Self-efficacy as a key psychological predictor of learning independence among students in an integrated Islamic elementary school
DOI:
https://doi.org/10.35335/cendikia.v16i3.6969Keywords:
Learning Independence, Self-Efficacy, Elementary School StudentsAbstract
As the foundation for lifelong learning, independent learning is an important psychological skill that must be developed from elementary school. The internal component of self-efficacy is crucial for enhancing independent learning. The purpose of this study was to investigate how self-efficacy influences elementary school students' ability to learn independently. A total of 87 fifth-grade students selected from the overall sample were included in a quantitative correlational design. Validated measures of independent learning and self-efficacy were used to collect data. Independent learning and self-efficacy were found to be significantly positively correlated based on Pearson correlation analysis (r = 0.523, p < 0.01). Simple linear regression analysis showed that self-efficacy explained 27.4% of the variation in independent learning (R2 = 0.274). These findings indicate that students with higher self-efficacy tend to demonstrate greater ability to manage and regulate their learning independently. The study highlights the importance of strengthening self-efficacy as a psychological foundation for promoting learning independence from an early educational stage
References
Bandura, A. (1997). Self-efficacy: The exercise of control. W. H. Freeman.
Benabou, R., & Tirole, J. (2023). Self-confidence, motivation, and learning outcomes. Annual Review of Economics, 15, 613–641. https://doi.org/10.1146/annurev-economics-091622-012345
Cleary, T. J., & Zimmerman, B. J. (2021). Self-regulation differences during learning. Journal of Educational Psychology, 113(5), 881–896. https://doi.org/10.1037/edu0000483
de Smul, M., Heirweg, S., Van Keer, H., Devos, G., & Vandevelde, S. (2022). How do teachers support self-regulated learning? Educational Research Review, 35, 100418. https://doi.org/10.1016/j.edurev.2022.100418
Garrison, D. R. (1997). Self-directed learning: Toward a comprehensive model. Adult Education Quarterly, 48(1), 18–33. https://doi.org/10.1177/074171369704800103
Huang, C. (2023). Self-efficacy and academic self-regulation in school-aged children: A meta-analysis. Educational Psychology Review, 35(2), 567–589. https://doi.org/10.1007/s10648-022-09701-2
Jansen, R. S., van Leeuwen, A., Janssen, J., & Kester, L. (2023). Self-efficacy as a predictor of self-regulated and independent learning. Learning and Individual Differences, 103, 102284. https://doi.org/10.1016/j.lindif.2023.102284
Klassen, R. M., & Tze, V. M. C. (2022). Teachers’ and students’ self-efficacy in academic contexts. International Journal of Educational Research, 114, 101976. https://doi.org/10.1016/j.ijer.2022.101976
Knowles, M. S. (1980). The modern practice of adult education: From pedagogy to andragogy. Prentice Hall.
Lauermann, F., & ten Hagen, I. (2024). Students’ self-efficacy and autonomous learning behaviors in elementary education. Journal of Educational Psychology, 116(2), 245–259. https://doi.org/10.1037/edu0000834
Mega, C., Ronconi, L., & De Beni, R. (2022). What makes a good student? Motivation, self-regulation, and academic achievement. Learning and Individual Differences, 95, 102135. https://doi.org/10.1016/j.lindif.2022.102135
OECD. (2023). Students’ self-regulated learning and motivation in elementary education. OECD Publishing. https://doi.org/10.1787/9789264944218-en
Panadero, E., & Broadbent, J. (2023). Developing self-regulated learners through self-efficacy. Learning and Instruction, 85, 101744. https://doi.org/10.1016/j.learninstruc.2023.101744
Pintrich, P. R., & Zusho, A. (2021). Student motivation and self-regulated learning in educational contexts. In D. H. Schunk & J. A. Greene (Eds.), Handbook of educational psychology (3rd ed.). Routledge.
Rahmawati, I., & Setiawan, D. (2020). Peran keluarga dalam meningkatkan efikasi diri dan kemandirian belajar. Jurnal Pendidikan Karakter, 10(1), 99–108.
Sari, D. P., & Hidayat, R. (2021). Efikasi diri dan kemandirian belajar siswa sekolah dasar. Jurnal Psikologi Pendidikan Indonesia, 10(2), 85–96.
Schunk, D. H., & Greene, J. A. (2021). Self-efficacy and self-regulated learning. Educational Psychologist, 56(1), 1–16. https://doi.org/10.1080/00461520.2021.187776
Talsma, K., Schüz, B., Schwarzer, R., & Norris, K. (2021). I believe, therefore I achieve: A meta-analytic cross-lagged panel analysis. Journal of Personality and Social Psychology, 120(3), 765–786. https://doi.org/10.1037/pspp0000271
Usher, E. L., Li, C. R., Butz, A. R., & Rojas, J. P. (2021). Sources of self-efficacy in the classroom. Contemporary Educational Psychology, 67, 102020. https://doi.org/10.1016/j.cedpsych.2021.102020
Usher, E. L., & Weidner, B. L. (2022). Sources of academic self-efficacy in learning contexts. Contemporary Educational Psychology, 68, 102031. https://doi.org/10.1016/j.cedpsych.2021.102031
Yuliani, S., Hartati, S., & Ahmad, I. (2020). Hubungan antara efikasi diri dan motivasi belajar pada siswa sekolah dasar. Jurnal Ilmiah Pendidikan, 12(2), 133–141.
Zimmerman, B. J., & Schunk, D. H. (2024). Self-efficacy and self-regulated learning in school contexts. Educational Psychology Review, 36(1), 1–24. https://doi.org/10.1007/s10648-023-09812-9
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