HomePsychology and Education: A Multidisciplinary Journalvol. 50 no. 7 (2025)

Trends and Innovations in Mathematics Education: A Bibliometric Review of Pedagogical Methods, Technological Integration and Global Perspectives

Rey S. Fernandez | Joel T. Aclao

Discipline: Education

 

Abstract:

Trends and innovations in mathematics education are increasingly shaped by the integration of advanced technologies, with Artificial Intelligence (AI) emerging as a particularly transformative force. This bibliometric review analyzes 274 academic publications from the LENS database to map the evolution of pedagogical methods and technological integration over the past decade, offering a global perspective on the field. The analysis, employing co-authorship, keyword co-occurrence, citation, and bibliographic coupling, identifies the intellectual structure of this research landscape. Findings reveal that influential international collaborations and centers on key thematic clusters drive the discourse. These data-derived clusters show that AI's role in personalizing learning is a dominant innovation, deeply interconnected with broader themes of ICT integration, a global focus on gender equity, and the pursuit of student motivation. The study demonstrates that technological integration, especially accelerated by the COVID-19 pandemic, is reshaping pedagogical practices worldwide. Ultimately, this review underscores that while AI and other innovations powerfully transform learning experiences, the global literature consistently affirms the continued importance of human guidance in mastering complex mathematical concepts.



References:

  1. Albornoz Fuentes, W. O., & Chiappe, A. (2025). Integrating AI into Education: Preparation Factors and Teachers’ Digital Competencies. Revista Colombiana de Educación, 97, e20825. https://doi.org/10.17227/rce.num97-20825
  2. An, Y. (2025). Exploring the Impact of Artificial Intelligence Development on the Teaching Profession. Lecture Notes in Education Psychology and Public Media, 115(1), 1–7. https://doi.org/10.54254/2753-7048/2025.ht25904
  3. Bajaña, D. E., Saltos, O. Y., Santana Fernández, J. E., & Vinces Llaguno, L. S. (2025). Integración de la tecnología en la enseñanza de las matemáticas: ventajas y desafíos. Deleted Journal, 5(1), 354–364. https://doi.org/10.62305/alcon.v5i1.417
  4. Borah, P., & Borah, A. C. (2024). A Review of the Use of Artificial Intelligence in Teaching and Learning of Mathematics. 15(4). https://doi.org/10.71097/ijsat.v15.i4.1190
  5. Borbor Villamar, B. E., Pozo Yagual, J. G., Ayala Chanatasi, J. G., & Sánchez Colorado, C. Y. (2024). Estrategias mediadas por IA en la enseñanza de las matemáticas: Un enfoque interactivo. Revista Social Fronteriza, 4(5), e45408. https://doi.org/10.59814/resofro.2024.4(5)408
  6. Branoaea, G.-C. (2025). Applications of artificial intelligence in mathematics education. 712–718. https://doi.org/10.59295/spd2024n.98
  7. Castillo Noboa, E. M., & Santillán-Lima, J. (2023). Transformación de la Educación Matemática en el Siglo XXI: Tendencias y Desafíos. Tesla Revista Científica. https://doi.org/10.55204/trc.v3i1.e179
  8. Chan, F. L., & Mohammad, F. S. binti. (2024). Exploring ICT Integration Practices in STEM teaching of TVETMARA Malaysia. International Journal For Multidisciplinary Research. https://doi.org/10.36948/ijfmr.2024.v06i05.28191
  9. Cotič, M., Doz, D., Jenko, M., & Žakelj, A. (2024). Mathematics education: What was it, what is it, and what will it be? IEJME-Mathematics Education, 19(3), em0783. https://doi.org/10.29333/iejme/14663
  10. Doğruer, Ş. (2025). Matematik Eğitiminde Teknoloji Entegrasyonu: Yapay Zekâ ve Dijitalleşme Perspektifleri. https://doi.org/10.58830/ozgur.pub773.c3208
  11. Gan, C.-Y. (2022). Digital Technology in Early STEM Education: Exploring Its Supportive Role. Lecture Notes in Educational Technology, 103–115. https://doi.org/10.1007/978-981-19-0568-1_6
  12. Guishca Ayala , L. A., Bernal Parraga, A. P., Martínez Oviedo, M. Y., Pinargote Carreño, V. G., Alcívar Vélez, V. E., Pinargote Carreño, V. L., Pisco Mantuano, J. E., Cardenas Pila, V. N., & Guevara Albarracín , E. S. (2024). Integración De La Inteligencia Artificial En La Enseñanza De Matemáticas Un Enfoque Personalizado Para Mejorar El Aprendizaje. Ciencia Latina Revista Científica Multidisciplinar, 8(6), 818-839. https://doi.org/10.37811/cl_rcm.v8i5.14114
  13. Khalid, I. L., Abdullah, M. N. S., & Fadzil, H. M. (2024). A Systematic Review: Digital Learning in STEM Education. Journal of Advanced Research in Applied Sciences and Engineering Technology, 51(1), 98–115. https://doi.org/10.37934/araset.51.1.98115
  14. Luna-Fox, S. B., & Paredes Rosado, K. A. (2024). Aprendizaje personalizado en educación matemática con inteligencia artificial: conectando fundamentos teóricos con aplicaciones prácticas y estrategias instruccionales adaptativas. 2(1), 1–19. https://doi.org/10.63688/m6ceew69
  15. Macharia, J. (2022). Systematic literature review of interventions supported by integration of ict in education to improve learners’ academic performance in stem subjects in kenya. Journal of Education and Practice, 6(3), 52–75. https://doi.org/10.47941/jep.979
  16. Madi, U., & Gusni, E. (2025). Innovative Pedagogical Models in Mathematics Education: A Systematic Review of Global Challenges, Trends, and Future Research Directions. International Journal of Learning, Teaching and Educational Research, 24(9), 167–191. https://doi.org/10.26803/ijlter.24.9.9
  17. Moraes, J. D. L., & Cristofoleti, R. de C. (2025). O Ensino de Matemática à Luz de Vygotsky. Kiri-Kerê, 1(23). https://doi.org/10.47456/1ejyke15
  18. Mustafa, A. N. (2023). Transformative approaches and challenges in 21st century mathematics education: A comprehensive review. World Journal Of Advanced Research and Reviews. https://doi.org/10.30574/wjarr.2023.20.3.2508
  19. Ndiaye, A. (2025). Développement professionnel des enseignants à l’ère de l’IA: une réflexion critique pour un modèle efficace de changement durable. Médiations & Médiatisations, 22. https://doi.org/10.52358/mm.vi22.447
  20. Pilotti, M., Eltoum, R. A., Abdelsalam, H., & Waked, A. (2025). The challenges of pre-calculus in times of change. International Journal of Evaluation and Research in Education, 14(4), 3027. https://doi.org/10.11591/ijere.v14i4.30057
  21. Rodriguez, M. A. Y., & Langam, R. T. (2025). Revisiting subject-verb agreement mastery: The effectiveness of chatbots as practice tools. Psychology and Education: A Multidisciplinary Journal, 39(10), 1267–1272. https://doi.org/10.70838/pemj.391001
  22. Rodriguez, M. A. Y., & Naval, A. B. (2025). Studies on chatbots in education over 14 years: A bibliometric study. Psychology and Education: A Multidisciplinary Journal. http://dx.doi.org/10.70838/pemj.400503
  23. Sagheem, M., Jan, N. A., Hassan, S., & Tariq, M. R. (2025). Artificial Intelligence (AI) Literacy as a Pathway for School Teachers’ Professional Development. BTTN Journal, 4(1), 125–147. https://doi.org/10.61732/bj.v4i1.180
  24. Santos, S. M. A. V., Santos, A. B. dos, Santana, D. R. de O., Scarpato, F., Silva, N. M. da, Alves, N., Paula, R. C. A. D., & Vieira, W. A. (2025). Avaliação do impacto da tecnologia no desempenho e motivação de alunos em matemática: métricas. Aracê. Direitos Humanos Em Revista, 7(6), 33532–33547. https://doi.org/10.56238/arev7n6-259
  25. Santos, T., Carneiro, L. G. de O., & De Souza, G. (2024). Da lousa ao tablet: explorando a transformação do ensino de matemática. Revista Multidisciplinar Do Nordeste Mineiro, 5(1). https://doi.org/10.61164/rmnm.v5i1.2414
  26. Toromade, A. O., Orakwe, C. U., & Okonkwo, C. A. (2024). Equity-Centered adaptive learning (ECAL) in Mathematics: Personalizing education for underrepresented groups. International Journal of Applied Research in Social Sciences, 6(11), 2644–2657. https://doi.org/10.51594/ijarss.v6i11.1693
  27. Ulbrich, E., Tejera, M., Schmid, A., Sabitzer, B., & Lavicza, Z. (2025). Fostering the Four C’s: A Gendered Perspective on Technology Use in STEAM Education. Education Sciences, 15(5), 528. https://doi.org/10.3390/educsci15050528
  28. Wanjiru, B. N. (2024). Impact of Globalization and Innovation on Pedagogies in Mathematics Classrooms. Advances in Educational Technologies and Instructional Design Book Series, 1–18. https://doi.org/10.4018/979-8-3693-2873-6.ch001
  29. Zhang, S. (2025). Exploring Challenges and Opportunities in the AI-Driven Professional Development of Higher Education Faculty. Lecture Notes in Education Psychology and Public Media, 113(1), 22–29. https://doi.org/10.54254/2753-7048/2025.ns25886
  30. Zuckerman, D., Yablon, Y. B., & Iluz, S. (2024). The Role of Simulation in Exposing Hidden Gender Biases: A Study of Motivational Discourse in Mathematics Education. Education Sciences, 14(11), 1265. https://doi.org/10.3390/educsci14111265.