Psychological Approaches in 21st Century Learning to Improve the Quality of SDG Education Point 4 in Bibliometric Studies
DOI:
https://doi.org/10.63230/jolabis.2.1.134Keywords:
Bibliometric, Learning, Psychology, Quality Education, SDG 4Abstract
Objective: The research aims to comprehensively understand the various psychological challenges in learning in the 21st century education era. This approach not only helps identify dominant research themes, but also uncovers research areas that are still rarely studied, so that it can provide a stronger basis for formulating further research directions in the field of learning psychology that supports the transformation of quality education SDG point 4. Method: This research uses a literature study approach with bibliometric analysis methods to map the development of research related to psychological aspects in 21st century learning. Scopus data was obtained from 106 documents in 2016-2016 which were analyzed using the PRISMA design to determine the bibliometric distribution. Results: Research trends regarding psychological approaches to learning continue to increase in supporting 21st century education. Bibliometric analysis indicates that themes such as learning motivation, self-regulation, learner engagement, and experience-based learning are the main focus in current studies. Research contributions are also dominated by several countries that are actively developing pedagogical innovations to answer modern learning challenges. Novelty: The findings of this research indicate that the integration of psychological aspects in learning design is very important to improve the quality of education in the 21st century. Educators need to implement a learning model that is student-centered and supports balanced cognitive, emotional and social development. In addition, the results of this research can be a basis for developing educational policies that pay more attention to psychological well-being in the learning process.
References
Agrawal, S., Oza, P., Kakkar, R., Tanwar, S., Jetani, V., Undhad, J., & Singh, A. (2024). Analysis and recommendation system-based on PRISMA checklist to write systematic review. Assessing Writing, 61, 100866. https://doi.org/10.1016/j.asw.2024.100866
Bakhtiar, A., & Hadwin, A. F. (2022). Motivation from a self-regulated learning perspective: Application to school psychology. Canadian Journal of School Psychology, 37(1), 93-116. https://doi.org/10.1177/08295735211054699
Begum, A. J. (2025). Self-Regulation. In Cognitive Control Skills for Educational Success: Theory and Practice, 193-234. Singapore: Springer Nature Singapore.
Chen, F. H., Tsai, C. C., Chung, P. Y., & Lo, W. S. (2022). Sustainability learning in education for sustainable development for 2030: an observational study regarding environmental psychology and responsible behavior through rural community travel. Sustainability, 14(5), 2779. https://doi.org/10.3390/su14052779
Cui, W., Tang, J., Zhang, Z., & Dai, X. (2023). A bibliometric analysis on innovation convergence. Library Hi Tech, 41(2), 333-354.
Darabi, K., Hosseinzadeh, M., Kahkesh, M. Z., & Nayodi, S. (2023). The effectiveness of self-regulation training in improving engagement and academic resilience of male students. International Journal of School Health, 10(2). DOI: 10.30476/INTJSH.2023.98339.1299
Díaz, C., Dorner, B., Hussmann, H., & Strijbos, J. W. (2023). Conceptual review on scientific reasoning and scientific thinking. Current Psychology, 42(6), 4313-4325. https://doi.org/10.1007/s12144-021-01786-5
Dwikoranto, Dzulkiflih, Lintangesukmanjaya, R. T., Putra, D. A. ., & Bergsma, L. N. . (2025). Problem-based learning assisted by cre-asi (creative assessment with solving instrument) to improve students’ creativity thinking skills. Jurnal Pendidikan IPA Indonesia, 14(3). https://doi.org/10.15294/jpii.v14i3.25606
Firdausih, F., & Aslan, A. (2025). Literature review: The effect of project-based learning on student motivation and achievement in science. Indonesian Journal of Education (INJOE), 5(1), 85-96.
George, A. S., Baskar, T., & Srikaanth, P. B. (2024). The erosion of cognitive skills in the technological age: How reliance on technology impacts critical thinking, problem-solving, and creativity. Partners Universal Innovative Research Publication, 2(3), 147-163. https://doi.org/10.5281/zenodo.11671150
Gharahighehi, A., Van Schoors, R., Topali, P., & Ooge, J. (2024, July). Adaptive lifelong learning (all). International Conference on Artificial Intelligence in Education, 452-459. Cham: Springer Nature Switzerland.
Gunawan, W. B. (2025). Revisiting the sustainable development goal 4 “Quality Education”: Insights, prospects, and recommendations. SAKAGURU: Journal of Pedagogy and Creative Teacher, 2(1), 12-36. https://doi.org/10.70211/sakaguru.v2i1.202
Hardie, P., O’Donovan, R., Jarvis, S., & Redmond, C. (2022). Key tips to providing a psychologically safe learning environment in the clinical setting. BMC Medical Education, 22(1), 816. https://doi.org/10.1186/s12909-022-03892-9
Heikkinen, S., Saqr, M., Malmberg, J., & Tedre, M. (2025). A longitudinal study of interplay between student engagement and self-regulation. International Journal of Educational Technology in Higher Education, 22(1), 21. https://doi.org/10.1186/s41239-025-00523-3
Lintangesukmanjaya, R. T., Dwikoranto, D., Awwalina, D. P., Setiani, R., & Bergsma, L. N. (2025). Potential study SDGs 4 of deep learning approaches to improve problem solving with machine learning inovation: Empirical and bibliometric analysis. In E3S Web of Conferences, 640, 02018. EDP Sciences. https://doi.org/10.1051/e3sconf/202564002018
Lintangesukmanjaya, R. T., Prahani, B. K., & Bergsma, L. N. (2025). Oriented study of virtual simulation to improve critical thinking skill in physics learning with inquiry model: Bibliometric analysis. Journal of Law and Bibliometrics Studies, 1(1), 43-43.
Marlés-Sáenz, E., Gómez-Luna, E., Guerrero, J. M., & Vasquez, J. C. (2025). Innovative bibliometric methodology: A new big data-based framework for scientific research. Energies, 18(10), 2437. https://doi.org/10.3390/en18102437
Mayer, R. E. (2024). The past, present, and future of the cognitive theory of multimedia learning. Educational Psychology Review, 36(1), 8. https://doi.org/10.1007/s10648-023-09842-1
Means, B. (2022). Making insights from educational psychology and educational technology research more useful for practice. Educational psychologist, 57(3), 226-230.
Muldagaliyeva, А. A., Dosmagambetova, J., & Kulzhanbekova, G. K. (2023). 21 st Century competences. what they are and why they are important. Eurasian Journal of Philology: Science & Education, 189(1). doi: 10.26577/EJPh.2023.v189.i1.ph21
Nguyen, L. T., Kanjug, I., Lowatcharin, G., Manakul, T., Poonpon, K., Sarakorn, W., ... & Tuamsuk, K. (2023). Digital learning ecosystem for classroom teaching in Thailand high schools. Sage Open, 13(1), 21582440231158303. https://doi.org/10.1177/21582440231158303
Ran, X., Xi, Y., Lu, Y., Wang, X., & Lu, Z. (2023). Comprehensive survey on hierarchical clustering algorithms and the recent developments. Artificial Intelligence Review, 56(8), 8219-8264.
Rivas, S. F., Saiz, C., & Ossa, C. (2022). Metacognitive strategies and development of critical thinking in higher education. Frontiers in psychology, 13, 913219. https://doi.org/10.3389/fpsyg.2022.913219
Shen, Z., & Zhao, S. (2022). Legal instructional design by deep learning theory under the background of educational psychology. Frontiers in Psychology, 13, 917174. https://doi.org/10.3389/fpsyg.2022.917174
Xu, E., Wang, W., & Wang, Q. (2023). The effectiveness of collaborative problem solving in promoting students’ critical thinking: A meta-analysis based on empirical literature. Humanities and Social Sciences Communications, 10(1), 16. https://doi.org/10.1057/s41599-023-01508-1
Zhan, Z., Shen, W., Xu, Z., Niu, S., & You, G. (2022). A bibliometric analysis of the global landscape on STEM education (2004-2021): Towards global distribution, subject integration, and research trends. Asia Pacific Journal of Innovation and Entrepreneurship, 16(2), 171-203. https://doi.org/10.1108/APJIE-08-2022-0090
Zhang, B. (2022). The relationship between Chinese EFL learners’ resilience and academic motivation. Frontiers in Psychology, 13, 871554. https://doi.org/10.3389/fpsyg.2022.871554
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Journal of Law and Bibliometrics in SDGs

This work is licensed under a Creative Commons Attribution 4.0 International License.




