Desafíos de la inteligencia artificial en la educación secundaria: una revisión sistemática (2020-2025)
Challenges of artificial intelligence in secondary education: a systematic review (2020-2025)Contenido principal del artículo
El análisis de los desafíos asociados con la integración de la Inteligencia Artificial (IA) en los estudiantes de secundaria a nivel global revela un panorama complejo, debido al avance acelerado de la tecnología en la educación. Este estudio tiene como objetivo analizar los desafíos asociados con la integración de la IA en los estudiantes de secundaria a nivel global. Se realizó una revisión sistemática aplicando la metodología PRISMA. Se usaron operadores boleanos para seleccionar artículos de revisión y originales en inglés, portugués y español (2020-2025), excluyendo artículos irrelevantes al tema investigado. Se empleó el aplicativo MyLOFT para acceder a las bases de datos SciELO, Scopus y Web of Science. Se concluye que la IA está cambiando la educación secundaria a nivel mundial y esto tiene grandes beneficios como desafíos.
The analysis of the challenges associated with the integration of Artificial Intelligence (AI) in secondary school students globally reveals a complex panorama, due to the accelerated advance of technology in education. This study aims to analyze the challenges associated with the integration of AI in secondary school students globally. A systematic review was carried out applying the PRISMA methodology. Boolean operators were used to select review and original articles in English, Portuguese and Spanish (2020-2025), excluding articles irrelevant to the topic investigated. The MyLOFT application was used to access the SciELO, Scopus and Web of Science databases. It is concluded that AI is changing secondary education worldwide and this has great benefits as well as challenges.
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Alcántara, F. (2024). Inteligencia Artificial (IA) en la Educación: Desafíos de Implementación y Oportunidades de Transformación, Regional de Educación 08, Santiago. Ciencia Latina Revista Científica Multidisciplinaria, 8(22). https://n9.cl/afdxp
Bellas, F., Naya-Varela, M., Mallo, A., y Paz-Lopez, A. (2024). Education in the AI era: A long-term classroom technology based on intelligent robotics. Humanities and Social Sciences Communications, 11(1), 1-20. https://doi.org/10.1057/s41599-024-03953-y
Bilstrup, K.-E. K., Kaspersen, M. H., Bouvin, N. O., y Petersen, M. G. (2024). ml-machine.org: Infrastructuring a Research Product to Disseminate AI Literacy in Education. Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, 1-16. https://doi.org/10.1145/3613904.3642539
Borovský, D., Han?, J., y Han?ová, M. (2024). Innovative approaches to high school physics competitions: Harnessing the power of AI and open science. Journal of Physics: Conference Series, 2715(1), 012011. https://doi.org/10.1088/1742-6596/2715/1/012011
Bustamante, R., y Camacho, A. (2024). Inteligencia artificial (IA) en las escuelas: Una revisión sistemática (2019-2023). Enunciación, 29(1), 62-82. https://doi.org/10.14483/22486798.22039
Casal-Otero, L., Catala, A., Fernández-Morante, C., Taboada, M., Cebreiro, B., y Barro, S. (2023). AI literacy in K-12: A systematic literature review. International Journal of STEM Education, 10(1), 29. https://doi.org/10.1186/s40594-023-00418-7
Chen, S.-Y. (2023). Generative AI, Learning And New Literacies. Journal of Educational Technology Development and Exchange (JETDE), 16(2), 1-19. https://doi.org/10.18785/jetde.1602.01
De Souza, M. G., Won, M., Treagust, D., y Serrano, A. (2024). Visualising relativity: Assessing high school students’ understanding of complex physics concepts through AI-generated images. Physics Education, 59(2), 025018. https://doi.org/10.1088/1361-6552/ad1e71
Delen, I., Sen, N., Ozudogru, F., y Biasutti, M. (2024). Understanding the Growth of Artificial Intelligence in Educational Research through Bibliometric Analysis. Sustainability, 16(16), Article 16. https://doi.org/10.3390/su16166724
Deng, R., Jiang, M., Yu, X., Lu, Y., y Liu, S. (2025). Does ChatGPT enhance student learning? A systematic review and meta-analysis of experimental studies. Computers & Education, 227, 105224. https://doi.org/10.1016/j.compedu.2024.105224
Dennison, D. V., Garcia, R. C. C., Sarin, P., Wolf, J., Bywater, C., Xie, B y Lee, V. R. (2024). From Consumers to Critical Users: Prompty, an AI Literacy Tool for High School Students. Proceedings of the AAAI Conference on Artificial Intelligence, 38(21), Article 21. https://doi.org/10.1609/aaai.v38i21.30378
Domingo-Coscolla, M., Bosco, A., Carrasco, S y Sánchez, J. A. (2020) Fomentando la competencia digital docente en la universidad: Percepción de estudiantes y docentes. Revista de Investigación Educativa, 38(1), 167-782. http://dx.doi.org/10.6018/rie.340551
Elragal, A., Awad, A. I., Andersson, I., y Nilsson, J. (2024). A Conversational AI Bot for Efficient Learning: A Prototypical Design. IEEE Access. https://doi.org/10.1109/ACCESS.2024.3476953
Escolano-Perez, E., y Losada, J. L. (2024). Using artificial intelligence in education: Decision tree learning results in secondary school students based on cold and hot executive functions. Humanities and Social Sciences Communications, 11(1), 1-13. https://doi.org/10.1057/s41599-024-04040-y
Ezzaim, A., Dahbi, A., Haidine, A., y Aqqal, A. (2024). The Impact of Implementing a Moodle Plug-in as an AI-based Adaptive Learning Solution on Learning Effectiveness: Case of Morocco. International Journal of Interactive Mobile Technologies, 18(1), 133-149. https://doi.org/10.3991/ijim.v18i01.46309
Hidayat, M. T. (2024). Effectiveness of AI-Based Personalised Reading Platforms in Enhancing Reading Comprehension. Journal of Learning for Development, 11(1), 115-125. https://doi.org/10.56059/jl4d.v11i1.955
Higgs, J. M., y Stornaiuolo, A. (2024). Being Human in the Age of Generative AI: Young People’s Ethical Concerns about Writing and Living with Machines. Reading Research Quarterly, 59(4), 632-650. https://doi.org/10.1002/rrq.552
Kajiwara, Y., y Kawabata, K. (2024). AI literacy for ethical use of chatbot: ¿Will students accept AI ethics? Computers and Education: Artificial Intelligence, 6, 100251. https://doi.org/10.1016/j.caeai.2024.100251
Kim, D., Ravi, P., Williams, R., y Yoo, D. (2024). App Planner: Utilizing Generative AI in K-12 Mobile App Development Education. Proceedings of the 23rd Annual ACM Interaction Design and Children Conference, 770-775. https://doi.org/10.1145/3628516.3659392
Lee, V., Pope, D., Miles, S y Zárate, R (2024). Cheating in the age of generative AI: A high school survey study of cheating behaviors before and after the release of ChatGPT. Computers and Education: Artificial Intelligence, 7, 100253. https://doi.org/10.1016/j.caeai.2024.100253
Lohakan, M., y Seetao, C. (2024). Large-scale experiment in STEM education for high school students using artificial intelligence kit based on computer vision and Python. Heliyon, 10(10). https://doi.org/10.1016/j.heliyon.2024.e31366
Martínez-Comesaña, M., Rigueira-Díaz, X., Larrañaga-Janeiro, A., Martínez-Torres, J., Ocarranza-Prado, I., y Kreibel, D. (2023). Impacto de la inteligencia artificial en los métodos de evaluación en la educación primaria y secundaria: Revisión sistemática de la literatura. Revista de Psicodidáctica, 28(2), 93-103. https://doi.org/10.1016/j.psicod.2023.06.001
Marzal, M. Á. (2023). Training for digital competencies for Virtuality and Artificial Intelligence: A new frontier for multiliteracies. Informatio, 28(2), 90-125. https://doi.org/10.35643/info.28.2.1
Padilla, R. (2019). La llegada de la inteligencia artificial a la educación. Revista de Investigación en Tecnologías de la Información: RITI, 7(14), 260-270. 10.36825/RITI.07.14.022. https://doi.org/10.1016/j.ijmedinf.2017.02.0046.
Quyet, C. B., y Minh, N. B. (2024). Using AI Tools in Learning English – Experimental Research in Vietnam. Journal of Ecohumanism, 3(4), 1203-1214. https://doi.org/10.62754/joe.v3i4.3651
Ramos, G. y Botero, D. (2022). Percepción de la simulación clínica como didáctica en la enseñanza de hemorragia postparto en el Grado en Medicina. Revista Española de Educación Médica, 3(1). https://revistas.um.es/edumed/article/download/501861/319491
Simeunovi?, M., y Ruži?i?, V. (2024). Overview and Implementation of Artificial Intelligence in the Improvement of Educational Process: ARTIFICIAL INTELLIGENCE IN THE IMPROVEMENT OF EDUCATIONAL PROCESS. Journal of Scientific & Industrial Research (JSIR), 83(5), https://doi.org/10.56042/jsir.v83i5.3192
Söderström, U., Hedström, E., Lambertsson, K., y Mejtoft, T. (2024). ChatGPT in education: Teachers’ and Students’ views. Proceedings of the European Conference on Cognitive Ergonomics 2024, 1-10. https://doi.org/10.1145/3673805.3673828
Sosa, M. J y Palau, R. F. (2018). Flipped classroom para adquirir la competencia digital docente: una experiencia didáctica en la Educación Superior. Pixel-Bit. Revista De Medios Y Educación, (52), 37–54. https://doi.org/10.12795/pixelbit.2018.i52.03
Sutama, L. E. A. (2024). Chatbot interactive multimedia based on artificial intelligence: Improving mathematical communication skills in middle school students. AIP Conference Proceedings, 2926(1), 020057. https://doi.org/10.1063/5.0182858
Tabakova-Komsalova, V., Stoyanov, I., Cholakov, G., y Maglizhanova, M. (2024). Introducing Artificial Intelligence to Secondary Schools Through STEM Learning and the Logic Programming Language Prolog. TEM Journal, 3221-3230. https://doi.org/10.18421/TEM134-56
UNESCO. (2021). La inteligencia artificial generativa en la educación: Documento de reflexión de Sra. Stefania Giannini | UNESCO. UNESCO. https://n9.cl/blc0y
Vázquez-Sánchez, R. (2024). Percepciones del alumnado de Música sobre el uso de recursos didácticos basados en la Inteligencia Artificial. European Public & Social Innovation Review, 9, 1-18. https://doi.org/10.31637/epsir-2024-912
Wiyaka, W., Silitonga, L y Prastikawati, E. (2024). Boosting Students’ ESP Vocabulary by Utilizing AI Chatbot. ETERNAL (English Teaching Journal). 15. 275-283. 10.26877/eternal. v15i2.605.
Zamora, Y., y Mendoza, M. del C. (2023). La Inteligencia artificial y el futuro de la educación superior: desafíos y oportunidades. Horizontes pedagógicos, 25(1), 1–13. https://doi.org/10.33881/0123-8264.hop.25101
Zepeda, M. E., Cardoso, E. O., y Cortés, J. A. (2024). Influência da inteligência artificial no ensino secundário e superior. RIDE. Revista Iberoamericana para la Investigación y el Desarrollo Educativo, 14(28). https://doi.org/10.23913/ride.v14i28.1949