The relationship between spiritual intelligence, emotional intelligence, and self-regulated learning in high school students

Abstract

This study examines the contribution of spiritual and emotional intelligence to self-regulated learning among 300 Indonesian high school students. The main problem addressed is low self-regulated learning, characterized by lack of motivation, procrastination, and infrequent material review. A quantitative ex post facto design with simple random sampling was employed. Data were collected using standardized Likert scales and analyzed via multiple linear regression and independent sample t-tests. Results showed significant associations between spiritual and emotional intelligence and self-regulated learning (R = 0.489, R² = 0.284, F = 15.988, p < 0.001), with partial contributions of 16.1% and 12.8%, respectively. No significant gender differences in self-regulated learning were found. These findings underscore the importance of spiritual and emotional intelligence development to enhance self-regulated learning. Practical implications include integrating spiritual and emotional development modules into curricula, counseling programs, and self-management training.

Keywords
  • Spiritual intelligence
  • Emotional intelligence
  • Self-regulated learning
  • High school students I
  • slamic education
  • Quantitative research
References
  1. Adler, I., & Shani, Y. (2026). Hybrid Human-GenAI cognitive apprenticeship: Encouraging pre-service teachers to implement instructional practices to support students’ self-regulated learning. Teaching and Teacher Education, 169, 105268. https://doi.org/10.1016/j.tate.2025.105268
  2. Andrikos, G. P., Smith, C. A., & Ciccarelli, M. (2024). Supporting co-regulation and development of self-regulation skills in students with intellectual disabilities: A scoping review. Australasian Journal of Special and Inclusive Education, 48(1), 90–106. https://doi.org/10.1017/jsi.2024.3
  3. Chen, D., Liu, Y., Zhao, Y., Liu, Y., & Luo, M. (2025). The influence of emotional intelligence on graduate employability: Using university-industry linkages as a moderator. Acta Psychologica, 261, 105959. https://doi.org/10.1016/j.actpsy.2025.105959
  4. Chen, J., Lin, C.-H., Chen, G., & Fu, H. (2023). Individual differences in self-regulated learning profiles of Chinese EFL readers: A sequential explanatory mixed-methods study. Studies in Second Language Acquisition, 45, 955–978. https://doi.org/10.1017/S0272263122000584
  5. Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates, Publishers. https://www.scirp.org/reference/ReferencesPapers?ReferenceID=2041144
  6. DeJoseph, M. L., Walasek, N., Liu, S., Young, E. S., Raikes, A., Waldman, M., Frankenhuis, W. E., & Fisher, P. (2025). Hidden dynamics of economic hardship: Characterizing economic unpredictability and its role on self-regulation in early childhood. Development and Psychopathology, 1–16. https://doi.org/10.1017/S0954579425100771
  7. Ebbes, R., Zee, M., Jansen, B. R. J., Koomen, H. M. Y., & Schuitema, J. A. (2026). Promoting self-regulated learning during the COVID-mandated remote learning period: Insights from interviews with primary school teachers. Teaching and Teacher Education, 169, 105287. https://doi.org/10.1016/j.tate.2025.105287
  8. Fauzan, K., Fachrian, A., Yulina, E., & Nuranasmita, T. (2023). Spiritual intelligence and emotional intelligence on the spiritual leadership style of government structural officials. Psikoborneo: Jurnal Ilmiah Psikologi, 11(1), 131-140. https://doi.org/10.30872/psikoborneo.v11i1
  9. Fidelis, A., Moreira, A. C., & Vitória, A. (2024). [Article title not provided—silakan berikan judul jika ingin dilengkapi]. Social Sciences & Humanities Open, 9, 100879. https://doi.org/10.1016/j.ssaho.2024.100879
  10. Goleman, D. (1995). Emotional intelligence. Bantam Books. https://psycnet.apa.org/record/1995-98387-000
  11. Haibar, R. A. L., & Yuzarion, Y. (2024). Self-efficacy, teacher’s attitude, and English language learning achievements. Bulletin of Counseling and Psychotherapy, 6(1). https://doi.org/10.51214/00202406755000
  12. Indrayani, F., Yuzarion, Y., & Hidayah, N. (2021). Pentingnya kecerdasan spiritual bagi self-regulated learning siswa SMA. Jurnal Studia Insania, 9(1), 23-31. http://dx.doi.org/10.18592/jsi.v9i1.4589
  13. King, D.B. (2008) Rethinking Claims of Spiritual Intelligence: A Definition, Model, and Measure. A Dissertation Presented in Partial Fulfillment of the Requirements for the Degree of Master of Science, Peterborouge. https://www.scirp.org/reference/referencespapers?referenceid=1597063
  14. King, M., Marston, L., McManus, S., Brugha, T., Meltzer, H., & Bebbington, P. (2013). Religion, spirituality and mental health: Results from a national study of English households. British Journal of Psychiatry, 202, 68–73. http://dx.doi.org/10.1192/bjp.bp.112.112003
  15. Kishor, I., Mamodiya, U., Saini, S., & Bossoufi, B. (2025). Voice-enabled human-robot interaction: Adaptive self-learning systems for enhanced collaboration. Robotica, 43, 2143–2171. https://doi.org/10.1017/S0263574725000438
  16. Lestari, E. ., Yuzarion, Y., & Hidayah, N. (2023). Self-regulated learning of senior high school students reviewed from emotional maturity and social parental support. Jurnal Pendidikan Dan Konseling (JPDK), 5(2), 1490–1497. https://doi.org/10.31004/jpdk.v5i2.13121
  17. Lo, N., & Chang, Y. (2025). A cross-cultural comparative study of language learning applications for self-regulated language learning: Insights from Mainland China, the UK, and the US. Asian-Pacific Journal of Second and Foreign Language Education, Article 100246. https://doi.org/10.1016/j.amper.2025.100246
  18. Martínez-López, Z., Nouws, S., Villar, E., Mayo, M. E., & Tinajero, C. (2023). Perceived social support and self-regulated learning: A systematic review and meta-analysis. International Journal of Educational Research Open, 5, 100291. https://doi.org/10.1016/j.ijedro.2023.100291
  19. Oteng, P. A., Koomson, F. S., Acheampong, J. N., & Musah, A. (2025). The role of emotional intelligence in the relationship between employee commitment, engagement, abusive supervision and employee agility. Acta Psychologica, 261, 105934. https://doi.org/10.1016/j.actpsy.2025.105934
  20. Panadero, E., Fernández-Ortube, A., Zamorano, D., Pinedo, L., Sánchez-Iglesias, I., & Barrenetxea-Mínguez, L. (2025). Tracking self-regulated learning in action: How individual differences shape positive and negative regulation across three types of tasks. Learning and Individual Differences, 124, 102808. https://doi.org/10.1016/j.lindif.2025.102808
  21. Pinto, C. T., Veiga, F., Guedes, L., Pinto, S., & Nunes, R. (2023). Models of spiritual intelligence interventions: A scoping review. Nurse Education in Practice, 73, 103829. https://doi.org/10.1016/j.nepr.2023.103829
  22. Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 451–502). Academic Press. https://doi.org/10.1016/B978-012109890-2/50043-3
  23. Reyes, M., Morales, M. J., & Bajo, M. T. (2025). Self-regulated learning strategies in L1 and L2 reading. Bilingualism: Language and Cognition, 28, 879–896. https://doi.org/10.1017/S1366728924000683
  24. Salovey, P., & Mayer, J. D. (1990). Emotional intelligence. Imagination, Cognition and Personality, 9, 185–211. http://dx.doi.org/10.2190/DUGG-P24E-52WK-6CDG
  25. Sari, I. P., & Yuzarion, Y. (2025). Self-esteem, parental social support, and academic achievement among junior high school students in public schools. Jurnal Counseling Care, 9(1), 53–65. https://doi.org/10.22202/JCC.2025.v9i1.8690
  26. Sitzmann, T., & Bauer, K. N. (2025). Self-regulated learning: A person-centric approach to training. Industrial and Organizational Psychology, 18, 143–146. https://doi.org/10.1017/iop.2024.65
  27. Srem-Sai, M., Arthur, F., Salifu, I., Amoadu, M., Obeng, P., Agormedah, E. K., Hagan, J. E. Jr., & Schack, T. (2025). Modelling the associations between students' academic resilience, learning motivation, self-regulated learning and academic well-being in Ghana. Acta Psychologica, 258, 105278. https://doi.org/10.1016/j.actpsy.2025.105278
  28. Vos, S. G., Wijnia, L., Martens, R. L., & de Groot, R. H. M. (2025). How do distance learners self-regulate learning? A latent profile analysis of self-regulated learning and its relationship with self-regulatory efficacy, motivation, need satisfaction, need frustration, academic achievement, and well-being. Learning and Individual Differences, 120, 102678. https://doi.org/10.1016/j.lindif.2025.102678
  29. Wang, S., Blasco, D., Hamzah, A., & Verschuren, B. (2023). Tourists and ‘philosophers’: Nature as a medium to consciousness and transcendence in spiritual tourism. Annals of Tourism Research, 99, 103543. https://doi.org/10.1016/j.annals.2023.103543
  30. Yin, P., & Liu, N. (2025). The relationship between components of EFL teachers' spiritual intelligence and their work engagement. Acta Psychologica, 257, 105093. https://doi.org/10.1016/j.actpsy.2025.105093
  31. Yuzarion, Y., Diponegoro, A. M., Prasetya, A. F., Taufikurrahman, A., Isma, A. I., & Anari, I. (2024). The contribution of self-regulated learning, self-awareness, and spiritual intelligence to academic achievement. Psikologika: Jurnal Pemikiran dan Penelitian Psikologi, 29(1). https://doi.org/10.20885/psikologika.vol29.iss1.art6
  32. Zimmerman, B. J. (2013). From cognitive modeling to self-regulation: A social cognitive career path. Educational Psychologist. 48(3), 135-147. https://doi.org/10.1080/00461520.2013.794676
  33. Zimmerman, B. J., & Martinez-Pons, M. (1990). Student differences in self-regulated learning: Relating grade, sex, and giftedness to self-efficacy and strategy use. Journal of Educational Psychology, 82(1), 51–59. https://doi.org/10.1037/0022-0663.82.1.51
  34. Zimmerman, B., J. (2004). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 4(2), 22-63. DOI: 10.1037/0022-0663.81.3.329