Peta Riset Neuroedukasi dalam Pembelajaran Sains: Kajian Bibliometrik dalam Dua Dekade dengan Data Scopus

Authors

  • Widya Wati Universitas Islam Negeri Raden Intan Lampung
  • Apri Yulda Universitas Muhammadiyah Muara Bungo

DOI:

https://doi.org/10.54065/pelita.5.1.2025.699

Keywords:

Peta Riset, Neuroedukasi, Pembelajaran Sains, Kajian Bibliometrik

Abstract

Kajian neuroedukasi yang semakin mendapatkan perhatian dalam pengembangan pembelajaran abad ke-21, terutama dalam pendidikan sains yang menuntut pemahaman konseptual mendalam dan kemampuan berpikir tingkat tinggi. Meskipun demikian, hingga kini belum tersedia pemetaan sistematis yang menunjukkan arah perkembangan, kontribusi ilmiah, dan kesenjangan penelitian dalam bidang ini. Penelitian ini bertujuan untuk memetakan tren publikasi, topik-topik dominan, serta kesenjangan penelitian dalam kajian neuroedukasi pada pendidikan sains melalui pendekatan bibliometrik. Metode penelitian menggunakan analisis kuantitatif terhadap publikasi ilmiah yang diambil dari database Scopus selama dua dekade terakhir (2004–2024). Data dianalisis dengan bantuan perangkat lunak Microsoft Excel untuk pengolahan statistik dasar dan VOSviewer untuk visualisasi bibliometrik, termasuk analisis co-authorship, co-occurrence kata kunci, dan evolusi tematik. Dari hasil penyaringan, sebanyak 76 artikel yang relevan dianalisis berdasarkan berbagai parameter seperti tren publikasi tahunan, penulis dan institusi paling produktif, distribusi negara, jurnal yang paling banyak memuat publikasi, serta dinamika kata kunci. Hasil penelitian menunjukkan bahwa jumlah publikasi meningkat secara signifikan dalam lima tahun terakhir, dengan dominasi kontribusi dari negara-negara maju seperti Amerika Serikat dan Austria. Topik yang paling sering muncul mencakup working memory, cognitive load, dan science education. Analisis evolusi kata kunci menunjukkan pergeseran fokus dari pendekatan teoritis menuju penerapan berbasis kognitif dan teknologi pendidikan. Selain itu, kajian ini juga menemukan adanya kesenjangan riset dalam konteks lokal, khususnya di wilayah Asia Tenggara, serta minimnya eksplorasi terhadap tema-tema baru seperti executive function dan asesmen kognitif. Temuan ini memberikan gambaran komprehensif tentang lanskap riset neuroedukasi dalam pendidikan sains dan dapat menjadi dasar strategis bagi pengembangan riset yang lebih relevan dan kontekstual.

References

Allaire-Duquette, G., Brault Foisy, L. M., Potvin, P., Riopel, M., Larose, M., & Masson, S. (2021). An fMRI study of scientists with a Ph.D. in physics confronted with naive ideas in science. Npj Science of Learning, 6(1). https://doi.org/10.1038/s41539-021-00091-x

Arsalidou, M. (2024). Tools to Assess Neurocognitive Development: Reciprocal Insights from Theory and Neuroscience. Human Development. https://doi.org/10.1159/000540164

Bada, A., & Jita, L. (2023). Effect of Brain-Based Teaching Method on Secondary School Physics Students’ Retention and Self-Efficacy. Journal of Technology and Science Education, 13(1), 276–287. https://doi.org/10.3926/jotse.1629

Balta, J. Y., Supple, B., & O’Keeffe, G. W. (2021). The Universal Design for Learning Framework in Anatomical Sciences Education. Anatomical Sciences Education, 14(1), 71–78. https://doi.org/10.1002/ase.1992

Chen, J., Yu, K., Bi, Y., Ji, X., & Zhang, D. (2024). Strategic Integration: A Cross-Disciplinary Review of the fNIRS-EEG Dual-Modality Imaging System for Delivering Multimodal Neuroimaging to Applications. In Brain Sciences (Vol. 14, Issue 10). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/brainsci14101022

Coumans, J. V. F., & Wark, S. (2024). Impact of Problem-Based Learning Coaching and Neuroeducation in the Development of 21st Century Lifelong Learners. In Mind, Brain, and Education (Vol. 18, Issue 1, pp. 35–42). John Wiley and Sons Inc. https://doi.org/10.1111/mbe.12406

Delgado-Sanchez, J. M., Benítez-Temiño, B., Moreno-Tejera, S., Larrañeta, M., Silva-Pérez, M., & Lillo-Bravo, I. (2023). Visual Resources for Learning Thermodynamics: A Neuroeducation Perspective. Education Sciences, 13(10). https://doi.org/10.3390/educsci13101030

Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070

Dumontheil, I., Brookman-Byrne, A., Tolmie, A. K., & Mareschal, D. (2022). Neural and Cognitive Underpinnings of Counterintuitive Science and Math Reasoning in Adolescence. Journal of Cognitive Neuroscience, 34(7), 1205–1229. https://doi.org/10.1162/jocn_a_01854

Franconeri, S. L., Padilla, L. M., Shah, P., Zacks, J. M., & Hullman, J. (2021). The Science of Visual Data Communication: What Works. Psychological Science in the Public Interest, 22(3), 110–161. https://doi.org/10.1177/15291006211051956

Gola, G., Angioletti, L., Cassioli, F., & Balconi, M. (2022). The Teaching Brain: Beyond the Science of Teaching and Educational Neuroscience. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.823832

Goldwater, M. B., Hilton, C., & Davis, T. H. (2022). Developing an educational neuroscience of category learning. Mind, Brain, and Education, 16(2), 167–182. https://doi.org/10.1111/mbe.12306

Hao, X., Xu, Z., Guo, M., Hu, Y., & Geng, F. (2023). The effect of embedded structures on cognitive load for novice learners during block-based code comprehension. International Journal of STEM Education, 10(1). https://doi.org/10.1186/s40594-023-00432-9

Harden, V., & Jones, V. N. (2022). Applying the Principles of Brain-Based Learning in Social Work Education. Advances in Social Work, 22(1), 145–162. https://doi.org/10.18060/25142

Jang, C. S., Lim, D. H., You, J., & Cho, S. (2022). Brain-based learning research for adult education and human resource development. European Journal of Training and Development, 46(5–6), 627–651. https://doi.org/10.1108/EJTD-02-2021-0029

Janssen, T. W. P., Grammer, J. K., Bleichner, M. G., Bulgarelli, C., Davidesco, I., Dikker, S., Jasi?ska, K. K., Siugzdaite, R., Vassena, E., Vatakis, A., Zion-Golumbic, E., & van Atteveldt, N. (2021). Opportunities and Limitations of Mobile Neuroimaging Technologies in Educational Neuroscience. Mind, Brain, and Education, 15(4), 354–370. https://doi.org/10.1111/mbe.12302

Jolles, J., & Jolles, D. D. (2021). On Neuroeducation: Why and How to Improve Neuroscientific Literacy in Educational Professionals. In Frontiers in Psychology (Vol. 12). Frontiers Media S.A. https://doi.org/10.3389/fpsyg.2021.752151

Lagoudakis, N., Vlachos, F., Christidou, V., & Vavougios, D. (2022). The effectiveness of a teaching approach using brain-based learning elements on students’ performance in a Biology course. Cogent Education, 9(1). https://doi.org/10.1080/2331186X.2022.2158672

Leisman, G. (2022). On the Application of Developmental Cognitive Neuroscience in Educational Environments. Brain Sciences, 12(11). https://doi.org/10.3390/brainsci12111501

Li, X., & Wang, W. (2021). Exploring Spatial Cognitive Process Among STEM Students and Its Role in STEM Education: A Cognitive Neuroscience Perspective. Science and Education, 30(1), 121–145. https://doi.org/10.1007/s11191-020-00167-x

Liu, D., Jamshaid, S., & Wang, L. (2024). Neural Mechanisms of Inhibition in Scientific Reasoning: Insights from fNIRS. Brain Sciences, 14(6). https://doi.org/10.3390/brainsci14060606

Öztürk, O., Kocaman, R., & Kanbach, D. K. (2024). How to design bibliometric research: an overview and a framework proposal. Review of Managerial Science. https://doi.org/10.1007/s11846-024-00738-0

Pessin, V. Z., Yamane, L. H., & Siman, R. R. (2022). Smart bibliometrics: an integrated method of science mapping and bibliometric analysis. Scientometrics, 127(6), 3695–3718. https://doi.org/10.1007/s11192-022-04406-6

Pluck, G. (2023). Visual Perceptual Ability and Academic Achievement in Undergraduate Engineering. 8th International STEM Education Conference, ISTEM-Ed 2023 - Proceedings. https://doi.org/10.1109/iSTEM-Ed59413.2023.10305605

Pradeep, K., Sulur Anbalagan, R., Thangavelu, A. P., Aswathy, S., Jisha, V. G., & Vaisakhi, V. S. (2024). Neuroeducation: understanding neural dynamics in learning and teaching. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1437418

Sridhar, S., Khamaj, A., & Asthana, M. K. (2023). Cognitive neuroscience perspective on memory: overview and summary. Frontiers in Human Neuroscience, 17. https://doi.org/10.3389/fnhum.2023.1217093

Szomszor, M., Adams, J., Fry, R., Gebert, C., Pendlebury, D. A., Potter, R. W. K., & Rogers, G. (2020). Interpreting Bibliometric Data. Frontiers in Research Metrics and Analytics, 5. https://doi.org/10.3389/frma.2020.628703

Uden, L., Sulaiman, F., Ching, G. S., & Rosales, J. J. (2023). Integrated science, technology, engineering, and mathematics project-based learning for physics learning from neuroscience perspectives. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1136246

Vogel, S. E., & De Smedt, B. (2021). Developmental brain dynamics of numerical and arithmetic abilities. In npj Science of Learning (Vol. 6, Issue 1). Springer Nature. https://doi.org/10.1038/s41539-021-00099-3

Wang, L., Li, M., Yang, T., Wang, L., & Zhou, X. (2022). Mathematics Meets Science in the Brain. Cerebral Cortex, 32(1), 123–136. https://doi.org/10.1093/cercor/bhab198

Wang, Q., Wang, H., Chen, S., Deng, H., & Zhu, Y. (2023). Scientific Problem Solving and Brain Symmetry Index: An exploratory EEG study. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 1–4. https://doi.org/10.1109/EMBC40787.2023.10340154

Yang, L., & Wang, Z. (2025). Applications and advances of combined fMRI-fNIRs techniques in brain functional research. In Frontiers in Neurology (Vol. 16). Frontiers Media SA. https://doi.org/10.3389/fneur.2025.1542075

Published

2025-07-16

How to Cite

Wati, W., & Yulda, A. (2025). Peta Riset Neuroedukasi dalam Pembelajaran Sains: Kajian Bibliometrik dalam Dua Dekade dengan Data Scopus. Jurnal Pelita: Jurnal Pembelajaran IPA Terpadu, 5(1), 98–113. https://doi.org/10.54065/pelita.5.1.2025.699