Providing an Academic Achievement Prediction Model Based on Self-Regulated Learning and Family Cultural Capital with the Mediating Role of Attitude toward Learning in High School Students in Tehran
Keywords:
Self-regulated learning , family cultural capital , attitude toward learning , academic achievement , studentsAbstract
The aim of this study was to provide a model for predicting academic achievement based on self-regulated learning and family cultural capital with the mediating role of attitude toward learning in high school students in Tehran. This descriptive-correlational study was conducted on high school students in Tehran during the 2023-2024 academic year. A sample of 300 students was selected through multi-stage cluster sampling. Data collection tools included Bourdieu’s Cultural Capital Questionnaire (1973), Bouffard et al.’s Self-Regulation Questionnaire (2015), Lewis’s Attitude toward Learning Questionnaire (2001), and an academic achievement questionnaire adapted from Pham and Taylor (1990). Data were analyzed using path analysis with Smart PLS 3 software. Results indicated that self-regulated learning (β=0.352, p<0.001), family cultural capital (β=0.209, p<0.05), and attitude toward learning (β=0.293, p<0.001) had significant direct effects on academic achievement. Family cultural capital and self-regulated learning also had significant indirect effects on academic achievement through attitude toward learning. The proposed model demonstrated strong predictive power with an adjusted R² of 0.610 for academic achievement. The findings suggest that self-regulated learning and family cultural capital, through attitude toward learning, significantly predict academic achievement in students. This model can serve as a foundation for designing educational and counseling intervention programs in schools.
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Abdollahzadeh, B., Jabari, N., & Bagherpour, M. (2023). Classroom Teaching Management Style with an Interactive Approach to Self-Regulated Learning Strategies in the Health System. Clinical Excellence, 13(2), 39-54. http://ce.mazums.ac.ir/article-1-785-fa.html
Bai, B., & Wang, J. (2023). The role of growth mindset, self-efficacy and intrinsic value in self-regulated learning and English language learning achievements. Language Teaching Research, 27(1), 207-228. https://doi.org/10.1177/1362168820933190
Beckers, J., Bolkenbaas, S., Verbree, A.-R., Schils, T., van Gog, T., & de Bruin, A. (2023). Easing the transition: do Talent Lessons and Talent Talks support students’ self-regulated learning skills in the transition from primary to secondary education? [Original Research]. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1149332
Cahyawati, D., Delima, N., & Gunarto, M. (2023). The impact of undergraduate students' mathematics anxiety and self-concept on their self-regulated learning and mathematics performance. Jurnal Elemen, 9(1), 183-196. https://doi.org/10.29408/jel.v9i1.6898
Chang, D. H. (2023). Educational Design Principles of Using AI Chatbot That Supports Self-Regulated Learning in Education: Goal Setting, Feedback, and Personalization. Sustainability, 15(17), 12921. https://doi.org/10.3390/su151712921
Cheraghi, B., Torabi, T., Mohammadi, T., & Taghavi, M. (2019). Investigating the Factors of Non-Realizing Sustainable Economic Growth in Terms of Social Capital in Iran's Economy. Economic Growth and Development Research, 9(34), 77-98. https://doi.org/10.30473/egdr.2018.40618.4846
Chiu, T. K. F. (2024). A Classification Tool to Foster Self-Regulated Learning With Generative Artificial Intelligence by Applying Self-Determination Theory: A Case of ChatGPT. Educational Technology Research and Development, 72(4), 2401-2416. https://doi.org/10.1007/s11423-024-10366-w
Dewi, A. S., & Kuswandono, P. (2024). Investigating the Role of Volitional and Motivational Factors for Postgraduate
Students' Self-Regulated Learning in Academic Reading. Language Circle: Journal of Language and Literature, 18(2), 323-332. https://doi.org/10.15294/lc.v18i2.47654
Erdoğdu, M. Y. (2019). The mediating role of school engagement in the relationship between attitude toward learning and academic achievement. International Journal of Education and Literacy Studies, 7(2), 75-81.https://journals.aiac.org.au/index.php/IJELS/article/view/5354
Feng, J. (2024). The Mediating Effect of Psychological Resilience Between Individual Social Capital and Mental Health in the Post-Pandemic Era: A Cross-Sectional Survey Over 300 Family Caregivers of Kindergarten Children in Mainland China. Social Sciences, 13(2), 122. https://doi.org/10.3390/socsci13020122
Gamoran, A., Miller, H. K., Fiel, J. E., & Valentine, J. L. (2021). Social Capital and Student Achievement: An Intervention-Based Test of Theory. Sociology of Education, 94(4), 294-315. https://doi.org/10.1177/00380407211040261
Geraee, N., & Soltani, R. (2019). The Relationship Between Family Social Capital, Social Media Use and Life Satisfaction in Adolescents. Health Promotion Perspectives, 9(4), 307-313. https://doi.org/10.15171/hpp.2019.42
Getie, A. S. (2020). Factors affecting the attitudes of students towards learning English as a foreign language. Cogent Education, 7(1), 1738184. https://doi.org/10.1080/2331186X.2020.1738184
Holzer, J., Korlat, S., Pelikan, E., Schober, B., Spiel, C., & Lüftenegger, M. (2023). The Role of Parental SelfEfficacy Regarding Parental Support for Early Adolescents’ Coping, Self-Regulated Learning, Learning SelfEfficacy and Positive Emotions. The Journal of Early Adolescence. https://doi.org/10.1177/02724316231162306
Jahangard, H., Ghorban Jahromi, R., Dortaj, F., & Seadatee Shamir, A. (2022). The mediating role of attitudes toward learning and tolerance of ambiguity in the relationship between the need for cognition and the need for closure on the working memory of High School Students. Educational Psychology, 18(63), 31-58. https://jep.atu.ac.ir/article_15023.html
Lee, M. Y., & Park, S. S. (2016). Influence of family strength on the Psychological well-being of adults-focusing on mediation effect of social capital. Indian Journal of Science and Technology, 9(26), 1-6. https://doi.org/10.17485/ijst/2016/v9i26/97295
Masoomi Jahandizi, H., Ahmadi, M. S., Hejazi, M., & Vakili, M. M. (2023). Predicting Academic Engagement Based on Self-Regulated Learning Strategies and Academic Emotions in Medical Students. Journal of Medical Education Strategies, 16(2), 115-123. https://edcbmj.ir/browse.php?a_id=3099&sid=1&slc_lang=en
Mehri, K. (2005). The Impact of Social Capital on Academic Success of Students in Tabriz. Quarterly Journal Of Family and Research(2).
Nguyen, V. T. T., & Chen, H. L. (2023). Examining Impacts of Information System Success and Perceived Stress on Students’ Self-Regulated Learning Mediated by Intrinsic Motivation in Online Learning Environments: Second-Order Structural Equation Modelling Analyses. Education and Information Technologies. https://doi.org/10.1007/s10639-023-11685-w
Perry, N. E., VandeKamp, K. O., Mercer, L. K., & Nordby, C. J. (2023). Investigating Teacher-Student Interactions That Foster Self-Regulated Learning. In Using Qualitative Methods To Enrich Understandings of Self-regulated Learning (pp. 5-15). https://doi.org/10.4324/9781410608529-2
Sarvar, R., Mousavi, M. N., & Bagheri Kashkooli, A. (2015). Analysis of relationship between social capital and Sense of ethnic Integration in Urmia City (Case Study: ethnic Turk and Kurd). Quarterly Journal of Human Geography, 7(1), 69. https://www.magiran.com/paper/1406711
Stebner, F., Schuster, C., Weber, X.-L., Greiff, S., Leutner, D., & Wirth, J. (2022). Transfer of metacognitive skills in self-regulated learning: effects on strategy application and content knowledge acquisition. Metacognition and Learning, 17(3), 715-744. https://doi.org/10.1007/s11409-022-09322-x
Wang, T., & Lajoie, S. P. (2023). How does cognitive load interact with self-regulated learning? A dynamic and integrative model. Educational psychology review. https://doi.org/10.1007/s10648-023-09794-6
Younesi, M. J., & Salehi, M. (2023). The relationship between personality traits and self-regulated learning with academic performance among high school students in Eqlid. Journal of Principles of Mental Health, Special Issue of the Third International Conference on Psychology and Educational Sciences,
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