The relationship between self-control and academic achievement: A meta-analysis investigation
DOI:
https://doi.org/10.21831/jpv.v14i2.62649Keywords:
Academic achievement, correlational study, meta-analysis, self-controlAbstract
Many studies report a significant relationship between self-control and academic achievement, although the strength of this relationship varies across studies. Moderator factors influencing this relationship remain unclear. Therefore, this meta-analysis aims to further explore the relationship between self-control and academic achievement and investigate potential moderating factors that may affect its strength. The study includes 70 samples from 16 primary studies published between 2005 and 2018. Data analysis was conducted using a random effects model with a significance level of α = 5%. In addition to the main analysis, six moderator variables were analyzed: education level, geographical region, self-control measurement tool, academic achievement measurement tool, and publication year. The results showed a moderate positive relationship between self-control and academic achievement (r = 0.32, p < 0.001). Moderator analysis indicated that all variables significantly influenced the strength of the relationship between self-control and academic performance. The positive relationship was stronger in studies with mixed participants and weakest among university students and stronger in studies conducted in the United States than in Africa and Europe. This study contributes meaningfully to the literature by clarifying moderator factors and providing insights for educators in designing targeted interventions to enhance academic performance through self-control development across diverse contexts.References
Bertrams, A., & Dickhäuser, O. (2009). High-school students' need for cognition, self-control capacity, and school achievement: Testing a mediation hypothesis. Learning and Individual Differences, 19(1), 135–138. https://doi.org/10.1016/j.lindif.2008.06.005
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2021). Introduction to meta-analysis. John Wiley & Sons.
Card, N. A. (2012). Applied meta-analysis for social science research. Guilford Press.
Cohen, J. (2013). Statistical power analysis for the behavioral sciences. Routledge. https://doi.org/10.4324/9780203771587
Cooper, H. (2015). Research synthesis and meta-analysis: A step-by-step approach. SAGE Publications.
Cooper, H., Hedges, L. V., & Valentine, J. C. (2019). The handbook of research synthesis and meta-analysis. Russell Sage Foundation.
Duckworth, A. L., Quinn, P. D., & Tsukayama, E. (2012). What no child left behind leaves behind: The roles of IQ and self-control in predicting standardized achievement test scores and report card grades. Journal of Educational Psychology, 104(2), 439–451. https://doi.org/10.1037/a0026280
Duckworth, A. L., Shulman, E. P., Mastronarde, A. J., Patrick, S. D., Zhang, J., & Druckman, J. (2015). Will not want: Self-control rather than motivation explains the female advantage in report card grades. Learning and Individual Differences, 39, 13–23. https://doi.org/10.1016/j.lindif.2015.02.006
Duri, R. (2021). Perbedaan kontrol diri (self control) siswa ditinjau dari perlakuan orang tua (otoriter). At-Taujih : Bimbingan Dan Konseling Islam, 4(2), 70–80. https://doi.org/10.22373/taujih.v4i2.11758
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315(7109), 629–634. https://doi.org/10.1136/bmj.315.7109.629
Elias, N., Awang, A., & Mohamed, M. N. (2005). Examining religiosity and its relationship to self-control, procrastination and academic achievement. Malaysian Journal of Learning & Instruction, 2, 1–16. https://repo.uum.edu.my/id/eprint/210/
Elnina, D. R. (2022). Kemampuan self control ditinjau dari perilaku impulsive buying terhadap produk fashion pada mahasiswa. Psikodinamika - Jurnal Literasi Psikologi, 2(1), 1–19. https://doi.org/10.36636/psikodinamika.v2i1.955
Haghi, A. H., Kharrat, R., Asef, M. R., & Rezazadegan, H. (2013). Present-day stress of the central Persian Gulf: Implications for drilling and well performance. Tectonophysics, 608, 1429–1441. https://doi.org/10.1016/j.tecto.2013.06.001
Honken, N., Ralston, P. A., & Tretter, T. R. (2016). Self-control and academic performance in engineering. American Journal of Engineering Education (AJEE), 7(2), 47–58. https://doi.org/10.19030/ajee.v7i2.9831
Intani, C. P., & Ifdil, I. (2018). Hubungan kontrol diri dengan prestasi belajar siswa. Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, 4(2), 65–70. https://doi.org/10.29210/120182191
Judistira, A. A., & Wijaya, H. E. (2017). The role of self-control and self-adjustment on academic achievement among junior high school students. Proceedings of the 3rd International Conference on Education and Training (ICET 2017), 122–125. https://doi.org/10.2991/icet-17.2017.19
Khan, G. F., Sarstedt, M., Shiau, W.-L., Hair, J. F., Ringle, C. M., & Fritze, M. P. (2019). Methodological research on partial least squares structural equation modeling (PLS-SEM). Internet Research, 29(3), 407–429. https://doi.org/10.1108/IntR-12-2017-0509
Kiriakou, J., Pandis, N., Madianos, P., & Polychronopoulou, A. (2014). Developing evidence-based dentistry skills: How to interpret randomized clinical trials and systematic reviews. Progress in Orthodontics, 15(1), 58. https://doi.org/10.1186/s40510-014-0058-5
Kuhnle, C., Hofer, M., & Kilian, B. (2011). The relationship of self-control, procrastination, motivational interference and regret with school grades and life balance. Journal of Childhood and Adolescence Research, 6(1), 31–44. https://elibrary.utb.de/doi/epdf/10.3224/diskurs.v6i1.05
Kuhnle, C., Hofer, M., & Kilian, B. (2012). Self"control as predictor of school grades, life balance, and flow in adolescents. British Journal of Educational Psychology, 82(4), 533–548. https://doi.org/10.1111/j.2044-8279.2011.02042.x
Li, C., Song, Y., Wang, Q., & Zhang, B. (2022). How does self-control affect academic achievement of adolescents? The dual perspectives of teacher-student relationship and mastery approach goals. Youth & Society, 54(8), 1402–1418. https://doi.org/10.1177/0044118X211030949
Littell, J. H., Corcoran, J., & Pillai, V. (2008). Systematic reviews and meta-analysis. Oxford University Press.
Ma, S., & Li, Y. (2023). The impact between self-control on academic performance among Chinese adolescents. Journal of Education, Humanities and Social Sciences, 8, 1497–1501. https://doi.org/10.54097/ehss.v8i.4510
Marsela, R. D., & Supriatna, M. (2019). Konsep diri : Definisi dan faktor. Journal of Innovative Counseling : Theory, Practice, and Research, 3(2), 65–69. https://journal.umtas.ac.id/index.php/innovative_counseling/article/view/567
Michaelides, M. P., & Durkee, P. (2021). Self-regulation versus self-discipline in predicting achievement: A replication study with secondary data. Frontiers in Education, 6, 724711. https://doi.org/10.3389/feduc.2021.724711
Muammar, O. M. (2015). Intelligence and self-control predict academic performance of gifted and non-gifted students. Turkish Journal of Giftedness and Education, 5(1), 67–81. https://www.researchgate.net/profile/Omar-Almoammar/publication/280621969_Intelligence_and_Self-Control_Predict_Academic_Performance_of_Gifted_and_Non-gifted_Students/links/55bf503908ae092e966539d6/Intelligence-and-Self-Control-Predict-Academic-Performance-of-Gifted-and-Non-gifted-Students.pdf
Ningsih, R. (2018). Pengaruh kontrol diri terhadap perilaku disiplin remaja. Jurnal Psikoedukasi Dan Konseling, 2(2), 48–52. https://doi.org/10.20961/jpk.v2i2.15820
Nota, L., Soresi, S., & Zimmerman, B. J. (2004). Self-regulation and academic achievement and resilience: A longitudinal study. International Journal of Educational Research, 41(3), 198–215. https://doi.org/10.1016/j.ijer.2005.07.001
Pardede, S. C., & Hartono, D. (2022). Kontribusi bermain game online dan self control pada prestasi belajar remaja komunitas royal e-sport Jakarta Timur. Research and Development Journal of Education, 8(2), 777–782. https://doi.org/10.30998/rdje.v8i2.14170
Retnawati, H., Apino, E., Kartianom, K., Djidu, H., & Anazifa, R. D. (2018). Pengantar analisis meta. Parama Publishing.
Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychological Bulletin, 86(3), 638–641. https://doi.org/10.1037/0033-2909.86.3.638
Stadler, M., Aust, M., Becker, N., Niepel, C., & Greiff, S. (2016). Choosing between what you want now and what you want most: Self-control explains academic achievement beyond cognitive ability. Personality and Individual Differences, 94, 168–172. https://doi.org/10.1016/j.paid.2016.01.029
Whelan, E., Golden, W., & Tarafdar, M. (2022). How technostress and self-control of social networking sites affect academic achievement and wellbeing. Internet Research, 32(7), 280–306. https://doi.org/10.1108/INTR-06-2021-0394
Wu, H.-Y., Kung, F. Y. H., Chen, H.-C., & Kim, Y.-H. (2017). Academic success of "Tiger Cubs." Social Psychological and Personality Science, 8(6), 698–705. https://doi.org/10.1177/1948550616675667
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