CHATBOTS EDUCATIVOS EN LA INTERACCIÓN, EL APRENDIZAJE Y LA SATISFACCIÓN ESTUDIANTIL EN ENTORNOS VIRTUALES DE APRENDIZAJE DE EDUCACIÓN SUPERIOR Y NIVEL MEDIO: REVISIÓN SISTEMÁTICA
Contenu principal de l'article
Résumé
En el presente trabajo se analizó el uso de chatbots educativos en entornos virtuales de aprendizaje (EVA) de educación superior y nivel medio, como apoyo a la comunicación, la retroalimentación y el acompañamiento académico. El objetivo fue determinar la influencia de estos recursos en la interacción, el aprendizaje y la satisfacción estudiantil, ante la creciente integración de tecnologías digitales en la educación formal. Se desarrolló una revisión sistemática con base en las directrices PRISMA 2020. Para ello, se recuperaron publicaciones de Scopus, Web of Science e IEEE Xplore correspondientes al período 2020-2025; los estudios finalmente incluidos pertenecieron a 2021-2025. El proceso de identificación, selección y análisis inició con 151 registros y concluyó con 30 artículos evaluados mediante la Herramienta de Evaluación de Métodos Mixtos (Mixed Methods Appraisal Tool, MMAT). Los resultados evidenciaron efectos positivos asociados con la retroalimentación inmediata, los contenidos personalizados, la comunicación asincrónica y el acompañamiento académico. En el aprendizaje, se reportaron mejoras en rendimiento, autoevaluación y motivación mediante contenidos adaptativos. La satisfacción se relacionó con autonomía, accesibilidad y reducción de la ansiedad. Se concluye que los chatbots contribuyen al fortalecimiento del aprendizaje y de la experiencia educativa.
##plugins.themes.bootstrap3.displayStats.downloads##
Renseignements sur l'article
Numéro
Rubrique

Cette œuvre est sous licence Creative Commons Attribution - Pas d'Utilisation Commerciale 4.0 International.
Responsabilité des auteurs-res:
Ils sont responsables des idées et des données présentées dans les manuscrits, de l'exactitude des informations, de la véracité des citations, des droits de publication de tout matériel inclus dans le texte et de la présentation du manuscrit dans le format requis par la Revue (modèle web). Un manuscrit envoyé à CHAKIÑAN ne doit pas avoir été publié auparavant, ni avoir été présenté sous la même forme à un autre support de publication.
Droits d'auteur:
Les articles publiés n’engagent pas le point de vue de la REVUE CHAKIÑAN. La revue est conforme à la politique de la licence Creative Commons Reconocimiento-No comercial 4.0 Internacional (CC BY-NC 4.0). Chaque auteur conserve ses droits sur l'article publié dans Chakiñan.
Déclaration de confidentialité
Les données personnelles et les adresses e-mail saisies dans ce magazine seront utilisées exclusivement aux fins énoncées par la publication et ne seront disponibles à aucune autre fin ou personne.
Comment citer
##plugins.generic.shariff.share##
Références
Al Ghaithi, A., & Behforouz, B. (2025). Boosting punctuation proficiency: The power of an interactive chatbot for EFL learners. Journal of Language and Education, 11(2), 20-34. https://doi.org/10.17323/jle.2025.17642
Alenezi, A., & Alenezi, A. (2025). Evaluating the effectiveness of chatbot-assisted learning in enhancing English conversational skills among secondary school students. Education Sciences, 15(9), 1136. https://doi.org/10.3390/educsci15091136
Alfirević, N., Hell, M., & Rendulić, D. (2025). Pedagogical qualities of artificial intelligence-assisted teaching: An exploratory analysis of a personal tutor in a voluntary business higher-education course. Applied Sciences, 15(15), 8764. https://doi.org/10.3390/app15158764
Al-Obaydi, L. H., Pikhart, M., & Hossain, M. K. (2025). ChatGPT and the development of core language skills: An exploratory study of EFL college students. Contemporary Educational Technology, 17(4), 1-21. https://doi.org/10.30935/cedtech/17242
Alshammari, M. T. (2025). Design and evaluation of online microlearning tailored to learning styles. International Journal of Advanced and Applied Sciences, 12(4), 213-224. https://doi.org/10.21833/ijaas.2025.04.023
Aster, A., Lotz, A., Laupichler, M. C., & Raupach, T. (2025). Impact of providing a customized guideline on virtual medical history taking in two serious games for medical education. Medical Education Online, 30(1), 1-11. https://doi.org/10.1080/10872981.2025.2527175
Balderas, A., Baena, R., Person, T., Mota, J. M., & Ruiz, I. (2024). Chatbot-based learning platform for SQL training. International Journal of Interactive Multimedia and Artificial Intelligence, 8(6), 135-145. https://doi.org/10.9781/ijimai.2022.05.003
Brown, G., & Foster, C. (2023). The use of virtual learning environments in higher education-Content, community and connectivism-Learning from student users. In H. Jahankhani, A. Jamal, G. Brown, E. Sainidis, R. Fong, & U. J. Butt (Eds.), AI, Blockchain and self-sovereign identity in higher education (pp. 125-142). Springer. https://doi.org/10.1007/978-3-031-33627-0_6
Corbeil, J. R., & Corbeil, M. E. (2025). Reducing transactional distance with AI: Examining the role of chatbots in online student satisfaction and achievement. Issues in Information Systems, 26(4), 195-208. https://doi.org/10.48009/4_iis_2025_117
Elkot, M. A., Alhalangy, A., AbdAlgane, M., & Ali, R. (2025). Pedagogical influence of AI-chatbots on learning outcomes: A systematic review. International Journal of Educational Methodology, 11(4), 527-540. https://doi.org/10.12973/ijem.11.4.527
Engeness, I., Nohr, M., & Fossland, T. (2025). Investigating AI chatbots’ role in online learning and digital agency development. Education Sciences, 15(6), 1-18. https://doi.org/10.3390/educsci15060674
González, J. I., & Granera, J. (2021). Entornos Virtuales de Aprendizaje (EVA) para la enseñanza-aprendizaje de la matemática. Estelí, 10, 49-62. https://doi.org/10.5377/farem.v0i0.11607
Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18(2). https://doi.org/10.1002/cl2.1230
Hayashi, Y., Shimojo, S., & Kawamura, T. (2025). Scripted interventions versus reciprocal teaching in collaborative learning: A comparison of pedagogical and teachable agents using a cognitive architecture. Learning and Instruction, 96, 1-13. https://doi.org/10.1016/j.learninstruc.2024.102057
Hong, Q. N., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., Gagnon, M.-P., Griffiths, F., Nicolau, B., O’Cathain, A., Rousseau, M. C., Vedel, I., & Pluye, P. (2018). The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers. Education for Information, 34(4), 285-291. https://doi.org/10.3233/EFI-180221
Huang, W., & Foon, K. (2024). Facilitating online self-regulated learning and social presence using chatbots: Evidence-based design principles. IEEE Transactions on Learning Technologies, 18, 56-71. https://doi.org/10.1109/tlt.2024.3523199
IEEE. (2025). IEEE Thesaurus. https://www.ieee.org/publications/services/thesaurus.html
Kanso, H., Arnould, P., & Exposito, E. (6 al 8 de noviembre de 2024). EVA: Virtual Learning Environments as a Service (VLEaaS) in Higher Education [Conferencia]. 2024 21st International Conference on Information Technology Based Higher Education and Training (ITHET), París, Francia. https://doi.org/10.1109/ITHET61869.2024.10837613
Lademann, J., Henze, J., & Becker, S. (2025). Augmenting learning environments using AI custom chatbots: Effects on learning performance, cognitive load, and affective variables. Physical Review Physics Education Research, 21, 1-13. https://doi.org/10.1103/PhysRevPhysEducRes.21.010147
Le Corre, J. Y., & Huang, Q. (25 al 27 de julio de 2024). Incorporating Artificial Intelligence and Virtual Reality within classroom-as-organisation learning design for dialogic teaching: A prototype-based experimental study [Conferencia]. 2024 10th International Conference on Smart Computing and Communication (ICSCC), Bali, Indonesia. https://doi.org/10.1109/icscc62041.2024.10690439
Lee, H.-Y., Kim, J., Choi, H., Bae, H., Jeong, A., Choi, S., Kim, J.-H., & Kim, C.-E. (2025). Comparing AI chatbot simulation and peer role-play for OSCE preparation: A pilot randomized controlled trial. BMC Medical Education, 25, 1-17. https://doi.org/10.1186/s12909-025-08308-y
Li, Y., Wu, Y., & Chiu, T. (2025). How teacher presence affects student engagement with a generative artificial intelligence chatbot in learning designed with first principles of instruction. Journal of Research on Technology in Education, 1-17. https://doi.org/10.1080/15391523.2025.2493942
Ling, Y., & Jan, J. M. (2025). Voices from the Flip: Teacher perspectives on integrating AI chatbots in Flipped English Classrooms. Education Sciences, 15(9), 1-17. https://doi.org/10.3390/educsci15091219
Looi, C., & Jia, F. (2025). Personalization capabilities of current technology chatbots in a learning environment: An analysis of student-tutor bot interactions. Education and Information Technologies, 30(10), 14165-14195. https://doi.org/10.1007/s10639-025-13369-z
Mageira, K., Pittou, D., Papasalouros, A., Kotis, K., Zangogianni, P., & Daradoumis, A. (2022). Educational AI chatbots for content and language integrated learning. Applied Sciences, 12(7), 1-16. https://doi.org/10.3390/app12073239
Mansoori, S. (2020). Virtual Learning Environments and realizing right to education in COVID-19 situation. International Journal of Peace Education and Development, 8(1), 33-39. https://doi.org/10.30954/2454-9525.01.2020.4
Melisa, R., Ashadi, A., Triastuti, A., Hidayati, S., Salido, A., Ero, P. E. L., Marlini, C., Zefrin, Z., & Fuad, Z. A. (2025). Critical thinking in the age of AI: A systematic review of AI’s effects on higher education. Educational Process: International Journal, 14, 1-22. https://doi.org/10.22521/edupij.2025.14.31
Mosleh, S. M., Alsaadi, F. A., Alnaqbi, F. K., Alkhzaimi, M. A., Alnaqbi, S. W., & Alsereidi, W. M. (2024). Examining the association between emotional intelligence and chatbot utilization in education: A cross-sectional examination of undergraduate students in the UAE. Heliyon, 10(11), 1-11. https://doi.org/10.1016/j.heliyon.2024.e31952
Muñoz, C. M., Roger-Monzó, V., & Castelló-Sirvent, F. (2025). Generative AI and critical thinking in online higher education: Challenges and opportunities. RIED-Revista Iberoamericana de Educación a Distancia, 28(2), 233-273. https://doi.org/10.5944/ried.28.2.43556
Nasr, N. R., Tu, C. H., Werner, J., Bauer, T., Yen, C. J., & Sujo-Montes, L. (2025). Exploring the Impact of Generative AI ChatGPT on Critical Thinking in Higher Education: Passive AI-Directed Use or Human–AI Supported Collaboration? Education Sciences, 15(9), 1-28. https://doi.org/10.3390/educsci15091198
Navas, G., Navas-Reascos, G., Navas-Reascos, G. E., & Guaño, S. (2025). Innovating engineering education with AI: a case study on ChatGPT 4.0’s role in statics-physics. Cogent Education, 12(1), 1-17. https://doi.org/10.1080/2331186X.2025.2539545
Neo, M., Lee, C. P., Tan, H. Y.-J., Neo, T. K., Tan, Y. X., Mahendru, N., & Ismat, Z. (2022). Enhancing students’ online learning experiences with Artificial Intelligence (AI): The MERLIN project. International Journal of Technology, 13(5), 1023-1034. https://doi.org/10.14716/ijtech.v13i5.5843
Neumann, A. T., Yin, Y., Sowe, S., Decker, S., & Jarke, M. (2025). An LLM-Driven chatbot in higher education for databases and information systems. IEEE Transactions on Education, 68(1), 103-116. https://doi.org/10.1109/TE.2024.3467912
Quevedo-Tumailli, V., Arias, S., Ortega, V., & Ortega-Tenezaca, B. (2025). Impacto de modelos de lenguaje de gran tamaño en calidad y eficiencia de generación de código: revisión sistemática de literatura. Novasinergia, 8(1), 52-66. https://doi.org/10.37135/ns.01.15.10
Rahimi, A. R., Sheyhkholeslami, M., & Mahmoudi Pour, A. (2025). Uncovering personalized L2 motivation and self-regulation in ChatGPT-assisted language learning: A hybrid PLS-SEM-ANN approach. Computers in Human Behavior Reports, 17, 1-15. https://doi.org/10.1016/j.chbr.2024.100539
Rahman, M. M., & Watanobe, Y. (2023). ChatGPT for education and research: Opportunities, threats, and strategies. Applied Sciences, 13(9), 1-21. https://doi.org/10.3390/app13095783
Rezai, A., Soyoof, A., & Reynolds, B. (2024). Disclosing the correlation between using ChatGPT and Well-Being in EFL Learners: Considering the Mediating Role of Emotion Regulation. European Journal of Education, 59(4). https://doi.org/10.1111/ejed.12752
Samonte, M. J., Acuña, G. E. O., Alvarez, L. A. Z., & Miraflores, J. M. (2023). A Personality-Based Virtual Tutor for Adaptive Online Learning System. International Journal of Information and Education Technology, 13(6), 899-905. https://doi.org/10.18178/ijiet.2023.13.6.1885
Suryanto, T. L. M., Wibawa, A. P., Nafalski, A., & Shili, H. (2025). A STIN model adoption for chatbot in higher education online learning. Electronic Journal of E-Learning, 23(3), 01-18. https://doi.org/10.34190/ejel.23.3.3843
Tian, W., Ge, J., Zhao, Y., & Zheng, X. (2024). AI Chatbots in Chinese higher education: Adoption, perception, and influence among graduate students-An integrated analysis utilizing UTAUT and ECM models. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1268549
Vázquez-Cano, E., Mengual-Andrés, S., & López-Meneses, E. (2021). Chatbot to improve learning punctuation in Spanish and to enhance open and flexible learning environments. International Journal of Educational Technology in Higher Education, 18, 1-20. https://doi.org/10.1186/s41239-021-00269-8
Wei, W., Zhao, A., & Ma, H. (2025). Understanding How AI chatbots influence EFL Learners’ oral English learning motivation and outcomes: Evidence from Chinese learners. IEEE Access, 13, 56699-56716. https://doi.org/10.1109/ACCESS.2025.3554545
Zaky, Y. A. M. (2023). Chatbot positive design to facilitate referencing skills and improve Digital Well-Being. International Journal of Interactive Mobile Technologies, 17(9), 106-126. https://doi.org/10.3991/ijim.v17i09.38395
Zhou, Q., Hashim, H., & Sulaiman, N. A. (2025). Integrating AI chatbots in informal digital English learning: Impacts on listening competencies in Chinese higher education. Education and Information Technologies, 30(18), 27031-27059. https://doi.org/10.1007/s10639-025-13811-2
Zulpykhar, Z., Yessirkep, A., & Fatimah, S. (2025). Transforming the professional development of computer science teachers through Intelligent Technologies: Focus on digital competencies and educational outcomes. International Journal of Information and Education Technology, 15(9), 1967-1973. https://doi.org/10.18178/ijiet.2025.15.9.2396