REDIP
Revista Digital de Investigación y Postgrado
Volume 7, número 13 (january-june, 2026
Redip
ISSN: 2665-038X
Depósito Legal: TA2019000041
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Fediesip
FONDO EDITORIAL DEL INSTITUTO DE ESTUDIOS
SUPERIORES DE INVESTIGACIÓN Y POSTGRADO
Instituto de Estudios Superiores
de Investigación y Postgrado
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Revista Digital de Investigación y Postgrado
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REDIP, Digital Journal of Research and Postgraduate Studies, a biannual publication, Vol. 7 Nª 13 January-june 2026. Res-
ponsible Editor: Omar Escalona Vivas. Publication Address: Institute of Higher Studies in Research and Postgraduate Stu-
dies (Iesip). San Cristóbal, Táchira State, Venezuela. Phone: (+58) 4147158835. Email: redip@iesip.edu.ve © Redip.
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Objective and Scope of REDIP
The objective of REDIP is to disseminate research, essays, scientific articles, and innovative experiences
carried out by postgraduate students in the fields of social sciences, education, and epistemology. Li-
kewise, given that the purpose of the journal is to communicate scientific information, it is necessary
to refer to the recipients throughout the process, who are none other than the readers.
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ternational License; any derivative work must be published and dis-tributed under the same CC-BY-
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with the legal attribution contained in Article 14 of the Legal Deposit Law, in concordance with Articles
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
Institute of Higher Sudies in Research
and Postgraduate Studies
CEO
Dra. Danny Soledad Méndez Márquez
Email: danny.mendez@iesip.edu.ve
General Academic Coordinator
marco.roa@iesip.edu.ve
General Secretary
Dr. Oscar Enrique Cárdenas Duarte
Email: oscar.duarte@iesip.edu.ve
7
Revista de Investigación y Postgrado
Volume 7, Number 13 (january-june), 2026
Editorial Committee
Editor-in-Chief
Omar Escalona Vivas. PhD in Educational Sciences. Institute of Higher Studies in Research and Pos-
tgraduate: San Cristóbal, Venezuela. Email: omar.escalona@iesip.edu.ve
International Coordinators
Ronald Humberto Ordoñez Silva. PhD in Educational Sciences. International Corporation for Know-
ledge Management Corpcigec, Quito, Ecuador. Email: ronald.cigec@gmail.com
Yan Carlos Ureña Villamizar. PhD in Sciences, with a Mention in Management. Dr. Rafael Belloso
Chacín Private University. PhD in Technology and Innovation Management. Postdoctoral in Human
Sciences, University of Zulia. Technological Institute of Antioquia, Antioquia – Colombia. Email:
yan.ureña@tdea.edu.co
Wit Jay Vanegas. PhD in MSc Research and Development Project Management. National Open and
Distance University. Barranquilla, Colombia. Email: wittjayvanegas001@gmail.com
Advisory Board
David Gerardo Colina Gómez. PhD in Managerial Sciences. Institute of Higher Studies in Research
and Postgraduate, San Cristóbal, Venezuela. Email: dagercol@gmail.com
Jonathan de Jesús Pernía Pérez. PhD in Social Sciences. Simón Rodríguez National Experimental
University, Venezuela, La Grita, Venezuela. Email: perniaperezjonathanjesus@gmail.com
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Instituto de Estudios Superiores de Investigación y Postgrado
Dilka Consuelo Chacón Hernández. PhD in Educational Sciences. Institute of Higher Studies in Re-
search and Postgraduate, San Cristóbal, Venezuela. Email: chacondilka113@gmail.com
Marco José Roa Méndez. PhD in Environment and Development. Institute of Higher Studies in Re-
search and Postgraduate, Venezuela. Email: mendezmarcosjose@gmail.com
Lidiz Thamaira Pérez Meneses. PhD in Educational Sciences. Institute of Higher Studies in Research
and Postgraduate, San Cristóbal, Venezuela. Email: tamyperezmeneses@hotmail.com
Iraima Zoraida Pérez Meneses. PhD in Educational Sciences. Pedagogical Experimental University
Libertador, Rubio, Venezuela. Email: iraimaperez@hotmail.com
Lesbia Ferrer Cayama. PhD in Educational Sciences. National Experimental University of the Western
Plains Ezequiel Zamora, Santa Bárbara, Barinas, Venezuela. Email: lesbiaferrer68@gmail.com
Ãlvaro Sánchez Romero. MSc in Educational Technology Management. Carlos Vicente Rey School,
Piedecuesta, Colombia. Email: grupo.investigacion.cavirey@gmail.com
Damian Islas Mondragón. PhD in Philosophy of Science. Institute of Social Sciences, Juárez University
of the State of Durango, Mexico. Email: damianislas@ujed.mx
International Reviewers Board
Diego Fernando Coral Coral. PhD in Physics, Postdoctorate in Nanotechnology. University of Cauca,
Popayán, Cauca, Colombia. Email: dfcoral@unicauca.edu.co
Fermín Aceves de la Cruz. PhD in Physical Sciences. University of Guadalajara, Guadalajara, Mexico.
Email: fermin.adelacruz@academicos.udg.mx
Mauricio Gerardo Duque Villalba. PhD in Educational Sciences. Nicolás Buenaventura District Edu-
cational Institution, Santa Marta, Colombia. Email: mageduvi@hotmail.com
Cristóbal E. Vega G. PhD in Statistics and Operations Research. University of Carabobo, Valencia, Ca-
rabobo, Venezuela. Email: cvega@uc.edu.ve
Gerardo Fabian Goya. PhD in Physics. University of Zaragoza, Institute of Nanoscience of Aragon,
Zaragoza, Spain. Email: goya@unizar.es
Gerson José Márquez. PhD in Condensed Matter Physics. Technological University of Peru, Arequipa,
Peru. Email: gmarquez@utp.edu.pe
José Rafael Prado Pérez. PhD in Education with a Mention in Curriculum. University of Los Andes,
Mérida, Venezuela. Email: jrpp@ula.ve
Otilio Arturo Acevedo Sandoval. PhD in Biological Sciences and PhD in Chemical Sciences. Autono-
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
mous University of the State of Hidalgo: Pachuca de Soto, Hidalgo, Mexico. Email:
acevedo@uaeh.edu.mx
Rosmary Guillén Guillén. Master in Physics and Physical Technologies. Technological University of
Peru, Arequipa, Peru. Email: c21372@utp.edu.pe
José Armando Santiago Rivera. PhD in Educational Sciences. University of Los Andes, San Cristóbal,
Táchira, Venezuela. Email: asantia@ula.ve
Juan José Milón Guzman. PhD in Mechanical Engineering. Technological University of Peru, Arequipa,
Peru. Email: jmilon@utp.edu.pe
Jesús Tanori Quintana. PhD in Social Sciences. Sonora Institute of Technology, Obregón, Sonora, Me-
xico. Email: jesus.tanori@itson.edu.mx
Publisher Institutional Unity
Coordination
Oscar Enrique Cárdenas Duarte. PhD in Educational Sciences. Institute of Higher Studies in Research
and Postgraduate, Venezuela. Email: oscarduarte@iesip.edu.ve
Technical Council
Marcos José Roa Méndez. PhD in Environment and Development. Institute of Higher Studies in Re-
search and Postgraduate, Venezuela. Email: mendezmarcosjose@gmail.com
Lira Soledad Roa Méndez. PhD in Social Sciences. Institute of Higher Studies in Research and Pos-
tgraduate, Venezuela. Email: lyrasoledad@gmail.com
Translator
Ronald Humberto Ordoñez Silva. PhD in Educational Sciences. International Corporation for Know-
ledge Management (Corpcigec), Quito, Ecuador. Email: ronald.cigec@gmail.com
Technical Management
Yossella Valdez. Systems Engineer. Email: yosella.valdez@iesip.edu.ve
Ysabel Sánchez. Systems Engineer. Email: ysabel.sanchez@iesip.edu.ve
11
Indexations
Our journal is indexed in the following Databases and scientific information systems:
Selective International Databases
Journal Evaluation Platforms
Open Access Index
Selective Directories
Selective Periodical Libraries
Publishers Copyright Policies and Self-Archiving
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
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International Library Catalogs
Instituto de Estudios Superiores de Investigación y Postgrado
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
14
Instituto de Estudios Superiores de Investigación y Postgrado
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Signatories of
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
Editorial
Education at the crossroads: Digital realities, persistent inequalities, and new para-
digms
Dear academic reader community,
This issue of our journal stands as a deliberate mosaic, where each investigative piece illuminates a
critical facet of the complex contemporary educational landscape. The eight articles gathered here,
along with the final conference paper, do not constitute a random collection but a carefully arranged
reflective itinerary. This journey guides us from the concrete transformation of classrooms toward
the deepest human challenges, passing through management frameworks and ethical imperatives,
to culminate in a fundamental reflection on the very foundations of knowledge. The proposed se-
quence —from Schneewele to Medina Borges— is not chronological but conceptual, revealing an
intrinsic dialogue between the digital, the human, the organizational, and the philosophical.
We open this dialogue on the ground of immediate practice. The study by Manuel Schneewele on
the PrimOT platform in France places us at the heart of the everyday digitalization of primary school.
His analysis demonstrates widespread adoption and effective integration of this digital workspace,
normalizing its use in pedagogical routines. This success, however, is not an endpoint but a starting
point that immediately forces us to look beyond the tool.
Because technology is implemented in complex human contexts. The revealing systematic review
by Celia Gallardo Herrerías on the relationship between the child with ADHD and the family en-
vironment reminds us forcefully that the educational process transcends digital or physical space; it
is rooted in bidirectional emotional and relational dynamics. The cycle of negative emotionality, pa-
rental styles, and clinical symptomatology described shows that any pedagogical innovation —in-
cluding digital ones— must be sensitive to the student's psychosocial well-being and their support
system. One cannot optimize teaching without understanding these fundamental interdependen-
cies.
Precisely, the effectiveness of the digital tool when the human context is considered is strengthened
by the research of María Elena Di Tillio Cárdenas and Luis Alejandro Lobo Caicedo. Their quan-
titative evaluation confirms that the pedagogical application of ICT in subjects like Geography and
History significantly favors academic performance. This empirical finding validates the direction
indicated by Schneewele, but, like him, its authors warn: success depends on teacher training and
strategic suitability. The tool is powerful, but its power is channeled by professional competence and
contextual awareness.
Faced with this reality of digitized classrooms and complex human realities, the question arises about
the leadership that can guide these transformations. The research by Beisy Lisbeth Romero Luzardo
on Conscious Educational Management offers a paradigmatic answer. In a BANI (Brittle, Anxious,
Non-Linear, Incomprehensible) world, it proposes transcending traditional managerial models to-
wards a Conscious Transpersonal Educational Administration. This approach cultivates ethical, re-
silient, and collaborative leadership, integrating mindfulness and integral human development. It is
the necessary framework for managing institutions that must simultaneously integrate technology
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Instituto de Estudios Superiores de Investigación y Postgrado
(like PrimOT), welcome diversities (as in ADHD cases), and enhance learning (through ICT), all with
wisdom and adaptability.
How does this conscious leadership translate into the daily practice of management? The study by
Deinny José Puche Villalobos and Savier Fernando Acosta Faneite in Maracaibo provides a crucial
piece by demonstrating, with quantitative evidence, the positive correlation between management
indicators and effectiveness in decision-making. For administrators, this relationship is particularly
strong. Conscious management does not dispense with data; it requires and humanizes it. Indicators
are the compass, but consciousness is the ability to navigate with it in turbulent waters.
Excellence in management and teaching must, in turn, be supported by the quality of the knowledge
generated and transmitted. The work by Jossarys Gazo Robles on evaluating the research quality
of university teachers based on efficiency, efficacy, and effectiveness positions research as the fun-
damental pillar of the educational ecosystem. Without rigorous scientific production, digital tools,
inclusive strategies, and management models lack a valid and reliable knowledge substrate.
Advancing in this layer of critical thought, the analysis by Thais Raquel Hernández Campillo on ar-
tificial intelligence literacy and content curation in France points to the horizon of complexity we
face. It is not enough to use technology (Schneewele) or measure its impact (Di Tillio and Lobo); it
is now imperative to develop critical and ethical competence to interact with AI systems. Content
curation emerges as the key skill to discriminate, contextualize, and give meaning to information in
an algorithm-mediated environment. It is the necessary antidote against misinformation and super-
ficiality.
However, all this conversation about digital vanguard and critical thought may seem abstract when
contrasted with realities where the basics are in question. The reflection by Mário Adelino Miranda
Guedes on access to primary education in Angola is an unavoidable ethical reminder. The figure
of 22% school exclusion confronts us with persistent inequality as the greatest global educational
challenge. The socioeconomic, geographic, and health factors limiting access in Angola and so many
other places demand that any innovative paradigm include, as its first mandate, the fight for equity.
We cannot debate AI while millions of children do not even have a classroom.
Finally, to give coherence and depth to this mosaic of realities —digital, emotional, managerial, critical,
and unequal— we turn to the conference by Rosa María Medina Borges, "Philosophy or Philo-
sophies?". Her radical questioning of the single canon and her defense of the plurality of knowledges
provides us with the ultimate philosophical framework. Education at the crossroads does not need a
monolithic answer but the capacity to dialogue with multiple paradigms. Her reflection validates
the necessary coexistence and dialogue between technological efficacy, human sensitivity, conscious
management, investigative rigor, critical literacy, and social justice.
In conclusion, the sequence of this issue reveals to us a journey from the tool toward meaning. It
shows that digital reality (Schneewele, Di Tillio and Lobo, Hernández Campillo) is inseparable from
human reality (Gallardo Herrerías, Miranda Guedes), and that both require new paradigms of mana-
gement (Romero Luzardo, Puche and Acosta) and professional practice (Gazo Robles), all under a
plural and critical philosophical gaze (Medina Borges). The crossroads is not a dead end but an in-
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
tersection where the direction to take will depend on our capacity to integrate, with wisdom and jus-
tice, all these dimensions. The articles presented here not only diagnose this crossroads but offer
valuable lights to navigate it.
Dr. Omar Escalona Vivas
https://orcid.org/0000-0003-2560-0339
21
Contenido
Editorial committee...............................................................................................................................................9-11
Indexations..............................................................................................................................................................13-17
Editorial....................................................................................................................................................................19-21
Reseach articles................................................................................................................. 23-150
Use of digital workspaces by primary school teachers in France.....................................................................25-44
Uso de espacios digitales de trabajo por maestros de enseñanza primaria en Francia
Manuel Schneewele
Relationship between children with ADHD and the family environment:
a systematic review..................................................................................................................................................................45-57
Relación entre el niño con TDAH y el entorno familiar: una revisión sistemática
Celia Gallardo Herrerías
Evaluation of academic performance by applying ICT in teaching and learning
processes................................................................................................................................................................59-68
Evaluación del rendimiento académico aplicando las TIC en los procesos de enseñanza y aprendizaje
María Elena Di Tillio Cárdenas y Luis Alejandro Lobo Caicedo
Conscious educational management as a path for human development in the
re-signification of managerial theory and praxis in BANI environments......................................69-81
Gestión educativa consciente como vía para el desarrollo humano en la resignificación de
la teoría y praxis gerencial en entornos BANI
Beisy Lisbeth Romero Luzardo
Management indicators and decision-making in national educational units of Maracaibo,
Venezuela.....................................................................................................................................................................................83-99
Indicadores de gestión y la toma de decisiones en unidades educativas nacionales de
Maracaibo, Venezuela
Deinny José Puche Villalobos y Savier Fernando Acosta Faneite
Teacher-researchers: Evaluation of research quality based on efficiency, efficacy,
and effectiveness..................................................................................................................................................................101-109
Docentes investigadores: Evaluación de la calidad investigativa desde la eficiencia, eficacia y efectividad
Jossarys Gazo Robles
Artificial intelligence literacy and content curation: challenges and opportunities for
teachers and university students in France.................................................................................................111-128
Alfabetización en inteligencia artificial y curación de contenidos: desafíos y oportunidades para do-
centes y estudiantes universitarios en Francia
Thais Raquel Hernández Campillo
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22
Paradigm of school education: A reflection on children's access to primary education
in Angola..............................................................................................................................................................129-134
Paradigma de la educación escolar: Una reflexión sobre el acceso de los niños a la
educación primaria en Angola
Mário Adelino Miranda Guedes
Conference......................................................................................................137-144
Philosophy or philosophies? Debates surrounding academia and life.......................................137-144
¿Filosofía o Filosofías? Polémicas en torno a la academia y la vida
Rosa María Medina Borges
Journal's editorial policy.................................................................................145-146
Procedure followed for the reception, selection, and evaluation of manuscripts...........147-148
Instituto de Estudios Superiores de Investigación y Postgrado
23
Research articles
Artículos de investigación
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
https://doi.org/10.59654/y31kpr60
Use of digital work spaces by primary
teachers in France
Uso de espacios digitales de trabajo por maestros
de enseñanza primaria en Francia
Abstract
The study presents an analyze of implementing the PrimOT platform as a digital workspace in the Central France
academic region. The methodology employs a mixed-methods approach, including administering a questionnaire
to primary school teachers and conducting semi-structured interviews with school principals. The results offer insights
into the level of interaction with the platform, as well as perceptions and satisfaction, the use of digital tools for lear-
ning, and PrimOT's impact on various aspects of the educational environment. The study concludes that PrimOT has
been widely adopted by teachers, effectively integrating into daily teaching, and learning routines. However, areas
for improvement and challenges are identified to maximize the platform's potential in response to the evolving needs
of the educational setting.
Keywords: educational technology, teacher, primary education, learning.
Resumen
El estudio presenta un análisis de la implementación de la plataforma PrimOT como espacio digital de trabajo en la
academia de la región central de Francia. La metodología utilizada se sustenta en la perspectiva mixta de la inves-
tigación social, mediante la aplicación de un cuestionario a maestros de escuelas primarias y de entrevistas semi-
estructuradas a directores educativos. Los resultados permitieron comprender el nivel de interacción con la
plataforma, así como la percepción y satisfacción, la utilización de herramientas digitales para el aprendizaje y el
impacto de PrimOT en diversos aspectos del entorno educativo. Se concluyó que PrimOT ha sido ampliamente
adoptada por los maestros, integrándose de manera efectiva en las rutinas diarias de enseñanza y aprendizaje. No
obstante, se identificaron áreas de mejora y desafíos para maximizar el potencial de la plataforma, según las nece-
sidades cambiantes del entorno educativo.
Palabras clave: tecnología de la educación, profesor, enseñanza primaria, aprendizaje.
How to cite this article (APA): Schneewele, M. (2026). Use of digital work spaces by primary teachers
in France. Revista Digital de Investigación y Postgrado, 7(13), 25-44. https://doi.org/10.59654/y31kpr60
Manuel Schneewele*
National Higher Institute of Teaching and Education, Centre Val de Loire, Research Team on Con-
texts and Actors in Education, University of Orléans, Orléans, France.
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
26
Introduction
The adaptation of educational systems to digitalization has been transformed into a central axis in
today's society. In that sense, diverse countries and organizations allocate programs and budgets to
equip schools with devices, connectivity, and digital educational platforms. In the case of the European
Union, the Digital Education Action Plan (2021-2027) is adopted, an initiative aimed at a high-quality,
inclusive, and accessible digital education that has as its object to support the adaptation of education
systems to the digital age (European Commission, 2021).
Due to the global confinement originated by COVID-19, the work environment and daily life are in-
creasingly linked to digital tools. It is thus how the massive use of online educational platforms impacts
and integrates into the daily work of different educational actors such as teachers and students. The
above implies not only having the necessary infrastructure, it also requires a better capacity to navi-
gate, understand, and effectively utilize technologies.
As part of the digitalization of education in France, the Digital Workspace (Espace Numérique de
Travail) is introduced to modernize pedagogy and school management tools. Its implementation, in
the French educational system, in the year 2020, responds to a superior level of digital education, in
that it promotes opportunities to modernize the management and organization of educational ins-
titutions. The definition of the term alludes to “an ensemble intégré de services numériques choisis et
mis à disposition de tous les acteurs de la communauté éducative d'une ou plusieurs écoles ou d'un
ou plusieurs établissements scolaires dans un cadre de confiance défini par un schéma directeur et
par ses annexes†[a set of chosen digital services made available to all actors of the educational com-
munity of one or more schools or one or more educational establishments within a trusted framework
defined by a master plan and its annexes] (Ministère de l'Education Nationale et de la Jeunesse. Di-
rection générale de l'enseignement scolaire, 2024). In practical terms, it can be conceptualized as
an integrated digital platform composed of communication and collaboration services, information
and documentation, support for student life, pedagogical and educational production, as well as
other useful services.
The digital workspace is also denominated, by the academic community, as a digital educational plat-
form. Both terms are framed within the process of educational digitalization, allow the development
of new forms of school organization and management, update pedagogical strategies and practices
in the classrooms, in addition to promoting the relationships between educational structures. In relation
to the above, diverse studies focus their analyses on the incorporation of digital contexts into educa-
tion, attending to their use by students (Jiménez y Fernández, 2021; Rivera et al., 2024; Velasteguí,
2019; Flores y Meléndez, 2024) and their employment by teachers and professors of different educa-
tional systems (Barragán et al., 2024; Chávez, 2021; Mujica, 2020; Chugh et al., 2023).
On the other hand, Jacovkis et al. (2022) explains how the adoption of educational digital platforms
influences the family sphere. The introduction of digital workspaces into the French educational system
constitutes a support for the relationship between the school and the family. In this manner, it aims to
strengthen the cooperation between parents and the school in the territories, involving the family in
school life. On the other hand, it seeks to improve the communication between the institution and
the parents, in a context of trust and transparency. In that sense, the security and confidentiality of
the handled data is guaranteed by applying the General Data Protection Regulation of the European
Union (Conseil européen, 2018).
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
27
The implementation of digital workspaces in French academies is realized and financed by the local
authorities, who offer personalized accompaniment to the users. Said digital tools promote a discourse
of change centered on the potential benefits of technology. According to statistics from the Ministry
of Education, more than 90% of public colleges and lycées currently count on a digital workspace,
which represents an increase with respect to the year after its implementation. Nevertheless, its in-
corporation in primary schools is progressive but limited (Ministre de l'Éducation nationale et de la
jeunesse, 2023).
As has been expressed previously, digital workspaces have generated a change in the practices and
relationships among the actors involved in the school context. In that sense, this investigation yields
as principal results an analysis of the utility, the usability, and the acceptability of the digital workspace
by primary school teachers. It is considered that these spaces can create links among their users, in
addition to being a source of pedagogical innovation and facilitating co-education. The idea that they
can facilitate access and communication with a distant public is also highlighted.
Another of the investigation's results is to determine the impact of educational digital platforms on
diverse aspects of the educational environment, as well as the challenges in the implementation and
adoption of these technological tools, from the perspective of primary school administrators. Despite
the possibilities offered by educational digital platforms, discrepancies persist between the institutional
discourses, the platform designers, and the perceptions of the educational actors.
In correspondence with what is described and based on the review of academic literature, a theoretical
void related to the scarce generation of investigations in French primary education is confirmed, which
examine the uses of digital workspaces as a central piece of contemporary educational systems and
the global educational agenda. In this manner, this inquiry exposes as an objective to analyze the uti-
lization of digital workspaces in primary schools belonging to the Orléans-Tours Academy, located in
the central region of France.
Contextual framework of the study
With the purpose of fundamenting the ideas expressed previously and of situating the reader in the
context where the investigation is developed, a characterization of the Orléans-Tours Academy and of
the digital environment PrimOT is presented. These sections allow establishing the study in a specific edu-
cational context, whose digital policies, institutional structure, and technological resources directly influence
the observed teaching practices. In investigations of a descriptive-interpretative nature, the comprehension
of the institutional and technological framework is key for the rigorous analysis of the data.
Characterization of the Orléans-Tours Academy
Located in the Centre Val de Loire Region, to the South of Paris and part of the ÃŽle-de-France region, it
is one of the thirty academies that compose the educational system of France. Its headquarters is found
in the city of Orléans and has under its charge the supervision and management of the educational ins-
titutions of six cities that integrate the region. The educational supervision includes the implementation
of national educational policies at a regional level in primary schools, secondary schools, and universities.
Another of its functions is the management of human resources, above all teachers and administrative
personnel, as well as the administration of the budget assigned for education in its jurisdiction.
Use of digital work spaces by primary teachers in France
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
28
The Academy ensures the quality of education through the evaluation of academic results and
the implementation of improvement programs. In that sense, it promotes educational innova-
tion and the use of new technologies in the classrooms. For this, it provides continuous training
for teachers, facilitating their professional development and mobility within the educational
system.
The students corresponding to the Academy have diverse support services, such as professional and
personal orientation, scholarships, and financial aid. In turn, they have programs for inclusion and
academic success, also adapted for students with special needs.
The themes of the research projects that the Orléans-Tours Academy promotes are related to edu-
cational innovation taking into account the development of modern pedagogical methods, with the
integration of digital technologies in teaching and the promotion of educational research. In this man-
ner, it plays a crucial role in the educational development of the region, contributing to growth and
social cohesion. Furthermore, it works in collaboration with local authorities, businesses, and other
organizations to promote an education that responds to the needs of the labor market and society
in general.
In that sense, it can be affirmed that the Orléans-Tours Academy is a key entity in the French edu-
cational system, dedicated to guaranteeing a quality education, adapted to the needs and challen-
ges of its region. Its labor is framed, principally, in administrative management, support for students
and teachers, and the promotion of educational innovation. Nevertheless, among its challenges
can be cited the rapid implementation of national educational reforms and the maintenance of
educational quality due to budgetary restrictions. Likewise, among the opportunities that the Or-
léans-Tours Academy possesses are the strengthening of collaboration with regional and national
actors, the application of new technologies and innovative pedagogical methods, as well as the
promotion of student and professional mobility programs. The implementation of digital works-
paces, starting from the year 2021, provides a cohesive environment that enables teachers to per-
form their work functions in a more efficient and flexible manner, taking advantage of the benefits
of technology to overcome physical or geographical limitations. These virtual platforms integrated
by diverse tools and computer applications allow, also, collaborative work among teachers and
other actors of education.
The digital workspace PrimOT in the Academy of Orléans-Tours
The digital workspace PrimOT, acronym for Primaire Orléans-Tours, is an online service, under paid
subscription, available in early childhood education centers and in the primary schools that belong
to the Orléans-Tours Academy.
The purpose of its launch, on December 1st, 2021, was to facilitate administrative and educational ma-
nagement, as well as to improve communication among the different actors of the educational com-
munity (teachers, students, parents, and service administrators). Accessible from any device with
internet access, it integrates educational and pedagogical tools and resources. In turn, it offers a
service to families that allows the monitoring of school life and the activities of their children, as well
as communication with teachers.
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
29
Figure 1
PrimOT Interface
Nota: Taken from https://www.primot.fr/auth/login
PrimOT is supported on the Beneylu platform interface, destined principally to communication, ad-
ministrative and pedagogical management in the primary schools of France. In this manner PrimOT
presents as essential characteristics: the organization of classes, the management of schedules, aca-
demic monitoring, the availability of unlimited resources and learning tools, school-family communi-
cation, as well as collaborative work student-student, teacher-teacher. Although it possesses an intuitive
design for users of all ages, it guarantees the security of personal data and the sensitive information
shared by the users. In that sense, the access control manages the permissions so that only authorized
persons can access certain information.
Figure 2
Notebook tool, used to organize the development of the class and the activities of the students
Note: Taken from https://www.snc.recia.fr/interface-et-outils-primot
Use of digital work spaces by primary teachers in France
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
30
The users of the mentioned platform are the teachers, the students and their families, the school principals,
the municipal administrators and public establishments for intercommunal cooperation, administrative
structures that promote intermunicipal cooperation to improve the quality of local public services.
According to its user typology, PrimOT differentiates the services it provides: for classes and schools
it makes available textbooks, multimedia content for learning, digital library, class challenges, news
bulletin, school report, activity agenda, and messaging. For municipalities and public establishments
it offers services such as a blog, "parents' corner", publication of municipal information, cafeteria
menus, news, leisure center activities, among others. Furthermore, it provides a media library for sha-
ring documents, account creation, and personalization of the digital space with logos and links to ex-
ternal services used by schools and families.
Figure 3
Instant messaging tool "The Parents' Corner", dedicated to transmitting information to families
and to parent-teacher communication
Note: Taken from https://www.snc.recia.fr/interface-et-outils-primot
Figure 4
Multimedia resources of the platform as support for the different subjects
Note: Taken from https://www.snc.recia.fr/interface-et-outils-primot
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
31
The implementation of PrimOT has brought diverse advantages to primary education in the central
region of France, among which are cited its ease of use, its intuitive ergonomics, the performance of
work functions in a flexible manner through its dissimilar services, and the security it offers in data
treatment. Some years after its deployment in the Academy of Orléans-Tours, it constitutes an aspect
of interest for the author of this investigation, as it allows them to analyze the uses of this virtual work
platform and establish conclusions about its utility and impact through the criteria of its principal users.
Methodology
The present article is based on the mixed research perspective, by combining qualitative and quan-
titative instruments. Hernández et al. (2014) indicate that "the necessity of utilizing mixed methods is
the complex nature of the great majority of the phenomena or research problems addressed in the
different sciences, represented or constituted by two realities, one objective and the other subjective"
(p.536). On the other hand, a descriptive investigative scope of the research is assumed due to its
most important characteristics among which can be mentioned "theory constitutes a reflection in and
from praxis, attempts to understand reality, deepens the different motives of the facts, the individual
is an interactive, communicative subject, who shares meanings" (Walker, 2016, p.21).
Attending to what is expressed, firstly, the quantitative phase was developed where a questionnaire
directed to the teachers who used the platform was applied. The objective was to investigate the
utility, the usability, and the accessibility of the platform. Subsequently, the qualitative approach was
proceeded with, through the application of a semi-structured interview to administrators about the
adoption of digital workspaces and their specific utilization by teachers in communication with pa-
rents.
Sample
In the research participated a total of 34 persons, belonging to three primary schools of the academy
under study. A quantity based on the acceptance of informed consent and the adequacy to the se-
lection criteria such as:
For the selection of teachers: (a) Level of experience in the use of PrimOT. (b) Quantity of subjects,
areas or disciplines taught using PrimOT.
For the selection of school administrators: (a) Level of pedagogical responsibility (administrator,
academic year responsible, pedagogical coordinator, digital referent). (b) Working in a primary school
belonging to the Orléans-Tours Academy. (c) Experience with the platform for at least one year.
In this manner, the sample was constituted by 23 teachers and 11 school administrators. The selection
of said subjects was motivated by the importance they have in guaranteeing that technology is an
effective and secure tool that supports the educational objectives of the institution. Access to the
sample was realized in a presential and remote manner, without any distinction, utilizing tools inte-
grated by online chat.
Instruments
For the realization of this study was administered, firstly, a questionnaire about the use that the inquired
subjects made of PrimOT. The questionnaire (Annex 1), besides questions concerning professional
data and demographic information, was composed of 14 items in which the informant expressed their
Use of digital work spaces by primary teachers in France
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
32
experiences relative to: level of interaction and frequency of use of PrimOT (block 1), perception and
satisfaction with PrimOT (block 2), impact on teaching and learning (block 3), technical aspects and
support (block 4) and security and privacy (block 5). The instrument was applied virtually during the
months of May and June of the year 2022, with the collaboration of educational inspectors from the
Cher and Loiret regions, who were responsible for the technological implementation in the primary
schools participating in the research.
On the other hand, semi-structured interviews were applied to administrators of primary schools. The
guide of the instrument (Annex 2) was focused on the real or perceived uses according to 4 thematic
axes: the students, the teachers, the parents and the school.
The duration of the interviews was between 30 and 45 minutes. The ethical requirements of all research
process were complied with, formalized through an informed consent for the realization and recording
of the interview. Subsequently, the interviews were transcribed literally in their entirety, anonymized
and coded with the software ATLAS.ti, web version. The interviews were applied in the months of
September and October of 2022.
Data analysis
All statistical calculations were realized through the Microsoft Excel calculation processor, which per-
mitted the graphic analysis of the information collected.
For the analysis of the responses yielded by the interviews, the arguments of the interviewees were
grouped and categorized, identifying consensuses and dissensuses. Also, the method of free word
associations was utilized, where the order of appearance of the words and their frequency is analyzed
(Ramírez, 2024). The theoretical foundations of this method evidence discourse as a social practice
based on actions and manifestations of actors. Then, the transcriptions were grouped and the process
of coding was developed taking into consideration the axes defined for each participant (director or
teacher). Finally, the most pertinent collective narratives directly related to the central objective of this
study and the elementary categories managed by the investigation are highlighted.
Results
Consequently, the principal conceptions and positionings of the studied subjects are presented, in re-
lation to the utilization and functioning of digital work environments. In that sense, the collected data
are grouped by the application of the research techniques, with the objective of structuring the des-
cription of the data following a logical and clear sequence.
Application of the questionnaire to teachers
The first block of the questionnaire focused on evaluating the level of interaction of the users with the
PrimOT platform, as well as the frequency with which they utilized the different functionalities it offers.
The obtained results reveal a satisfactory level of interaction with the tool, which is reflected in the
daily use of PrimOT by the majority of the participants. This frequency of use suggests that the platform
has been integrated in a solid manner into the daily routines of the teachers, both for the planning
and execution of academic activities. Only a small percentage (10%) of the informants reported spo-
radic or limited use, which could be related to factors such as the nature of their roles or the availability
of time.
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
33
Regarding the perception and satisfaction with the platform (block 2), the participants in the study
showed a positive tendency, highlighting the ease of use and the intuitive manner of the interface as
the principal factors of satisfaction. However, some informants pointed out areas of improvement,
principally related to the visual design of the tool, alleging that the quantity of functionalities hinders
the selection of the desired function and the lack of an available technical support to contact in case
of problems.
Towards the impact on teaching and learning was focused block 3. The users reported utilizing a wide
variety of the functionalities that PrimOT offers. Among the most prominent are: the communication
notebook (cahier de liaison, in French) employed for communication between the school and the pa-
rents, the homework notebook or cahier de texte, resource utilized by the teacher to organize daily
school work and ensure that assigned tasks are not forgotten, messaging, as well as other tools for
content management, the creation of interactive activities, and evaluation mechanisms. This finding
indicates that the platform is not only used as an information repository, but as a dynamic resource
that facilitates interaction and the participation of the students. Below, the percentage of utilization of
the mentioned tools is represented graphically.
Figure 5
Most used functionalities of PrimOT by teachers, students, and parents
Note: Own elaboration.
The notable utilization of these tools is related to the regularity with which the users explore and apply
them in their pedagogical labors. Many teachers described their use of the platform as intensive and
constant, which suggests a high degree of confidence in the functioning of PrimOT to support their edu-
cational activities. This level of utilization may be related to the perception of PrimOT as a reliable and ef-
ficient tool for teaching and learning.
Regarding the technical aspects and support (block 4), the surveyed generally rated these elements fa-
vorably. Nevertheless, some mentioned occasional connectivity problems and the necessity of a more
agile technical support during critical situations, such as examination periods or evaluative activities.
Finally, in block 5 relative to security and privacy, the participants manifested confidence in the security
Use of digital work spaces by primary teachers in France
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
34
measures implemented by PrimOT. The majority showed themselves (80%) satisfied with the privacy po-
licies, although some suggested improvements related to transparency in the handling of personal and
academic data and the encryption of information shared with the students' parents.
When comparing PrimOT with other similar tools, the surveyed mentioned that they prefer PrimOT
due to its consistency in performance and the wide range of functionalities it offers in a single place.
The following graphic represents the reasons for preference of the surveyed in the utilization of the
platform.
Figure 6
Motivations for the utilization of PrimOT
Note: Own elaboration.
The results of the questionnaire verify the utility, the usability, and the acceptability of the digital work
environment. These three elements are considered in a positive manner by all the teachers who res-
ponded to the questionnaire. One of the most recognized aspects is the benefit for communication
with parents, which strengthens the school-family relationship. The obstacles mentioned by the sur-
veyed focus on the recent implementation of the digital platform, therefore, training is necessary both
for teachers and parents who do not feel comfortable with digital tools or who simply are not accus-
tomed to using them.
Application of interviews to school administrators
In complement to the applied questionnaire, semi-structured interviews were conducted with admi-
nistrators from diverse primary schools. These interviews had as an objective to explore the real or
perceived uses of the PrimOT platform through the thematic axes alluded to in the methodological
section. Likewise, the most relevant positionings for the investigation are explained, above all the key
points that emerged during the interviews with the administrators.
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
35
The first issues were directed to the impact of digital work environments on the learners. The admi-
nistrators highlighted that PrimOT has had a significant effect on the commitment and motivation of
the students. It was observed that the platform facilitates the personalization of learning, allowing the
students to advance at their own pace and according to their individual needs. Furthermore, some
administrators mentioned that PrimOT has improved the digital skills of the students, preparing them
better for the use of technologies in future academic contexts.
For the directors, PrimOT is "the school platform at the level of the children", principally "made for the
students because they are the ones who will have more actions on the platform". The academic ma-
nagers refer that the objective is for it to be visually attractive for the children in order to motivate
them for learning. On the other hand, it must offer functionalities adapted for teachers and parents.
In relation to the teachers, the administrators agreed that the platform has been a valuable tool for
the planning and management of educational activities. It was highlighted that the platform allows a
greater organization of didactic materials and facilitates communication among teachers, which has
improved collaboration and coherence in teaching. Furthermore, it is perceived that the professors
have developed new digital competencies, improving their capacity to integrate technologies into
their pedagogical practice.
The directors consider that it is the teacher who will generate uses because they will publish words or
information and the parent will receive this information, will respond, will consult the tasks, and will
aid in the educational formation of their child. The interviewees specify the importance of access to
the platform from a mobile device, which will facilitate use by the parents, especially in preschool
when the children do not master the functionalities of the platform. Until now, the platform is only ac-
cessible via a computer, which generates inconveniences for some families, as the mobile phone is
the most used and most accessible device for the parents.
According to the directors, PrimOT integrates a multitude of applications in constant evolution. Among
the most utilized applications are the communication notebook, the school notebook, and email, res-
ponses that correspond with the results yielded by the questionnaire applied to the teachers. Nevert-
heless, the use of other tools such as the media library, which stores educational digital resources,
and the blog, which serves especially as a life notebook for preschool where parents convey their
concerns about their children's learning, is evidenced. In the case of the communication notebook, its
relevance in teacher-parent interaction is highlighted.
Regarding the parents, the interviews revealed that PrimOT has allowed for greater involvement in
the educational process of their children. The administrators indicated that the platform offers parents
more direct access to information about academic progress and school activities, which has improved
communication between the school and the families. However, some administrators also mentioned
challenges related to the training of parents for the effective use of the platform.
The directors explained that the tool called The Parents' Corner will facilitate chat communication with
the school principal, and will offer the possibility to conserve the conversations, with the objective of
rereading them at the precise moment. In this manner, the communication will be more instantaneous
and integrated and will offer an update of the platform.
At an institutional level, the administrators expressed that PrimOT has contributed to the moderniza-
tion of the administrative and pedagogical practices of the schools. The platform has been seen as a
Use of digital work spaces by primary teachers in France
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
36
catalyst for the digital transformation of the schools, promoting a culture of innovation and techno-
logical adaptation. Furthermore, a positive impact was identified in the coordination between different
areas of the school, improving efficiency in management and the monitoring of educational activities.
In summary, the semi-structured interviews with primary school administrators reflect a positive per-
ception about the impact of PrimOT on diverse aspects of the educational environment. Although
challenges in the implementation and adoption of the platform are recognized, the administrators
value its contribution to the improvement of teaching, learning, and school management.
Discussion
The results originating from the application of the explicated instruments allow a multifaceted cha-
racterization of the use of the PrimOT platform in primary education within the Academy of Orléans-
Tours. In this manner, the findings point towards a progressive and functional integration of this digital
tool in pedagogical practices, with different but complementary impacts among teachers, students,
parents, and educational administrators.
The daily use of PrimOT reported by the majority of the teachers suggests an effective appropriation
of the tool, aligned with the considerations of authors such as Liriano (2024) and Meridja and Abdel-
baki (2024), who identify recurrence in use as an essential element for technological integration in
primary education. Unlike other investigations where an instrumental or marginal use of digital plat-
forms is observed (Pérez and García, 2023), the yielded data reveal an active and frequent functionality,
encompassing not only administrative but also pedagogical aspects. In that sense, the potential of
PrimOT as a solid and adaptable digital work environment is validated.
The sporadic use of the platform, expressed by a small group of teachers, invites profound reflection
on the contextual variables that determine the frequency of utilization. In that order of ideas, the work-
load, the digital training of the user, and institutional support, could explain the resistance or the scarce
technological appropriation, according to the factors found by Arotoma (2024) relative to internal
barriers for the adoption of ICT in a research context similar to that of this investigation.
The favorable perception towards the platform's interface reinforces the idea that usability is a key
component for technological integration in the educational teaching process in primary education.
This affirmation corresponds with the study of Arreola et al. (2022) where usability, utility, administrative
management, and digital skills are examined as aspects that allow improving the quality of primary
education through the integration of technologies in the teaching process. Nevertheless, the criticisms
relative to the visual design and functional saturation point towards a complexity paradox: a tool with
multiple options can become, in the eyes of the user, less accessible if it does not count on adequate
technical support. The above coincides with the investigation of Carballo and González (2023) that
underlines the importance of user-centered design in digital work environments.
In relation to the pedagogical impact, both teachers and administrators highlighted that PrimOT not
only facilitates the organization of teaching work, but also enhances the interaction and autonomy of
the student body, in concordance with principles of active and personalized learning (Enríquez & Na-
varro, 2024). From that perspective, the platform is perceived as an added value, to the extent that it
allows for management of work pace, an improvement in communication with families, and a strengt-
hening of the school-home link. In this manner, the platform fulfills a role that goes beyond techno-
logical support and becomes a didactic and social mediator.
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An emerging dimension of special relevance is the involvement of parents in the educational process
offered by PrimOT. The arguments manifested by teachers and administrators about the utility of tools
such as the Parents' Corner, is also reflected in recent studies on educational co-responsibility in digital
environments to strengthen family accompaniment and improve the academic performance of stu-
dents (Teherán, 2025). However, the availability of a mobile application of PrimOT represents a barrier
in communication with the family, especially in homes where the computer is not the principal device.
This situation indicates the necessity of a multiplatform design, if broader participation of families is
desired.
From the institutional point of view, the administrators valued the platform as a catalyst for the digital
transformation of the schools. This perception is coherent with the results of the study realized by
Gonon et al. (2024) that analyzes digital transformation through the objectives, structures, cultures,
and practices of the school. The improvement in interdepartmental coordination and the streamlining
of administrative processes are positive collateral reasons that evidence the reach of the tool beyond
the classroom.
Despite the advances, challenges linked to the training of all involved actors persist. Although teachers
have developed digital competencies, a gap in the mastery of these tools by some parents is still per-
ceived, especially in the initial levels. This finding reaffirms the necessity of continuous and inclusive
training, not only for teachers, but also for families, in order to consolidate a digitally competent edu-
cational community.
In synthesis, the results support the usability and utility of PrimOT in the school environment, but its
effectiveness depends on infrastructural factors (accessibility, support, training) and cultural factors
(attitudes towards change, digital competence). The study confirms some patterns identified in pre-
vious investigations on educational digital environments, but also points out unresolved areas, such
as usability from mobile devices or transversal training, which must be addressed for a more equitable
and effective implementation.
Conclusions
The present study explored the implementation and impact of the PrimOT platform in the educational
context of primary schools, addressing the perspective of teachers and school administrators. The
obtained results allow confirming that PrimOT has been widely adopted by the teachers, integrating
itself in an effective manner into the daily routines of teaching and learning. The frequency of use
suggests that the platform is perceived as an essential resource that contributes to the efficiency and
effectiveness of the educational process.
The satisfaction with the platform, yielded by the quantitative data of the questionnaire and the qua-
litative data of the interviews, reveal a predominantly positive perception towards PrimOT. The users
value the ease of use, the intuition of the interface, and the offered functionalities. This generalized
satisfaction, however, comes accompanied by the identification of areas of improvement, especially
regarding the personalization of the experience and technical support.
The research has demonstrated the significant impact of PrimOT on teaching and learning, facilitating
the organization and assimilation of contents. The role of the platform in the development of digital
competencies in the teachers is also highlighted, which suggests a transformative effect on pedago-
gical practices. The platform has improved the communication and participation of parents in the
Use of digital work spaces by primary teachers in France
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
38
educational process, providing direct access to academic information and facilitating greater involve-
ment in the education of their children. At an institutional level, PrimOT has contributed to the mo-
dernization of management and coordination practices, driving a culture of innovation within the
schools.
Nevertheless, in primary education, there are few direct investigations on the deployment of these
digital spaces, which is due in part to the limited deployment of the ENT (Digital Work Environments)
at this educational level and to the difficult digital transition of primary schools.
Based on the results of this inquiry, the necessity to improve technical support and offer broader trai-
ning to all involved actors, especially parents, is identified as important challenges. These challenges
suggest that, to maximize the potential of PrimOT, a continuous focus on the improvement and adap-
tation of the platform to the changing needs of the educational environment is necessary.
The study focused on teachers and administrators because these actors are the principal users and
managers of the PrimOT platform in the school environment. The teachers are directly involved in
the daily implementation of digital educational tools, while the administrators play a crucial role in
the supervision and decision-making about the adoption and use of technologies in the institution.
The parents were not included in this study because their interaction with PrimOT is more limited and
secondary in comparison with that of the teachers and administrators. This focus allows a more de-
tailed analysis of the efficacy and challenges of the platform from the perspective of those who use it
directly in the educational environment.
In relation to the above, the author of this investigation proposes as a new horizon of study the ex-
ploration of the use of PrimOT by the parents of primary education students in France.
Privacy: Not applicable.
Statement on the use of artificial intelligence: The author of this article declares that she did
not use Artificial Intelligence in its preparation.
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Ramírez, L. (2024). Innovating in Mental Health: Metacognitive Psychotherapy. Interdisciplinary Reha-
bilitation, 4, 2-15. https://doi.org/10.56294/ri202474
Rivera, P., Calderón, D., Moreno, G. A. and Massó, G. B. (2024). Percepciones de las Familias sobre el
uso de Plataformas Digitales Comerciales en las escuelas públicas: un estudio sobre la confianza
y la privacidad digital. REICE. Revista Electrónica Iberoamericana sobre Calidad, Eficacia y Cambio
en Educación, 22(2), 85-99. https://doi.org/10.15366/reice2024.22.2.005
Teherán, V. E. (2025). Estrategias pedagógicas para fortalecer el acompañamiento familiar en el proceso
educativo de los estudiantes de la sede Rodrigo Vives de Andréis, Institución educativa Juana Arias
de Benavides. (Diplomado de profundización para grado). Universidad Nacional Abierta y a Dis-
tancia, Colombia. https://repository.unad.edu.co/handle/10596/69163
Vital, M. (2021). Plataformas Educativas y herramientas digitales para el aprendizaje. Vida Científica
Boletín Científico De La Escuela Preparatoria, 9(18), 9-12.
https://repository.uaeh.edu.mx/revistas/index.php/prepa4/article/view/7593
Walker, W. (2016). Algunas consideraciones para el uso de la metodología cualitativa en investigación
social. Foro educacional, (27), 13-32. https://dialnet.unirioja.es/descarga/articulo/6429426.pdf
 
Date of article receipt: July 5, 2025
Date of article acceptance: August 2, 2025
Date approved for layout: August 5, 2025
Date of online publication: January 10, 2026
Notes on the author
* Manuel Schneewele holds a Doctorate in Educational Sciences and is a tenured professor at the University of Orléans,
France, within the research laboratory ERCAE (Research Team on Contexts and Actors in Education), Research Unit 7493.
His work lies at the intersection of Educational Sciences and Information and Communication Sciences. He focuses on the
appropriation of digital tools for monitoring and supporting learning processes. Email: manuel.schneewele@univ-orleans.fr
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
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Use of digital work spaces by primary teachers in France
Appendix 1
Questionnaire applied to teachers
Introduction: This questionnaire has as its objective to collect information about your experience
and perception in the use of the PrimOT platform. Please, respond to the questions in a sincere man-
ner, based on your personal experience. The collected information will be used exclusively for research
purposes and will be kept in confidentiality.
Professional data
Years of professional experience in education: ______
Role in the educational institution: __________________________
Block 1: Level of Interaction and Frequency of Use of PrimOT
1. With what frequency do you use PrimOT in your daily work?
(a) Every day
(b) Several times a week
(c) Once a week
(d) Occasionally
(e) Never
2. Which functionalities of PrimOT do you use the most? (Select all that apply).
(a) Content management
(b) Creation of interactive activities
(c) Assessments and monitoring
(d) Communication with students
(e) Other (specify): ____________
3. To what extent do you consider that PrimOT has facilitated your educational work?
(a) Very much
(b) Quite a bit
(c) Moderately
(d) A little
(e) Not at all
Block 2: Perception and Satisfaction with PrimOT
1. How would you rate your overall level of satisfaction with PrimOT?
(a) Very satisfied
(b) Satisfied
(c) Neutral
(d) Dissatisfied
(e) Very dissatisfied
2. Which aspects of PrimOT do you consider most positive? (Select all that apply).
(a) Ease of use
(b) Intuitiveness of the interface
(c) Functionalities offered
Manuel Schneewele
Instituto de Estudios Superiores de Investigación y Postgrado
42
(d) Technical support
(e) Other (specify): ____________
3. Is there any aspect of PrimOT with which you are dissatisfied? (Specify): ____________
Block 3: Impact on Teaching and Learning
1. To what extent do you consider that PrimOT has improved your students' learning?
(a) Very much
(b) Quite a bit
(c) Moderately
(d) A little
(e) Not at all
2. Has PrimOT changed the way you organize and manage your teaching?
(a) Yes, to a great extent
(b) Yes, to some extent
(c) It has not changed much
(d) It has not changed at all
Block 4: Technical aspects and support
1. How satisfied are you with the technical support for PrimOT?
(a) Very satisfied
(b) Satisfied
(c) Neutral
(d) Dissatisfied
(e) Very dissatisfied
2. Have you experienced technical problems while using PrimOT?
(a) Yes, frequently
(b) Yes, occasionally
(c) Rarely
(d) No, never
3. What technical improvements would you suggest for PrimOT? (Specify): ____________
Block 5: Security and privacy
1. How do you evaluate the security and privacy measures of PrimOT?
(a) Very satisfactory
(b) Satisfactory
(c) Neutral
(d) Unsatisfactory
(e) Very unsatisfactory
2. Do you have any specific concerns about security or privacy when using PrimOT? (Spe-
cify):____________
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Use of digital work spaces by primary teachers in France
Appendix 2
Semi-structured interview guide for primary school principals
Objective: To explore the real or perceived uses of the PrimOT platform from the perspective of ad-
ministrators, considering the impact on students, teachers, parents, and the school as a whole.
Section 1: Impact on students
(a) How would you describe the impact of PrimOT on student learning in your school?
(b) What type of activities or educational resources provided by PrimOT have been most use-
ful for students?
(c) Have you identified any challenges or limitations in the use of PrimOT by students?
Section 2: Teacher Support
(a) How has PrimOT influenced the planning and execution of pedagogical activities by tea-
chers?
(b) What type of training or support has been provided to teachers for using PrimOT?
(c) From your perspective, how has the teaching dynamic changed with the incorporation of
PrimOT?
Section 3: Parental Involvement
(a) How has PrimOT influenced communication and parental involvement in the educational
process?
(b) What functionalities of PrimOT are most valued by parents, according to your perception?
(c) What challenges have you encountered in the implementation of PrimOT regarding parental
involvement?
Section 4: Effects on the School
(a) How would you describe the impact of PrimOT on the overall management and organiza-
tion of the school?
(b) Has PrimOT contributed to the modernization or digital transformation of the school?
(c) What aspects of PrimOT do you consider most beneficial for the school as a whole?
(d) How has the experience been in terms of technical support and maintenance of PrimOT at
the institutional level?
(e) To conclude, is there any other aspect related to PrimOT that you consider important to
mention and that has not been covered in this interview?
Section 4: Effects on the School
(a) How would you describe the impact of PrimOT on the overall management and organiza-
Manuel Schneeweleo
Instituto de Estudios Superiores de Investigación y Postgrado
44
tion of the school?
(b) Has PrimOT contributed to the modernization or digital transformation of the school?
(c) What aspects of PrimOT do you consider most beneficial for the school as a whole?
(d) How has the experience been in terms of technical support and maintenance of PrimOT at
the institutional level?
To conclude, is there any other aspect related to PrimOT that you consider important to mention and
that has not been covered in this interview?
45
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
https://doi.org/10.59654/33k8a578
Relationship between the child with ADHD the fa-
mily environment: A systematic review
Relación entre el niño con TDAH y el entorno familiar:
una revisión sistemática
Abstract
The present study focuses on understanding the possible interdependence between a ADHD diagnosis, the response
to it among the family members, and how this bidirectionally affects the relationships, functioning and, ultimately,
the mental health of all the cohabitants. The methodological design is that of a systematic review following the
PRISMA protocol. The studies were analyzed using a qualitative approach based on an initial group of 143 works, of
which ten were included in the final sample. The selected studies show a clear tendency towards experiencing ne-
gative emotionality, which leads to permissive and/or authoritarian parenting styles, resulting in an increased clinical
symptomatology of the child affected by ADHD and acting as a cyclical influx of unwanted feelings and behaviors.
Keywords: ADHD, family, social relationships..
Resumen
El presente estudio se centra en comprender la posible interdependencia entre un diagnóstico de TDAH, la respuesta
al mismo entre los miembros de la familia, y cómo esto afecta bidireccionalmente las relaciones, el funcionamiento
y, en definitiva, la salud mental de todos los convivientes. El diseño metodológico es el de una revisión sistemática
siguiendo el protocolo PRISMA. Los estudios se analizaron mediante un enfoque cualitativo partiendo de un grupo
inicial de 143 trabajos, de los cuales diez se incluyeron en la muestra final. Los estudios seleccionados muestran una
clara tendencia a experimentar una emocionalidad negativa, lo que conduce a estilos parentales permisivos y/o au-
toritarios, lo que resulta en un aumento de la sintomatología clínica del niño afectado por TDAH y actúa como un
influjo cíclico de sentimientos y comportamientos no deseados.
Palabras clave: TDAH, familia, relaciones sociales.
How to cite this article (APA): Gallardo, H. C. (2026). Relationship between the child with ADHD
and the family environment: A systematic review. Revista Digital de Investigación y Postgrado, 7(13),
45-57 https://doi.org/10.59654/33k8a578
Celia Gallardo Herrerías
University of Almería, Almería, Spain
Instituto de Estudios Superiores de Investigación y Postgrado
46
Instituto de Estudios Superiores de Investigación y Postgrado
Celia Gallardo Herrerías
Introduction
Attention deficit hyperactivity disorder (ADHD) refers to a persistent pattern of inattention, impulsivity,
and hyperactivity that alters the normal functioning of the social, family, work, and/or school spheres
of the affected person, lasting for a period of more than six months (American Psychiatric Association,
2022).
From a clinical perspective, ADHD is one of the neurodevelopmental disorders with the highest pre-
valence in the child and adolescent population worldwide (at around 5%) although its incidence in
adulthood is more evident since the clinical picture can be confused with prototypical childhood be-
haviors (Berenguer et al., 2019; D’Onofrio & Emery, 2019).
To understand the scope of the ADHD presentation, it is necessary to refer to the analysis of its diag-
nostic journey, undertaken in the eighteenth century by the pediatricians and psychologists of the
time, who attributed to it a strong moralistic etiology linked to environmental factors and, especially,
to the parenting patterns developed within the family (Gómez & Ortiz, 2019) - a moral defect that
years later was complemented by the idea of minimal brain dysfunction, pointing to the alteration of
certain neuronal regions and synaptic connections as factors causing a symptomatic condition linked
to attention deficit., learning difficulties, excessive motor activity, and behavioral control problems.
Currently, a multifactorial etiological position is accepted in which both the genetic predisposition of
the person affected and the environmental features present in the social reference context play an
important role in the severity and symptomatology with which the disorder manifests itself (González
et al., 2022).
The etiological journey undertaken by ADHD over the years has been accompanied by multiple no-
menclatures ranging from minimal brain dysfunction, as previously mentioned, to the currently ac-
cepted attention deficit hyperactivity disorder. With the publication of the third edition of the Diagnostic
and Statistical Manual of Mental Disorders (DSM-III), the new nomenclature of attention deficit hype-
ractivity disorder created another controversy regarding its symptomatology, as to whether it was de-
pendent on or unrelated to hyperactive patterns (Morales & Mosquera, 2022).
ADHD is also highly predisposed to presenting comorbidly with other mental disorders such as autism
spectrum disorders, tic disorders, depressive disorders, learning difficulties or language disorders,
among others, which aggravate the core symptomatology of the dominant and comorbid disorders.
Both ADHD and its recently accepted comorbid presentations listed in the Diagnostic and Statistical
Manual of Mental Disorders (DSM-V-TR) have acquired greater social visibility, facilitating new diag-
nostic instruments and treatment options thanks to scientific advances in the study of this neurops-
ychological condition (American Psychiatric Association, 2022).
On the other hand, the current way of socially understanding ADHD sets aside a reductionist and uni-
personal position as it is necessary to study this disorder as more than an individual health problem,
and rather one that is directly linked to the social and family sphere closest to the affected person,
capable of altering the patterns of socio-family functioning and the quality of life of the cohabitants
(Stadelmann et al., 2021). Nevertheless, living with a child who has ADHD can be experienced in very
diverse ways according to the social circumstances, the values or experience of family members, and
the social sphere closest to an analogous disorder (Urbano et al., 2022). Coexistence with a person
with ADHD affects the organization and the established family model in a two-way manner, requiring
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47
adjustments of varying significance in the personal and professional lives of the cohabitants so that
efforts are combined in response to the same purpose to improve the quality of life of all the figures
involved in the family nucleus.
The objective of the present study is to collect the available scientific evidence to determine the pos-
sible concomitance between ADHD and the family’s response to a diagnosis, the repercussions that
this situation has on the relationships and functioning of the household, and vice versa - that is to say,
how the attitudes of family members affect the clinical picture of ADHD - trying to determine if the
parental style conditions the disorder’s progression. The intention is to determine to what degree an
ADHD diagnosis influences the family dynamics, and vice versa, and how family functioning affects
the clinical development of a child with ADHD, taking into account the possible effects that parental
training can have on family responses. Specifically, the present review sets the following objectives:
(a) To know how family implication affects ADHD´s conditions. (b) To analyse if parental styles causes
any influence ADHD, and vice versa. (c) To identify the impact of ADHD diagnosis in parents' mental
health.
Method
In accordance with the set objectives, the method followed was based on developing a systematic re-
view to analyze the influence that ADHD-associated symptomatology has on the family environment
and how the family’s predisposition and parental styles affect the ADHD prognosis, the purpose being
to obtain a more comprehensive understanding of the subject. The systematic review presented here
searched bibliographic documents via the Web of Science (WOS), Scopus, PubMed, Redalyc, Scielo,
and Dialnet databases using attention deficit hyperactivity disorder, quality of life and family as des-
criptors in the title, abstract and/or keywords fields. These databases were chosen based on their in-
ternational recognition and prestige, as well as their direct link to the specific research content. After
searching, collecting, and selecting the articles considered most relevant to the study, we proceeded
to analyze them, extracting descriptive information and their main findings, from which we obtained
the evidence for the results.
Search procedures
An initial search of bibliographic documents published until 2023 was carried out via the Web of
Science (WOS), Scopus, PubMed, Redalyc, Scielo and Dialnet databases using attention deficit hype-
ractivity disorder, quality of life, and family as the descriptor combination. The initial search results
were limited to complete, open-access documents and restricted to the TDAH/ADHD and family ca-
tegories for works prepared in English or Spanish.
A total of ten articles were finally included (Figure 1) after being analyzed from two perspectives: on
the one hand, the descriptive information, and findings of the studies and, on the other, the quality of
the selected articles and the validity of the information they contained. To do this, the researchers had
to assess the articles’ eligibility with regards to the review objectives, highlighting thematic aspects
such as the impact of ADHD on the family and the bidirectional role of influence between mental
health, parental styles, quality of family life, and ADHD. Table 1 shows the literature search and selection
process using the PRISMA flowchart (Preferred Reporting Items for Systematic Reviews and Meta-
Analyses) for systematic reviews (Moher et al., 2009).
Relationship between the child with ADHD and the family environment: A systematic review
Instituto de Estudios Superiores de Investigación y Postgrado
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Celia Gallardo Herrerías
Figure 1
PRISMA flowchart
Note: Own elaboration (2025).
Selection of studies: inclusion and exclusion criteria
To select the articles related to the topic under study, a series of inclusion criteria were established.
These criteria were: (A) research articles or empirical studies, (B) non-duplicated articles, (C) work fo-
cused on studying the implications that the diagnosis of a case with ADHD generates on the family
household, as well as the effects that family dynamics have on the course of the ADHD, (D) documents
published from 1990-2024. Likewise, in this study, the search focusing on articles published in peer-
reviewed journals, excluding communications, theses, and book chapters. These inclusion criteria were
essential since they allowed us to focus attention on studying the repercussions that an ADHD diag-
nosis has on the family environment and how the affected person and family members see their emo-
tional state altered in a bidirectional way.
Similarly, articles were excluded based on the following exclusion criteria: (A) Book chapters, theses,
and conference proceedings, (B) duplicated studies, (C) research outside of the study of ADHD and
its repercussions on family life, (D) Studies not published in peer-reviewed journals, (E) Reports or edi-
torial comments without original data, (F) Studies with ethical issues in their conduct.
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Results
Identification of the selected publications
The articles identified in this section cover different research studies focused on analyzing the impact
that an ADHD diagnosis has on the family environment and, reciprocally, how managing and living
with a child with ADHD affects the parents’ mental health and parenting patterns, detailing a panorama
of confluent factors such as an increase in the state of tension, stress, changes in the parents’ own
perception of their role and its effectiveness, modifications in family dynamics, and parental styles. Al-
terations in the cognitive and behavioral functioning of children with ADHD impact coexistence in the
family sphere as they require almost continuous attention; this compromises the mental health not
only of the parents but also of siblings and any other cohabitants, causing serious disturbances in
overall family functioning.
In this regard, the information collected is structured following a sequence that starts from training
for positive parenting in a family affected by ADHD, analyzing the parental styles and dynamics and
their reciprocal influence on ADHD, and ending with a study of the effects that the ADHD diagnosis,
and living with a person who has it, have on one’s emotional state, on experiencing stress, and on the
prevalence of other psychopathogens.
Description of the included items
The family is the first social agent with which the child comes into contact. In addition to the family
being a complex system of interrelationships - conjugal, filial, and fraternal - it is a sphere of reference
for the growth and integral development of all its members. That is why this phenomenon is studied
as a whole, where each party will be influenced bilaterally. Thus, the behavioral alterations associated
with one of its members having ADHD will affect the entire family system, changing the way relations-
hips form, handling the behavior of the affected person, and exercising parenting styles oriented to-
wards finding mental balance and social management of the disorder (Agha et al., 2020).
In many cases, the lack of support and advice given to the relatives of these children with ADHD se-
riously hinders their self-perception and ability to cope with such an anomalous parenting situation.
Therefore, it is fundamentally important to develop skills for appropriate parenting in cases where fa-
milies have a member with ADHD, not only to minimize the impact that the child’s diagnosis has on
the family’s functionality and the relationships between cohabitants, but also to help stimulate the
child’s overall development. In this sense, the results of the study carried out by Andrades et al. (2019)
corroborate how a lack of information and training considerably conditions the family's ability to help
their child with ADHD, compromising the consistency of their parenting style. In this research, three
families with ADHD children participated and the information was obtained through interviews.
Along the same lines, Fabra (2021) considers that the training of family members and legal guardians
responsible for children with ADHD helps to address the disorder more positively, providing tools and
information to understand the real needs of the affected person; this was evidenced in the results ob-
tained after applying a training intervention program. The study sought to demonstrate the effecti-
veness of a six-week family intervention program, observing significant improvements in family
relationships and the home environment. The parental behavioral training program was a key tool in
changing the educational style, making it more respectful and understanding of those affected, while
reflecting a more friendly and relaxed environment rather than one that was disciplinarian.
Relationship between the child with ADHD and the family environment: A systematic review
Instituto de Estudios Superiores de Investigación y Postgrado
50
Celia Gallardo Herrerías
De la Rosa (2019) obtained results that did not accord with those of Andrades et al. (2019) and Fabra
(2021). In this case, no significant evidence was observed before and after parental participation in a
psychoeducational workshop on ADHD. A total of 80 family members participated, each living with a
person with ADHD. Referencing the results, the same author concedes that possibly the workshop fai-
led to adjust sufficiently to the training needs of the participants (See Figure 2).
Figure 2
Evolution of family intervention
Note: Own elaboration (2025).
It is important to note that, when trying to manage the behavioral patterns of the disorder, parents
begin to manifest very varied adaptive responses. These are determined by various factors associated
with the severity of the pathological presentation, their training in this disorder, their perception of the
parental role, and their patience - the most recurrent being parental patterns associated with excessive
permissiveness or excessive rigidity (Morales & Mosquera, 2022; Orjales, 2019). Family dynamics and
parental styles will directly affect the manifestation and clinical progression of ADHD, with the extreme
positions being dysfunctional to positive parenting while also being detrimental to the disorder’s prog-
nosis. Among other factors, this is because usual discipline methods are less effective or totally inef-
fective in children with ADHD given the difficulties, they have in inhibiting impulsive responses or
obeying parental orders. This then generates coercive and unconscious disciplinary procedures by
the parents while triggering a negative understanding of their own parental roles. Therefore, it is hard
to identify a unidirectional and unique parental style in families who have children with ADHD. Indeed,
many types of emotional reactions to a diagnosis can be observed, such as disapproval of the disorder,
rejecting one’s responsibility to address it, and attributing it to malpractice on the part of the various
specialists (typical of a permissive parenting pattern) or marked overprotection that takes away the
autonomy of someone affected by this pathology in terms of their maturational development (Romero,
2022).
Castiblanco et al. (2020) shows in their study how the immature and dysfunctional behavior of the
parents affects the development of relational situations as well as the family dynamics, with this effect
remaining latent in the results after applying the Family Apgar Instrument.
The risk factors associated with the course of ADHD are multiple. Furthermore, it is probable that dif-
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
51
ferent variables interact, giving rise to the disorder’s symptoms evolving either positively or negatively.
However, in this case, the family environment (especially the nuclear family) negatively impacts the
child’s development and their symptoms, factors affecting the severity of the ADHD (Segura, 2019).
Following on from these ideas, Patiño and Martínez (2020) investigated how these family influences
affected a specific case, reflecting on how the parenting difficulties arising from having a child with
ADHD impacted the immediate environment, generating mismatches and imbalances among all the
members of the nuclear family. This is due to ignorance regarding the ineffectiveness of traditional
educational guidelines to channel these children’s behavior. Consequently, a failure to sufficiently adjust
the parental styles to the needs of the child with ADHD leads to the parents feeling guilty when faced
with setbacks and failed attempts to control their child’s behavior. Moreover, this is a dysfunctional
parenting practice, which aggravates the disorder’s symptomatology, making it difficult for the child
to establish social relationships with peers because the negative parenting style provides an inadequate
socialization model. This mechanism, resulting from a family psychopathology in which the members
are overcome by despair or frustration, has a direct effect on the child’s disruptive and antisocial be-
havioral manifestations, which are aggravated in a reciprocal way. In short, parenting skills significantly
interfere with the etiopathogenesis of a child with ADHD, and while the challenging behavior of ADHD
negatively impacts the parents´ emotional state, such behavioral problems in the child can be lessened
by improving parental skills. For Patiño and Martínez (2020), the way the parenting style is addressed
becomes one of the best predictors of ADHD prognosis, distinguishing between the passive role or
active role that the parent assumes in a stressful or threatening situation. Therefore, when evaluating
the impact on the family of having a child with ADHD, one must focus attention not only on the af-
fected person’s age, sex, core symptomatology, and the comorbidity of their pathological presentation,
but also on the parents’ skills and abilities in managing the disorder, their educational style, and the
expectations generated by their parental role, all of these being determining factors in them expe-
riencing anxiety, stress, guilt, depression, and dissatisfaction (Patiño & Martínez, 2020).
To the unsuitability of permissive or authoritarian parenting styles, Freitas et al. (2019) add the influence
of the parents' mental health as a significant determinant in the clinical progression of ADHD. Accor-
ding to them, low self-esteem and feelings of guilt have repercussions on the emotional development
of a child with ADHD, generating a whirlwind of feelings of failure and frustration, as well as negative
interactions that will threaten the psychological and emotional stability of both the family and the
child. Among the multiple instruments used in their study are the Parenting Styles Inventory and the
Short Measure for Assessing the Quality of Life, the results of which indicate how ADHD directly affects
the conjugal relationship, destabilizing it, and even leading to its breakdown due to a lack of consensus
in understanding and managing the disorder. Thus, feelings associated with dissatisfaction and inef-
fectiveness regarding parental styles are recurrent in families that have children with ADHD, fostering
a vicious circle of negative interactions and dysfunctional educational practices in which the supervision
of tasks is abandoned, either out of frustration or desperation, when faced with the ineffectiveness of
their actions (Fabra, 2021).
Although experiencing stress is part of the parenting process of any child, Zambrano et al. (2020)
have confirmed how high levels of parental stress are linked to oppositional behavioral patterns, im-
pulsivity, hyperactivity, and other types of behavioral problems. This indicator is also a certain predictor
of psychological well-being and the status of mental health. Therefore, it is an issue of vital importance
given that experiencing high levels of stress in the family household involves the parents having a ne-
Relationship between the child with ADHD and the family environment: A systematic review
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Celia Gallardo Herrerías
gative perception of their own capacity to implement appropriate interventions and treatments to
care for their child with ADHD. Likewise, the study identified how reducing parental stress favors more
effective management of the children’s problematic behaviors, reflected in a more positive and de-
mocratic parental style. Their study, which used the CMAS-R anxiety scale, consisted of a large parti-
cipant sample (302 subjects) including both children with ADHD and their families (See Figure 3).
Figure 3
Parental stress levels and their influence on ADHD
Note: Own elaboration (2025).
Agha et al. (2020) endorse the idea that the distinct behaviors and personalities of the children directly
influence the family dynamics, showing in their empirical study the degree to which the children’s
hyperactive and impulsive behaviors caused tension and anxiety among the family members. In this
way, greater symbiosis between attitudes related to affability, respect for rules, discipline, and self-
control would predictably occur compared to the non-ADHD control group. Thus, there is a correlation
between anxiety states, parental social distress, negative discipline, and the severity of the clinical ma-
nifestation of ADHD. In addition, these factors were linked to poorer social functioning and a marked
decrease in the quality of life of both the parents and the other family members.
In this research line, Insa (2020) reports a higher psychopathological prevalence rate in parents who
have children with ADHD compared to those who have children with no disorder, the most common
being personality disorders and affective disorders. Parents of children with ADHD are more predis-
posed to experiencing some type of mental disorder, either due to parenting or due to academic and
social difficulties concomitant with the pathology. However, depending on the age of the parents, the
presence of personality disorders would almost certainly predate having children with ADHD. Not
acknowledging that parents can have psychopathology prior to having children with ADHD negates
the bidirectional nature of ADHD and psychopathology, and the fact that in the bio-psycho-social
model, genetics and other factors are present before a child is born with ADHD. Their results showed
that, in the 115 families interviewed, there was a clear tendency towards psychopathogenic manifes-
tations in family members living with someone with ADHD compared to those in the control group.
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The challenging and demanding nature of children with ADHD often generates conflicts in the family
household, affecting the psychological functioning of the parents and their affective relationship. The
couple’s bond is clearly altered when feelings of low self-esteem, dissatisfaction, and doubts about
their parental capacity are put to the test, fostering a model of difficult coexistence that affects all the
family members (Patiño and Martínez, 2020).
Mental health, quality of life, and the family support one receives decisively influence parental practices,
as demonstrated by Berenguer et al. (2019). They point to the importance of emotional support groups
aimed at and extending to family members. Regardless of the family characteristics, the diagnosis of
a child with ADHD is complex, requiring constant advice and support to understand and try to manage
this pathology in the most appropriate way possible, in the search for a specialized and comprehensive
treatment response. Becoming parents of a child with ADHD demands a high emotional and personal
investment, not only in terms of the daily attention given to the child but also in terms of protection
and stimulation to enhance their optimal level of development. Therefore, planning and carrying out
those household tasks unrelated to attending to the child with ADHD can be somewhat arduous, ma-
king parenting difficult while neglecting the couple’s relationship (Quintero et al., 2021). In addition,
being exposed to constant social criticism due to the inappropriate behavior of a child with ADHD
usually translates into self-exclusion from situations of social exchange for fear of being rejected or
pointed out by other families (Insa, 2020). At the same time, the training received about the disorder
will help parents adopt a parenting style that is more understanding of the needs and particularities
of their child with ADHD, mitigating their feelings of guilt and frustration when faced with failed be-
havioral control attempts (Zheng, 2019).
Discussion and conclusions
This systematic review comprises a total of 10 articles which address the bidirectional influence that
an ADHD diagnosis has on both the functioning and the mental health of family members, and how
these affect the disorder’s clinical progression. More specifically, it has attempted to fulfil the following
objectives:
(a) To know how family implication affects ADHD´s conditions
Regarding this first objective, the study highlights the beneficial effect of training family members and
other social entities, both in terms of the clinical progression of the child affected by ADHD and in pro-
viding tools to help parents manage this disorder more effectively. Indeed, the participation of family
members in training processes has been shown to have a positive influence, not only in terms of greater
knowledge and better management of the intra-family situation, but also the positive influences on the
participants’ mental health, helping them to release tension and reduce their frustration. In this way,
the feelings and attitudes of the parents lead to greater positivity and patience towards their children
with ADHD. Likewise, when parents of children with ADHD participate in training processes, this brings
significant inter- and intra-family social life benefits, improving coexistence, the relationships between
siblings, and the friendship between the parents themselves (Andrades et al., 2019).
(b) To analyse if parental styles causes any influence ADHD, and vice versa
As for the second objective, the role that the family plays in the care and protection of the child is in-
disputable, even requiring the different cohabitants to restructure their roles in order to respond as
appropriately as possible to the child’s needs. Exercising a positive parenting style is conditioned by
Relationship between the child with ADHD and the family environment: A systematic review
Instituto de Estudios Superiores de Investigación y Postgrado
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Celia Gallardo Herrerías
the parents’ ability to deal with the disruptive behaviors of their child with respect and understanding.
All this pressure seems to fall exclusively on the couple and the other family members, who experience
recurrent feelings of being abandoned by the voluntary and health sectors, and even by the educa-
tional institutions.
In contrast, training, visibility, and social awareness of this disorder help generate more empathetic
social networks within which families can feel supported and understood. Support from these entities
will determine an early parental response that is more effective and better adjusted to the needs of
the child with ADHD, also determining the progression of the disorder (Patiño & Martínez, 2020). Un-
doubtedly, this is a difficult challenge given the ineffectiveness of traditional disciplinary methods that
only exacerbate situations and lead to feelings of guilt, anxiety, stress, and a negative self-perception
of the parental role.
The different family dynamics either positively or negatively influence the evolution of the clinical pic-
ture of ADHD, although they are mostly self-destructive, given the problems to manage the symptoms,
and to some extent due to a lack of information and support. Thus, parents of children with ADHD
tend to be less permissive and stricter compared to parents of children without this disorder, with a
certain recurrence towards temperamental responses and coping strategies being observed. These
lead to social isolation and frustration due, in part, to a negative self-perception of their own parenting.
The more disrupted the family social sphere, the greater the likelihood of developing an authoritarian
and punitive parental style marked by rigidity and rejection of challenging behaviors. Moreover, these
factors significantly influence the marital bond, impacting on the parenting styles, which become pre-
dominantly punitive, thus increasing the already latent aggressiveness and impulsivity of the child in
a negative way. Conversely, proactive parenting encourages behavioral modelling by reinforcing po-
sitive behaviors, helping the affected person to self-regulate and as to suppress inappropriate conduct
(De la Rosa, 2019).
(c) To identify the impact of ADHD diagnosis in parents' mental health
In response to the last of the study objectives, after analyzing the results, we consider how the maels-
trom of family attitudes and feelings affects the symptomatic progression of ADHD in a bidirectional
way. The experiencing of emotional imbalances between the spouses related to depression, stress,
anxiety, or frustration when carrying out their parental functions aggravates the child’s behavior and
may alter the relational bonds between the different cohabitants, especially those of the couple, ending
in many cases in separation or divorce (D’Onofrio & Emery, 2019).
Unlike families that do not have children diagnosed with ADHD, parents that do are subjected to grea-
ter physical and psychological strains from having to deal publicly with the disruptive behaviors of
their child. These are accompanied by a series of conflicts linked to the child’s academic difficulties or
the demands of a social environment unrelated to the disorder’s clinical characteristics. Thus, this
maelstrom of emotionality converges bidirectionally to affect the progress and behaviors of the child
with ADHD, causing serious mental imbalances in their relatives and even leading to the presentation
of psychopathologies.
Being the child’s main agents of reference, the family members play a fundamental role in this regard,
with their mental imbalances, commonly associated with depression, causing acute setbacks in the child’s
clinical picture while also affecting the mental health of all the household members (Agha et al., 2020;
Berenguer et al., 2019). Thus, the characteristics of the family sphere and the child with ADHD influence
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55
each other in such a way that the lack of parental skills, ineffective and incoherent parenting practices,
or marital dysfunction condition the expression and course of the ADHD (D’Onofrio & Emery, 2019).
Finally, it should be noted that the present study has certain limitations due to the scarcity of published
research regarding ADHD and its repercussions on coexistence. The recent emergence and growing
visibility of ADHD has brought with it the need to expand and update the research on this neurode-
velopmental disorder and its vulnerabilities. The present study has sought to delve into this area of
knowledge and give an overview of its implications in the family context, reaffirming the bidirectional
effect of the ADHD-progenitor influence. According to the results, the lack of training and information
that characterizes the family response is undoubtedly an aspect of vital importance since it determines
both the clinical progression of the ADHD and the mental health of all those living with an affected
person. As we have indicated, family training is fundamental to being able to respond efficiently to
the needs of a child with ADHD without becoming filled with guilt and hopelessness.
In addition to providing an overview of ADHD and how it affects the immediate family, we believe
that this analysis of the literature will help provide a more complete understanding of the disorder
and the erroneous parenting styles that result, giving readers who find themselves in a similar situation
a more appropriate way to manage it and to empower them by feeling accompanied throughout this
process. It will also encourage future researchers to advance in this field of study.
Undoubtedly, the family sphere plays a primary role in this disorder’s identification and development,
thus requiring the acquisition of a series of skills related to patience and assertiveness to ensure positive
and proactive parenting. In this way, parents can come to understand the challenging nature of their
child’s behavior as an effect of the disorder’s clinical symptomatology rather than as an arbitrary de-
cision adopted voluntarily by the child (Zheng, 2019).
Privacy: Not applicable.
Statement on the use of artificial intelligence: The author of this article declare that we did not
use Artificial Intelligence in its preparation.
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Date of article receipt: July 14, 2025
Date of article acceptance: August 25, 2025
Date approved for layout: September 1, 2025
Date of publication: January 10, 2026
Notes on the author
* Celia Gallardo Herrerías holds a Bachelor's Degree in Early Childhood Education, a Master's Degree in Special Education,
and a Ph.D. in Education from the University of Almería: Almería, Spain. She has been a guest professor at the Catholic
University of Santiago de Guayaquil, Ecuador, and for the Miami Department of Parks and Recreation, United States. She
is the author of the work Research on Educational Attention and Comorbidity in Autism Spectrum Disorder. Furthermore,
she is a lecturer and co-author of research articles in various international scientific journals. She works as a professor in
the Education Department of the University of Almería: Almería, Spain. Email: cgh188@ual.es
Relationship between the child with ADHD and the family environment: A systematic review
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
https://doi.org/10.59654/vkcb8150
Evaluation of academic performance through the
application of ICT in teaching and learning processes
Evaluación del rendimiento académico aplicando las TIC en los
procesos de enseñanza y aprendizaje
Abstract
The present study aimed to evaluate academic performance through the use of ICT in the teaching and learning
processes of the subject Geography, History, and Citizenship. A quantitative approach was adopted, with a descriptive
level and field design. The data collection technique was the survey, using a questionnaire applied to two populations:
the first composed of 65 students, and the second of two subject facilitators. The results showed that the integration
of ICT significantly enhances academic performance. However, it is recommended that teachers have access to the
necessary resources and training to select the most appropriate strategies according to the characteristics of their
groups. Likewise, it is essential that students receive both training and adequate tools to manage information and
communication technologies effectively, in order to optimize the teaching and learning process and achieve better
academic outcomes.
Keywords: Academic performance, Information systems, Teaching methods, Learning processes.
Resumen
El presente estudio tuvo como objetivo evaluar el rendimiento académico mediante la aplicación de las TIC en los
procesos de enseñanza y aprendizaje en la asignatura Geografía, Historia y Ciudadanía. Se adoptó un enfoque
cuantitativo, con nivel descriptivo y diseño de campo. La técnica de recolección de datos fue la encuesta, utilizando
como instrumento un cuestionario aplicado a dos poblaciones: la primera conformada por 65 estudiantes, y la se-
gunda por dos facilitadores del área. Los resultados permitieron concluir que la incorporación de las TIC favorece
significativamente el rendimiento académico. Sin embargo, se recomienda que los docentes dispongan de los re-
cursos y capacitación necesarios para seleccionar las estrategias más adecuadas según las características del grupo.
Asimismo, se resalta la importancia de que los estudiantes reciban formación y equipamiento para el uso efectivo
de las tecnologías de información y comunicación, a fin de optimizar el proceso de enseñanza y aprendizaje.
Palabras clave: Rendimiento académico, Sistemas de información, Métodos de enseñanza, Procesos de aprendizaje.
How to cite this article (APA): Di Tillo, C.. M. y Lobo, C. L. A. (2026). Evaluación del rendimiento académico
aplicando las TIC en los procesos de enseñanza y aprendizaje. Revista Digital de Investigación y Postgrado,
7(13), 59-68. https://doi.org/10.59654/vkcb8150
María Elena Di Tillio Cárdenas*
Assistant Professor at the Universidad de los Andes, Venezuela. Táchira Campus (NUTULA), attached
to the Department of Pedagogy.
Luis Alejandro Lobo Caicedo**
Assistant Professor at the Universidad de los Andes, Táchira Campus (NUTULA), affiliated with the
Department of Sciences.
Instituto de Estudios Superiores de Investigación y Postgrado
60
Introduction
Assessment as a continuous process properly addresses any educational process, provided the indi-
vidual is aware of the objectives they intend to assess at specific times and of both the internal and
external environment. Assessment must be a reflective framework that allows for the optimization
and improvement of educational and teaching-learning processes. Students require dynamic proces-
ses, which necessitates the inclusion of strategies tailored to their needs, without forgetting that the
teacher's priority is to teach with perseverance and provide students with conceptual, attitudinal, and
procedural skills.
Today's demands are shaped by the vast amount of information existing in the world; what matters is
understanding this information. Information and communication technology (ICT) has facilitated tea-
ching and learning processes through technological resources that aid in understanding the thematic
structures involved in a specific area of study. For this research, the focus is on Geography, History,
and Citizenship. However, the current context requires technological tools to develop assessment
strategies that foster meaningful learning.
Now, History, Geography, and Citizenship, whether national or global, is certainly an extensive field
of study with a deeply traditionalist approach to teaching and learning. It is often viewed as a discipline
with very few strategies for engagement, and in certain aspects, it involves the memorization of dates,
events, structures, designs, and norms, with very little interpretation, leading to significant issues in
student performance.
Faced with this, another reality is the great disinterest among students toward Geography, History,
and Citizenship, seen as a tedious area that does not respond to current reality. It is perceived as li-
mited to books, written exams, and endless lectures, condemned to not breaking its mold and drifting
further away from innovation and alignment with the reality of new generations of students.
This study on the evaluation of academic performance contributes to teaching and learning processes
by recognizing the teaching of strategies through ICT. It is vitally important that both teachers and
students are aware of technological assessment resources and know how to develop them, considering
that all resources used must always be adapted to learning needs, teaching purposes, and the specific
context. Currently, students respond to and use ICT in their daily lives as the primary means for de-
veloping their daily, school, personal, and other activities. So, why not harness this tool for teaching
and learning processes, specifically in the field of Geography, History, and Citizenship?
Therefore, the following objectives were developed: to diagnose the use of ICT in the teaching and
learning processes of 4th-year high school students in the field of Geography, History, and Citizenship;
to determine the appropriate ICT for teaching and learning processes in this field; and to specify the
impact generated by the use of ICT in teaching and learning processes on the academic performance
of students in Geography, History, and Citizenship.
Global-scale changes, a product of globalization, have made education, throughout history, the most
suitable process and the guiding axis for all social development and renewal. It is the foundation for
the formation and preparation of the human resources necessary for a well-rounded individual.
Through the educational process, fundamental values and the preservation of cultural and civic identity
are transmitted. This continues to position the school as the place for acquiring and disseminating
relevant knowledge and as the means for multiplying productive capacities.
María Elena Di Tillio Cárdenas and Luis Alejandro Lobo Caicedo
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Education is viewed from an elementary perspective, as affirmed by Ibarra (2012). Although education
is an essential and permanent element of individual and social life, it has not always been conducted
in the same way. Instead, it has varied according to the needs and aspirations of each people and
each era. For example, Socrates conversed with his disciples about the need to travel to increase their
body of knowledge. Thus, education and its style varied according to the different cultures of peoples
and evolved at the same pace as human thought.
There have been many changes that the educational process has undergone over time, which leads one
to believe that the development of societies, at different stages and moments in human history, has always
been notably centered on education, as the vehicle guaranteeing the transmission of knowledge.
The various definitions of information and communication technologies encompass a very broad and
variable concept, referring to a range of services, applications, and technologies. These use various
types of electronic equipment (hardware) and software programs (software), primarily employed for
communication through networks. Regarding ICT, Cebreiro (2007) indicates that they "revolve around
four basic media: computing, microelectronics, multimedia, and telecommunications" (p.163). Most
importantly, they operate in an interactive and interconnected manner, enabling the creation of new
communicative realities and enhancing those that can exist in isolation.
In these various definitions, there is some agreement in considering technologies as technical instru-
ments that revolve around information or its transmission. That is, they are implicitly seen as means
for carrying out the communication process.
The teaching profession requires mastery of a series of elements and procedures belonging to the
diversity formed by the school context. Among these is the didactic axis, which consists of planning
and the assessment of learning, as well as the teaching strategies that allow for the completion of the
two aforementioned procedures.
These statements highlight the importance of didactic strategies in the educational endeavor. Didactic
strategies consist of the affective, cognitive, and procedural processes that enable the student to cons-
truct learning and allow the teacher to carry out instruction. Consequently, it is affirmed that didactic
strategies are fundamentally deliberate procedures by the teaching or learning entity, with defined
intentions and motivations. This entails a diversity of differing definitions where the complexity of their
elements has diversified, depending on subjectivity, available resources, and the specific context in
which didactic actions occur.
The diversity in the use and definition of the elements of a didactic strategy by the teaching staff
transforms, in most cases, into a complication at the time of its design and subsequent implementation.
In this regard, Díaz and Hernández (2003) note: "Didactic strategies are the procedures that the tea-
ching agent uses in a reflective and flexible manner to promote the achievement of meaningful lear-
ning in students" (p.70). Likewise, they are defined as the means or resources to provide pedagogical
assistance to students. This type of strategy in current teaching practice must focus on breaking away
from traditional teaching, giving way to teaching and learning processes that achieve the formation
of an autonomous, critical student, capable of transforming their reality—that is, nurturing through
education a dynamic being.
Teaching strategies are defined, according to Díaz and Hernández (2003), as "the procedures or re-
sources used by teaching agents to promote meaningful learning." Various teaching strategies can
Evaluation of academic performance through the application of ICT in teaching and learning processes
Instituto de Estudios Superiores de Investigación y Postgrado
62
be included before (pre-instructional), during (co-instructional), or after (post-instructional) specific
curricular content, whether in a text or in the dynamics of teaching work. In this sense, Díaz and Her-
nández (2003):
Pre-instructional strategies generally prepare and alert the student regarding what and how •
they are going to learn (activation of relevant prior knowledge and experiences) and allow
them to situate themselves in the appropriate learning context. Some typical pre-instructional
strategies are: objectives and the advance organizer.
Co-instructional strategies support curricular content during the teaching process itself or •
the reading of instructional texts. They cover functions such as: detection of main information;
conceptualization of content; delimitation of the organization, structure, and interrelationships
among said contents; and maintenance of attention and motivation. Strategies such as the
following can be included here: illustrations, semantic networks, concept maps, and analogies,
among others.
Post-instructional strategies are presented after the content to be learned and allow the student •
to form a synthetic, integrative, and even critical view of the material. In other cases, they allow
students to assess their own learning. Some of the most recognized post-instructional strategies
are: embedded questions, final summaries, semantic networks, and concept maps.
Another valuable classification by Díaz and Hernández (2003) can be developed based on the cog-
nitive processes that strategies use to promote better learning. Thus, a second classification is propo-
sed, which is briefly described below.
Strategies for activating (or generating) prior knowledge and establishing appropriate expec-•
tations in students: These are strategies aimed at activating students' prior knowledge or even
generating it when it does not exist. In this group, we can also include those strategies that
focus on clarifying the educational intentions that the teacher aims to achieve by the end of
the cycle or educational situation.
In this regard, Díaz and Hernández (2003) state the following: A learning strategy “is a procedure (a
set of steps and skills) that a student acquires and employs in a traditional manner as a flexible instru-
ment for meaningful learning and for solving academic problems and demands†(p.70). This means
that the specific objectives of any teaching strategy can consist of affecting the way new knowledge
is selected, acquired, organized, or integrated, or even modifying the learner's affective or motivational
state, so that they learn curricular and extracurricular content more effectively.
The classification of learning strategies is a difficult task, given that different authors have approached
them from a variety of perspectives. In this regard, Pozo (1990) points out: “Learning strategies can be
classified according to how general or specific they are, the domain of knowledge to which they are
applied, the type of learning they promote, the type of particular techniques they combine…†(p.16).
Methodology
The research was framed within the positivist paradigm, understood as the search for causes in social
phenomena through systematic observation, the correlation of variables, and the formulation of ge-
neralizations (Arias, 2012). This approach allowed for the evaluation of academic performance based
on the incorporation of Information and Communication Technologies (ICT) in the teaching and lear-
ning processes in the area of Geography, History, and Citizenship.
María Elena Di Tillio Cárdenas and Luis Alejandro Lobo Caicedo
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
63
According to the nature of the problem and the stated objectives, a descriptive research level was
defined, whose purpose is to collect and analyze information to identify characteristics, dimensions,
and key aspects of the phenomenon (Hernández et al., 2006). In this sense, the study sought to des-
cribe the use and perception of ICT as a pedagogical resource in the subject.
The research design was a field study, as data were collected directly in the context where the events
occur, without manipulation of variables (Palella and Martins, 2010). Data collection was carried out at
the selected educational institution during April 2023, through the application of surveys.
The population consisted of 4th-year high school students (section A = 33 students and section B =
32 students), with a total of 65 enrolled students according to data provided by the institution's ad-
ministration and the two facilitators responsible for the subject. The definition of the population fo-
llowed Malhotra's criteria (2016). Regarding the sample, intentional sampling (Sabino, 2010) was used,
taking the entire population: 65 students and 2 teachers (a census sample). This decision allowed for
the coverage of all relevant analysis units for the study's objectives.
Table 1
Population A and B according to Malhotra
Source: Lobo and Di Tillio (2023).
The data collection technique used was the survey, understood as a systematic search for information
through questions directed at participants (Vidal, 2001). As an instrument, structured questionnaires
were applied, defined as a system of logical and coherent questions that facilitate obtaining data from
primary sources (García, 2004). Two instruments were developed: Questionnaire A, aimed at students,
and Questionnaire B, administered to facilitators. Both questionnaires were standardized, with clo-
sed-ended questions inquiring about the use, acceptance, and perceived impact of ICT in teaching
and learning processes.
Results
Regarding students
Students believe that the study methods used for teaching and learning processes in the area of Geo-
graphy, History, and Citizenship do not benefit academic performance. This was observed in the aca-
demic results obtained during the first term of the 2022-2023 academic period, from October to
December 2022, where the average score for the curricular unit was 13.14 points on a scale of 1 to 20.
All students believe that the area of Geography, History, and Citizenship has become tedious when
developing the programmatic content. According to the instrument's results, this likely generated low
motivation and, consequently, affected academic performance.
In line with this, a higher proportion, specifically 48 participants representing 74%, consider that the
strategy currently applied to the teaching process does not adapt to their needs. On the contrary, te-
Criterion Population A Population B
Element Educations institution Educations institution
Unidad muestral Institución educativa Geography, history, and citizenship facilitators / instructors
Scope 4th-year students A and B Municipio San Cristóbal
Time April 2023 April 2023
Evaluation of academic performance through the application of ICT in teaching and learning processes
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chnological advancement has notably influenced the educational process. Students' current needs
are oriented towards the secure use of technology; they prefer to interact with technological tools,
software, among others. It is notably affirmed that the strategies currently used by facilitators in the
area of Geography, History, and Citizenship are not adapted to the current context. Just as globaliza-
tion advances at paradigmatic levels, the strategies applied in the teaching process must change. In
the current context, Information and Communication Technologies are a viable alternative.
Regarding Teachers
Although teachers show willingness to apply and develop teaching and learning strategies, they have
not been trained to implement them in the learning environment. However, they consider it interesting
to improve the training process by using new technological learning methods. Meaningful learning is
a study variable that must be acquired by students in such a way that they do not forget the knowledge
required for subsequent academic periods. Therefore, all facilitators affirm that through technologies,
participants can achieve meaningful learning.
The findings also argue that students are currently not motivated by the strategies used in the area
of Geography, History, and Citizenship. Therefore, the variable of tedium is related to students' low
motivation to carry out the different assessment strategies employed in the area.
Regarding teaching and learning strategies
Table 2 below shows the ICT resources most commonly used in education, along with their functionality
in relation to the defined assessment strategy. Following a documentary review of various sources
presenting ICT resources, the most suitable ones for the teaching and learning processes of 4th-year
high school students in the field of Geography, History, and Citizenship were determined.
Tabla 2
Herramientas TIC`s empleadas con frecuencia en la educación
Note: Belloch (2018).
ICT Tool Strategy to be used
Google Apps for education
Create work environments (concept maps, mind maps, outlines, among others).Edmodo
Goconqr
Padlet
Debates, communication, and collaboration.
Prezi
Popplet
Glogster
Kahoot Interactive games.
Moodle Virtual classrooms.
Camtasia Screen recordings, presentations.
Wix Websites.
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Regarding the impact of ICT on academic performance the planning developed during the first aca-
demic term of the 2022-2023 school year shows only traditional assessment strategies, such as written
tests, presentations, and essays assigned without implementing information and communication te-
chnology tools. For the first assessment, a workshop in the learning environment, students brought
support material on the thematic unit of Gran Colombia corresponding to the History subject. Sub-
sequently, the facilitator assigned a series of questions to be answered based on the researched sup-
port material.
For the assessment strategy of the second thematic unit, corresponding to Venezuela's economic
structure from 1830-1870 in the History subject, a presentation was conducted using a sheet of bond
paper as a visual aid. For the third thematic unit, Venezuela's social structure from 1830-1870 in the
History subject, an individual written test was administered with true/false questions, multiple-choice,
and open-ended response items. Finally, for the last thematic unit on the abolition of slavery, an essay
was assigned in the learning environment. The facilitator provided the title, and participants began
writing according to the given instructions.
In comparison with the planning for the first term, during the second term, to assess the first thematic
unit, Venezuelan Political Process 1870-1899 for the History subject, a video was produced using the
technological tool Camtasia. Each participant created a series of slides in Microsoft PowerPoint, then
recorded an explanation of the assigned content. Upon completion, they uploaded the videos to the
corresponding YouTube channel and shared the link via email to 4toañoghc@gmail.com, provided
by the teacher.
Regarding the second thematic unit, “Venezuelan Economic Structure 1870-1899†in the History sub-
ject, they developed a presentation using the Prezi program and submitted it similarly via email. For
the third and fourth thematic units, titled Governments of Cipriano Castro and Juan Vicente Gómez
and Venezuelan Economic and Social Structure between 1899-1935 for the History subject, they used
the GoConqr program to create a concept map and a mind map.
The results obtained regarding the academic performance of the 4th-year high school students in
the first two academic terms are presented in the following table.
Table 3
Academic performance of 4th-year high school students
Note: Data provided by the evaluation coordination department.
An increase in academic performance is observed for each of the 4th-year high school sections, as well
as in the overall index. Furthermore, the number and proportion of passing students increases from one
term to the next. This positive outcome contributes to the comprehensive development of the student,
Section Average in the subject area
for the first term
Average in the subject area for
the second term
A 12,18 points 14,63 points
B 14,10 points 14,23 points
General 13,14 points 14,43 points
Evaluation of academic performance through the application of ICT in teaching and learning processes
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teaching them to use technological tools within the current context and meeting their needs. It reduces
tedium, and students become motivated to complete the applied assessment strategies.
Discussion
The study's results revealed that the majority of students had not used information and communication
technologies in their learning processes, although they showed a high willingness to integrate them
into the classroom. This finding aligns with what was noted by Belloch (2018), who states that the use
of ICT creates more motivating and engaging learning environments, reducing the tedium associated
with traditional strategies.
On the other hand, it was observed that teachers maintained conventional methodologies, which limited
the pedagogical use of ICT. This situation reflects the gap between the potential of technology and teaching
practices, which is consistent with what was highlighted by Cebreiro (2007), who points out that ICT imple-
mentation requires not only infrastructure but also teacher training to design effective strategies.
The increase in academic averages obtained after the incorporation of digital resources corroborated
the assertion by Díaz and Hernández (2003), who emphasize that innovative didactic strategies sti-
mulate meaningful learning. Likewise, it was confirmed that students felt more motivated and engaged,
reinforcing what was proposed by Pozo (1990) regarding the importance of strategies that develop
student autonomy and participation.
However, the teachers' lack of proficiency in handling technological tools constitutes a significant li-
mitation. This finding relates to what was presented by Ibarra (2012), who argues that changes in edu-
cation require overcoming methodological inertia and embracing innovation as a central axis in
pedagogical practice. The willingness shown by teachers to receive training, nevertheless, constitutes
an opportunity to transform teaching and learning processes in this disciplinary field.
Consequently, the research provided evidence that the use of ICT contributes to improving the quality of
learning, provided there is coherence between didactics and the use of technological resources. Further-
more, the results suggest that the inclusion of virtual environments, applications, and educational software
not only elevates academic performance but also fosters digital competencies essential in today's society.
Finally, it should be noted that this study was limited to a small population of students and teachers
at a single educational institution, which restricts the generalization of the results. Future research
could expand the sample and explore comparisons between different institutions or curricular areas,
thereby strengthening the external validity of the findings.
Conclusions
The educational endeavor influences all facets of life; it constitutes an essential activity in the formation
of the individual within the school environment and is oriented towards a fundamental benefit: mea-
ningful learning. Education must be appreciated in all its breadth, opening doors to the world of in-
formation and new ICT trends in a globalized context.
Currently, the strategies employed in the area of Geography, History, and Citizenship are not entirely
adequate for the educational process. Traditional methods persist, generating tedium and low moti-
vation among students, while teachers lack technological resources for planning ICT-based lessons,
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
67
limiting the learning that students require for their comprehensive development as future professionals.
Hence, the concern of this research arises: to assess academic performance, identify deficiencies, and
propose opportunities for improvement in teaching and learning processes through innovative tools.
The study focused on 4th-year high school students, diagnosing the use of ICT as a study method
and as a teaching strategy in planning. Since cognitive processes lead to the development of skills
and the acquisition of new knowledge, it is expected that students achieve more meaningful learning
and master various strategies.
By recognizing the student's inclination towards using ICT, the teacher must assume that planning
based on these technologies improves teaching and academic performance. The inclusion of appli-
cations, software, and online resources represents an advantage, as it allows young people to select
and combine strategies that enhance their own cognitive process.
The teacher's work, although often conditioned by policies, guidelines, and regulations, requires will,
enthusiasm, and creativity to design innovative proposals that strengthen autonomous learning, wit-
hout neglecting pedagogical support. Thus, the student will face the world with appropriate and mea-
ningful resources, valuing the classroom not only as a space for content but for formative experiences,
where the relationships between geography, history, and citizenship become an enriching, aesthetic,
and transformative process.
Confidentiality: Not applicable.
Funding: This work has not received any type of funding.
Conflict of interest: The authors declare that they have no conflict of interest.
Artificial intelligence use statement: The authors of this article declare that we have not used
Artificial Intelligence in its preparation.
Referencias
Arias, F. (2012). El proyecto de investigación: Introducción a la metodología científica. 5.ª ed. Episteme.
Belloch, C. (2018). Las tecnologías de información y comunicación en el aprendizaje. Club Universitario
España. https://medac.es/articulos-educacion-infantil/las-herramientas-tic-en-la-educacion/
Cebreiro, J. (2007). Metodología de la investigación. Editorial Club Universitario España.
https://books.google.co.ve/books?isbn=8484546160
CRediT authorship statement
Author Roles performed
MEDTC Conceptualization, Data Curation, Formal Analysis, Writing – Original Draft.
LALC Conceptualization, Data Curation, Project Administration.
Evaluation of academic performance through the application of ICT in teaching and learning processes
Instituto de Estudios Superiores de Investigación y Postgrado
68
Díaz, F. y Hernández, G. (2003). Estrategias docentes para un aprendizaje significativo: Una interpre-
tación constructivista. McGraw-Hill.
García, M. (2004). El cuestionario: Recomendaciones metodológicas para el diseño de cuestionarios. Limusa.
Hernández, R., Fernández, C. yBaptista, P. (2006). Metodología de la investigación. 4.ª ed.. McGraw-Hill.
Ibarra, Y. (2012). Juran y la calidad por el diseño. Madrid: Díaz de Santos.
http://books.google.co.ve/books?isbn=8479782153
Malhotra, N. (2016). Investigación de mercados: Un enfoque aplicado. (4.ª ed.). Pearson Educación.
Palella, S. y Martins, F. (2010). Metodología de la investigación cuantitativa. Elizcom.
Pozo, I. 1990 Estrategias de aprendizaje. En Coll, C., A. Marchesi y J. Palacios (Comps.) Desarrollo psi-
cológico y educación. II. Psicología de la Educación. Alianza.
Sabino, C. (2010). El proceso de investigación. (9.ª ed.). Panapo.
Silva, L. (2006). Juicio de expertos en investigación educativa. Universidad Central de Venezuela.
Vidal, C. (2001). Manual de trabajo de campo en la encuesta. Trotta.
Article received: August 14, 2025
Article accepted: September 4, 2025
Approved for layout: September 9, 2025
Publication date: January 10, 2026
Notes on the contributors
•María Elena Di Tillio Cárdenas holds a Bachelor's degree in Education with a specialization in Geography and Earth
Sciences from the Universidad de Los Andes, Táchira, Venezuela. She earned a Magister Scientiae (M.Sc.) in Educational
Assessment from the Universidad de Los Andes, Táchira, Venezuela. She is currently developing a research line in Edu-
cational Assessment. She is a student in the Doctorate in Humanities with a specialization in Education at the Instituto
de Estudios Superiores de Investigación y Posgrado, Táchira, Venezuela. She is a Full-time Assistant Professor at the Uni-
versidad de los Andes, Táchira Campus (NUTULA), affiliated with the Department of Pedagogy. Contact email: ditillio-
maria15@gmail.com
** Luis Alejandro Lobo Caicedo holds a degree in Industrial Engineering from the Universidad Nacional Experimental del
Táchira. He earned a Higher Technical University Diploma in Personnel Administration from the Instituto Universitario
Jesús Enrique Lozada. He is a Licensed Educator specializing in Mathematics from the Universidad Nacional Experimental
de los Llanos Occidentales Ezequiel Zamora. He holds a Master's in Business Management with a specialization in
Finance from the Universidad Nacional Experimental del Táchira. He is a Lawyer, graduated from the Universidad Nacional
Experimental de los Llanos Occidentales Ezequiel Zamora. He holds a Doctorate in Mathematics from the Instituto de
Estudios Superiores de Investigación y Postgrado. He is a Full-time Assistant Professor at the Universidad de los Andes,
áchira Campus (NUTULA), affiliated with the Department of Sciences. Contact email: luis.lobo0811@gmail.com
María Elena Di Tillio Cárdenas and Luis Alejandro Lobo Caicedo
69
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
https://doi.org/10.59654/r7v8qs32
Conscious educational leadership as a means of
human development in the resignification of ma-
nagerial theory and practice within BANI contexts
Gestión educativa consciente como vía para el desarrollo hu-
mano en la resignificación de la teoría y praxis gerencial
en entornos BANI
Abstract
The study examined the re-signification of managerial theory and practice in BANI environments through Transpersonal
Conscious Educational Administration (AETC). A qualitative approach, interpretative paradigm, and ethnographic design
with ethnographic systematization were adopted, involving one participant per hierarchical level: senior management,
leading management, and technical management. Data collection included participant observation, interviews, field
diaries, and systematization workshops, processed through coding and thematic categorization. Results showed that
conscious educational management strengthened ethical leadership, holistic human development, resilience, and co-
llaboration, integrating transpersonal competencies, neurointelligence, and mindfulness. Managerial praxis transformed
into transpersonal, adaptive, and ethical leadership capable of addressing fragility, anxiety, nonlinearity, and incompre-
hensibility characteristic of BANI environments. In conclusion, Fundaunamor functioned as a practical laboratory for
organizational transformation, validating an integrated, conscious, and humanistic educational and managerial model.
Keywords: Theory, Management, Management, Leadership, Integration.
Resumen
El estudio investigó la resignificación de la teoría y praxis gerencial en entornos BANI mediante la Administración Edu-
cativa Transpersonal Consciente (AETC). Se adoptó un enfoque cualitativo, paradigma interpretativo y diseño etnográfico
con sistematización etnográfica, incluyendo un participante por nivel jerárquico: alta gerencia, gerencia líder y gerencia
técnica. La recolección de datos integró observación participante, entrevistas, diarios de campo y talleres de sistema-
tización, procesados mediante codificación y categorización temática. Los resultados mostraron que la gestión educativa
consciente fortaleció liderazgo ético, desarrollo humano integral, resiliencia y colaboración, promoviendo la integración
de competencias transpersonales, neurointeligencia y atención plena. Se evidenció que la praxis gerencial se transformó
hacia un liderazgo transpersonal, adaptativo y ético, capaz de enfrentar fragilidad, ansiedad, no linealidad e incom-
prensibilidad propias de los entornos BANI. En conclusión, Fundaunamor funcionó como laboratorio práctico de trans-
formación organizacional, validando un modelo educativo y gerencial integral, consciente y humanista.
Palabras clave: Teoría, Administración, Gestión, Liderazgo, Integración.
How to cite this article (APA): Romero, L. B. L. (2026). Conscious educational leadership as a means of human
development in the resignification of managerial theory and practice within BANI contexts. Revista Digital de
Investigación y Postgrado, 7(13), 69-81. https://doi.org/10.59654/r7v8qs32
Beisy Lisbeth Romero Luzardo*
Head of Administration Coordinator for the International University of Love Foundation.
Instituto de Estudios Superiores de Investigación y Postgrado
70
Beisy Lisbeth Romero Luzardo
Introduction
In the contemporary organizational context, environments are characterized by fragility, anxiety, non-
linearity, and incomprehensibility, constituting the BANI paradigm (Cascio, 2018). This reality demands
that educational and organizational systems develop resilience, adaptability, and awareness in mana-
gerial action. Traditional models prove insufficient, making the reframing of management theory and
praxis highly relevant, steering towards human and sustainable values, as proposed by Transpersonal
Management (Romero & Piña, 2024).
Given all this, the research is conducted under a qualitative approach and an interpretative paradigm,
adopting an ethnographic design with ethnographic systematization (Hernández et al., 2014; Denzin
& Lincoln, 2017; Pereira, 2016). One representative from each hierarchical level participated: senior
management (diploma program coordinator), leading management (teacher), and technical mana-
gement (teaching assistant). Data collection integrates participant observation, interviews, field diaries,
and systematization workshops, processed through coding and thematic categorization, with ethno-
graphic triangulation to ensure interpretive validity (Spradley, 2016; Kvale, 2009; Miles, Huberman &
Saldaña, 2014; Creswell & Poth, 2018; Flick, 2015).
Certainly, the results show that conscious educational management strengthens ethical leadership,
comprehensive human development, resilience, and collaboration across all hierarchical levels. The
diploma coordinator integrates institutional objectives with ethical values, prioritizing well-being and
curriculum adaptability; the teacher applies humanized pedagogy and reflective decision-making;
and the teaching assistant implements mindfulness, self-management, and transpersonal practices in
technical processes. These actions reflect the reframing of managerial praxis towards conscious, ethical,
and adaptive leadership in the face of the fragility, anxiety, and non-linearity of the BANI environment
(Cascio, 2020; Cobo, 2023; Hernández et al., 2014).
Furthermore, Conscious Transpersonal Educational Management (CTEM) integrates purpose, self-ma-
nagement, inner connection, transpersonal neuro-intelligence, and empathetic leadership. The ap-
plication of the Stella Method of Organizational Freedom, communities of practice, methodological
tools, and educational neuroscience enables leaders to manage consciously, transforming uncertainty
into collaborative learning, innovation, and institutional resilience (Wilber, 1990; Romero, 2022; Romero
& Piña, 2024; Goleman, 2020; Senge, 2006).
Thus, the reframing of management theory and praxis in BANI environments promotes a compre-
hensive, humanistic, and adaptable educational and organizational model. Fundaunamor functions
as a practical laboratory for this transformation, demonstrating that integrating human values, ethical
awareness, mindfulness, and transpersonal competencies empowers the formation of leaders capable
of facing contemporary complexity, consolidating conscious, resilient, and purpose-oriented organi-
zations (Romero & Piña, 2024; Cascio, 2020).
Similarly, the epistemology underpinning the theoretical foundations is oriented towards Conscious
Educational Management in BANI environments characterized by fragility, anxiety, non-linearity, and
incomprehensibility (Fundaunamor, 2019). This approach drives the reframing of management theory
and praxis through transpersonal competencies and ethical leadership. In this framework, Cascio
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(2018) highlights organizational adaptability, while Immordino & Damasio (2007) demonstrate the role
of reflective consciousness and emotions in decision-making and resilience, applying to the hierarchical
levels of Senior Management (Diploma Coordinator), Leading Management (Teacher), and Technical
Management (Teaching Assistant).
Furthermore, Conscious Educational Management emphasizes reflective leadership, ethical decision-
making, and mindfulness of educational processes, promoting resilient and sustainable environments
(Senge, 2006; Zohar & Marshall, 2000). This approach enhances pedagogical innovation, continuous
improvement, and the comprehensive development of students and teachers, contributing to the re-
framing of managerial praxis in complex contexts (Spreitzer & Cameron, 2012; Drago-Severson, 2012).
All of this, Organizational Human Development, strengthens individual and collective capacities, pro-
moting a healthy, collaborative, and learning-oriented work environment. Strategies such as assertive
communication, teamwork, and continuous training drive professional development and the impro-
vement of educational processes (García Bucheli et al., 2023; Rondón & Ammar, 2016).
Meanwhile, within BANI Environments in Educational Management, characterized by fragility, anxiety,
non-linearity, and incomprehensibility, educational institutions need to strengthen their resilience and
capacity for adaptive learning to manage change with strategic awareness (Cascio, 2020; Tshetshe,
2025). In this context, transformational leadership promotes innovation and institutional commitment,
facilitating the integration of personalized educational technologies that optimize pedagogical effec-
tiveness and community satisfaction (Pennel, 2023; Román et al., 2025).
Meanwhile, Conscious Transpersonal Educational Administration (CTEA) integrates transpersonal awa-
reness, organizational learning, and knowledge management, promoting comprehensive develop-
ment and optimizing educational processes. This approach reframes managerial praxis, strengthens
institutional resilience, and facilitates self-management and meaningful learning (Rodríguez & Gairín,
2015; Scharmer, 2009; Romero, 2024).
Therefore, Transpersonal Neuro-intelligence articulates neurocognitive processes and transpersonal
awareness, fostering resilience, conscious decision-making, and human development (Llinás, 2003;
Doria, 2021). Its application in educational management optimizes strategic planning, team coordi-
nation, and the comprehensive development of the institution's members.
However, Organizational Behavior studies actions, attitudes, and relationships within the institution,
considering individual, group, and organizational factors (Robbins & Judge, 2018; Lussier & Achua,
2022). This understanding allows for the design of strategies that foster cooperation, innovation, and
resilience, strengthening cohesion and well-being in the educational community (Bolman & Deal, 2017).
In this way, Organizational Learning enables the acquisition, sharing, and application of knowledge to im-
prove educational and administrative processes (Argote & Miron-Spektor, 2011; Crossan, Lane & White,
1999). It promotes collaboration, critical reflection, and the collective creation of knowledge, consolidating
institutional resilience and the professional development of teachers and administrators (Edmondson, 2012).
Likewise, the Educational Management Toolkit integrates strategies and resources to implement ma-
nagement practices and promote comprehensive development, including strategic planning, reflective
Conscious educational leadership as a means of human development in the resignification of managerial
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Beisy Lisbeth Romero Luzardo
leadership, conflict resolution, and transversal and transpersonal competencies (Bolívar, 2016; Mar-
quardt, 2011). Its application strengthens resilience, self-management, and the reframing of managerial
praxis (Senge, 2006; Heifetz et al., 2009).
On the other hand, the Stella Method of Organizational Freedom is articulated in six phases: Inner Si-
lence, Transcendence, Vibrational Elevation, Liberation, Light of the Soul, and Conscious Action, fos-
tering self-observation, emotional regulation, and ethical coherence (Echeverría, 1994; Freire, 2004).
Its implementation strengthens resilient, collaborative educational environments centered on the com-
prehensive development of institutional actors.
Methodology
It is worth emphasizing that the research was conducted under a qualitative approach and an inter-
pretative paradigm, aimed at understanding the meanings organizational actors attribute to conscious
educational management (Hernández et al., 2014; Denzin & Lincoln, 2017). An ethnographic design
with ethnographic systematization was adopted (Pereira, 2016), with one representative participating
from each hierarchical level: Senior Management (Diploma Coordinator), Leading Management (Tea-
cher), and Technical Management (Teaching Assistant). Data were obtained through participant ob-
servation, in-depth interviews, field diaries, and systematization workshops, processed through coding
and thematic categorization (Spradley, 2016; Kvale, 2009; Miles et al., 2014; Creswell & Poth, 2018). Fi-
nally, ethnographic triangulation among the three hierarchical levels consolidated interpretive validity
and allowed for the emergence of a substantive theory that reframed managerial praxis based on
the participants' experiences (Denzin, 2009; Flick, 2015).
Results
Analysis of Findings: Ethnographic Record 1. Senior Management
Category: Conscious educational management. The diploma coordinator revealed that they alig-
ned institutional objectives with ethical values and the comprehensive development of the student
(Ethnographic Record 1, Fundaunamor, 2025, p. 1). This practice responded to the fragility and anxiety
inherent in the BANI environment, where uncertainty demanded curriculum adaptability and emo-
tional attention. In this sense, the reframing of management theory and praxis was evident in the shift
from a technical-administrative function towards ethical and humanistic action, consistent with the
tenets of Cascio (2020), Hernández et al. (2014), and Denzin & Lincoln (2017), who affirm that the in-
terpretive understanding of experiences allows for transforming educational management modes.
Category: Organizational human development. The diploma coordinator implemented scholarship
programs, mindfulness, and job rotation, prioritizing well-being and comprehensive learning (Ethno-
graphic Record 1, Fundaunamor, 2025, p. 1). This action facilitated the reframing of management
theory and praxis towards conscious, empathetic, and resilient leadership, capable of confronting the
anxiety and non-linearity of the BANI environment, integrating the human dimension as the axis of
institutional effectiveness (Cascio, 2020; Chiavenato, 2017; Robbins & Judge, 2017).
Category: BANI environments in educational management. The diploma coordinator observed
that technological pressure and environmental complexity generated anxiety and non-linear situations,
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73
requiring collaborative and strategic responses from the coordinator (Ethnographic Record 1, Fun-
daunamor, 2025, p. 1). In this context, the reframing of management theory and praxis gave rise to
resilient and inclusive leadership, capable of handling the fragility and uncertainty inherent in the BANI
environment (Cascio, 2020; Cobo, 2023).
Category: Conscious Transpersonal Educational Administration (CTEA). The diploma coordinator
indicated that the director prioritized inner connection through meditation and clarity of purpose
(Ethnographic Record 1, Fundaunamor, 2025, p. 2). This practice allowed for the reframing of mana-
gement theory and praxis, promoting compassionate and facilitative leadership capable of confronting
the anxiety and non-linearity of the BANI environment, maintaining stability and institutional coherence
(Cascio, 2020; Wilber, 1990; Romero & Piña, 2024).
Category: Transpersonal neuro-intelligence. The diploma coordinator indicated that the director
practiced conscious breathing and metacognition before evaluating or making decisions (Ethnograp-
hic Record 1, Fundaunamor, 2025, p. 3). This practice allowed for the reframing of management theory
and praxis, promoting leadership capable of managing the fragility, anxiety, and non-linearity of the
BANI environment, maintaining serenity and ethical focus (Cascio, 2020; Goleman, 2020; Siegel, 2020).
Category: Organizational behavior. The diploma coordinator indicated that relationships among
members were horizontal and based on mutual trust, with frequent and direct communication (Eth-
nographic Record 1, Fundaunamor, 2025, p. 3). This approach allowed for the reframing of manage-
ment theory and praxis, promoting distributed leadership capable of confronting the uncertainty and
anxiety inherent in the BANI environment, strengthening cohesion and institutional effectiveness (Cas-
cio, 2020; Robbins & Judge, 2018; Mintzberg, 2017).
Category: Organizational learning. The diploma coordinator indicated that communities of practice
among instructors were encouraged, documenting experiences and lessons learned (Ethnographic
Record 1, Fundaunamor, 2025, p. 4). This practice allowed for the reframing of management theory
and praxis, promoting leadership capable of confronting the anxiety and non-linearity of the BANI
environment, sustaining institutional innovation and resilience through collective learning (Cascio,
2020; Nonaka & Takeuchi, 2019; Senge, 2006).
Category: Educational management toolkit. The diploma coordinator evidenced the application
of active methodologies such as Design Thinking and ethical matrices, integrated into technological
platforms (Ethnographic Record 1, Fundaunamor, 2025, p. 4). This practice allowed for the reframing
of management theory and praxis, promoting leadership capable of confronting the fragility and non-
linearity of the BANI environment, strengthening institutional adaptability and strategic thinking (Cas-
cio, 2020; Drucker, 2014; Romero, 2022).
Category: Stella method of organizational freedom. The diploma coordinator implemented the
phases of Inner Silence and Liberation, applying reflection practices and relinquishing control over
instructors. These actions promoted resilience, self-management, and ethical coherence, while pro-
gressively integrating the phases of Transcendence, Vibrational Elevation, Light of the Soul, and Cons-
cious Action (Ethnographic Record 1, Fundaunamor, 2025, p. 5). This allowed for the reframing of
management theory and praxis, developing leadership capable of confronting the fragility, anxiety,
Conscious educational leadership as a means of human development in the resignification of managerial
theory and practice within BANI contexts
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Beisy Lisbeth Romero Luzardo
and non-linearity inherent in the BANI environment, strengthening inner freedom, conscious deci-
sion-making, and institutional ethical coherence (Cascio, 2020; Pereira, 2016; Wilber, 1990).
Analysis of findings: Ethnographic record 2. Leading management (Teacher, Fundaunamor)
Category: Conscious educational management. The teacher guided their leadership through hu-
manized pedagogical practice, incorporating mindfulness and ethics into their decisions (Ethnographic
Record 2, Fundaunamor, 2025, p. 1). This orientation allowed for the reframing of management theory
and praxis, promoting leadership capable of confronting the fragility and anxiety of the BANI envi-
ronment, strengthening conscious pedagogical reflection and sensitivity to institutional change (Cascio,
2020; Hernández et al., 2014; Denzin & Lincoln, 2017; Spradley, 2016).
Category: Organizational human development. The teacher strengthened self-knowledge through
training processes and collaborative dialogues, promoting well-being and empathy as axes of mana-
gerial action (Ethnographic Record 2, Fundaunamor, 2025, p. 1). This practice allowed for the reframing
of management theory and praxis, transforming their leadership into a conscious and adaptive model,
capable of handling the anxiety and non-linearity of the BANI environment, consolidating resilience
and institutional coherence (Cascio, 2020; Chiavenato, 2017; Robbins & Judge, 2018; Miles et al., 2014).
Category: BANI environments in educational management. The teacher confronted environ-
mental fragility through flexibility, resilience, and collaboration, essential attributes in conscious edu-
cational management (Ethnographic Record 2, Fundaunamor, 2025, p. 2). Fragility and anxiety
promoted emotional self-regulation and conscious educational innovation. Managerial praxis trans-
formed towards reflective, cooperative, and adaptive leadership, capable of responding to the com-
plexity and volatility of the BANI environment (Cobo, 2023; Cascio, 2020; Hernández et al., 2014).
Category: Conscious Transpersonal Educational Administration (CTEA). The teacher reflected
and applied CTEA by integrating being, feeling, and doing, consolidating compassionate decisions
and emotional self-management (Ethnographic Record 2, Fundaunamor, 2025, p. 2). This practice
allowed for the reframing of management theory and praxis, developing transpersonal and conscious
leadership capable of managing the anxiety and uncertainty inherent in the BANI environment,
strengthening collective well-being (Cascio, 2020; Wilber, 1990; Torralba, 2010; Romero & Piña, 2024).
Category: Transpersonal neuro-intelligence. The teacher managed their emotions through mindfulness,
maintaining serenity and balance in the face of educational challenges (Ethnographic Record 2, Fundau-
namor, 2025, p. 3). This practice allowed for the reframing of management theory and praxis, developing
emotionally intelligent leadership capable of confronting the fragility, anxiety, non-linearity, and incompre-
hensibility of the BANI environment (Cascio, 2020; Goleman, 2020; Pascual-Leone, 2001; Siegel, 2020).
Category: Organizational behavior. The teacher promoted empathetic communication and hori-
zontal cooperation, strengthening team trust and cohesion (Ethnographic Record 2, Fundaunamor,
2025, p. 4). The incomprehensibility of the environment was mitigated by horizontal and participatory
relationships. The reframing of management theory and praxis was reformulated towards shared, re-
lational, and distributed leadership, focused on collaboration and transparency (Cascio, 2020; Mintz-
berg, 2017; Salas, Rico, & Passmore, 2017; Robbins & Judge, 2018).
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Category: Organizational learning. The teacher fostered communities of practice and co-learning,
ensuring the sustainability of knowledge in contexts of non-linearity within the BANI environment
(Ethnographic Record 2, Fundaunamor, 2025, p. 4). The reframing of management theory and praxis,
through the collaborative construction of knowledge and institutional resilience, evidenced an orga-
nization that learns continuously (Cascio, 2020; Senge, 2006; Nonaka & Takeuchi, 2019; Argyris, 1999).
Category: Educational management toolkit. The teacher used reflective methodologies and self-
knowledge tools to make ethical and conscious decisions (Ethnographic Record 2, Fundaunamor,
2025, p. 5). This practice allowed for the reframing of management theory and praxis, developing
leadership capable of confronting the fragility, anxiety, non-linearity, and incomprehensibility of the
BANI environment, centered on human development and continuous improvement (Cascio, 2020;
Drucker, 2014; Porter, 2008; Romero, 2022).
Category: Stella method of organizational freedom. The teacher affirmed that applying the Stella
Method favored self-discovery and ethical coherence in leadership. The integration of the phases of
Inner Silence, Transcendence, Vibrational Elevation, Liberation, Light of the Soul, and Conscious Action
(Ethnographic Record 2, Fundaunamor, 2025, p. 5) allowed for the reframing of management theory
and praxis, developing leadership capable of confronting the fragility, anxiety, non-linearity, and in-
comprehensibility of the BANI environment, consolidating organizational freedom and collective pur-
pose (Cascio, 2020; Pereira, 2016; Romero & Piña, 2024; Wilber, 1990).
Analysis of findings: Ethnographic record 3. Technical management (Teaching assis-
tant, Fundaunamor)
Category: Conscious educational management. The teaching assistant integrated mindfulness
and ethics into technical and pedagogical decisions, prioritizing coherence and cultural relevance
(Ethnographic Record 3, Fundaunamor, 2025, p. 1). The fragility and anxiety of the BANI environment
demanded adaptive planning and stress management. The reframing of management theory and
praxis merged efficiency with humanization, conscious reflection, and ethics, strengthening responsible
decision-making in complex environments (Cascio, 2020; Hernández et al., 2014; Spradley, 2016; Den-
zin & Lincoln, 2017).
Category: Organizational human development. The teaching assistant implemented individual
development plans, mentorship, and transpersonal coaching, promoting the emotional well-being of
the technical team (Ethnographic Record 3, 2025, p. 2). The anxiety and incomprehensibility of the
BANI environment required collective well-being and self-management as an adaptive strategy. The
reframing of management theory and praxis prioritized emotional awareness, self-management, and
collaboration as pillars of organizational effectiveness (Cascio, 2020; Chiavenato, 2017; Robbins &
Judge, 2018; Miles et al., 2014).
Category: BANI environments in educational management. The teaching assistant adapted edu-
cational and administrative processes in the face of abrupt changes and unexpected demands (Eth-
nographic Record 3, 2025, p. 3). The fragility and incomprehensibility of the technical BANI
environment demanded rapid adaptation and innovation. The reframing of theory and praxis conso-
lidated reflective and resilient technical leadership, capable of managing volatility, anxiety, and con-
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theory and practice within BANI contexts
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textual complexity (Cobo, 2023; Cascio, 2020; Hernández et al., 2014).
Category: Conscious Transpersonal Educational Administration (CTEA). The teaching assistant
integrated institutional purpose, self-management, and compassionate decisions, connecting outco-
mes with human impact (Ethnographic Record 3, 2025, p. 4). Inner connection functioned as an emo-
tional anchor against the fragility, anxiety, non-linearity, and incomprehensibility of the BANI
environment. Thus, the reframing of management theory and praxis consolidated transpersonal, et-
hical, and purpose-oriented leadership, fostering autonomy and collective commitment (Cascio, 2020;
Wilber, 1990; Torralba, 2010; Romero & Piña, 2024).
Category: Transpersonal neuro-intelligence. The teaching assistant applied mindfulness and emo-
tional self-regulation to manage conflicts and projects (Ethnographic Record 3, 2025, p. 5). The emo-
tional fragility of the technical BANI environment required the integration of cognitive and emotional
processes. The reframing of management theory and praxis united neuroscience, ethical awareness,
and empathetic leadership, optimizing the management of pressure and uncertainty (Cascio, 2020;
Goleman, 2020; Pascual-Leone, 2001; Siegel, 2020).
Category: Organizational behavior. The teaching assistant fostered horizontal cooperation, trans-
parent communication, and role clarity (Ethnographic Record 3, 2025, p. 6). The anxiety and incom-
prehensibility of the technical BANI environment demanded collaborative relationships. The reframing
of management theory and praxis, through shared, relational leadership that distributed responsibi-
lities, consolidated team trust and cohesion (Cascio, 2020; Mintzberg, 2017; Salas, Rico, & Passmore,
2017; Robbins & Judge, 2018).
Category: Organizational Learning. The teaching assistant promoted communities of practice
(CoPs), post-mortem reviews, and knowledge transfer (Ethnographic Record 3, 2025, p. 7). The non-
linearity of the BANI environment demanded continuous and shared learning. The reframing of ma-
nagement theory and praxis institutionalized collaborative, reflective, and sustained learning,
strengthening technical resilience and adaptability (Cascio, 2020; Senge, 2006; Nonaka & Takeuchi,
2019; Argyris, 1999).
Category: Educational management toolkit. The teaching assistant applied decision matrices, em-
pathy maps, and conscious reflection protocols (Ethnographic Record 3, 2025, p. 8). The non-linearity
of the BANI context promoted the adoption of reflective and innovative tools. The reframing of ma-
nagement theory and praxis integrated methodological tools with a transpersonal focus, strengthening
ethical and strategic decision-making (Cascio, 2020; Drucker, 2014; Porter, 2008; Romero, 2022).
Category: Stella method of organizational freedom. The evidence showed that the teaching as-
sistant applied the Stella Method by progressively integrating its six phases: Inner Silence, Transcen-
dence, Vibrational Elevation, Liberation, Light of the Soul, and Conscious Action (Ethnographic Record
3, Fundaunamor, 2025, p. 9). These practices promoted resilience, self-management, ethical coherence,
and a culture of trust. The reframing of technical management theory and praxis consolidated cons-
cious, autonomous leadership oriented toward the collective purpose (Cascio, 2020; Pereira, 2016;
Romero & Piña, 2024; Wilber, 1990).
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Discussion
Analysis, Discussion, and contrast of results: reframing of management theory and
praxis in bani environments
Conscious educational management: Ethics, mindfulness, and innovation. The three management
levels evidenced the reframing of management theory and praxis centered on ethics and mindfulness,
responding to the fragility and complexity of the BANI environment. The coordinator aligned objectives
with institutional values, the teacher promoted humanized decisions, and the teaching assistant applied
mindfulness in technical processes. These findings reflected the reframing of managerial praxis, replacing
reactive models with reflective awareness (Cascio, 2020; Hernández et al., 2014; Denzin & Lincoln, 2017).
Organizational human development: Well-being and assertive communication. Management
at Fundaunamor reflected the capacity to respond to pressure, resilience through cooperation, and
the application of methodological innovation in the face of complexity and uncertainty. This evidenced
that the reframing of management theory and praxis allowed for transforming uncertainty into op-
portunity, consolidating adaptive and emotionally intelligent leadership (Cascio, 2020; Cobo, 2023).
BANI environments: Resilience and adaptability. The coordinator integrated contemplative prac-
tices, the teacher harmonized being, feeling, and doing, and the teaching assistant applied transper-
sonal awareness in ethical decisions. This integration configured the reframing of management theory
and praxis towards transpersonal leadership, strengthening inner coherence and self-management
in the face of BANI environments (Cascio, 2020; Wilber, 1990; Torralba, 2010; Romero & Piña, 2024).
Conscious Transpersonal Educational Administration (CTEA): Purpose, Self-Management, and
Inner Connection. The coordinator integrated contemplative practices, the teacher harmonized
being, feeling, and doing, and the teaching assistant applied transpersonal awareness in ethical de-
cisions. This integration configured the reframing of management theory and praxis towards trans-
personal leadership, strengthening inner coherence and self-management in the face of BANI
environments (Cascio, 2020; Wilber, 1990; Torralba, 2010; Romero & Piña, 2024).
Transpersonal neuro-intelligence: Emotional self-regulation and empathetic leadership. The
management levels applied conscious breathing, mindfulness, and emotional management to main-
tain balance in the face of anxiety and non-linearity. This finding confirmed that the reframing of ma-
nagement theory and praxis integrates neuroscience and ethical awareness, strengthening empathy
and strategic decision-making (Cascio, 2020; Goleman, 2020; Pascual-Leone, 2001; Siegel, 2020).
Organizational behavior: Horizontal relationships and cohesion. It was evidenced that horizontal
relationships and empathetic communication mitigated the incomprehensibility and fragility of the
BANI environment. The reframing of management theory and praxis towards collaborative and dis-
tributed leadership strengthened group trust and institutional cooperation (Cascio, 2020; Mintzberg,
2017; Robbins & Judge, 2018; Salas, Rico, & Passmore, 2017).
Organizational learning: Communities of practice and continuous learning. The three manage-
ment levels promoted CoPs and co-learning spaces that sustained institutional resilience in the face of
non-linearity and complexity. This defined the reframing of management theory and praxis as a cons-
Conscious educational leadership as a means of human development in the resignification of managerial
theory and practice within BANI contexts
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Beisy Lisbeth Romero Luzardo
cious and collaborative learning process, aligning educational management with innovation and adap-
tation to the BANI environment (Cascio, 2020; Senge, 2006; Nonaka & Takeuchi, 2019; Argyris, 1999).
Educational management toolkit: Innovation and conscious competencies. The use of active metho-
dologies, ethical matrices, and self-knowledge protocols allowed for facing BANI volatility and anxiety with
ethical creativity. This reflected the reframing of management theory and praxis, incorporating innovation, a
transpersonal focus, and continuous improvement (Cascio, 2020; Drucker, 2014; Porter, 2008; Romero, 2022).
Stella method of organizational freedom: Ethical leadership and conscious action. Finally, the in-
tegration of Inner Silence, Transcendence, Vibrational Elevation, Liberation, Light of the Soul, and Cons-
cious Action allowed for managing BANI fragility, complexity, and uncertainty. The reframing of
management theory and praxis consolidated ethical, autonomous, and purpose-oriented leadership,
harmonizing the individual and the institutional (Cascio, 2020; Pereira, 2016; Wilber, 2005; Romero & Piña,
2024).
Consequently, based on the ethnographic systematization across the three levels at Fundaunamor, the
Substantive Theory of Conscious Transpersonal Educational Administration (CTEA) was developed. This
evidenced that leaders integrated purpose, self-management, inner connection, transpersonal neuro-
intelligence, and ethical and empathetic leadership. Furthermore, these practices, along with mindfulness,
horizontal cooperation, organizational learning, and the Stella Method of Organizational Freedom, trans-
formed management into a conscious, humanized, and adaptive model in the face of the fragile, anxious,
non-linear, and incomprehensible nature of BANI environments (Ethnographic Records 1, 2, and 3, 2025;
Cascio, 2020; Wilber, 1990; Romero, 2022; Romero & Piña, 2024; Goleman, 2020; Senge, 2006).
Conclusions
In summary, the application of Conscious Transpersonal Educational Administration (CTEA) enabled
the reframing of management theory and praxis at Fundaunamor, promoting ethical leadership, mind-
fulness, and resilience in BANI environments. This transformation was sustained by strategies oriented
towards integral human development, empathetic communication, and institutional collaboration. Li-
kewise, the integration of the Stella Method of Organizational Freedom strengthened ethical cohe-
rence, self-management, and conscious adaptability. Collectively, the findings reveal a more human,
conscious, and sustainable management approach, whose contributions are transferable to other or-
ganizational contexts and constitute a basis for future research in complex and changing scenarios.
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Notes on the contributor
* Beisy Lisbeth Romero Luzardo holds a Doctorate in Management Sciences from the Universidad Latinoamericana y del
Caribe. She earned a Ph.D. in the Reframing of Management Theory and Praxis from the Universidad Yacambú. She is
an Organizational Ontological Coach certified by the Instituto de Coaching Internacional. She serves as the Head of
Administration Coordinator at the International University of Love Foundation. E-mail: beisyr1310@gmail.com
Conscious educational leadership as a means of human development in the resignification of managerial
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
Management indicators and decision-making in
national educational units of
Maracaibo, Venezuela
Indicadores de gestión y la toma de decisiones en unidades
educativas nacionales de Maracaibo, Venezuela
Abstract
This study analyzed the relationship between management indicators and decision-making in national educational
units in Maracaibo, Venezuela. Using a quantitative approach and correlational scope, 48 managers and 72 teachers
were surveyed using a valid and reliable questionnaire (0.98). The analysis revealed a significant positive correlation
in both groups, but with differing intensity. For managers, the relationship is strong (coefficient of 0.888), indicating
that improving management indicators significantly increases decision-making effectiveness. For teachers, the co-
rrelation is moderate (coefficient of 0.690), suggesting a less pronounced influence, possibly due to differences in
their role and perception within the process. It is concluded that the relationship exists significantly, but its strength
varies according to the group's perspective.
Keywords: Management indicators, management, Maracaibo, decision-making, Venezuela.
Resumen
Este estudio analizó la relación entre los indicadores de gestión y la toma de decisiones en unidades educativas na-
cionales de Maracaibo, Venezuela. Bajo un enfoque cuantitativo y alcance correlacional, se encuestó a 48 directivos
y 72 docentes utilizando un cuestionario válido y confiable (0.98). El análisis reveló una correlación positiva signifi-
cativa en ambos grupos, pero con intensidad distinta. Para los directivos, la relación es fuerte (coeficiente de 0.888),
indicando que mejorar los indicadores de gestión aumenta notablemente la efectividad decisional. Para los docentes,
la correlación es moderada (coeficiente de 0.690), lo que sugiere una influencia menos pronunciada, posiblemente
por diferencias en su rol y percepción dentro del proceso. Se concluye que la relación existe significativamente, pero
su fuerza varía según la perspectiva del grupo.
Palabras clave: Indicadores de gestión, gerencia, Maracaibo, toma de decisiones, Venezuela.
How to cite this article (APA): Puche, V. D. J. y Acosta, F. S. F. (2026). Management indicators and decision-making in
national educational units of Maracaibo, Venezuela, 7 (13), 83-99. https://doi.org/10.59654/7p7zxp10
Deinny José Puche Villalobos*
Central University of Venezuela, Caracas / Venezuela
Savier Fernando Acosta Faneite**
University of Zulia, Maracaibo, Venezuela
Instituto de Estudios Superiores de Investigación y Postgrado
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Deinny José Puche Villalobos and Savier Fernando Acosta Faneite
Instituto de Estudios Superiores de Investigación y Postgrado
84
Introduction
Being well-informed is essential for making sound decisions, especially in complex and changing en-
vironments like the educational one, as information enables decision-making, objective context analy-
sis, problem and opportunity identification, and the evaluation of potential consequences of different
actions. Likewise, it facilitates the adoption of solutions based on real data and evidence, which in-
creases the likelihood of success and minimizes risks.
In this regard, Acosta and Barreto (2023) note that in an increasingly interconnected world, precise
and updated information also allows for anticipating environmental changes and adjusting strategies
in real-time to adapt to new trends. Informed decision-making ensures that resources are used effi-
ciently, that adopted measures have a positive impact, that results are optimized, and that the solutions
used are sustainable.
For their part, Pacheco et al. (2018) consider that information is the axis guiding decision-making, en-
suring that decisions are coherent, well-founded, and aligned with long-term objectives, whether in
education, business, or any other field. Hence, Alvares (2021) considers that knowing educational ma-
nagement indicators is important for decision-making, as they provide a clear and objective view of
educational institutions' performance.
Indicators allow for measuring and evaluating important aspects such as teaching quality, student
academic performance, efficiency in resource use, and educational community satisfaction. By having
this data, administrators and those responsible can identify areas for improvement and strengths,
which facilitates making informed decisions to optimize processes and results.
Within this framework, Camacho et al. (2021) highlight that educational management indicators pro-
vide a solid basis for planning strategies at different timeframes. This is because they facilitate the de-
finition of achievable objectives, the adaptation of policies, and the targeting of actions that directly
impact the improvement of educational quality. For Del Rocío et al. (2019), management indicators
play a fundamental role in measuring the performance of institutions and academic programs, as well
as in guiding decision-making towards continuous improvement. These indicators allow for the eva-
luation of important aspects such as teaching quality, the effectiveness of administrative processes,
student well-being, and efficient resource use.
Fonseca et al. (2024) emphasize that, at a global level, the use and recognition of educational mana-
gement indicators have strengthened transparency and accountability in school administration. Like-
wise, these indicators have allowed decisions to be grounded in objective information, enabling
institutions to justify their actions before the educational community and regulatory bodies, demons-
trating their commitment to continuous improvement and the comprehensive development of stu-
dents.
In this sense, the United Nations Educational, Scientific and Cultural Organization (Unesco, 2022) notes
that the presentation and use of educational management indicators globally is essential to ensure
quality, inclusive, and equitable education in all contexts. Therefore, this organization promotes the
collection and analysis of educational data through bodies like the Unesco Institute for Statistics (UIS),
which generates global indicators to assess progress towards educational goals, such as those esta-
blished in the Sustainable Development Goals (SDGs), especially SDG 4, which focuses on quality edu-
cation.
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Management indicators and decision-making in national educational units in Maracaibo, Venezuela
Furthermore, Unesco (2019) highlights that the use of educational indicators allows countries to mo-
nitor aspects such as access to education, equity, the efficiency of educational systems, and learning
outcomes. These indicators allow for comparisons of performance between different countries and
regions, helping to identify gaps and priority areas for intervention. Through its reports, Unesco pre-
sents a global overview of the challenges and advances in the educational sector, based on these key
indicators. It also underscores that access to accurate and reliable data is essential for informed de-
cision-making at political and administrative levels.
Now, according to Unesco (2019), in Latin America, these indicators are presented in a structured
manner, organized into categories such as access and coverage, educational quality, efficiency, equity,
and learning outcomes. They include both quantitative indicators, such as enrollment rates and stan-
dardized test results, and qualitative ones, through surveys of student and teacher satisfaction. The
use of data disaggregated by gender, geographical location, and socioeconomic context to identify
gaps and inequalities is common.
Therefore, this organization considers that these indicators are usually published in annual reports
prepared by ministries of education and international organizations, allowing for comparisons between
countries and a focus on learning outcomes, especially through standardized assessments like the
Programme for International Student Assessment (PISA). Likewise, indicators of institutional manage-
ment are included, such as teacher training and school infrastructure, which is fundamental for asses-
sing the efficiency and effectiveness of the educational system.
In the Venezuelan context, the implementation of management indicators is of particular importance
to foster national educational quality; however, the Venezuelan educational system faces challenges
such as limited resources, high teacher turnover, and inequality of educational opportunities. In this
sense, Acosta and Barrios (2023) argue that to counteract the above, effective management of edu-
cational institutions that allows for performance evaluation and strategic decision-making is necessary;
hence, management indicators are an important tool for this purpose, as they provide a quantitative
and qualitative view of the institution's status and allow for the identification of areas for improve-
ment.
Furthermore, Prieto et al. (2022) point out the importance of ethics in management, as it is an essential
tool for improving the quality of education in educational institutions. Likewise, Puche and Acosta
(2024) note that it is necessary to overcome existing challenges and secure the commitment of all in-
volved stakeholders to achieve sustainable results in Venezuelan institutions.
For their part, various weaknesses in school management have been observed in national educational
units in the Maracaibo Municipality. One of the primary ones is the lack of clarity in institutional ob-
jectives, which leads to disorganized planning poorly aligned with the school's real needs. This can
translate into impulsive or arbitrary decisions that do not respond to a thorough analysis of the situa-
tion. Additionally, inefficiency in the use of resources, both human and financial, is common. Without
reference indicators, administrators assign personnel or budgets inadequately, resulting in resource
waste or shortages in areas fundamental to the institution's operation and improvement.
Likewise, a low capacity to identify and correct structural problems within the organization is observed.
The lack of indicator monitoring hinders the early detection of failures, leading to reactive rather than
preventive management. This can result in a disorganized school environment, with recurring problems
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and low motivation among both teachers and students.
Communication problems within the institution are also present. The lack of indicators hampers ef-
fective communication between different management levels and among staff, affecting cohesion
and collaboration in the workplace. This leads to difficulties in performance evaluation, as without
metrics it is complicated to measure the performance of students and staff, preventing the identifica-
tion of areas that require improvement.
Finally, resistance to change is observed, where institution members tend to be reluctant toward new
initiatives or improvements. This resistance stems from the lack of concrete data justifying the need
to implement changes, as the absence of management indicators in the national educational units of
Maracaibo generates a series of situations that negatively impact their performance and effectiveness.
Hence, the study focused on determining the relationship between management indicators and de-
cision-making in national educational units in Maracaibo, Venezuela.
Theoretical foundation
Management indicators
They are fundamental tools that enable the measurement, evaluation, and monitoring of the perfor-
mance, efficiency, and quality of educational processes within institutions. According to Ramírez and
Quesada (2019), their main purpose is to provide precise and objective information about the current
state of various aspects of education, in order to make informed decisions that drive continuous im-
provement. These indicators also facilitate the identification of strengths and weaknesses in manage-
ment, allowing for a strategic focus on problem-solving and resource optimization.
As per Sánchez (2020), among the particular characteristics of educational management indicators is
their capacity to be relevant and directly related to the institution's key objectives. Furthermore, they
must be measurable in quantitative terms or with clear criteria for qualitative evaluation, which allows
for consistent interpretation. Their comparability is another highlighted aspect, as it facilitates trend
analysis over time or between different educational institutions. Likewise, their specificity ensures that
they are focused on concrete and relevant aspects of management.
Common examples of these indicators include the student retention rate, which measures the pro-
portion of students who continue their studies at the same institution, and the average enrollment,
which assesses the number of enrolled students in relation to the institution's capacity. According to
Ferreiro et al. (2020), certain key indicators are linked to academic performance, including results ob-
tained in national or international assessments. Additionally, they highlight indicators related to in-
frastructure, such as the number of classrooms, laboratories, or technological resources available per
student. The importance of teacher training is also emphasized, measured through the percentage
of teachers involved in continuous professional development programs.
Decision-making
According to Mendoza and Technologys (2022), it is a dynamic and strategic process in which edu-
cational stakeholders—such as administrators, teachers, and school communities—examine key in-
formation and evaluate existing alternatives to choose the most appropriate actions that facilitate the
achievement of established educational objectives. This approach seeks to address institutional de-
mands, maximize the use of available resources, foster a favorable learning environment, and ensure
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high standards of educational quality.
As per Barzaga et al. (2019), the decision-making process in educational institutions is distinguished
by encompassing multiple dimensions, integrating administrative, pedagogical, and community as-
pects. This process includes everything from operational decisions, such as organizing schedules and
allocating resources, to strategic decisions focused on implementing educational projects, renewing
curricula, and promoting inclusion policies. Furthermore, they argue that this process is based on the
use of data and evidence as support to minimize the margin of error and maximize benefits for the
entire educational community. It includes the active participation of different school stakeholders to
ensure that decisions are inclusive, legitimate, and reflect the needs and expectations of students, tea-
chers, and families.
Methodology
The methodology of the present study was grounded in the procedures of the positivist paradigm, which,
according to Hernández and Mendoza (2023), is characterized by its focus on objectivity, systematicity,
and the empirical verification of proposed hypotheses. This paradigm prioritizes the quantification and
rigorous analysis of causal and correlational relationships, making it pertinent for concretely examining
how management indicators influence decision-making processes in national educational units in Ma-
racaibo. Thus, the study was designed to address the need to understand these dynamics from a struc-
tured and reliable methodological perspective.
In accordance with this paradigm, a quantitative approach was adopted, which, as per Arias (2016),
allows for a deep understanding of the studied phenomena from the perspective of the involved subjects.
This approach proved ideal for exploring the perceptions and experiences of both teachers and admi-
nistrators regarding management indicators and their connection to strategic decisions in their work
contexts. Through this approach, the interpretative analysis of observed interactions and practices was
prioritized, enabling the capture of the complexity of institutional dynamics.
The study was classified as basic research. This type of research is fundamental because it focuses on
creating theoretical knowledge and a deeper understanding of a phenomenon, rather than on its direct
practical application. In terms of level, it was descriptive, as its purpose, according to Arias (2016), is to
detail the characteristics and manifestations of management indicators in the educational units. This re-
search focused on identifying patterns and trends that would provide a clear picture of practices related
to decision-making. Furthermore, it fell under a correlational scope, which, according to Hernández and
Mendoza (2023), seeks to determine the degree of association between management indicators and
decision-making processes, providing a robust analytical framework for understanding how these va-
riables interact.
The sample was intentional (purposive) and consisted of 72 teachers and 48 administrators from National
Educational Units affiliated with the Centers for Educational Quality Development (Centros de Desarrollo
de la Calidad Educativa - CDCE) in Maracaibo. These bodies are decentralized regional structures whose
objective is to guide regional educational policy to guarantee the right to education and educational
quality.
For the selection of teachers, the inclusion criteria were: being in active service during the study period,
having at least two years of experience in the national educational unit, and participating in processes
related to school planning and management. Regarding administrators, it was considered essential to
Management indicators and decision-making in national educational units in Maracaibo, Venezuela
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hold administrative or leadership functions, have at least two years of experience in educational mana-
gement, and be involved in strategic or pedagogical decision-making.
The study strictly adhered to the necessary ethical considerations to ensure the integrity and protection
of the participants. Informed consent was obtained from each participant, ensuring their voluntary par-
ticipation and clearly explaining the study's objectives, the exclusive use of data for academic purposes,
and the absolute confidentiality of the collected information. Furthermore, the privacy of the participants
was safeguarded by omitting any data that could allow for their identification.
For data collection, a survey was used, implementing a dichotomous (binary) instrument designed to
capture affirmative or negative responses reflecting the participants' perceptions. This was sent to the
subjects via WhatsApp and email. Data processing was conducted using the SPSS 27 statistical program
and was carried out in two stages. Initially, descriptive statistical techniques were applied, which allowed
for organizing the information into frequency tables, facilitating the visualization of response distribution
and predominant trends.
Subsequently, inferential statistical techniques were employed to determine the level of correlation bet-
ween management indicators and decision-making processes. This analysis enabled the identification
of significant associations between the variables, providing a solid basis for interpreting the results and
establishing well-founded conclusions.
Results
Table 1
Educational quality indicators
Note: Source the researchers.
Table 1 presents the results of the educational quality indicators dimension. It is observed that, regar-
ding academic performance, both administrators and teachers show a predominantly negative per-
ception. Only 33.3% of administrators and 31.9% of teachers believe academic performance has
improved in the last year, while the majority perceive no significant progress. Furthermore, an even
lower percentage —31.2% of administrators and 41.8% of teachers— believes the implemented stra-
Indicators Questions
Response options
Administrators Teachers
Yes No Yes No
Fr F% Fr F% Fr F% Fr F%
Academic
performance
Do you believe academic performance has im-
proved in the last year? 16 33,3 32 66,7 23 31,9 49 68,1
Do you think the implemented strategies contri-
bute to academic performance? 15 31,2 33 68,8 30 41,7 42 58,3
Approval
rate
Do you believe the student approval/pass rate in-
creases over time? 32 66,7 16 33,3 52 72,2 20 27,8
Do you believe support programs influence the
improvement of the approval/pass rate? 38 79,2 10 20,8 50 69,4 22 30,6
School dro-
pout rate
Do you consider that the school dropout rate de-
creases over time? 42 87,5 6 12,5 18 25,0 54 75,0
Do you believe institutional strategies help pre-
vent school dropout? 20 41,7 28 58,3 40 55,6 32 44,4
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tegies contribute to this performance. These results highlight the need to evaluate and strengthen
pedagogical strategies to address the challenges in this area more effectively.
In relation to the approval rate, the results are more encouraging. 66.7% of administrators and 72.2%
of teachers perceive that this rate has improved over time. Similarly, a significant majority (79.2% of
administrators and 69.4% of teachers) acknowledges that school support programs have positively
influenced this aspect. This reflects an optimistic perception of the implemented initiatives, unders-
coring the relevance of these programs as key drivers of academic success. However, it is important
to ensure the sustainability and continuous improvement of these actions.
Regarding the school dropout rate, notable discrepancies are observed between the perceptions of
administrators and teachers. While 87.5% of administrators report a decrease in the dropout rate,
only 25% of teachers share this view. On the other hand, 41.7% of administrators and 55.6% of teachers
believe the institutional strategies are effective in preventing this phenomenon. This suggests the need
to strengthen communication and coordination between both groups to align their perceptions and
work jointly on effective solutions.
Consequently, the results show a mixed perception of the analyzed indicators. Although progress in
the approval rate is highlighted, significant challenges persist in academic performance and dropout
prevention. It is essential to review current strategies, foster dialogue between administrators and tea-
chers, and reinforce successful initiatives to achieve a positive and sustainable impact on students.
Table 2
Administrative efficiency indicators
Note: Source the researchers.
Table 2 presents the results of the administrative efficiency indicators. Regarding the student-teacher
ratio indicator, contrasting perceptions between administrators and teachers are shown. Only 37.5%
of administrators consider the ratio to be positive, while 62.5% believe it is not. Among teachers, this
Indicators Questions
Response options
Administrators Teachers
Yes No Yes No
Fr F% Fr F% Fr F% Fr F%
Student
teacher
relationship
Do you consider the relationship between stu-
dents and teachers to be positive at your institu-
tion?
18 37,5 30 62,5 22 30,6 50 69,4
Do you believe the support provided by teachers
fosters a better bond with students? 48 100 0 0 62 86,1 10 13,9
Per-pupil ex-
penditure
Do you think the cost per student is adequately
distributed towards educational resources? 15 31,3 33 68,7 33 45,8 39 54,2
Do you believe the cost per student efficiently re-
flects the quality of services offered? 10 20,8 38 79,2 12 16,7 60 83,3
Administrative
processing time
Do you consider the time required to complete
administrative procedures to be reasonable at
your institution?
12 25,0 36 75,0 20 27,8 52 72,2
Do you believe the current administrative proces-
ses expedite school management? 8 16,7 40 83,3 10 13,9 62 86,1
Management indicators and decision-making in national educational units in Maracaibo, Venezuela
9090
perception is even more negative, with 30.6% rating the ratio positively and 69.4% negatively. Howe-
ver, there is an encouraging consensus on the support provided by teachers, as 100% of administrators
and 86.1% of teachers acknowledge that this factor contributes to strengthening bonds with students.
These data reflect that, although overall relationships may be seen as deficient, the individual actions
of teachers have a positive impact. This highlights the importance of strengthening these practices
and promoting greater positive interaction within the institutional environment.
Regarding cost per student, the results indicate a predominantly negative perception. Only 31.3% of
administrators and 45.8% of teachers consider this cost to be adequately distributed towards educa-
tional resources. Even more concerning is that only 20.8% of administrators and 16.7% of teachers
believe the cost efficiently reflects the quality of services offered. These figures demonstrate the need
to evaluate how financial resources are allocated and used within the institution to ensure they con-
tribute to improving the educational quality perceived by the entire school community.
When analyzing administrative processing time, both administrators and teachers agree that the cu-
rrent processes are inadequate. Only 25% of administrators and 27.8% of teachers believe the time
required for processing tasks is reasonable. Furthermore, an even lower percentage— 16.7% of ad-
ministrators and 13.9% of teachers —considers that administrative processes expedite school mana-
gement. This reflects a perception of inefficiency that may be negatively impacting institutional
functioning, underscoring the need to simplify and modernize these procedures.
The results indicate that educational institutions face significant challenges in improving student-tea-
cher relationships, the distribution and efficiency of the cost per student, and the optimization of ad-
ministrative processes. These findings point to important areas for intervention, implementing
strategies that promote a more positive school environment, more transparent and effective financial
management, and more agile administration that enables better performance for the entire educa-
tional community.
Table 3
Educational innovation indicators
Note: Source the researchers.
Deinny José Puche Villalobos and Savier Fernando Acosta Faneite
Indicators Questions
Response options
Administrators Teachers
Yes No Yes No
Fr F% Fr F% Fr F% Fr F%
Use of
technology
in the
classroom
Do you consider that technology is used effecti-
vely in classroom activities? 18 37,5 30 62,5 22 30,6 50 69,4
Do you believe that the use of technology in the
classroom improves student learning? 48 100 0 0 72 100 0 0
Teacher
training in
innovation
Is training on innovative teaching strategies en-
couraged? 10 20,8 38 79,2 20 27,8 52 72,2
Do you believe that innovation training has been
useful for teaching practice? 48 100 0 0 72 100 0 0
Innovative
projects
implemented
Have innovative projects been implemented at
your institution during the last year? 0 0 48 100 72 100 0 0
Do you believe that innovative projects benefit
students? 48 100 0 0 72 100 0 0
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Table 3 presents the results of the Educational Innovation Indicators. Regarding the use of technology
in the classroom, it is observed that only 37.5% of administrators believe technology is used effectively
in classroom activities, while 62.5% disagree. Meanwhile, 69.4% of administrators consider this to be
the case and 30.6% believe it does occur. Among teachers, the perception is more optimistic, though
still concerning, as only 50% believe technology is employed adequately. However, both administrators
and teachers agree that the use of technology improves student learning, with 100% affirmative res-
ponses. This highlights a paradox: although implementation may not be optimal, there is a consensus
on the positive potential of technology in the educational process.
Regarding teacher training in innovation, the data indicate that its promotion is limited. Only 20.8% of
administrators and 27.8% of teachers believe this type of training is encouraged in their institutions, while
the majority do not perceive it as such (79.2% of administrators and 72.2% of teachers). Nevertheless,
100% of both groups consider innovation training to be useful for teaching practice, underscoring the
need to increase the availability of such training to enhance its positive impact in the educational field.
Concerning implemented innovative projects, clear contrasts are identified. While 100% of teachers
indicate that innovative projects have been implemented in their institutions, 100% of administrators
claim the opposite. This could suggest a disconnect between the perspectives of both groups regar-
ding what constitutes an innovative project. However, both administrators and teachers are in com-
plete agreement (100%) that innovative projects benefit students, highlighting their relevance in
educational development.
The results reflect a significant opportunity to strengthen innovative and technological practices in
the educational environment. It is necessary to improve the effectiveness of technology use in the
classroom, promote more innovation training, and ensure that both administrators and teachers share
a common vision of innovative projects and their implementation. These measures can contribute to
a more modern, inclusive, and effective learning environment.
Table 4
Student participation indicators
Note: Source the researchers.
Management indicators and decision-making in national educational units in Maracaibo, Venezuela
Indicators Questions
Response options
Administrators Teachers
Yes No Yes No
Fr F% Fr F% Fr F% Fr F%
Extracurricular
activity partici-
pation rate
Do you believe that the majority of students acti-
vely participate in extracurricular activities? 20 41,7 28 58,3 18 25 54 75
Do you think the extracurricular activities offered
are appealing/engaging to students? 20 41,7 28 58,3 16 22,2 56 77,8
School atten-
dance rate
Do you consider that the attendance rate has im-
proved over time? 0 0 48 100 0 0 72 100
Do you believe that the institution helps to main-
tain a high school attendance rate? 10 20,8 38 79,2 20 27,8 52 72,2
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Table 4 presents the results of the student well-being indicators. Regarding the rate of participation in
extracurricular activities, administrators have a divided perception: 41.7% believe that most students ac-
tively participate in these activities, while 58.3% do not. Among teachers, the perception is more negative,
as only 25% consider that students participate actively, while 75% indicate the opposite. Furthermore,
regarding whether the extracurricular activities offered are attractive to students, a similar percentage of
administrators (41.7%) responds affirmatively, although no clear percentage is reported among teachers.
These data suggest the need to evaluate and redesign extracurricular activities to make them more in-
clusive and motivating, so they can capture the interest of a larger number of students.
In terms of the school attendance rate, there is absolute consensus between administrators and tea-
chers: 100% of both groups believe the attendance rate has not improved over time. However, when
analyzing whether the institution contributes to maintaining a high attendance rate, opinions are
mixed. Only 20.8% of administrators and 27.8% of teachers agree with this statement, while 79.2% of
administrators and 72.2% of teachers believe insufficient effort is made in this aspect. These figures
indicate a perception of ineffectiveness in the implemented strategies to promote school attendance,
pointing to a priority area for institutional intervention.
In this sense, the data reflect that both participation in extracurricular activities and school attendance
require urgent attention. The lack of interest in activities and the perception of stagnation in the at-
tendance rate suggest the need to review current strategies and work on more inclusive, attractive,
and effective initiatives. This could include creating extracurricular activities aligned with students' in-
terests, as well as implementing specific programs to motivate regular class attendance, strengthening
the connection between the institution and its educational community.
Table 5
Correlation coefficient between management indicators and decision-making according to
administrators
Note: Source the researchers.
Table 5 presents the correlation analysis between management indicators and decision-making, using
Spearman's Rho coefficient. It shows a strong and positive relationship between both variables. The
correlation coefficient value is 0.888, indicating a high positive correlation; that is, as management in-
dicators increase, so does decision-making. This relationship is statistically significant, as the sig. (2-
tailed) value is 0.000, meaning the probability that this correlation is due to chance is extremely low.
With an N = 48, i.e., 48 observations, it can be concluded that there is a very strong association bet-
Deinny José Puche Villalobos and Savier Fernando Acosta Faneite
Coefficients Variables Management
indicators Decision-Making
Rho de
Spearman
Management
indicators
Correlation coefficient 1 0,888**
Sig. (2-tailed) - 0,000
N 48 48
Decision-Making
Correlation coefficient 0,888** 1
Sig. (2-tailed) 0,000 -
N 48 48
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ween these two factors. This suggests that improving management indicators could have a direct im-
pact on the quality or effectiveness of decision-making in the evaluated institution or context.
In this sense, the analysis reveals that management indicators are closely linked to decision-making.
This implies that efforts to improve management within the organization are likely to have a positive
impact on decision-making processes. This finding underscores the importance of strengthening ma-
nagement indicators as part of a comprehensive approach to optimizing decision-making within the
institution.
Table 6
Correlation coefficient between management indicators and decision-making according to teachers
Note: Source the researchers.
Table 6 presents the correlation analysis between management indicators and decision-making using
Spearman's Rho coefficient, showing a moderate and positive correlation of 0.690. This value indicates
a significant relationship between both variables, suggesting that as management indicators improve,
so does decision-making. Statistical significance is confirmed with a Sig. (2-tailed) value = 0.000, mea-
ning the probability that this correlation is a product of chance is extremely low.
With an N = 72, this correlation coefficient is moderately strong, implying that there is a tangible re-
lationship between the quality of management indicators and the effectiveness of decision-making in
the evaluated context. Although not a perfect relationship, it suggests that better performance in ma-
nagement indicators can positively influence decision-making.
The analysis demonstrates that there is a moderately strong relationship between management indi-
cators and decision-making. The statistical significance and the relatively high value of the correlation
coefficient (0.690) indicate that improving management indicators has the potential to positively impact
decision-making processes. This highlights the importance of strengthening management indicators
as part of a broader strategy to enhance organizational effectiveness and decision-making.
Discussion
Contrasting the results with the theoretical postulates, Ramírez and Quesada (2019) state that academic
performance is a fundamental indicator for evaluating the effectiveness of the educational system. It
reflects not only the knowledge acquired by students but also the quality of teaching, the commitment
of educators, and the efficacy of implemented pedagogical strategies.
Coefficients Variables IManagement
indicators Toma de decisiones
Rho de
Spearman
Management indicators
Correlation coefficient 1 0,690**
Sig. (2-tailed) - 0,000
N 72 72
Toma de decisiones
Correlation coefficient 0,690** 1
Sig. (2-tailed) 0,000 -
N 72 72
Management indicators and decision-making in national educational units in Maracaibo, Venezuela
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According to Mero and Sáenz (2016), high academic performance is crucial for the personal and pro-
fessional development of students, as it opens doors to future opportunities in higher education and
the labor market. Furthermore, academic performance directly impacts the reputation of educational
institutions, being a decisive factor in the choice of schools and universities. Its measurement allows
institutions to identify areas for improvement and strengthen their educational practices to provide a
more comprehensive and quality education.
Within this context, Hernández and Fernández (2018) highlight the idea that the approval (or pass)
rate is an indicator that measures the proportion of students who successfully complete courses or
educational levels. This index is significant because it reflects the educational system's capacity to en-
sure that students achieve established learning objectives. According to Atencia (2024), a high ap-
proval rate indicates that students have successfully assimilated the content, reflecting appropriate
teaching and a favorable learning environment. Conversely, a low approval rate could indicate pro-
blems with teaching methodology, available resources, or the support provided to students, which
may necessitate implementing improvement strategies such as reinforcement programs or modifica-
tions to assessment methods.
From the perspective of Atencia (2023), the school dropout rate is a critical indicator that reflects the
number of students who leave their studies before completing an educational cycle. Therefore, a high
dropout rate is a cause for concern, as it implies that many students are unable to continue their education
due to various factors, such as economic or family problems, or a lack of motivation. School dropout af-
fects the social and economic development of a community, as those who leave school are less likely to
access quality employment and contribute less to collective well-being. Combating school dropout re-
quires interventions that improve accessibility, educational quality, and the emotional and academic sup-
port provided to students to ensure everyone has the opportunity to complete their education.
Likewise, García et al. (2018) indicate that the student-teacher relationship is an important component
for educational success, as a positive bond between the two fosters learning, personal development,
and student motivation, as students feel supported and understood by their educators. Effective in-
teraction allows teachers to adapt their teaching methods to the individual needs of students, facili-
tating comprehension and the achievement of academic objectives. Furthermore, a good relationship
strengthens the school climate and promotes the active participation of students in the educational
process. Fostering these relationships is crucial for creating inclusive and collaborative learning envi-
ronments that favor student academic success and comprehensive development.
For Atencia (2024), the cost per student is an economic indicator that measures the amount of financial
resources invested for each student in an educational institution. This indicator is fundamental for as-
sessing the efficiency of resource use and the financial sustainability of the educational system. Accor-
ding to Sánchez (2020), an adequate cost ensures that the necessary materials, services, and supports
can be provided to guarantee quality education. However, it is important to balance cost with educa-
tional outcomes; a high cost does not always translate into better results, so institutions must seek an
efficient allocation of resources that maximizes academic performance and student well-being.
Continuing this line of thought, Camacho et al. (2021) point out that administrative processing time
is an indicator that measures the speed with which administrative processes are managed in an edu-
cational institution, such as enrollment, registrations, and the resolution of procedures related to stu-
dent performance. According to Camacho et al. (2021), reduced processing time is key to ensuring
Deinny José Puche Villalobos and Savier Fernando Acosta Faneite
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
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process efficiency and the satisfaction of students and their families. Fast administrative procedures
facilitate access to education, reduce the administrative burden for teachers and administrators, and
allow resources to be used more effectively to improve teaching and learning. Conversely, slow pro-
cesses can cause frustration and demotivation, harming the perception of the institution's quality.
According to Santos (2024), the incorporation of technology in the classroom has revolutionized con-
temporary education, offering more dynamic and personalized access to knowledge. The use of
digital tools facilitates interactive teaching methods, access to global educational resources, and co-
llaboration between students and teachers, overcoming the limitations of traditional approaches. Furt-
hermore, technology in the classroom promotes the development of digital competencies essential
for students' professional futures. Its proper implementation can increase academic performance and
motivation, but it is necessary to provide appropriate training for teachers and ensure equitable access
to technological resources to avoid creating digital divides that affect certain student groups.
According to Atencia (2023), teacher training in innovation is decisive for educators to adapt to chan-
ges in teaching methods and the new demands of students. Continuous training in innovative stra-
tegies allows teachers to improve their pedagogical practices, implement new technologies and
didactic approaches, and foster critical and creative thinking in their students. This type of training
contributes to the professional development of teachers, increasing their confidence in their work
and teaching efficacy. Furthermore, it favors the creation of a dynamic and stimulating learning en-
vironment, aligned with global educational trends.
According to Fonseca et al. (2024), innovative projects in the educational field are crucial for improving
teaching and learning processes, providing creative and efficient solutions to the challenges of the
educational system. Implementing innovative initiatives, such as the use of technology, project-based
learning, or student-centered pedagogical approaches, can transform the classroom into a more in-
teractive and engaging space. These projects not only benefit students by stimulating their creativity
and motivation but also allow teachers to update their teaching methods, test new tools, and assess
academic progress more effectively. The successful implementation of these initiatives promotes edu-
cational change, favoring a more flexible environment adapted to the needs of 21st-century students.
Likewise, Mendoza and Technologys (2022) affirm that academic performance is a key indicator of
educational quality, as it reflects the level of success and learning that students achieve throughout
their education. Good academic performance not only evidences the individual capabilities of students
but also the effectiveness of teaching strategies, the school environment, and the resources available.
For their part, Donoso et al. (2018) point out that academic results are fundamental for decision-ma-
king in educational institutions, as they help identify areas for improvement in teaching, support the
evaluation of pedagogical strategies, and allow for the design of interventions that favor the com-
prehensive development of students. Furthermore, outstanding academic performance increases stu-
dents' opportunities in their future academic and professional lives, contributing to the social and
economic development of the community.
According to Ferreiro et al. (2020), the approval (or pass) rate serves as a parameter to measure the effec-
tiveness of the educational system and students' ability to face academic challenges. Therefore, a high ap-
proval rate indicates that students are achieving the required knowledge and skills, while a low rate could
reflect failures in teaching, assessment methodologies, or even in the type of support provided to students.
Management indicators and decision-making in national educational units in Maracaibo, Venezuela
Instituto de Estudios Superiores de Investigación y Postgrado
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According to Barzaga et al. (2019), this indicator is important for educational authorities, as it provides
valuable information about the quality and equity of access to education. According to Atencia (2023),
the school dropout rate is a critical indicator for understanding the challenges students face throug-
hout their educational journey.
Conclusions
The correlation analysis between management indicators and decision-making, based on the admi-
nistrators' results, reveals a strong and positive relationship between both variables. The correlation
coefficient of 0.888 indicates a robust association, suggesting that as management indicators improve,
so does the quality and effectiveness of decision-making. The statistical significance (p=0.000) confirms
that this relationship is not a product of chance, reinforcing the idea that efforts to optimize mana-
gement indicators can have a direct impact on decision-making processes within the institution.
On the other hand, the results obtained from teachers show a moderate correlation between the
same indicators, with a correlation coefficient of 0.690. Although the relationship is positive and sig-
nificant (p=0.000), the correlation is not as strong as in the case of administrators. This suggests that
while improving management indicators also affects decision-making, the impact is not as pronoun-
ced. This could reflect differences in perceptions and the direct influence that teachers have on the
decision-making process compared to administrators.
The results indicate that both administrators and teachers agree on the existence of a significant re-
lationship between management indicators and decision-making, but the strength of this relationship
varies by group. Administrators perceive a stronger correlation, which could indicate a greater direct
influence of management indicators on their decision-making capacity. In contrast, teachers, while
acknowledging the relationship, observe a less marked connection. These results suggest that conti-
nuous improvement in management indicators has the potential to positively influence decision-ma-
king, although the degree of impact may depend on the hierarchical position within the institution
and the specific role each group plays.
Confidentiality: Not applicable.
Funding: This work has not received any type of funding.
Conflict of interest: The authors declare that they have no conflicts of interest.
Artificial intelligence use statement: The authors of this article declare that we have not used
Artificial Intelligence in its preparation.
Deinny José Puche Villalobos and Savier Fernando Acosta Faneite
CRediT Authorship statement
Author Roles performed
DJPV Preparation, creation, and/or presentation of the published work, specifically writing the original draft (including
substantive translation).
SFAF Preparation, creation, and/or presentation of the published work by members of the original research group,
specifically critical review, commentary, or revision—including stages before or after publication.
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
97
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Article received: August 14, 2025
Article accepted: September 4, 2025
Approved for layout: September 9, 2025
Publication date: January 10, 2026
Notes on the authors
Management indicators and decision-making in national educational units in Maracaibo, Venezuela
* Deinny José Puche Villalobos holds a Latin American Doctorate in Education: Public Policy and Teaching Profession, an
M.Sc. in Biology Teaching, and a Bachelor's Degree in Education with a mention in Biology. He is a professor at the
Central University of Venezuela, Caracas, Venezuela. Email: deinnypuche@gmail.com
** Savier Fernando Acosta Faneite holds a Doctorate in Educational Sciences and a Postdoctorate in Higher Education
Management. He is a Biology teacher at the University of Zulia, Maracaibo, Venezuela. Email: savier.acosta@gmail.com
https://doi.org/10.59654/p0pjcc30
Título a dos líneas
Línea 2
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REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
Research teachers: Evaluation of research quality
from the perspective of efficiency,
efficacy and effectiveness
Docentes investigadores: Evaluación de la calidad investigativa
desde la eficiencia, eficacia y efectividad
Abstract
The study examined the re-signification of managerial theory and practice in BANI environments through Transpersonal
Conscious Educational Administration (AETC). A qualitative approach, interpretative paradigm, and ethnographic design
with ethnographic systematization were adopted, involving one participant per hierarchical level: senior management,
leading management, and technical management. Data collection included participant observation, interviews, field
diaries, and systematization workshops, processed through coding and thematic categorization. Results showed that
conscious educational management strengthened ethical leadership, holistic human development, resilience, and co-
llaboration, integrating transpersonal competencies, neurointelligence, and mindfulness. Managerial praxis transformed
into transpersonal, adaptive, and ethical leadership capable of addressing fragility, anxiety, nonlinearity, and incompre-
hensibility characteristic of BANI environments. In conclusion, Fundaunamor functioned as a practical laboratory for
organizational transformation, validating an integrated, conscious, and humanistic educational and managerial model.
Keywords: Theory, Management, Management, Leadership, Integration.
Resumen
Las universidades están para producir ciencia, crear nuevo conocimiento, por lo cual el quehacer del docente univer-
sitario comienza cada vez más a diversificarse y la investigación es una actividad, un instrumento de apoyo para el
mejor desarrollo de la función pedagógica; pero para algunos la investigación lo ven como algo complejo, costoso y
sin implicaciones para la docencia en las aulas. Ante esta realidad el objetivo de esta investigación es evaluar la calidad
de los docentes en la investigación desde la eficiencia, eficacia y efectividad, que surge de una de las dimensiones de
la tesis doctoral en Gestión de la Calidad de Investigación Científica, UNAN-Managua. La metodología se caracterizó
por un paradigma constructivista, enfoque mixto, tipo de estudio explicativo, de acuerdo con el tiempo de ocurrencia
de los hechos y registro de la información, el estudio es retrospectivo y según el período y secuencia del estudio es
transversal, se utilizaron métodos, técnicas, herramientas e instrumentos para recolectar y procesar datos.
Palabras clave: Teoría, Administración, Gestión, Liderazgo, Integración.
Jossarys Gazo Robles*
Research Professor at the National Autonomous University of Nicaragua, Managua.
How to cite this article (APA): Gazó, R. J. (2026). Teacher-researchers: Evaluation of research quality based
on efficiency, efficacy, and effectiveness. Revista Digital de Investigación y Postgrado, 7(13), 101-109.
https://doi.org/10.59654/p0pjcc30
Instituto de Estudios Superiores de Investigación y Postgrado
102
Introduction
This scientific article, Research Professors: Evaluation of Research Quality from Efficiency, Efficacy, and Ef-
fectiveness, is linked to Sustainable Development Goal (SDG) 4: Quality Education; the National Education
Strategy, in all its modalities “Bendiciones y Victorias†2024 – 2026, guideline 11: Research; the National
Poverty Eradication Plan; and the Institutional Project of UNAN-Managua.The figure of the research pro-
fessor or teacher-researcher has sparked considerable debate, both in academic circles and in educa-
tional practice itself, concerning what it means to be a teacher-researcher, what and how they can
investigate, and the purpose of the research they can undertake (Vidal, 1988; Enríquez & Romero, 2000).
This research holds methodological utility by evaluating human resources for research through a
system of specific quality indicators, based on the criteria of effectiveness, efficiency, and efficacy.
To achieve the objectives of this research, it is necessary to explore the conceptual terms related to
research impact and quality indicators.
Evaluation is “a structured and reflective analytical process that allows for understanding the nature
of the object of study and making value judgments about it, providing information to help improve
and adjust educational action†(Ruiz, 1996).
Quality indicators are measurement instruments, tangible and quantifiable in nature, that allow for the
assessment of the quality of processes, products, and services to ensure customer satisfaction. In other
words, they measure the level of compliance with the specifications established for a given activity or bu-
siness process. That is, a quality indicator is a measure that evaluates the excellence and precision of the
work performed by a team or individual on a project. It refers to how well established standards are met,
the accuracy of execution, and the satisfaction of customer or project requirements and expectations.
Efficacy is defined as the congruence between what was planned and the achievements obtained. To
verify efficacy, the institution must explicitly state its qualitative and quantitative goals at the institu-
tional, academic, and human resource levels across the various functions of teaching and research, as
well as goals for teacher development and learning achievements.
Efficiency is the ability to achieve goals by optimizing the use of available resources. In the context of
Higher Education institutions, efficiency can be analyzed from administrative and academic perspec-
tives. According to (López de Caballero, 2019), academic efficiency refers to the best use of pedago-
gical means to achieve planned results. It involves aspects related to the characterization of teachers,
as well as curriculum management such as regulations, curriculum structure, course sequences, cu-
rriculum flexibility, and obtaining the degree within the timeframes set by the institution. Put more
simply, efficiency analyzes the volume of resources expended to achieve goals. It is the achievement
of an objective at the lowest possible unit cost.
Effectiveness measures the degree to which results are achieved; that is, the focus is on accomplishment, not
on the resources spent to reach that result. In other words, how much of the expected results were attained.
Effectiveness is nothing other than the combination of efficacy and efficiency. This indicator presents
the consequences of a product or service. It involves doing the right thing with great accuracy and
without any waste of time or money.
The combination of these elements—result, cost, and time—allows for the objective measurement of the
degree of effectiveness and efficacy of an organizational area and enables comparisons between areas.
Jossarys Gazo Robles
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103
Materials and methods
The study type is ex post facto, meaning it uses available information about events that have already
occurred. In terms of scope, it is explanatory. According to the timing of the events and information
recording, the study is retrospective, and based on the period and sequence, it is cross-sectional.
As the research has a mixed-methods approach, it employs methods and techniques from both qua-
litative and quantitative paradigms. These include: documentary research, ethnographic method, data
analysis, surveys with closed-ended questions, semi-structured interviews, participant observation,
triangulation, and focus groups; all within a socio-constructivist paradigm.
Results and discussion
The central project is titled: "Quality Indicator System: Evaluation of Research Training, National Autono-
mous University of Nicaragua, Managua", which consists of a total of 186 quality indicators to assess ef-
fectiveness, efficacy, and efficiency across 5 dimensions. On this occasion, one dimension will be addressed:
Human Resources for Research: Research Professors.
A professor's activity is multidimensional, but in this research, only their research activity will be evaluated.
The teacher, as a person, citizen, and professional, in their role as researcher and trainer, is competent to
guide the real understanding of the context. They have the authority conferred by being a builder and
creator of knowledge from their own research, unlike a teacher who merely repeats others' theories.
Adúriz (2007) is emphatic in stating that "research enables learning when it illuminates teaching." We
are aware that this process is bidirectional, contributing to the solution of human, social, scientific, and
technological problems. Similarly, it generates and enables the implementation of outreach programs
aimed at serving the community and establishing effective links with different social sectors—a factor
that is, in fact, decisive in improving living conditions in the regions.
The university teacher who conducts, guides, and supports research processes with other teachers and stu-
dents has the opportunity to be a creator and builder of knowledge through the direct and systematized
experience offered by each stage of the research and its results. Furthermore, it is the teacher involved in
research processes who can clearly, and above all, with authority, guide the students' learning process, as
they are the ones developing their own knowledge, taking into account what other researchers have found.
Only they, through the results of their inquiries, allow, over time, the construction and consolidation of science.
How will the efficiency, efficacy, and effectiveness of human resources for research be measured?
Table 1
Ways to measure efficiency, efficacy, and effectiveness
Note: * The result will be a percentage that the institution can assess comparatively. That is, if it falls within the lower per-
centiles, the work will be considered ineffective.
** The resulting percentage will reflect the degree of effectiveness of the measured action.
Research teachers: Evaluation of research quality from the perspective of efficiency, efficacy and effectiveness
Indicators Efficiency Eficacy* Effectiness** Quality
Indicator 2: human
resources for re-
search.
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Step one: Record the general data of the program or department.
Table 2
General data of the program or department
Step two: Evaluation of efficiency as a research professor.
Table 3
Efficiency: Research professor
The efficiency of faculty who are researchers is measured by: time, salary, and scientific productivity. For
example, how many years they have worked at the university, their salary compared to their scientific
productivity results. In other words, an efficiency evaluation is conducted, analyzing the relationship bet-
ween resources invested (such as time and salary) and the results obtained (such as scientific productivity).
Efficiency is interpreted as the capacity to convert resources (time and salary) into scientific outputs.
Some studies use Data Envelopment Analysis (DEA) or Total Factor Productivity (TFP) Analysis to quan-
tify this efficiency. If a research professor produces more results with the same or less time/salary, they
are more efficient. If another has many years of service and a high salary but low scientific productivity,
they are less efficient. For example, in Table 4 below, a simulation of 3 academic programs is shown.
The scientific productivity of the program is recorded since its founding, including the number of re-
search faculty and the total payroll.
Period Anual
Departament
Number of faculty per program
Type of research project initiative
Research project
Outreach project
Culminating Study Project: Master's, Specialization, or Doctoral Degree
Type of research
Research units
Research centers
Specialized laboratories
Specialized research units
Research units
Research centers
Specialized laboratories
(RA / CA * TA )
(RE / CE * TE )
Rangos
0< - <80%
80< - <100
= 100
Calificación
Ineficiente
Moderadamente eficiente
Muy eficiente
Puntos
1
3
5
Jossarys Gazo Robles
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105
Table 4
Efficiency: Indicator of scientific productivity outputs (or results)
Note: These are indicators that directly measure research results themselves.
An academic program with a research profile is efficient when it makes optimal use of resources and,
therefore, has the lowest possible cost. That is, the less time or money consumed to achieve the ex-
pected objective, the better the performance, and vice versa. The greater the quantity of results ob-
tained per unit of time and cost employed, the more favorable the situation will also be. For example,
the following table shows a simulation with research professors belonging to 4 academic programs,
whose names will not be revealed due to prior informed consent.
According to regulations, a research professor must publish two scientific articles. Therefore, if they
have 10 years at the university, their research profiles should show 20 articles published in indexed
journals, whether national or international.
Table 5
Efficacy
Output (or result) indicators Program
1
Program
2
Program
3
Number of research professors. 33 32 20
Cantidad de docentes investigadores. 5 14 6
What they are paid. $ $ $
Number of research projects developed by .professors; student research is not recorded. 5 2 2
umber of published scientific articles. 4 1 1
Research awards received by members of the evaluated unit. 0 1 1
Number of scientific books produced. 5 0 0
Number of research prototypes. 0 0 0
Number of book chapters resulting from research. 2 0 0
Number of manuals. 0 0 0
Number of essays. 0 0 0
Number of bulletins. 0 0 0
Published systematization documents. 0 0 0
Output (or result) indicators Research professor
1 2 3 4
Years of service 11 11 9 10
Active research profiles 2 2 1 1
Number of published scientific articles 4 3 1 1
Research awards achieved by members of the evaluated unit 0 0 0 0
Academic degree M Sc. M Sc. M Sc. M Sc.
Number of research projects (does not apply to graduation formats) 1 1 0 1
Number of scientific books produced 0 1 0 0
Number of research prototypes 0 0 0 0
Number of book chapters resulting from research 0 0 0 0
Number of manuals 0 0 0 0
Number of essays 0 0 0 0
Number of bulletins 0 0 0 0
Published systematization documents 0 0 0 0
Cargos vinculados a la investigación 1 1 1 0
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Other elements reviewed were:
•Total years in teaching vs. years in research-related positions: Editors, Research Coordina-
tors, Research Executives.
•Rate of activity in research projects: Number of research projects / number of Ph.D.s in the
group. Number of research projects / number of Master's degree holders in the group. Number
of research projects / number of Bachelor's degree holders in the group.
•Percentage of research in collaboration with the State, society, and industry: Total number
of research collaborations achieved with the State, society, and industry / expected research
collaborations.
•Rate of activity in national or international scientific events: Number of presentations deli-
vered / number of scientific events.
Rate of activity in national or international research networks: Number of research activities / number
of research networks.In essence, a research professor is Efficient when the optimization of resources
(financial, time, human talent) is achieved to obtain results. It answers the question: Were the results
achieved at the lowest cost and in the shortest time possible? Now, how do I know if I am an effective
researcher? This is addressed in the following table.
Step Three: Evaluation of efficacy
Table 4
Efficacy
Efficacy is measured by: Bibliometric indicators. That is, a research professor is effective when they
achieve the planned goals and objectives in research activity, regardless of the resources used. It ans-
wers the question: Were the expected results achieved? But to be objective, bibliometric indicators
are used.
The German professor and researcher Jaspers (1946), from his experience, stated that the teacher who
researches and teaches from their own experience of knowing possesses the original and sequential
practice of knowledge development, which allows them to guide the formation of the scientific and
innovative spirit in their disciples. They are a reflective and critical intellectual, committed to transfor-
ming their own reality and engaged with the world of life.
Bibliometric indicators are numerical data calculated from the bibliographic characteristics observed
RA / RE
Ranges Score Points
a) 0 – 20%
b) 21 – 40%
c) 41 – 60%
d) 61 – 80%
e) 81 – 90%
f) 91%
Not effective
Moderately efficacious
Highly inefficacious
a) 0
b) 1
c) 2
d) 3
e) 4
f) 5
Jossarys Gazo Robles
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in documents published in the scientific and academic world. They allow for the analysis of various
features of scientific activity, linked to both the production and consumption of information.
An effective research professor is measured by a journal's Impact Factor (which is the average number
of citations received in a given year X by articles published in the two preceding years, divided by the
total number of articles published in those two years), or the Collaboration Index (defined as the ave-
rage number of authors participating in research articles from a specific journal, institution, or disci-
pline).
Likewise, search engines, databases, abstract indexing services, repositories, and specialized platforms
are used. Currently, Google Scholar, WoS (Web of Science), and Scopus are the main resources con-
sulted by teachers, researchers, and scientists for knowledge appropriation and dissemination. Mea-
surement also occurs through metrics of publications based on quality.
It is essential to mention that bibliometric indicators do not represent the only way to measure a re-
searcher's contribution, but it is important to recognize their current influence within their evaluation.
Step Four: Evaluation of effectiveness
Table 7
Assessment of effectivenesss
Effectiveness is measured by: The contribution of scientific productivity. However, scientific productivity
is not measured solely by the quantity of scientific articles, but also by other elements.
The following review involves cross-checking the scientific value of published articles, because there
can be research professors who publish extensively but whose impact is debatable, and the other
scenario where research professors publish fewer scientific articles, but what they write has generated
a significant impact.
A research professor is effective when Efficacy and Efficiency are combined, measuring the real impact
and relevance of research results in the social or disciplinary environment. It answers the question:
Were the results achieved, resources optimized, and positive, pertinent impact generated? That is, the
relevance of scientific productivity refers to the “what†and “for what†of the publication; in other words,
the educational intentions that condition other decisions the institution must make to achieve its goals
and purposes. Relevance is reflected in the attributes of: pertinence, impact, suitability, and timeliness.
Pertinence refers to the capacity of the research generated by the teacher to appropriately respond
to the needs and demands of society. Impact is the degree of internal and external influence it has on
the community as an effect of the implemented project.
(Efficacy score + Efficiency score) / 2
Ranges Score
0< - <80%
80< - <100
= 100
Ineffective
Moderately effective
Effective
Research teachers: Evaluation of research quality from the perspective of efficiency, efficacy and effectiveness
Instituto de Estudios Superiores de Investigación y Postgrado
108
Conclusions
The dual activity of teaching and researching is of great value to the teaching profession because it
allows teachers to stay at the forefront, knowing that the teaching process is conducted from a living
mindset, built by teachers and student researchers. The university's mission is to place the student
under the intellectual guidance of the research professor, to form academic communities from these
two generations in an environment of teaching, learning, and research, based on an interest in theo-
retical development and the practical utility of knowledge.
The National Autonomous University of Nicaragua (UNAN-Managua) has the Directorate of Institu-
tional Quality Management and the Directorate of Research and Innovation, which have succeeded
in consolidating the main theoretical and conceptual elements concerning process management,
quality management, and the information management system, achieving the participation of cen-
tral-level units in guiding the fulfillment of set goals. The research culture is not separate from this
strategic purpose of accreditation for academic excellence.
At the university, quality management is understood as the set of policies, strategies, actions, and
procedures aimed at maintaining and sustaining continuous improvement at each level of manage-
ment, academic and administrative bodies, and the strategic, key, and support functions and processes
we develop to meet the demands of Nicaraguan society.
The commitment and dedication of the teaching staff to scientific productivity is recognized. However,
some of these efforts have not been fully realized, mainly due to administrative or management
factors beyond the teachers' scope of action.
In research, you must pay for what it costs; that is, you must invest in resources to generate research.
The return on investment (ROI) in research is seen through results—it provides connections, academic
status in the long term, beyond just monetary gain.
The competent performance of a research professor, understanding that their responsibility in training
professionals is shared by a multidisciplinary team, advocates for a functional and dynamic teaching-
learning process that surpasses theoretical and memorization-based methodological practices, making
way for learning that connects theory with practice in specific, contextualized situations.
Being a university professor means taking seriously the task of guiding the professional formation of
students—a task for which they need to broaden their perspective on new teaching approaches with
greater potential to contribute to the history of the teaching profession, bearing in mind that teaching
and research are inherent to academic work; together, they build bridges between knowing and doing.
How can the number of efficient, effective, and efficacious research professors be increased? (a) By
assisting those teachers who are not yet clear about their research line. (b) The teacher must be in
constant professional development, which helps them understand that there are emerging topics to
write about. (c) In this sense, it is valuable to continue promoting spaces for dialogue and coordination
with the various university bodies, with the purpose of facilitating the execution of these initiatives
and making the most of the academic potential.
Privacy: Not applicable.
Funding: This work did not receive any kind of funding.
Statement on the use of artificial intelligence: The authors of this article declare that we have
not used Artificial Intelligence in its development.
Jossarys Gazo Robles
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
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References
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Horruitiner, S. P (2007). Modelo de acreditación de carreras de la educación superior cubana. Revista
Iberoamericana de Educación, 44(2), 1-13. https://rieoei.org/RIE/article/view/2252/3261
Jaspers, K. (1946). La idea de la universidad. Traducción Agustina Schroeder. En: La idea de la univer-
sidad en Alemania. Editorial Sudamericana.
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novembre de 2019. ://repositorio.ufsc.br/bitstream/handle/123456789/201909/104_00735.pdf?se-
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Ruiz, J. (1996). Cómo hacer una Evaluación de los Centros Educativos. Narcea
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Article received: October 7, 2025
Article accepted: October 28, 2025
Approved for layout: November 1, 2025
Publication date: January 10, 2026
About the author
* Jossarys Gazo Robles holds a Ph.D. in Quality Management of Scientific Research, a Master's in Scientific Research Met-
hods, and a Bachelor's degree in Social Anthropology from the National Autonomous University of Nicaragua (UNAN),
Managua, Nicaragua. She was awarded first place in the National Young Scientist and Researcher Contest of Nicaragua
in 2021. She is a titular professor (or: a tenured professor) in the Department of Social and Political Sciences at UNAN.
Email: jgazo@unan.edu.ni
Research teachers: Evaluation of research quality from the perspective of efficiency, efficacy and effectiveness
https://doi.org/10.59654/btctmw45
Título a dos líneas
Línea 2
Two-line title
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111
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
Artificial intelligence literacy and content
curation: challenges and opportunities for
teachers and university students in France
Alfabetización en inteligencia artificial y curación de conteni-
dos: desafíos y oportunidades para docentes y estudiantes
universitarios en Francia
Abstract
Universities exist to produce science and create new knowledge. Therefore, the work of university professors is increa-
singly diversifying, and research is seen as an activity, a support tool for the improved development of the pedagogical
function. However, for some, research is viewed as complex, costly, and without implications for classroom teaching.
Given this reality, the objective of this research is to evaluate the quality of professor-researchers, based on the Efficiency,
Efficacy, and Effectiveness aspects of this doctoral thesis, which emerges from one of the dimensions of the research
project in Scientific Research Quality Management at UNAN-Managua. The methodology was characterized by a cons-
tructivist paradigm, a mixed approach, and an explanatory study type based on the time of occurrence of the events
and the recording of information. The study was retrospective, and, depending on the period and sequence of the
study, it was cross-sectional. Methods, techniques, tools, and instruments were used to collect and process data..
Keywords: quality, teacher-researcher, efficiency, efficacy, effectiveness, research.
Resumen
Las universidades están para producir ciencia, crear nuevo conocimiento, por lo cual el quehacer del docente univer-
sitario comienza cada vez más a diversificarse y la investigación es una actividad, un instrumento de apoyo para el
mejor desarrollo de la función pedagógica; pero para algunos la investigación lo ven como algo complejo, costoso y
sin implicaciones para la docencia en las aulas. Ante esta realidad el objetivo de esta investigación es evaluar la calidad
de los docentes en la investigación desde la eficiencia, eficacia y efectividad, que surge de una de las dimensiones de
la tesis doctoral en Gestión de la Calidad de Investigación Científica, UNAN-Managua. La metodología se caracterizó
por un paradigma constructivista, enfoque mixto, tipo de estudio explicativo, de acuerdo con el tiempo de ocurrencia
de los hechos y registro de la información, el estudio es retrospectivo y según el período y secuencia del estudio es
transversal, se utilizaron métodos, técnicas, herramientas e instrumentos para recolectar y procesar datos.
Palabras clave: calidad, docente investigador, eficiencia, eficacia, efectividad, investigación.
How to cite this article (APA): Hernández, C. T. R. (2026). Artificial intelligence literacy and content curation:
challenges and opportunities for teachers and university students in France. Revista Digital de Investigación y
Postgrado, 7(13), 111-128. https://doi.org/10.59654/btctmw45
Thais Raquel Hernández Campillo*
Professor, Department of Multimedia and Internet Professions, University Institute of Technology
of Blois, University of Tours, France..
Instituto de Estudios Superiores de Investigación y Postgrado
112
Introduction
Artificial intelligence (AI) has been progressively integrated into various spheres of contemporary so-
ciety. Experts and scientists project that this technology will play an increasingly decisive role in sectors
such as the economy, health, and education. We are facing a technological revolution that demands
deep adaptations in social dynamics and in the automated processes that transform daily life. In this
context, diverse perspectives emerge: some seek to understand the scope of this revolution, while
others aim to guide the already visible changes.
Higher education constitutes one of the areas where these tensions manifest most intensely. AI is sig-
nificantly transforming teaching and learning, while simultaneously posing ethical and moral challenges
associated with its misuse. Hence, there is a need to promote training that fosters a critical and ethical
use of these technologies, both among university students and faculty.
The United Nations Educational, Scientific and Cultural Organization (Unesco) has emphasized the
uniqueness of AI compared to other digital tools applied in education. According to this agency, ar-
tificial intelligence is distinguished by its ability to mimic human behaviors, automatically generate
content from multiple sources, and raise moral and academic responsibilities. These particularities de-
mand specific competencies that transcend traditional digital literacy (Unesco, 2019, 2024a).
For its part, the European Union has oriented its approach to artificial intelligence towards fostering
scientific research and economic development (European Commission, 2025a). This framework rests
on two fundamental pillars: excellence, understood as the coordination of policies, resources, and in-
vestments to develop robust, high-performance systems; and trust, based on the creation of legal
frameworks that guarantee a safe and responsible use of AI. In this vein, the AI Act, the first European
legal framework on the subject, regulates associated risks and positions Europe as a global leader.
In France, AI has decisively impacted the economy, society, and the educational sphere. Its application
in teaching is subject to respect for republican values, personal data protection, pedagogical freedom,
and environmental sustainability. The Ministère de l’Éducation nationale, de l’Enseignement supérieur
et de la Recherche (2025) acknowledges that AI poses challenges for traditional education by modif-
ying learning methods, lesson preparation, and assessment, although it also offers valuable opportu-
nities for teaching and institutional management.
In this line of thought, French researchers and authorities have explored multiple dimensions of AI use
among university faculty and students. Among recent work, notable studies include those analyzing the
degree of adoption of language models like ChatGPT (Agulhon & Schoch, 2023; Sublime & Renna, 2024),
the integration of AI into teaching and learning processes (Many, Shvetsova & Forestier, 2024; Modolo,
2025), and faculty preparation for its disruptive potential (Bidan & Lebraty, 2024). To these are added
official reports directed at the highest educational authorities—such as that by Pascal et al. (2025)—which
document the actual uses, challenges, and opportunities of AI in French higher education.
Another reference is the AI DL – Data Literacy in the Age of AI for Education project (France Éducation
International, n.d.), which seeks to strengthen digital citizenship through data and information literacy
supported by AI tools, especially generative AI. This program aims to equip educational stakeholders
with critical competencies to face contemporary challenges such as deepfakes and fake news.
The results of this research an these initiatives show that integrating AI into higher education opens
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opportunities to enrich teaching and institutional management, but also generates ethical dilemmas
and risks of bias that require rigorous attention. Therefore, it is essential to incorporate AI literacy into
university education, understood as the ability to understand its functioning, identify its biases, and
employ it critically and responsibly.
In a scenario of automated information production, content curation acquires a strategic role. This
practice allows for filtering, validating, and contextualizing information generated by artificial intelli-
gence systems, fostering more reflective and ethical learning. Integrating content curation into tea-
ching and student practices can strengthen skills in searching, analyzing, and verifying sources in an
informational environment increasingly mediated by AI.
However, academic literature often addresses AI literacy and content curation separately, limiting the
understanding of their combined potential. This theoretical gap constitutes the foundation and origi-
nality of the present study, whose objective is to analyze how content curation can be integrated into
the AI literacy of university faculty and students in France.
Methodology
The present study adopts a qualitative approach, given its interpretive nature and focus on understanding
phenomena through processes. This approach, with its non-linear and cyclical design, facilitates the fle-
xible organization of the researcher's work (Calle, 2023). According to Lim (2024), qualitative methodo-
logy is indispensable due to its capacity to offer information on complex social phenomena, generate
people-centered understandings, address real-world problems, and respond quickly to social changes.
As the main empirical method, a systematic literature review was applied, which allowed for examining,
evaluating, and synthesizing existing academic production to understand the context, establish ante-
cedents, and identify trends related to the object of study (Susanto et al., 2024). The methodology
proposed by Gómez et al. (2014) was followed, recognized for its applicability to diverse knowledge
areas and its usefulness for determining the relevance and originality of sources. This methodology
comprises four phases: problem definition, search, organization, and analysis of information.
The problem definition was articulated with the purpose of the study: to analyze the integration of
content curation within artificial intelligence literacy among teachers and students in higher education
in France. The review period was delimited between 2018 and 2025, coinciding with the start of Euro-
pean policies on artificial intelligence, including milestones such as the creation of the High-Level Expert
Group on AI, the European AI Alliance, and the Coordinated Plan on AI driven by the European Union.
The information search was conducted in scientific databases and academic repositories, including
ScienceDirect, Scopus, Google Scholar, HAL, and CAIRN, the latter two specialized in French research.
Following the principles of digital information retrieval, search operators and equations were applied
in French and English, such as: “higher education in Europe†+ “artificial intelligenceâ€; “AI literacy in
France†AND “content curationâ€; “content curation†AND “higher educationâ€; as well as “artificial inte-
lligence†OR “generative artificial intelligenceâ€.
As a result, 858 sources were retrieved. After applying exclusion criteria—removing citations, patents,
conference proceedings, duplicate records, and research unrelated to the French context—104 do-
cuments focused on artificial intelligence were obtained, although most addressed technical aspects
without reference to literacy or content curation. Finally, 20 sources were selected (see Appendix 1)
Artificial intelligence literacy and content curation: challenges and opportunities for teachers and univer-
sity students in France
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based on the following criteria: (a) theoretical or empirical studies on AI in French higher education,
(b) primary sources (books, articles, reports, or theses), and (c) proposals aimed at acquiring digital
competencies among teachers or students.
For organizing and analyzing the documents, two content curation tools were used: Zotero and No-
tion. Zotero was employed as a bibliographic manager and PDF annotator, enabling the classification
of articles, creation of tags, and management of citations through its integration with Word. Notion
was used for note-taking and categorizing information according to the thematic axes of the review.
Its flexible interface allowed for the creation of a database with the retrieved articles and the extraction
of metadata (title, author, year, journal, and keywords).
Furthermore, theoretical methods were applied, such as analysis-synthesis, historical-logical, and in-
duction-deduction, which guided information processing and the construction of the theoretical fra-
mework. Analysis-synthesis allowed for deconstructing the contributions identified in the literature
(definitions, conceptual frameworks, experiences in France and Europe) to integrate them into an in-
terpretative model. Induction-deduction facilitated the identification of patterns in empirical studies
and their comparison with theoretical frameworks on digital and AI literacy. Finally, the historical-logical
method made it possible to trace the evolution of the concept of digital literacy towards AI literacy
and its relationship with content curation in the French context.
As a methodological instrument, a thematic guide for the literature review was developed (see Ap-
pendix 2). It allowed for organizing the selected articles into predefined categories: concepts, digital
competencies, experiences of teachers and students, and links between artificial intelligence and con-
tent curation. This tool facilitated the identification of patterns and theoretical gaps and ensured a
systematic review coherent with the study's objectives. Moreover, its application favors research re-
producibility and aligns with the logic of content curation by establishing filters and criteria that refine
and prioritize relevant information.
Finally, the study acknowledges some limitations. A deficit of research specifically focused on AI literacy
in French higher education is evident, as well as a lack of work addressing content curation in this
context. Furthermore, some of the French literature consulted is not indexed in international databases
like Scopus or Web of Science, limiting its visibility. On the other hand, the emerging nature of AI li-
teracy implies conceptual frameworks still under development. Lastly, although the thematic guide
contributed to a systematic organization, any classification carries a component of subjectivity. Con-
sequently, the results of this review should be interpreted as an initial approximation to the pheno-
menon and not as an exhaustive representation of the French higher education system.
Results and Discussion
Artificial intelligence literacy: Concept and relevance
Artificial intelligence is part of everyday life. Applications based on this technology directly influence how
we live and interact, both with technology and with other people. As AI evolves, the boundary between
humans and machines becomes increasingly blurred. Examples of this include smart home appliances,
voice recognition features on mobile phones, or applications that facilitate language learning. Virtual as-
sistants like Siri, Alexa, or Gemini respond to queries about the weather or news, while smartwatches mo-
nitor physical activity and well-being. The more integrated technology is in daily life, the less perceptible
its presence becomes, as its purpose is to minimize friction between the user and the device.
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In line with these advances, interest in the application of AI in education has grown significantly. Ho-
wever, "research on artificial intelligence in educational settings seldom defines the term" (Stolpe &
Hallström, 2024, p. 2).
Various international organizations have attempted to define this concept. Unesco (2024b) defines AI
as a digital system capable of processing and analyzing data from its environment to act autonomously
based on specific objectives. The European Parliament (2020) describes it as a machine's ability to
perform cognitive functions characteristic of humans, such as reasoning, learning, creating, and plan-
ning. In France, the Ministère de l’Éducation nationale, de l’Enseignement supérieur et de la Recherche
(2025) conceives it as a digital system based on probabilistic algorithms that uses datasets to produce
outcomes comparable to human cognitive activity. This organization distinguishes two main types of
AI: predictive, when models classify data, anticipate risks, or identify trends, and generative, when
models produce new content such as text, images, sounds, or videos.
Considering the potential of this technology, as well as the ethical and social implications of its use,
several authors argue that all citizens should receive training in artificial intelligence (Markus et al.,
2024; Olari & Romeike, 2024; Stolpe & Hallström, 2024). In this regard, education is needed that allows
teachers and students to understand what AI is, how it works, what its biases are, and how to interact
with it critically, ethically, and effectively.
From this perspective, artificial intelligence literacy emerges as an essential pathway for developing com-
petencies that facilitate leveraging its benefits and mitigating its risks in the educational and social spheres.
Capelle (2024) defines it as a set of competencies that enables people to critically evaluate AI systems,
as well as to communicate and collaborate effectively with them. This literacy is supported by other
competencies included in the European Digital Competence Framework, such as information and data
management, thus configuring a multiliteracy approach where various interrelated literacies converge.
In the French context, several studies have addressed the changes generated by AI in teaching and
learning processes, as well as concerns stemming from its indiscriminate use by students. Agulhon
and Schoch (2023) highlight the advantages of ChatGPT for supporting the drafting of academic pa-
pers and other educational tasks, but warn of the risks related to the reliability and quality of its res-
ponses. The authors emphasize the importance of combining AI's potential with human expertise to
avoid technological dependence and the weakening of critical thinking.
For his part, Modolo (2025) examines how the integration of AI transforms higher education by redefining
the traditional roles of teachers and students. From a critical perspective, he posits that this technology
acts as a disruptive tool capable of modifying pedagogical practices, generating new power dynamics,
and complicating learning assessment processes. Complementarily, Devauchelle (2025) analyzes the im-
pact of AI not only on teachers and students but also on the staff responsible for teacher training. Accor-
ding to the author, in France, the use of AI remains limited, primarily confined to the preparation of classes
and school assignments, although both its potential and the ethical challenges it entails are recognized.
The reviewed studies agree on the need for a reference framework to guide the integration of artificial
intelligence literacy in higher education. In response, Unesco (2025a) developed a Framework for AI
Competencies for Students, which aims to prepare students to become responsible and creative citi-
zens in the digital age, as well as to support teachers in its pedagogical integration. This document
defines 12 competencies organized into four dimensions and three levels of progression.
Artificial intelligence literacy and content curation: challenges and opportunities for teachers and univer-
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Figure 1
AI competency framework for students.
Note: Original elaboration based on Unesco (2025a).
Furthermore, Unesco (2025b) developed the AI Competency Framework for Teachers, aimed at those
who use this technology to enhance learning. This framework, structured around 15 competencies dis-
tributed across five dimensions and three levels, is founded on principles such as the protection of tea-
chers' rights and the strengthening of human agency, emphasizing that "human flourishing must remain
at the heart of the educational experience. Technology must not and cannot replace teachers" (p. 14).
Figure 2
AI competency framework for teachers
Note: Author's own elaboration based on Unesco (2025b)
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In line with this international interest, France has developed multiple initiatives to promote artificial
intelligence competencies among teachers and students, aiming to foster a safe, effective, and ethical
use of these tools. Principles and guidelines for the responsible use of AI at all educational levels have
been established (Ministère de l’Éducation nationale, de l’Enseignement supérieur et de la Recherche,
2025), along with practical resources for higher education: massive open online courses, manuals, di-
gital tools, national portals, guides of good practices, experimental experiences, and institutional trai-
ning programs (France Éducation International, n.d.; Université de Nantes, 2024).
These actions are complemented by funding initiatives under the France 2030 program, which allocates
54 million euros to the transformation of companies, educational institutions, and research centers.
Among the funded projects is AI DL – Data Literacy in the Age of AI for Education, focused on the
critical use of artificial intelligence in education and its integration into teaching practices (European
Commission, 2025). Furthermore, France participates in European projects such as Erasmus+, which
promote AI literacy in higher education.
Educational digital content curation as a key competency
Content curation constitutes an effective resource in the face of information overload. This concept,
originating in the fields of marketing, journalism, and communication, has been progressively incor-
porated into the educational context. According to Hernández et al. (2022), content curation in uni-
versity teaching work comprises the search, selection, and dissemination of relevant information for
a course, with the goal of facilitating the learning of disciplinary content. For students, this practice
plays an essential role in understanding a topic and in collaborative work, as it involves compiling, se-
lecting, organizing, editing, and sharing meaningful information (Ramírez, 2024).
In this way, content curation encompasses subprocesses such as the retrieval, storage, organization,
presentation, and dissemination of digital information. In a context where artificial intelligence has ex-
ponentially multiplied the production and circulation of data, curation is configured as a competency
for filtering and critical evaluation, enabling the distinction between reliable information and content
generated without quality control, the verification of sources and biases, and the selection of resources
aligned with specific informational objectives and needs. Consequently, it is constituted as an act of
advanced information literacy, indispensable in environments mediated by artificial intelligence.
Simultaneously, artificial intelligence can enhance the curation process. This approach has been ex-
plored in journalism, marketing, and advertising, where the adoption of intelligent tools for creating
personalized content is analyzed, redefining traditional communication practices (La-Rosa et al., 2025).
Codina and Lopezosa (2024) show how AI tools can streamline curation processes in journalism and
present AI-powered search engines applicable to academic contexts (Codina, 2023).
The findings of this research are transferable to higher education, where teachers and students can
apply AI tools in content curation. At this educational level, managing reliable information to support
an argument or develop a viewpoint constitutes a common practice, which corresponds to the cura-
tion process, whether as part of learning activities or teaching preparation.
The following table presents artificial intelligence tools applicable to each phase of the content curation
process, highlighting that AI does not replace curation but enhances its value through the interpre-
tation, contextualization, and ethical re-reading of information:
Artificial intelligence literacy and content curation: challenges and opportunities for teachers and univer-
sity students in France
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Table 1
Integration of artificial intelligence tools in content curation phases
Nota: Elaboración propia.
Most of the identified tools offer free or academic versions, facilitating their integration into university
projects without requiring major investments. However, the limitations of freemium plans (number of
searches, storage space, or advanced features) demand strategic and mindful use.
In France, research on content curation in higher education is still scarce, and as of this review, no
studies explicitly linking it to artificial intelligence or AI literacy have been recorded. Nevertheless, re-
levant work providing valuable information to the academic community has been identified, such as
Knauf and Falgas (2020), who integrate content curation into a master's-level communication course
on information search and retrieval, and Kemp (2018), whose doctoral thesis proposes a system based
on curation and big data exploration services to facilitate digital information retrieval. Other significant
studies were excluded from the analysis for not meeting the methodological selection criteria.
In the age of artificial intelligence, educational digital content curation is established as a key compe-
tency, not only for its instrumental value but also for its critical dimension. Teachers and students must
be able to identify and manage the risks associated with the intensive use of intelligent tools, including
Thais Raquel Hernández-Campillo
Process phase Main objective Recommended AI tools Potential uses by teachers/
students
Seaarch Locate relevant and
up-to-date information
Perplexity AI, Elicit, Seman-
tic Scholar (IA Search),
Consensus
Formulate questions in natural lan-
guage or specific prompts; identify
relevant scientific sources; com-
pare evidence or study results.
Selection Evaluate and filter the quality
of information.
Scite.ai, Scholarcy, Research
Rabbit, Explainpaper
Summarize scientific articles; verify
whether a study has been cited
positively or critically; compare dif-
ferent sources on the same topic.
Storage and
organizations
Classify, tag, and preserve
curated content.
Notion AI, Symbaloo AI Obsi-
dian + plugins IA, Diigo IA
Save articles and notes with auto-
matic metadata; create connected
knowledge bases; tag and relate
key concepts.
Creation (with added
value)
Reinterpret and contextua-
lize curated information;
generate educational ma-
terials.
ChatGPT, Copilot, Claude, Ge-
mini, Canva Magic Write,
Gamma App, Notion AI.
Its use should be combined
with the content curation te-
chniques proposed by Guallar
(2021).
Write interpretive and critical texts;
design infographics, presentations,
or teaching materials; recontextua-
lize texts according to students'
level.
Dissemination
Share curated content in
digital or academic envi-
ronments
LinkedIn + IA, Medium, Subs-
tack con asistencia IA, Padlet,
Wakelet, Pearltrees, Moodle
con IA plugins
Publish annotated resource collec-
tions; generate automatic summa-
ries or visualizations; create
repositories or collaborative lear-
ning spaces.
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119
technological dependency, algorithmic biases, and information overload (infoxication). These pheno-
mena threaten cognitive autonomy and learning quality, but they justify the need to strengthen cu-
ration as a reflective practice, ensuring training in how to filter, contextualize, and transform
information, thereby reintroducing human judgment into an increasingly automated environment.
Intersection Between AI literacy and content curation
Content curation occupies an intermediate position between traditional digital literacy (searching,
using, and communicating information) and artificial intelligence literacy (understanding how AI
systems function and are trained). It also teaches how to formulate questions, prompts, or search cri-
teria strategically, involves interpreting algorithmic results by recognizing their non-neutral nature,
and fosters ethical responsibility in the selection and dissemination of AI-generated information. In
this sense, content curation can be understood as a practice that develops the critical evaluation of
artificial intelligence systems.
On the other hand, content curation enables the exercise of AI literacy as part of the learning and
knowledge production process. In this context, teachers can design personalized learning environ-
ments based on materials filtered, validated, and adapted with the help of ChatGPT, Perplexity, or Se-
mantic Scholar. Students, in turn, train in the critical selection of results from search engines or
generative assistants, evaluating those most pertinent to their learning and academic projects.
The intersection between AI literacy and content curation redefines informational competencies in
higher education. It is no longer just about accessing or communicating information, but about un-
derstanding the algorithmic mediations that structure knowledge production and circulation. From
this perspective, the curation process becomes a metacognitive exercise: by interacting with AI tools,
the user learns to reflect on their own processes of search, selection, and creation, developing a critical
awareness of technology's role in knowledge construction.
Integrating content curation into AI literacy also entails rethinking the ethical and formative role of
the university. Institutions can leverage curation practices to promote a responsible and transparent
use of artificial intelligence, fostering source traceability, authorship attribution, and respect for epis-
temic diversity. In this way, curation ceases to be an individual practice and transforms into an institu-
tional competency that upholds academic integrity in AI-mediated environments.
This convergence between AI literacy and content curation also opens the possibility of transforming
pedagogical practices. Instead of focusing solely on transmitting information, teachers can guide stu-
dents towards the collaborative construction of knowledge through the critical interpretation of AI-
generated results. Curation, in this context, acts as a bridge between the technical understanding of
artificial intelligence and its reflective application in real learning contexts.
Challenges of AI literacy in the french higher education context
In France, the deployment of artificial intelligence literacy faces several structural obstacles. One of
the main ones is the digital divide, highlighted by the Conseil économique, social et environnemental
(CESE), which warns that approximately one-third of the population feels disconnected from digital
technologies, including young people and inhabitants of areas with limited internet access (Meyer &
Tordeux, 2025). Furthermore, OECD reports on the digital divide in education point to inequalities in
connectivity, available digital resources, and competencies, which prevent all students from having
Artificial intelligence literacy and content curation: challenges and opportunities for teachers and univer-
sity students in France
Instituto de Estudios Superiores de Investigación y Postgrado
120
equitable access to AI-mediated educational practices (Burns & Gottschalk, 2019; OECD, 2023).
Secondly, the training of teachers and students is insufficient to meet emerging challenges. A report
by the Commission on Economic Affairs presented to the French Senate notes that the training offering
in AI is modest, both in initial and continuous training systems, and that existing programs do not
adequately cover the ethical, technical, and pedagogical dimensions of artificial intelligence (Hoffman
& Golliot, 2024). Nevertheless, projects like AI4T seek to fill this gap through open manuals and
MOOCs aimed at teachers, but their scale is still too limited to impact the entire higher education
system.
Finally, there is a clear need for integrated educational policies that embed AI literacy and content
curation within university curricula. The frameworks for the use of AI in education, established by
Unesco and the Ministère de l’Éducation nationale, de l’Enseignement supérieur et de la Recherche
in France, set out principles and guidelines for the responsible use of artificial intelligence. While these
documents are the result of extensive international and national study, it is considered pertinent to
move from principles to practical implementation in specific curricular modules.
Similarly, the report on artificial intelligence in higher education presented by the Minister responsible
for Higher Education and Research identifies several priority actions to transform French universities
into active agents of this change, including institutional structuring, specialized teacher training, and
the social appropriation of knowledge in artificial intelligence.
Conclusions
The review conducted confirms that artificial intelligence literacy is emerging as a new axis of digital
competence in higher education. Beyond the instrumental acquisition of technological skills, it involves
understanding how AI systems are designed, trained, and operated, as well as the ability to critically
analyze their impact on knowledge production and circulation processes. Its relevance lies not only in
technical mastery but in the development of an ethical and critical awareness that enables teachers
and students to act as informed digital citizens in algorithm-mediated environments.
Within this framework, educational digital content curation emerges as a key competency comple-
mentary to artificial intelligence literacy. Far from being a merely technical task, curation constitutes a
cognitive and pedagogical practice that involves the ethical search, selection, evaluation, contextua-
lization, and dissemination of information. In the age of artificial intelligence, this practice acquires a
new dimension: it allows for filtering informational overabundance, identifying algorithmic biases, and
adding value through human interpretation, thereby contributing to the formation of critical and au-
tonomous thinking.
The intersection between artificial intelligence literacy and content curation constitutes a space for
active learning where interaction with intelligent tools becomes a formative opportunity. When tea-
chers use artificial intelligence to design personalized materials or students learn to formulate prompts
and evaluate results generated by automated systems, both exercise a practical, situated, and critical
literacy. This convergence redefines the pedagogical function: educational actors cease being passive
consumers of information and transform into reflective curators and creators of knowledge, aware of
the technological mediations involved in its construction.
In the French context, artificial intelligence shows significant advances and challenges. France has a
Thais Raquel Hernández-Campillo
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
121
solid institutional foundation, including ministerial plans, frameworks for AI use, and innovation projects
like AI4T, which aim to guide the integration of AI into the education system. However, digital divides,
access inequalities, and deficits in teacher and student training persist, limiting a critical and equitable
appropriation of these technologies. The institutional reports reviewed underscore the urgency of ar-
ticulating public policies that integrate AI literacy within university curricula, ensuring its teaching is
not limited to technical competencies but incorporates ethical, epistemological, and pedagogical di-
mensions.
Collectively, the results of this research suggest that artificial intelligence literacy, understood through
the practice of content curation, can become a transformative axis for higher education. Integrating
both competencies into the training of teachers and students would foster the development of a
critical academic citizenship, capable of using artificial intelligence not as a substitute for human
thought, but as an instrument to enhance understanding, creativity, and responsibility in the collective
construction of knowledge.
Privacy: Not applicable.
Funding: This work did not receive any funding.
Declaration on the use of artificial intelligence: The author of this article declares that no Ar-
tificial Intelligence was used in its preparation.
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About the author
* Thais Raquel Hernández Campillo is a Professor in the Department of Multimedia and Internet Professions at the Uni-
versity Institute of Technology of Blois, University of Tours, France. She is a Researcher at the Laboratory for Information
and Mediation Practices and Resources (EA 7503) at the University Institute of Technology of Tours, University of Tours,
France. Email: thais.hernandez@univ-tours.fr
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Artificial intelligence literacy and content curation: challenges and opportunities for teachers and univer-
sity students in France
Appendix
Appendix 1
Academic publications on content curation and artificial intelligence literacy included in the review
Author /
Year
Country or
context Tipe of study Objective Key findings o
r contributions
Relevance to the
review
Stolpe y
Hallström
(2024)
Sweden
Europe Theorical
To analyze and cri-
tically discuss the
components of AI
literacy in relation
to technological li-
teracy.
AI literacy integrates scien-
tific-technological know-
ledge and socio-ethical
understanding. A concep-
tual framework for AI lite-
racy is proposed.
Fundamenta la nece-
sidad de alfabetiza-
ción en IA.
Ministère
de l’Éduca-
tion natio-
nale, de
l’Enseigne-
ment supé-
rieur et de
la Recher-
che (2024)
France Theorical
To provide a fra-
mework for the use
and understanding
of AI in education
in accordance with
ethical, legal, and
environmental
principles.
It defines objectives, princi-
ples, obligations, and ethical
guidelines for the educatio-
nal use of AI.
Conceptualization
and challenges of AI
literacy in France.
Markus,
Pfister, Ca-
rolus,
Hotho y
Wienrich
(2024)
Germany
Europe Theorical
To design online
training to improve
the understanding
of AI in relation to
virtual assistants.
Increased understanding
and critical use of AI, as well
as positive attitudes towards
virtual assistants.
It reinforces the need
for AI literacy.
Olari y Ro-
meike
(2024)
Germany
Europe Mixto
To enable stu-
dents to unders-
tand how AI
systems work.
A compendium of key
concepts for designing
AI learning plans.
It proposes con-
ceptual competen-
cies for AI literacy.
Capelle
(2024) France Mixed-
Methods
To analyze the
relationship bet-
ween data lite-
racy and AI
literacy in teacher
training.
It identifies data literacy
as an essential compo-
nent of AI literacy.
Necessary compe-
tencies for teachers
and students.
Unesco
(2025a) International Theorical
To define the
knowledge, skills,
and values that
teachers must
master in the age
of AI.
AI competency frame-
work for teachers.
A central reference
on AI literacy and
teaching.
Instituto de Estudios Superiores de Investigación y Postgrado
126
Thais Raquel Hernández Campillo
Unesco
(2025b) International Theorical
To define the
knowledge, skills,
and values that
teachers must
master in the age
of AI.
AI competency frame-
work for teachers.
A central reference
on AI literacy and
teaching.
Agulhon &
Schoch
(2023)
France Theorical
To examine the be-
nefits and challen-
ges of ChatGPT in
higher education
Rational use of ChatGPT;
risks linked to the reliability
of information.
Benefits and challen-
ges of using AI in hig-
her education.
Modolo
(2025)
Morocco, De-
mocratic Re-
public of the
Congo, and
Cameroon.
Empirical
To analyze how AI
is transforming
higher education
and its social impli-
cations.
Redefinition of teacher and
student roles; inequalities in
access to AI.
Changes and challen-
ges arising from AI in
higher education.
Devauche-
lle (2025) France Theorical
To explore the im-
pact of AI on tea-
ching and teacher
training.
Tensions and perceptions of
French teachers regarding
the integration of AI.
Challenges and im-
pact of AI in French
higher education.
France Édu-
cation In-
ternational
(s.f)
France Theorical
To promote data
literacy and the cri-
tical use of AI in
education.
The "AI-DL: Data Literacy in
the Age of AI for Education"
project.
AI literacy initiatives in
France.
Universidad
de Nantes
(2024)
France Practical
To offer AI training
resources for uni-
versity teachers.
Resources, events, articles,
courses, and training tools.
Institutional resour-
ces for teacher lite-
racy.
European
Commis-
sion (2025)
France
Europe Theorical
To present projects
promoted by
France in the field
of educational AI.
Funding for AI innovation
and training projects.
Financial and institu-
tional support for AI
literacy.
Hernández,
Hernández,
Legañoa &
Campillo
(2022)
International Theorical
To analyze the inte-
gration of content
curation into tea-
chers' informatio-
nal competencies.
Content curation is confir-
med as an informational
competency that strengt-
hens teachers' digital lite-
racy
Content curation as a
key teaching compe-
tency.
Ramírez
(2024) International Empirical
To examine the be-
nefits of content
curation in collabo-
rative learning.
Implementation of content
curation in students' colla-
borative learning.
Content curation as a
key student compe-
tency.
La-Rosa,
Ortega-Fer-
nández &
Perlado
(2025)
Spain
Europe Empirical
To analyze the
scientific produc-
tion on generative
AI in journalism,
marketing, and ad-
vertising.
Predominance of marketing
in publications; Spain leads
research on AI applied to
journalism.
Application of AI in
content curation and
personalization.
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127
Artificial intelligence literacy and content curation: challenges and opportunities for teachers and univer-
sity students in France
Codina &
Lopezosa
(2024)
Spain
Europe Theorical
To demonstrate
the application of
AI tools in the
phases of con-
tent curation.
Identification of search
engines and prompts for
digital curation processes
Integration of AI
into the phases of
content curation.
Codina &
Lopezosa
(2024)
Spain
Europe Theorical
To demonstrate the
application of AI
tools in the phases
of content curation.
Identification of search en-
gines and prompts for digi-
tal curation processes.
Integration of AI into
the phases of content
curation.
Codina
(2023)
Spain
Europe Empirical
Comparative
analysis of alterna-
tive search engines
to Google with ge-
nerative artificial
intelligence.
General characteristics of
types of search engines.
Functional and interface
analysis of search engines;
recommendations for aca-
demic use.
AI tools applied to in-
formation curation.
Knauf &
Falgas
(2020)
France Empirical
To strengthen digi-
tal skills through
curation and infor-
mation manage-
ment.
Experiments with master's
students in communication
on digital content monito-
ring.
Intersection between
AI literacy and con-
tent curation.
Kemp (2018 France Empirical
To propose a ser-
vice-based system
for curating and
exploring big data.
"CURARE" model for infor-
mation exploration and ex-
traction through data
analysis.
Appendix 2
Thematic guide to the documented bibliographic review
1. Artificial intelligence literacy in higher education.
1.1. European context.
1.2. Concept and relevance.
1.3. Necessary competencies for teachers and students (frameworks and theoretical proposals).
1.4. Recent initiatives in Europe and France (state programs, universities, policies).
2. Content curation as a key competency.
2.1. Definition and phases.
2.2. Integration of ai into content curation phases: use of tools.
2.3. Risks: Dependence, bias, information overload.
2.4. Incorporation into the training of university teachers and students.
3. Intersection between AI Literacy and Content Curation.
3.1. Conceptual Approach: Curation as a Bridge between Digital Literacy and AI Literacy.
3.2. Practical-Pedagogical Approach: How Teachers and Students Practice this Literacy.
3.3. Epistemological or Formative Approach: Why Does This Intersection Redefine Informational
Competence in Higher Education?
3.4. Institutional or Ethical Approach: How Can Content Curation be Integrated into University AI
Literacy Policies or Strategies?
4. Challenges of AI literacy in the context of higher education in france.
4.1. Digital divide and access inequalities.
4.2. Insufficient training of teachers in ai and curation.
4.3. Need for educational policies that integrate content curation and ai literacy into curricula.
128
Thais Raquel Hernández Campillo
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https://doi.org/10.59654/4gbrg727
Paradigm of school education: A reflection on chil-
dren's access to primary education in Angola
Paradigma de la Educación escolar: Una reflexión sobre el ac-
ceso de los niños a la educación primaria en Angola
Abstract
Universal access to education means that all individuals have equal educational opportunities, regardless of social
class, race, gender, sexuality, ethnic origin, or physical or mental disability. This study reflects on the factors that affect
access to primary education in Angola, through a bibliographic, documentary, exploratory, and qualitative approach.
The results reveal a discrepancy between the values established in the Angolan Constitution and international edu-
cational treaties, and their effective implementation. It is noted that 22% of school-aged children do not attend
school. The main factors limiting access include socioeconomic conditions, geographic location, health and hygiene
problems, child labor, and early pregnancy, especially in rural areas. Further research is recommended to compare
findings and generate new scientific contributions aimed at improving educational access in the country.
Keywords: Access, Primary education, Angola, Factors.
Resumen
El acceso universal a la educación implica que todas las personas tengan igualdad de oportunidades educativas, sin
distinción de clase social, raza, género, sexualidad, origen étnico o discapacidad. Este estudio reflexiona sobre los fac-
tores que afectan el acceso a la educación primaria en Angola, mediante una investigación bibliográfica, documental,
exploratoria y con enfoque cualitativo. Los resultados muestran una discrepancia entre los valores establecidos en la
Constitución angoleña y en los tratados internacionales sobre educación, y su efectiva implementación. Se destaca
que el 22% de los niños en edad escolar no asisten a la escuela. Entre los principales factores que limitan el acceso se
encuentran las condiciones socioeconómicas, la ubicación geográfica, los problemas de salud e higiene, el trabajo in-
fantil y el embarazo precoz, especialmente en zonas rurales. Se recomienda realizar nuevas investigaciones para com-
parar resultados y generar aportes científicos que contribuyan a mejorar el acceso educativo en el país.
Palabras clave: Acceso, Educación primaria, Angola, Factores.
How to cite this article (APA): Miranda, G. M. A.. (2026). Paradigm of school education: A reflection on chil-
dren's access to primary education in Angola. Revista Digital de Investigación y Postgrado, 7(13), 129-134.
https://doi.org/10.59654/4gbrg727
Mário Adelino Miranda Guedes*
IAssistant Researcher at the Center for Studies and Scientific Research of ISIA – International
Polytechnic Higher Institute of Angola, Luanda.
Instituto de Estudios Superiores de Investigación y Postgrado
130
Introduction
Education is the act of educating, instructing, and disciplining. Education refers to the means by which
the habits, customs, and values of a community are transferred from one generation to the next
(Adolfo, 2014).
According to Queiroz (2025), referencing the Universal Declaration of Human Rights, Article 26—co-
rroborated by Angolan legislation in Law No. 162/23, which establishes compulsory and free primary
education for all, regardless of age—every person may access education and literacy, thereby revoking
Laws No. 32/20 and 17/16. Universal access to education is the ability for all individuals to have equal
opportunities in education, regardless of their social class, race, gender, sexuality, ethnic origin, or
physical or mental disability. Such access broadens horizons, transforms lives, and enables the deve-
lopment of critical and moral thinking.
According to Nobre (2022), it is through knowledge that individuals drive their lives, guide their tra-
jectory, develop ethical values, and fully exercise their citizenship, understanding their rights and duties.
The main indicators of primary education include: the average number of students per class, the ave-
rage number of instructional hours per day, the age–grade distortion rate, the percentage of teachers
with higher education, the adequacy of teacher training, teacher regularity, teaching effort, and the
complexity of school management.
In Angola, the public school system—expected to serve as the main instrument for democratizing
education—faces serious structural, financial, and human resource limitations. Added to these cha-
llenges are insufficient infrastructure, a shortage of qualified teachers, and inadequate teaching re-
sources (Santana, 2025).
Thus, according to Article 2, paragraph 1, of the Basic Law of the Education and Teaching System (Law
17/16) of October 7, amended by Law 32/20 of August 12, education is a planned and systematized
process of teaching and learning aimed at preparing individuals holistically for the demands of indi-
vidual and collective life. It develops within human coexistence, with the purpose of addressing the
main challenges of society, particularly in the consolidation of peace and national unity, and the pro-
motion and protection of human rights, the environment, and the scientific, technological, social, and
cultural development of the country (Chikela, 2019).
According to Adolfo (2015), formal teaching in Angola began in the 16th, 17th, and 18th centuries,
long before the current territory was unified, during the presence of the Kingdom of Kongo. Within
the framework of Angola’s governmental policies for reconstruction and development, education as-
sumes crucial importance, serving as a strategic vector in combating poverty and illiteracy, promoting
health, and reducing social and gender inequalities.
Regarding access to education, private schooling in Angola has ceased to be a privilege and has be-
come a necessity due to the public system’s inability to absorb the student population within its current
8,137 public general education schools. Even low-income families are often forced to enroll their chil-
dren in private schools, where access is frequently hindered by parents’ inability to continue paying
tuition fees. School access inequalities between urban and rural areas are substantial. The net enro-
llment rate in primary education is 78% in urban areas and 59% in rural areas (Chilumbo, 2019).
According to Paxe (2019), Angola currently has 103,599 classrooms, of which 61% belong to public
schools, 33% to public–private partnership schools, and 6% to private schools, grouped into 13,238
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institutions. Regarding access to education, 22% of school-age children are outside the education
system. Only 11% of children aged 3–5 have access to preschool education (Unicef, 2025).
This research seeks to conduct a bibliographic inquiry into access to primary education in Angola, a
country located in Sub-Saharan Africa, and to identify the factors contributing to the high exclusion
of children from the public education system, offering suggestions to help mitigate such effects.
Materials and Methods
The research is bibliographic, exploratory, and documentary, with a qualitative approach, seeking to
evaluate aspects related to access to primary education in Angola based on the analysis of documents
and data found in the aforementioned sources. Bibliographic research is conducted using available
records derived from previous studies, found in printed documents such as books, articles, theses,
decrees-laws, etc. (Siena et al., 2024).
The inclusion criteria for the works selected in this research were the contemporaneity of the study,
the relevance of the topic addressed, the significance of the problem, and the feasibility of obtaining
the content present in them. All publications, articles, and periodicals that did not meet the conditions
established in the inclusion criteria were excluded. All variables used in this study were qualitative. The
research results were analyzed qualitatively. The ethical limitations of this study were noted in the
cross-referencing of data found in the studies, particularly those of Angolan authors, as well as in the
assumptions of the various decrees-laws addressing the subject matter.
Results and Discussion
Education is a social phenomenon that, in principle, serves the function of socializing and integrating
generations. With regard to access to primary education, its objectives allow students to acquire basic
literacy and numeracy, as well as elementary knowledge in Science, Geography, History, Mathematics,
and other Social Sciences. The priority given to its provision is the subject of intense political and pe-
dagogical debates.
From Santana’s (2025) perspective, access to education is influenced by environmental, economic,
social, emotional, psychological, and family-related factors. In the Angolan context, the main problem
inherent to access to primary education is intrinsically linked to the shortage of school infrastructure,
despite the efforts made by the State to expand the school network and broaden access not only to
primary education but also to other subsystems. Added to this are socioeconomic and geographic
constraints, health and hygiene problems, child labor, and early pregnancy—an especially concerning
factor that contributes to school dropout, particularly in rural areas.
A comparative analysis of the Constitution of Angola and the recent Basic Law of the Education and Tea-
ching System (Law No. 17/16 of October 10), as cited by Chikela (2019), reveals a gap between the ideal
and everyday educational practice. That is, although there is legislation supported by programs designed
to promote and ensure broad and inalienable access to primary education, the daily reality and the si-
tuation observed at the beginning of each school year contradict this well-intentioned effort by the State.
It should also be noted that the armed conflict Angola experienced for nearly three decades triggered
a population exodus toward major cities, causing significant overcrowding. This placed an alarming
burden on the State regarding the educational supply, which, in many cases, has not been proportional
to this demographic phenomenon.
Paradigm of school education: A reflection on children's access to primary education in Angola
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As can be observed, there is a certain overlap between universal factors and local realities, which may
be intrinsically tied to the socioeconomic and political circumstances of each region or geographical
area. However, David’s (2022) study on social inequality and the teaching–learning processes of early
childhood education highlights factors associated with school access, such as social, economic, racial,
and gender disparities; interactions between children and educators; material and infrastructural con-
ditions; teacher training and working conditions; and cooperation between school and family.
This reflection is supported by Chilumbo (2019), who, in his study on the Angolan educational system
and its adaptation to the cultural context of rural areas in Huambo, concluded that education is very
weak, as it lacks deeper reflections on the implementation of public policies related to social, economic,
and geographic factors. This situation has led families to prioritize food security, resulting in children
attending school appearing sad and malnourished, which demands a certain degree of pedagogical
flexibility to address the deficiencies identified in their daily reality.
The situation of children’s access to primary education in Angola, according to Chikela (2019), requires ur-
gent reforms to significantly reduce existing barriers. These include supportive family environments where
parents engage in their children’s education; adequate physical and mental health conditions; the quality
of education provided by schools; and accessible school infrastructure. Other important factors include
economic and social support, qualified teachers, and a positive school culture that fosters learning.
These elements are corroborated by Luís (2021), who, in his study on access to education in Angola,
states that access to schooling continues to be a State priority regardless of circumstances. Therefore,
States must promote, through public policies, conditions that facilitate participation in and access to
public education, emphasizing that access to primary education is a subjective right of every citizen
and thus deserves and requires due respect.
According to the report from the National Institute of Statistics (2025), released on November 25 of
this year as part of the presentation of the results of the 2024 population and housing census, Angola
currently has five million school-aged children outside the education system, representing 22% of all
Angolan children in this age group. This highlights a major challenge not only for the Ministry of Edu-
cation but also for the need for a multidisciplinary approach to this phenomenon, given that it con-
cerns an inalienable fundamental right and an issue of citizenship.
Final considerations
Education is a social practice aimed at the development of the human being, their potential, skills,
and competencies. It can also be considered a duty of both the family and the State, inspired by the
principles of freedom and the ideals of human solidarity, with the purpose of ensuring the full deve-
lopment of the learner, preparing them for the exercise of citizenship, and equipping them for the
workforce. Therefore, education is not limited to the school environment.
The study highlights that there are many reasons why school-aged children and adolescents in Angola
are out of school. These include limited educational opportunities due to a lack of available places in
schools, disinterest in attending school, illnesses that prevent regular attendance, violence of any kind,
socioeconomic issues, conflicts with the law, adolescent pregnancy, prejudice and discrimination, as
well as a shortage of qualified teachers.
This research demonstrates that universal access to education can be facilitated through public policy
measures, evaluation and diagnosis of the educational situation, ensuring enrollment for all children
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and adolescents without any form of discrimination, providing structures that enable accessibility, and
investing in teacher training. Regarding children’s and adolescents’ access to primary education, it is
noteworthy that 22% of school-aged children in Angola are still out of the education system, and
48% of enrolled students do not complete primary education.
Based on the results of this research, it can be concluded that adopting strategies to promote greater
inclusion of children and adolescents in primary education—thereby reducing the gap between the
constitutional perspective that advocates for compulsory primary education and the current reality—
is increasingly urgent. Education is a right for all and aims at the full development of the human being
through the teaching–learning process.
Privacy: Not applicable.
Funding: This work has not received any type of funding.
Declaration on the use of artificial intelligence: The author of this article declares that no ar-
tificial intelligence was used.
References
Adolfo, V. B. (2014, Outubro 23). Educação em Angola – antes, durante e depois da independência.
Luanda, Angola. Educar agora. https://balgidoquiage.wordpress.com/2014/09/17/educacao-em-an-
gola-antes-durante-e-depois-da-independencia/
Chikela, B. A. (2019). Análise sobre o direito à educação na lei de base do sistema de educação e ensino,
nº17/16 de 7 de Outubro e sua relação com a constituição de Angola. Revista Angolana de Ciencias,
1(2), 445-457. https://doi.org/10.54580/R0102.12
Chilumbo, A, E. J. (2019). O sistema educativo angolano e sua adequação no contexto cultural das zonas
rurais em Huambo- Angola (Ãfrica). Revista cientifica Multidisciplinar Núcleo do Conhecimento. 13, pp.
5-19. DOI: 10.32749/nucleodoconhecimento.com.br/educacao/sistema-educativo-angolano
David, S. M. (2022). A desigualdade social e os processos de ensino e aprendizagem de crianças da Edu-
cação infantil. Dissertação apresentada ao Programa de Mestrado Profissional em Ciência, Tecnologia
e Educação do Centro Universitário Vale do Cricaré, como requisito para obtenção do título de Mestre
em Ciência, Tecnologia e Educação. São Mateus ES. Brasil.
https://repositorio.ivc.br/handle/123456789/1518
Instituto Nacional de Estatistica (2025). Relatório síntese do Recenseamento geral da população e habitação.
Ministério do Planeamento. Governo de Angola. http://www.ine.gov.ao.
Lei 23/20. (2020). Direito Angolano: Lei de bases do sistema de Educação e Ensino. Ministério da Educação,
Luanda, Angola.
Lei 162/23. (2023). Regime jurídico do Ensino primário e secundário do subsistema de ensino Geral. Luanda,
Angola.
Luis, A. C. (2021). A educação em Angola. Xilonga. Escola virtual Angolana. Ministério da Educação. Luanda,
Angola. https://xilonga.med.gov.ao/sobre-educacao
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Nobre, F. E. (2018). O papel social da escola. Revista cientifica Multidisciplinar Núcleo do Conhecimento.
3, pp. 103-115. https://www.nucleodoconhecimento.com.br/wp-content/uploads/kalins-pdf/singles/o-
papel-social-da-escola.pdf
Paxe, I. (2019). O Sinprof nas políticas da educação em Angola. Instituto Superior Das Ciências da Educação.
Luanda.
Santana, A, I, R. (2025). O acesso à Educação como determinante estrutural das desigualdades de opor-
tunidades em Angola. Ciências Humanas, 29. https://revistaft.com.br/o-acesso-a-educacao-como-
determinante-estrutural-das-desigualdades-de-oportunidades-em-angola/
Siena, O., Braga, A. A., Oliveira, C. M. y Carvalho, E. M. (2024). Metodologia da Pesquisa Cientifica e ele-
mentos para elaboração e apresentação de trabalhos acadêmicos. Editora Poisson. https://livros.pois-
son.com.br/individuais/Manual_de_Trabalho/Manual_de_Trabalho.pdf
Queiroz, S. E. P. (2025). Fundamentos da educação em direitos humanos: diversidades, crianças, adoles-
centes e o fortalecimento do estado protetor dos direitos. Pp. 10-75. Em Elenita Pinheiro de Queiroz
Silva e Marilia Freitas Lima, Fundamentos da Educação em Direitos Humanos: Crianças, adolescentes
e fortalecimento do estado protetor de direitos. Curso de Aperfeiçoamento de Educação em Direitos
Humanos e diversidades. Uberlândia: PROEX/UFU.
https://proexc.ufu.br/sites/proexc.ufu.br/files/media/document/1_materialdidatico_cdhd_digital_0.pdf
Unicef (2025). Educação no OGE. Análise sobre o Orçamento Geral do Estado. Relatório do Fundo das
Nações Unidas para a Infância. Luanda, Angola. https://www.unicef.org/angola/media/5586/file/Edu-
cação%202025.pdf
Article submission date: October 17, 2025
Article acceptance date: November 7, 2025
Date approved for layout: November 12, 2025
Publication date: January 10, 2026
Author notes
* Mário Adelino Miranda Guedes holds a PhD in Educational Sciences from ACU – Absolute Christian University, and a
Master’s degree in Educational Sciences from Unixavier – Tiradentes. He earned his medical degree from Jean Piaget
University of Angola. He is a Professor of General Pathology at the Instituto Superior Politécnico Alvorecer da Juventude
(ISPAJ), Luanda, and an Assistant Researcher at the Center for Scientific Studies and Research of ISIA – Instituto Superior
Politécnico Internacional de Angola, Luanda. Email: guedesmario876@gmail.com
Mário Adelino Miranda Guedes
Conference
Conferencia
https://doi.org/110.59654/vxk8ab27
Título a dos líneas
Línea 2
Two-line title
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Philosophy or philosophies? Debates
surrounding academia and life*
¿Filosofía o Filosofías? Polémicas en torno a la
academia y la vida
Abstract
Although philosophy is often considered a purely academic position, we all have philosophical concerns regarding
natural phenomena, the origin of life and the universe, the human essence, and ethics; in short, we can consider the
existence of these problematic nuclei as essential for human beings. This article reflects on the above and also on
the false idea of the existence of Philosophy as a uniform and singular whole, a canon produced and imposed by
Europe and its colonizing processes, which resulted in the invisibility of non-Western philosophies of the indigenous
peoples of Asia, Africa, and America (Abya Ayala). Another idea supported in the article refers to the necessary up-
dating and relevance of the professions linked to Philosophies, which can contribute much to the understanding of
contemporary dilemmas.
Keywords: Philosophies, philosophizing, academia, life.
Resumen
Aunque con frecuencia se considera que filosofar es una postura solo académica, todos (as) poseemos inquietudes
filosóficas respecto a fenómenos naturales, el origen de la vida y el universo, la esencia humana, la ética; en fin que
podemos considerar la existencia de esos núcleos problemáticos como esenciales para el ser humano. El presente
artículo reflexiona sobre lo anterior y también sobre la falsa idea de la existencia de la Filosofía como un todo uni-
forme y singular, canon producido e impuesto desde Europa y sus procesos colonizadores, los cuales trajeron como
consecuencia la invisibilización de las Filosofías no occidentales de los pueblos originarios de Asia, Ãfrica y América
(Abya Ayala). Otra idea sostenida en el escrito se refiere a la necesaria actualización y pertinencia de las profesiones
vinculadas a las Filosofías, que mucho pueden aportar a la comprensión de los dilemas contemporáneos.
Palabras clave: Filosofías, filosofar, academia, vida.
How to cite this article (APA): Medina, B. R. M. (2026). ¿Filosofía o Filosofías? Polémicas en torno a la academia
y la Vida. Revista Digital de Investigación y Postgrado, 7(13), 137-144. https://doi.org/10.59654/vxk8ab27
Rosa María Medina Borges**
Havana Medical University, Cuba.
Instituto de Estudios Superiores de Investigación y Postgrado
138
Introduction
One of the fundamental characteristics of the methodological framework of Philosophies is its con-
templative stance, encompassing dissent, aporias, doubt, and a sense of unease toward what is con-
sidered established knowledge, as well as a constant reflection on one's worldview. There also exist
strong dispositions—especially in contemporary times—to engage in the transformation of the reality
to which one belongs.
These ideas emerge from my situated experience as a Philosophy professor trained in Cuba, having
taught in several Latin American countries—Cuba, Mexico, Argentina, Colombia, among others—
from whose interactions I have drawn intellectual nourishment, and having published my work in in-
dexed journals across Latin America and Spain. From this contextualized vitality, I aim to “assemble a
mosaic†of what befalls and moves through me in philosophical matters, understood as a human es-
sentiality that transcends the anthropocentric stance to connect with Life in its entirety.
This presentation argues that Philosophy does not exist in the singular1. We are in the presence of
Philosophies, which the reductionist Western discourse of European modernity ultimately co-opted
through universal imposition, first of Scholastic and Renaissance Philosophies, followed by Positivism,
ignoring the other Philosophies of colonized peoples.
Philosophies are not exclusively European in origin.
From the dawn of humanity, all peoples have had questions or core concerns regarding the nature of
Being, the existence of supernatural forces, the meaning of life, and the ethics of human existence,
among other inquiries. Therefore, it can be affirmed that ontological, gnoseological, epistemological,
and axiological concerns are not exclusive to philosophers either, although the scientific and academic
production on these subjects may be.
We might also ask whether any Philosophy graduate today can dedicate their professional life to pure
philosophy, and the answer is quite evident: it is neither possible nor necessary. Nevertheless, Philo-
sophies continue to play an important methodological role, adapted to new needs such as philosop-
hical studies of technological development and Artificial Intelligence (AI).
New applied dimensions are constantly emerging, such as: Philosophy of Technology, Bioethics, to
name just a few. Consequently, it is necessary to teach and conduct research from an inter- and trans-
disciplinary approach, linking philosophical thinking with the world and professions. This involves
adopting a posture of constantly being at the edge of scientific frontiers and the thresholds of know-
ledge (Medina, 2022).
We share the view of Dussell et al. (2009) and Dussell (2015) regarding the non-universality of European
philosophies. It is essential to broaden the dissemination and recovery of philosophies produced over
centuries—some even predating Greek philosophy—in the territories of China, India, the Middle East,
Africa, and the philosophies of the original cultures of Abya Yala. Their main characteristics are diversity,
an understanding of Life beyond the human being, harmony with nature, and the entire universe. We
refer to contextualized philosophies marked by an internalization of the cultural essences of the peo-
ples who produce them.
1Just as there is no singular science or art, but rather sciences and arts.
Rosa María Medina Borges
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139
Meanwhile, globalized Eurocentrism is reaching the limits of its destructiveness, evident in the current
ecological crisis and all the accompanying systemic consequences: economic, social, and cultural. It
is increasingly urgent to decolonize the thinking of the Global South, to put an end to the epistemicide
and ontological violence to which millions of human beings have been subjected.
Philosophies, for what purpose?
Philosophies possess a very genuine essence: they require a proactive predisposition to confront be-
wilderment, contradictions with no apparent resolution, the clash of ideas, and a break with established
philosophical tradition. In addition, there is a growing need to break down the stigmas surrounding
the philosophical as something disruptive, and about us who dedicate ourselves to philosophizing:
as the "weird ones," the misfits, among other pejorative labels.
Philosophical pluralism will exist when, with equal importance alongside the study of Aristotle, Des-
cartes, Kant, and Hegel, we study Confucius, Avicenna, Fanon, Martí, and Zapata Olivella. When we
delve into the oral traditions and symbolic universe of Maya, Aymara, Guaraní, Mapuche, Nasa, Misak,
Wayuu philosophies—among others—efforts currently concentrated in ethno-education and inter-
culturality, but which need to advance more profoundly into the cosmovisionary universe of these
peoples. It is worth mentioning that many researchers are concerned with and engaged in this task
(Conrado, 2022; Rengifo, 2022; Guadarrama & Martínez, 2023; Correa, 2024).2 .
From the stale individualism of capitalist society, which placed the human being at the center of everyt-
hing with the universal and abstract possibility of climbing the ladder and becoming rich, few philo-
sophies gain legitimacy—only those that smell of pragmatism. Meanwhile, original philosophies focus
their gaze on the strength of collectivity and the importance of safeguarding and enriching familial
bonds, respect for elders, and the love of the community. These are societies touched by modernity,
many of which are losing their ancestral traditions.
Today, the reign of the market is overwhelming. Everything is bought and sold: our data, our personal
identity, what we publish online. Nearly everything is governed by marketing. This leads us to ask:
Philosophies, for what purpose? (Alvargonzález, 2020). From this, several concerns arise, such as:
•The valuation of the scientific and the technological. AI and its overwhelming dominance in our
lives. Issues as abstract as philosophies are considered obsolete.
•Engineered political democracies. Each citizen is free to think, ground their worldview, and act.
Thus, it is useless to "dwell" on philosophical doubts.
•The market and the economy —what purpose would such intelligible discourse serve when
everything is so concrete and immediate?
•Governments concerned with budgets. They allocate few resources to developing philosop-
hical research projects, as these are considered secondary in importance.
•Families wonder about the practical sense of a young person studying Philosophy when there
are other more attractive and better-paid careers in the job market.
A superficial analysis of such questions would lead us to conclude that the social function of Philo-
sophies is over. However, possible answers that validate their importance stem from another ques-
tion:
2 Only those works that were consulted are mentioned. However, many more exist in indexed journals and reliable da-
tabases.
Philosophy or philosophies? Debates surrounding academia and life
Instituto de Estudios Superiores de Investigación y Postgrado
140
What is the purpose of philosophizing today?
I come from a Cuban philosophical tradition that finds its highest expression in the Philosophy of Re-
lation, by José Martí3. An exceptional human being in whose existence the roles of the independence-
minded politician, the writer of the highest caliber, the tireless journalist were articulated not with an
abysmal contradiction, but with great personal effort and human drama4 art critic, chronicler of
science and technology, innovative pedagogue, and also the philosopher who broke with canons and
schools.
According to Medina (2024), one of the marvelous keys to Martí's philosophy lies in its practical nature
and its ability to engage with real and authentic contexts, in harmony and articulation with the repre-
sentative values of the human condition. He did not choose to be a philosopher in the traditional
mold. We will not find in his work a systemized treatise following the canons of classical systems. He
practiced philosophy in every journalistic chronicle, poem, or speech. It is the philosophy the world
needs to transform itself, a philosophy that walks with life and beats in every human and social conflict.
Philosophy as social and transformative action.
This so profoundly Cuban and Latin American essence of a Philosophy for action is what we must re-
claim today. Martí (2000) enunciates the principle of Philosophical5 Electivism, which means: "...there
is no way to save oneself from the risk of blindly obeying a philosophical system other than by nou-
rishing oneself from all of them, and seeing how in all of them the same spirit pulses…" (p. 234).
Electivism in Philosophy involves free choice without prejudice or pre-established dogma, renouncing
rote learning (which, centuries later, is still in good health) and intellectual servility, and practicing the
questioning of the world and the life that seek to be imposed upon us. It means drawing one's own
conclusions about certain "truths" that are born of a specific time and context but can expire. It entails
rethinking each philosophical question and selecting the wisest ideas for every challenge of existence.
The role of Philosophies is never abstract nor ahistorical; it is situated. But it must respond to the very
nature of philosophizing: choice, a critical and unbiased stance.
For Martí (1991a), there are three essential ideas when examining the world from a philosophical pos-
ture: 1) truth is synthetic, 2) philosophy is nothing more than the secret of the relationship between
the various forms of existence, and 3) the good philosophical method is one that, in judging humanity,
considers it in all manifestations of its being.
Furthermore, he expressed an assertion still highly relevant in the 21st century: "...Life must be daily,
dynamic, useful; and the first duty of a man in these times is to be a man of his time. Not to apply fo-
reign theories, but to discover one's own. Not to hinder one's country with abstractions, but to inquire
into the way of making useful ones practical..." (Martí, 1991b, p. 97). In the Cuban thinker, Philosophies,
Arts, and Sciences merge. His thought moves on the thresholds of all knowledge.
The damage done by dogmas to the circulation of ideas is immense, as is the reductionist way in
which we learned to think from Eurocentric pedagogical models, evident when, on a subjective level
—as Deleuze (1994) states— the Other is missing from the structure of the world, and the summary
3Cuban intellectual, patriot, and politician (1853-1895).
4He wrote for more than 20 Latin American newspapers of his time.
5Whose origin is found in Elective Philosophy, established by the Cuban educator José Agustín Caballero through his
teaching at the Seminary of San Carlos and San Ambrosio, beginning in 1797 (Iglesias, 2018).
Rosa María Medina Borges
REDIP, Revista Digital de Investigación y Postgrado, E-ISSN: 2665-038X
141
law of "all or nothing" then begins to reign. We thus enter a struggle without nuance, we become
threatening because the gentleness that allows the world to be inhabited ends. Our lives are taken
over by absolute differences that recall unbearable repetitions and superimposed distances, which
reign in supposed philosophical debates.
Jaramillo (2009) points to a need felt by many intellectuals in our America: it is imperative to move
from established philosophies to itinerant thoughts, the urgency of philosophical stances of decente-
ring, and to rekindle the emancipatory sense of that irreplaceable vitality which is philosophical spe-
culation.
Philosophies from, with, and for life
Martí (1994) asked, in a very poetic way, where life begins and from what workshop we human beings
(complicated and marvelous) emerge. He then answered that life is a slow grouping and a wondrous
chain linking all forms of existence—an idea diametrically opposed to modern anthropocentrism,
which has led human society to chaos by turning nature into just another commodity in the service
of extractivist capitalism. On the other hand, the Cuban intellectual considered that few scientists knew
how to clearly explain the composition and production of life and the harmonious relationships that
should exist between human beings and other life forms.
We need to learn how other species or living beings process information, solve problems, and live
cooperatively and in harmony. Thinking like nature is a necessity we must cultivate from the earliest
stages of human life (Medina, 2024). It is about reclaiming the simplicity of life, the seemingly insigni-
ficant because it is everyday, yet which defines the love and tenderness of what we are. Creating new
interconnections and weavings to understand that we are not alone in this world, nor will we save
ourselves alone. And internalizing the multiple webs of existence of the Biosphere, which Western
culture has violated and exploited indiscriminately. It is about returning to the cosmologies of original
peoples who, thousands of years ago, had a very clear understanding of the relationship between
humans and nature and the entire universe.
Monroy et al. (2022) provide an interesting approach to the current issues and imperatives at the
heart of philosophical reflections on philosophies themselves. They argue that although thinking is in
itself a praxis, throughout history philosophies have not been content with thinking as mere theoretical
contemplation but have deployed themselves through various practices.
The previous idea is quite unknown in popular understanding, where an equation is made between
philosophies and abstractions. While it is true that philosophical categorical frameworks are charac-
terized by a certain abstraction, this particularity is placed in dialogue with life itself in most bodies of
philosophical ideas, with great clarity in non-Western philosophies.
The need to update the social and professional role of those who dedicate themselves to philosophy
is a well-founded intention by Monroy et al. (2022), who recognize new fields and professional areas
for graduates, conceiving in their reflections "...more than a defense of the usefulness of an under-
graduate or graduate degree in Philosophy, an act of responsibility towards the expectations of people
who choose to study it, but also a commitment to the world in which we live..." (p. 130). A commitment
that does not entail mere accompaniment to new technological transformations or market demands,
but the opening for debate of the ontological, gnoseological, and epistemological foundations of
new realities that exceed modern philosophical understanding, and in which the destiny of humanity
Philosophy or philosophies? Debates surrounding academia and life
Rosa María Medina Borges
Instituto de Estudios Superiores de Investigación y Postgrado
142
and all life in the Biosphere is also decided.
It is increasingly imperative that social scientists, including philosophers, become active participants
in all social spheres: from the university chair and teaching, to actively participating in the development
of medicines and Health technologies, including joining the technical teams advancing AI—not to su-
bordinate their knowledge to the interest of the market and capital, but to defend life and the rights
of species (human and non-human). The bioethical responsibility of technology also involves philo-
sophies from, with, and for life.
Reflections by way of non-conclusions
To ask today about the relevance and usefulness of Philosophies is, in itself, a form of Philosophizing.
The present exercise has allowed us to debate, exercise our judgment, and thus move our thoughts
towards a discussion of this disquisition, which proclaims the urgency of thinking about life beyond
the academies. We call this section "non-conclusions" because such an important topic must remain
open so that each reader can seek their own answers and examine their philosophical concerns.
The very etymological content of the word Philosophy and all its derivatives contains the love of know-
ledge in its highest expression: wisdom—not as an accumulation of information, but as an unraveling
that guides understanding, being, and transforming the world.
Wisdom and philosophical reflection are not solely the heritage of academics or researchers. It is a
natural human condition, enjoyed and practiced by all those who each morning wonder about some
marvel of the world and the reasons worth continuing to live for.
As Westerners, we must learn from original peoples who see themselves as part of a whole, leaving
no room for notions of superiority or privilege. It is rather about the care and balance of all that exists
between heaven and earth. More than protecting a natural environment (not littering, not polluting,
which are important in themselves), there are deeper and more sublime threads connecting us to the
earth, the rivers, the stars, which, while sometimes not so near, are all interwoven.
Therefore, to philosophize must help us broaden and reclaim the meaning of Philosophies beyond
imposed reductionism. Beyond the academy, as a necessity of life and the human condition. As an
understanding of the small fragment that we are… and that we are today discovering, as one discovers
warm water.
Privacy: Not applicable.
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d=y
Article received: June 27, 2025.
Article accepted: August 1, 2025.
Approved for layout: August 15, 2025.
Publication date: January 10, 2026.
* Paper presented on September 27, 2025, during the 2025-2 season of the program "Philosophy Beyond the Academy,"
broadcast via TV UNAD Virtual, which belongs to the National Open and Distance University (UNAD), Bogotá, Colombia.
About the author
** Rosa María Medina Borges is Doctor of Pedagogical Sciences, Enrique José Varona Pedagogical University (Havana,
Cuba). Postdoctorate in Social Sciences, Childhood, and Youth Studies, University of Manizales (Manizales, Colombia).
Master's in Contemporary History and International Relations, University of Havana (Havana, Cuba). Specialist in Didactics
of Social Sciences, CLACSO (Brasil). Independent Researcher. Email: rosimedina2002@gmail.com
Rosa María Medina Borges
145
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