Spiritual Intelligence, Emotional Intelligence, and Family Values as Predictors of Self-Control Among Islamic Senior High School Students
DOI:
https://doi.org/10.25217/0020269823900Keywords:
emotional intelligence, Family values, Islamic Education, Self-Control, Spiritual intelligenceAbstract
Self-control is pivotal for adolescent character development, yet empirical evidence that integrates spiritual intelligence, emotional intelligence, and family values within a single explanatory model remains limited, particularly among students in Indonesian state Islamic senior high schools (MAN). The literature also provides mixed expectations regarding whether family values strengthen (moderate) the effects of individual intelligences on self-control. This study aims to test the direct effects of spiritual intelligence, emotional intelligence, and family values on students’ self-control and to examine the moderating role of family values. A cross-sectional survey was conducted with 416 students from five MAN in South Sulawesi using stratified random sampling across urban and rural areas. Data were analyzed using partial least squares structural equation modeling (PLS-SEM) in SmartPLS 4 with measurement and structural model assessment and bootstrapping. The structural results show that emotional intelligence has the strongest positive association with self-control (β = 0.384), followed by family values (β = 0.260) and spiritual intelligence (β = 0.206), all significant. The model explains 47.9% of the variance in self-control (R² = 0.479) and 25.9% in family values (R² = 0.259). Effect sizes estimates suggest that emotional intelligence may have the strongest association with self-control (f² = 0.182), while family values (f² = 0.095) and spiritual intelligence (f² = 0.054) appear to show comparatively smaller associations. the largest contribution to self-control comes from emotional intelligence (f² = 0.182), with smaller contributions from family values (f² = 0.095) and spiritual intelligence (f² = 0.054). The moderation effects of family values are not significant, indicating a direct rather than moderating role. The study refines a context-sensitive model of self-control in Islamic education and suggests that MAN should prioritize emotional regulation development while strengthening family–school partnerships to reinforce family values.
References
Abacioglu, C. S., Volman, M., & Fischer, A. H. (2021). Teacher interventions to student misbehaviors: The role of ethnicity, emotional intelligence, and multicultural attitudes. Current Psychology, 40(12), 5934–5946. https://doi.org/10.1007/s12144-019-00498-1
Aini, Q., Talib, S. G., Alghazali, T., Ali, M. H., Sahi, Z. T., Kumar, T., Muda, I., Ramirez, A. A., & Sunarsi, D. (2023). Spiritual intelligence, spiritual health and occupational stress in Islamic organisations. HTS Teologiese Studies / Theological Studies, 79(1). https://doi.org/10.4102/hts.v79i1.8228
Alimni, A., Amin, A., & Kurniawan, D. A. (2022). The role of Islamic education teachers in fostering students’ emotional intelligence. International Journal of Evaluation and Research in Education, 11(4), 1881–1892. https://doi.org/10.11591/ijere.v11i4.22116
Al-Qallaf, F. J. (2025). Exploring the Role of Digital Empathy and Emotional Intelligence in Reducing Cyberbullying Behaviors Among High School Students in Kuwait. Educational Process: International Journal, 18. https://doi.org/10.22521/edupij.2025.18.516
Andrei, O. (2023a). Enhancing religious education through emotional and spiritual intelligence. HTS Teologiese Studies / Theological Studies, 79(1). https://doi.org/10.4102/hts.v79i1.7887
Andrei, O. (2023b). Enhancing religious education through emotional and spiritual intelligence. HTS Teologiese Studies / Theological Studies, 79(1). https://doi.org/10.4102/hts.v79i1.7887
Azadi, M., Zare, F., Amini, M., & Reihani, H. (2025). Exploring the Association Between Creativity, Emotional Intelligence, and Spiritual Intelligence Among Medical Students. Shiraz E Medical Journal, 26(7). https://doi.org/10.5812/semj-160554
Bal Koçak, D. (2025). Empathy and psychological serenity among theology students. Journal of Spirituality in Mental Health. https://doi.org/10.1080/19349637.2025.2601593
Burton, N., Culham, T., & Vu, M. C. (2021). Spiritual Practice and Management Education Pedagogy: Exploring the Philosophical Foundations of Three Spiritual Traditions. Journal of Management Education, 45(2), 206–242. https://doi.org/10.1177/1052562920945739
Chow, T. S., Tang, C. S.-K., Siu, T. S. U., & Kwok, H. S. H. (2024). Examining the roles of self-compassion and self-control in managing work–family conflicts and preventing burnout during the pandemic: A three-wave longitudinal study in China. International Journal of Psychology, 59(6), 1015–1025. https://doi.org/10.1002/ijop.13226
Gastaldi, F. G. M., Zaheer, U. A., Longobardi, C., & Mastrokoukou, S. (2025). From Conscientiousness to Conduct Problems: A Serial Mediation Analysis of Student–Teacher Closeness and Self-Control. Journal of Genetic Psychology. https://doi.org/10.1080/00221325.2025.2599534
Fute, A., Oubibi, M., Sun, B., Zhou, Y., Bassiri, M., & Chen, G. (2024). Parenting for success: Exploring the link between parenting styles and adolescents’ academic achievement through their learning engagement. SAGE Open, 14(2). https://doi.org/10.1177/21582440241255176
Martin, S., Meyer, J. A., Nelson, L., Baldwin, V., Ting, L., & Sterling, D. (2007). Locus of control, self-control, and family income as predictors of young children’s mathematics and science scores. Perceptual and Motor Skills, 104(2), 599–610. https://doi.org/10.2466/PMS.104.2.599-610
Pane, A., Choirunnisa, F., & Kustati, M. (2023). Implementation of Policies, Strategies, Islamic Religious Education Learning Programs with Curriculum Integration During the Covid 19 Pandemic Period at State Madrasah Aliyah (MAN) Indonesian Scholar. 2805(1). https://doi.org/10.1063/5.0166441
Pessôa, L. F., Anunciacao, L., Marques, L., & Murray, C. (2025). An exploratory study of child-rearing values and socialization goals among different family structures. Journal of Family Studies. https://doi.org/10.1080/13229400.2025.2542837
Utami, R. D., Marjohan, M., & Afdal, A. (2022). Spiritual intelligence and emotional intelligence as predictors of self-control in Islamic school students. Jurnal Konseling dan Pendidikan, 10(2), 215–224. https://doi.org/10.29210/147800
Yusni, Y., & Rahman, S. (2024). The Response of the Hormone Cortisol as a Biomarker of Stress and Its Influence on Blood Glucose Levels After 6 Weeks of Routine Tahajjud in Healthy Young Men. Islamic Guidance and Counseling Journal, 7(1). https://doi.org/10.25217/0020247447700
King, D. B., & DeCicco, T. L. (2009). A viable model and self-report measure of spiritual intelligence. International Journal of Transpersonal Studies, 28(1), 68–85. https://doi.org/10.24972/ijts.2009.28.1.68
Schutte, N. S., Malouff, J. M., Hall, L. E., Haggerty, D. J., Cooper, J. T., Golden, C. J., & Dornheim, L. (1998). Development and validation of a measure of emotional intelligence. Personality and Individual Differences, 25(2), 167–177. https://doi.org/10.1016/S0191-8869(98)00001-4
Tangney, J. P., Baumeister, R. F., & Boone, A. L. (2004). High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. Journal of Personality, 72(2), 271–324. https://doi.org/10.1111/j.0022-3506.2004.00263.x
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (3rd ed.). Sage Publications.
Beaton, D. E., et al. (2000). Guidelines for the process of cross‑cultural adaptation of self-report measures. Spine, 25(24), 3186–3191. https://doi.org/10.1097/00007632-200012150-00014
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable
variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312
Kim, Y., Richards, J. S., & Oldehinkel, A. J. (2022). Self-control, mental health problems, and family functioning in adolescence and young adulthood: Between-person differences and within-person effects. Journal of Youth and Adolescence, 51(5), 989–1001. https://doi.org/10.1007/s10964-021-01564-3
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Ringle, C. M., Wende, S., & Becker, J.-M. (2024). SmartPLS 4. Bönningstedt: SmartPLS. Retrieved from https://www.smartpls.com
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