Ir al menú de navegación principal Ir al contenido principal Ir al pie de página del sitio

Artículos de Revisión

Vol. 6 Núm. 12 (2026): Revista Simón Rodríguez

Uso de herramientas digitales en el contexto educativo: un análisis bibliométrico

Use of digital tools in the educational context: a bibliometric analysis
Publicado
2026-06-11

Contexto: El uso de herramientas digitales en educación ha transformado los procesos pedagógicos, generando interés creciente en la investigación sobre su impacto, tendencias y aplicaciones. Objetivo: Identificar tendencias de publicación, autores más productivos, fuentes de mayor impacto, redes de colaboración y temas emergentes relacionados con herramientas digitales en la educación durante 2018-2025. Metodología: Se realizó un estudio bibliométrico descriptivo utilizando las bases de datos Scopus y Web of Science. Se incluyeron artículos publicados en revistas indexadas, en inglés o español, con texto completo disponible. Se analizaron 320 documentos mediante indicadores de productividad por autor, año, país, fuente e idioma; coocurrencia de palabras clave y análisis de citación. Resultados: La producción científica mostró crecimiento sostenido desde 2018, con un pico en 2024, evidenciando que la digitalización educativa es un fenómeno estable y no coyuntural. Los países más productivos fueron Estados Unidos, España y Brasil. Las revistas Computers & Education y Education and Information Technologies concentraron la mayor cantidad de publicaciones. Las temáticas predominantes incluyeron competencias digitales, aprendizaje en línea, herramientas de inteligencia artificial y educación inclusiva. Conclusiones: Las herramientas digitales actúan como impulsores de transformación pedagógica más que como simples recursos técnicos. La brecha geográfica en la producción científica subraya la necesidad de estrategias de cooperación internacional que promuevan una representación equitativa y la integración de perspectivas globales en la investigación educativa.

Context: The integration of digital tools in education has revolutionized pedagogical processes, fostering a growing surge in research regarding their impact, trends, and applications. Objective: This study aims to identify publication trends, the most prolific authors, high-impact sources, collaboration networks, and emerging themes related to digital tools in education between 2018 and 2025. Methodology: A descriptive bibliometric study was conducted using the Scopus and Web of Science databases. The sample included full-text, peer-reviewed articles published in both English and Spanish. A total of 320 documents were analyzed using productivity indicators (by author, year, country, source, and language), keyword co-occurrence, and citation analysis. Results: Scientific production has shown sustained growth since 2018, peaking in 2024, which demonstrates that educational digitalization is a stable, structural phenomenon rather than a transient trend. The most productive countries were the United States, Spain, and Brazil. The journals Computers & Education and Education and Information Technologies accounted for the highest concentration of publications. Predominant themes included digital competencies, online learning, artificial intelligence (AI) tools, and inclusive education. Conclusions: Digital tools serve as catalysts for pedagogical transformation rather than mere technical resources. The geographical disparity in scientific production underscores the need for international cooperation strategies that promote equitable representation and the integration of global perspectives in educational research.

Sección:
Artículos de Revisión

Referencias

  1. Abdykerimova, E., Turkmenbayev, A., Sagindykova, E., Nigmetova, G., and Mukhtarkyzy, K. (2025). Systematic Review of Digital Tools’ Impact on Primary and Secondary Education Outcomes. International Journal of Engineering Pedagogy, 15(3). https://n9.cl/91n61l
  2. Alam, T. M., Stoica, G. A., Sharma, K., and Özgöbek, Ö. (2025). Digital technologies in the classrooms in the last decade (2014–2023): A bibliometric analysis. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1533588
  3. Alenezi, M., Wardat, S., and Akour, M. (2023). The need of integrating digital education in higher education: Challenges and opportunities. Sustainability, 15(6), 4782. https://www.mdpi.com/2071-1050/15/6/4782
  4. Aljawarneh, S. A. (2020). Reviewing and exploring innovative ubiquitous learning tools in higher education. Journal of Computing in Higher Education, 32(1), 57-73. https://doi.org/10.1007/s12528-019-09207-0
  5. Amemasor, S. K., Oppong, S. O., Ghansah, B., Benuwa, B.-B., and Essel, D. D. (2025). A systematic review on the impact of teacher professional development on digital instructional integration and teaching practices. Frontiers in Education, 10, 1541031. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1541031/full
  6. Arzeman, A., Haines, J., Pritchard, C., Rutherford, S., and Francis, N. (2026). Navigating new norms: A systematic review of factors for the development of effective digital tools in higher education. FEBS Open Bio, 16(3), 610-627. https://doi.org/10.1002/2211-5463.70151
  7. Babini, D., y Rovelli, L. (2020). Tendencias recientes en las políticas científicas de ciencia abierta y acceso abierto en Iberoamérica. https://www.torrossa.com/it/resources/an/5466699
  8. Beach, R. (2012). Uses of digital tools and literacies in the English language arts classroom. Research in the Schools, 19(1), 45. https://search.proquest.com/openview/d4fa664287b16dc9445950fbe1421d51/1?pq-origsite=gscholar&cbl=10235
  9. Bozbiyik, M., Harder, M., and Sert, O. (2025). Investigating student participation, engagement, and wellbeing in higher education: A systematic review of qualitative methods and digital tools. Cogent Education, 12(1), 2592381. https://doi.org/10.1080/2331186X.2025.2592381
  10. Castellanos, J. C. R., y Parra, K. L. E. (2023). Estudio bibliométrico sobre la producción científica en el campo de tecnología educativa. TECHNO REVIEW. International Technology, Science and Society Review /Revista Internacional de Tecnología, Ciencia y Sociedad, 14(2), 1-16. https://doi.org/10.37467/revtechno.v14.4827
  11. Castro, R. (2019). Blended learning in higher education: Trends and capabilities. Education and Information Technologies, 24(4), 2523-2546. https://doi.org/10.1007/s10639-019-09886-3
  12. Chen, D., and Macleod, G. (2021). Effectiveness of digital tools to support pupils’ reading in secondary school: A systematised review. International Journal of Mobile and Blended Learning (IJMBL), 13(2), 1-17. https://www.igi-global.com/article/effectiveness-of-digital-tools-to-support-pupils-reading-in-secondary-school/274503
  13. Cherbonnier, A., Hémon, B., Michinov, N., Jamet, E., and Michinov, E. (2024). Collaborative Skills Training Using Digital Tools: A Systematic Literature Review. International Journal of Human–Computer Interaction, 1-19. https://doi.org/10.1080/10447318.2024.2348227
  14. Esteve, F. M. M., Postigo, A. Y. F., and Castañeda, L. (2023). A strategic approach of the crucial elements for the implementation of digital tools and processes in higher education. Higher Education Quarterly, 77(3), 558-573. https://doi.org/10.1111/hequ.12411
  15. Flores, C. F., y Aguilera, R. E. (2019). Indicadores bibliométricos y su importancia en la investigación clínica. ¿Por qué conocerlos? Revista de la Sociedad Española del Dolor (SED), 26(5), 315-316. https://dialnet.unirioja.es/servlet/articulo?codigo=8016178
  16. Gatete, O. (2026). Revisiting TPACK: A Critical Review and Contextual Extension for the Digital Age. Journal of Educational Technology Systems, 54(3), 561-612. https://doi.org/10.1177/00472395251382942
  17. Gregorio, O. C., Limaymanta, C. H., y López, E. K. M. (2020). Análisis bibliométrico de la producción científica latinoamericana sobre COVID-19. Biomédica, 40, 104-115. https://doi.org/10.7705/biomedica.5571
  18. Hajj, M. H., Chaker, R., and Cederqvist, A.-M. (2024). Environmental education: A systematic review on the use of digital tools for fostering sustainability awareness. Sustainability, 16(9), 3733. https://www.mdpi.com/2071-1050/16/9/3733
  19. Hrastinski, S. (2021). Digital tools to support teacher professional development in lesson studies: A systematic literature review. International Journal for Lesson & Learning Studies, 10(2), 138-149. https://www.emerald.com/ijlls/article/10/2/138/137254
  20. Jaswanth, V., Geethashree, A., Nagaraja, B. G., Chaithanya, D. J., Chandrashekar, M. P., and Harshitha, K. (2026). Learning through AI and machine learning: The implications of using digital tools in modern classrooms. Journal of Engineering Education Transformations, 133-140. https://journaleet.in/index.php/jeet/article/view/3549
  21. Juárez, M. A. O., and Honores, J. M. M. (2025). Digital tools in education: A systematic review. Horizontes, 9(36), 620-636. http://www.scielo.org.bo/scielo.php?pid=S2616-79642025000100620&script=sci_abstract&tlng=en
  22. Littlejohn, A., Beetham, H., and McGill, L. (2012). Learning at the digital frontier: A review of digital literacies in theory and practice. Journal of Computer Assisted Learning, 28(6), 547-556. https://doi.org/10.1111/j.1365-2729.2011.00474.x
  23. Loizou, M. (2022). Digital tools and the flipped classroom approach in primary education. Frontiers in Education, 7, 793450. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2022.793450/full
  24. López, P., Fidalgo, R., Álvarez, C. M., Díaz, R. T., Van Den Bergh, H., and Rijlaarsdam, G. (2026). Compositional Analysis of Writing Instructional Practices Performed with Digital Tools: A Meta-Analysis. Educational Psychology Review, 38(1), 55. https://doi.org/10.1007/s10648-026-10153-4
  25. Madanchian, M., and Taherdoost, H. (2025). Decision-making criteria for AI tools in digital education. Digital Engineering, 100069. https://www.sciencedirect.com/science/article/pii/S2950550X25000354
  26. Makri, A., Vlachopoulos, D., and Martina, R. A. (2021). Digital escape rooms as innovative pedagogical tools in education: A systematic literature review. Sustainability, 13(8), 4587. https://www.mdpi.com/2071-1050/13/8/4587
  27. Maz, A. M., Cuida, A., Gutiérrez, P. A., and Pedrosa, C. J. (2022). Bibliometric Study of Educational Production in Iberoamerica. TEM Journal, 11(1), 282-288. https://doi.org/10.18421/TEM111-35
  28. Mexhuani, B. (2025). Adopting Digital Tools in Higher Education: Opportunities, Challenges and Theoretical Insights. European Journal of Education, 60(1), e12819. https://doi.org/10.1111/ejed.12819
  29. Motlagh, N. Y., Khajavi, M., Sharifi, A., and Ahmadi, M. (2025). The Impact of Artificial Intelligence on the Evolution of Digital Education: A Comparative Study of OpenAI Text Generation Tools including ChatGPT, Bing Chat, Bard, and Ernie (arXiv:2309.02029). arXiv. https://doi.org/10.48550/arXiv.2309.02029
  30. Müller, J., and Wagner, I. (2026). Formative assessment of motor learning through digital tools in physical education: A systematic literature review. European Physical Education Review, 32(2), 383-403. https://doi.org/10.1177/1356336X251357207
  31. Navas, C. del R. B., Guerra, J. A. A., Oviedo, D. A. G., and Murillo, D. E. N. (2025). Inclusive education through technology: A systematic review of types, tools and characteristics. Frontiers in Education, 10, 1527851. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1527851/full
  32. Nguyen, L. A. T., and Habók, A. (2024). Tools for assessing teacher digital literacy: A review. Journal of Computers in Education, 11(1), 305-346. https://doi.org/10.1007/s40692-022-00257-5
  33. Oliveira, R. M. D., Garbin, M. C., and Azevedo, R. (2025). Global Overview of Computational Thinking and Digital Tools for Teaching (arXiv:2510.16847). arXiv. https://doi.org/10.48550/arXiv.2510.16847
  34. Pangrazio, L., Godhe, A.-L., and Ledesma, A. G. L. (2020). What is digital literacy? A comparative review of publications across three language contexts. E-Learning and Digital Media, 17(6), 442-459. https://doi.org/10.1177/2042753020946291
  35. Panjaıtan, B. R., Nıngrum, E., and Waluya, B. (2023). Digital learning tools in geography education: A systematic literature review. The Eurasia Proceedings of Educational and Social Sciences, 33, 135-143. https://dergipark.org.tr/en/pub/epess/article/1413355
  36. Pettersson, F. (2018). On the issues of digital competence in educational contexts – a review of literature. Education and Information Technologies, 23(3), 1005-1021. https://doi.org/10.1007/s10639-017-9649-3
  37. Pinto, M., and Leite, C. (2020). Digital technologies in support of students learning in Higher Education: Literature review. Digital education review, (37), 343-360. https://dialnet.unirioja.es/servlet/articulo?codigo=7615204
  38. Ramsurrun, H., Elaheebocus, R., and Chiniah, A. (2024). Digital Tools in Informal Science Education Sites: A Systematic Literature Review. Journal of Science Education and Technology, 33(4), 569-589. https://doi.org/10.1007/s10956-024-10105-z
  39. Reinhold, F., Leuders, T., Loibl, K., Nückles, M., Beege, M., and Boelmann, J. M. (2024). Learning Mechanisms Explaining Learning With Digital Tools in Educational Settings: A Cognitive Process Framework. Educational Psychology Review, 36(1), 14. https://doi.org/10.1007/s10648-024-09845-6
  40. Robinson, J., Dusenberry, L., Hutter, L., Lawrence, H., Frazee, A., and Burnett, R. E. (2019). State of the field: Teaching with digital tools in the writing and communication classroom. Computers and Composition, 54, 102511. https://www.sciencedirect.com/science/article/pii/S8755461517300312
  41. Saghiri, M. A., Vakhnovetsky, J., and Nadershahi, N. (2022). Scoping review of artificial intelligence and immersive digital tools in dental education. Journal of Dental Education, 86(6), 736-750. https://doi.org/10.1002/jdd.12856
  42. Saykılı, A. (2019). Higher education in the digital age: The impact of digital connective technologies. Journal of Educational Technology and Online Learning, 2(1), 1-15. https://dergipark.org.tr/en/pub/jetol/issue/42989/516971
  43. Shannon, C. E. (1948). A Mathematical Theory of Communication. Bell System Technical Journal, 27(3), 379-423. https://doi.org/10.1002/j.1538-7305.1948.tb01338.x
  44. Sousa, M. J., Cruz, R., and Martins, J. M. (2017). Digital learning methodologies and tools–a literature review. Edulearn17 Proceedings, 5185-5192. https://library.iated.org/view/SOUSA2017DIG
  45. Strobl, C., Ailhaud, E., Benetos, K., Devitt, A., Kruse, O., Proske, A., and Rapp, C. (2019). Digital support for academic writing: A review of technologies and pedagogies. Computers & education, 131, 33-48. https://www.sciencedirect.com/science/article/pii/S036013151830318X
  46. Syahruddin, S., & Agus, M. A. (2026) (2026). Critical digital literacy for teachers: Evaluating pedagogical models, support systems, and policy implications in a hybrid learning era. Teaching and Teacher Education, 175, 105437. https://www.sciencedirect.com/science/article/pii/S0742051X26000570
  47. Wang, C., Chen, X., Yu, T., Liu, Y., and Jing, Y. (2024). Education reform and change driven by digital technology: A bibliometric study from a global perspective. Humanities and Social Sciences Communications, 11(1), 1-17. https://www.nature.com/articles/s41599-024-02717-y
  48. Yihan, L., Cuong, T. V., Kiss, B., Oo, T. Z., Szabó, N., and Józsa, K. (2025). The Use and Effectiveness of Digital Tools in Elementary Music Education: A Systematic Review. Music & Science, 8, 20592043251363338. https://doi.org/10.1177/20592043251363338
  49. Yildirim, M., Globa, A., Weir, S., and Gough, P. (2025). Reducing Barriers to Learning Digital Design Tools in Higher Education: A Systematic Review. Technology, Knowledge and Learning. https://doi.org/10.1007/s10758-025-09930-x
  50. Zhao, Y., Llorente, A. M. P., and Gómez, M. C. S. (2021). Digital competence in higher education research: A systematic literature review. Computers & education, 168, 104212. https://www.sciencedirect.com/science/article/pii/S0360131521000890