Abstract
Past research has consistently revealed that students’ academic self-efficacy is strongly related to academic achievement. Furthermore, some researchers have suggested that academic self-efficacy is associated with learning environment constructs of involvement, teacher support, investigation and cooperation. The purpose of this study was to investigate the effect of academic self-efficacy on mathematics achievement. Additionally, the mediating role of academic self-efficacy in the relationship between students’ perception of the learning environment and academic achievement was examined. The learning environment was assessed with one scale (involvement) from What Is Happening In this Class? (WIHIC) questionnaire. The academic self-efficacy scale was based on the Morgan-Jinks Student Efficacy Scale (MJSES). The study analysed the data collected from 352 mathematics students attending three colleges in Abu Dhabi, United Arab Emirates, using structural equation modelling to validate the questionnaires and to investigate the hypothesized relationships. The mediating effect of academic self-efficacy on the relationship between involvement and mathematics achievement was examined. The results of this study indicated that students’ academic self-efficacy could play a mediating role in the relationship between students’ involvement and mathematics achievement. In addition, involvement was an influential predictor of academic self-efficacy.
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References
Aldridge, J. M., Afari, E., & Fraser, B. J. (2013). Influence of teacher support and personal relevance on academic self-efficacy and enjoyment of mathematics lessons: A structural equation modeling approach. Alberta Journal of Educational Research, 58(4), 614–633.
Aldridge, J. M., Fraser, B. J., & Huang, I. T. C. (1999). Investigating classroom environments in Taiwan and Australia with multiple research methods. Journal of Educational Research, 93, 48–57.
Alt, D. (2015). Assessing the contribution of a constructivist learning environment to academic self-efficacy in higher education. Learning Environment Research, 18, 47–67.
Arslan, G. (2016). Relationship between sense of rejection, academic achievement, academic efficacy, and educational purpose in high school students. Education & Science, 41(183), 293–304.
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84, 191–215.
Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Prentice Hall.
Bandura, A. (1997). Self-efficacy: The exercise of control. Freeman.
Bandura, A. (2012). On the functional properties of perceived self-efficacy revisited [Editorial]. Journal of Management, 38(1), 9–44.
Barclay, D., Higgins, C., & Thompson, R. (1995). The partial least squares (PLS) approach to causal modeling: Person computer adoption and uses as an illustration. Technology Studies, 2, 285–309.
Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238–246.
Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88, 588–606.
Boahene, K. O., Fang, J., &Sampong, F. (2019). Social media usage and tertiary students’ academic performance: Examining the influences of academic self-efficacy and innovation characteristics. Sustainability, 11(8), 2431. https://doi.org/10.3390/su11082431
Cohen, J. (1992). Quantitative methods in psychology: A power primer. Psychological Bulletin, 112, 155–159.
Collier, J. E. (2020). Applied structural equation modeling using AMOS: Basic to advanced techniques. Routledge.
Daemi, M. N., Tahriri, A., & Zafarghandi, A. M. (2017). The Relationship between Classroom Environments and EFL Learners’ academic self-efficacy. International Journal of Education & Literacy Studies, 5(4), 16–23.
Dorman, J. P. (2001). Associations between classroom environment and academic efficacy. Learning Environments Research, 4, 243–257.
Dorman, J. P., & Fraser, B. J. (2009). Psychological environment and affective outcomes in technology-rich classrooms: Testing a causal model. Social Psychology of Education, 12, 77–99.
Elias, S. M., & MacDonald, S. (2007). Using past performance, proxy efficacy, and academic self-efficacy to predict college performance. Journal of Applied Social Psychology, 37, 2518–2531.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18, 39–50.
Fraser, B. J. (2012). Classroom learning environments: Retrospect, context and prospect. In B. J. Fraser, K. G. Tobin, & C. J. McRobbie (Eds.), Second international handbook of science education (pp. 1191–1239). Springer.
Hayat, A. A., Shateri, K., Amini, M., & Shokrpour, N. (2020). Relationships between academic self-efficacy, learning-related emotions, and metacognitive learning strategies with academic performance in medical students: A structural equation model. BMC Medical Education, 20. https://doi.org/10.1186/s12909-020-01995-9
Honicke, T., & Broadbent, J. (2016). The influence of academic self-efficacy on academic performance: A systematic review. Educational Research Review, 17, 63–84.
Hulland, J. (1999). Use of partial least squares (PLS) in strategic management research: A review of four recent studies. Strategic Management Journal, 20, 195–204.
Hwang, M. H., Choi, H. C., Lee, A., Culver, J. D., & Hutchison, B. (2016). The relationship between self-efficacy and academic achievement: a 5-year panel analysis. Asia-Pacific Educational Research, 25(1), 89–98.
Jinks, J., & Morgan, V. (1999). Children’s perceived academic self-efficacy: An inventory scale. The Clearing House, 72, 224–230.
Jung, K.-R., Zhou, A. Q., & Lee, R. M. (2017). Self-efficacy, self-discipline and academic performance: Testing a context-specific mediation model. Learning and Individual Differences, 60, 33–39.
Kline, R. B. (2016). Principles and practices of structural equation modeling (4th ed.). New York: GuilfordPress
Lane, J., & Lane, A. M. (2001). Self-efficacy and academic performance. Social Behavior and Personality, 29, 687–694.
Lee, Y.-K., & Seo, E. (2021). Longitudinal relations between South Korean adolescents’ academic self-efficacy and values in mathematics and English. British Journal of Educational Psychology, 91, 217–236.
Lv, B., Zhou, H., Liu, C., Guo, X., Zhang, C., Liu, Z., & Luo, L. (2018). The relationship between mother–child discrepancies in educational aspirations and children’s academic achievement: The mediating role of children’s academic self-efficacy. Children and Youth Services Review, 86, 296–301.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structural modelling. Psychological Methods, 1(2), 130–149.
Muthen, L. K., &Muthen, B. O. (1998–2019). Mplus (Version 8.3) [Computer software]. Muthen & Muthen.
Musa, M. (2020). Academic self-efficacy and academic performance among university undergraduate students: An antecedent to academic success. European Journal of Education Studies, 7(3), 135–148.
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill.
Pajares, E. (1996). Self–efficacy beliefs in academic settings. Review of Educational Research, 66, 543–578.
Pintrich, P. R. (2003). A motivational science perspective on the role of student motivation in learning and teaching contexts. Journal of Educational Psychology, 95(4), 667–686. https://doi.org/10.1037/0022-0663.95.4.667
Schunk, D. H., & Pajares, F. (2009). Self-efficacy theory. In K. R. Wenzel & A. Wigfield (Eds.), Educational psychology handbook series. Handbook of motivation at school (pp. 35–53). Routledge/Taylor & Francis Group.
Schunk D. H., &Ertmer P. A. (2000). Self-regulation and academic learning: Self-efficacy enhancing interventions. Handbook Self-Regul Elsevier, 631–649.
Sökmen, Y. (2021). The role of self-efficacy in the relationship between the learning environment and student engagement. Educational Studies, 47(1), 19–37.
Tosto, M. G., Asbury, K., Mazzocco, M. M. M., Petrill, S. A., Kovas, Y. (2016). From classroom environment to mathematics achievement: The mediating role of self-perceived ability and subject interest. Learning and Individual Differences, 50, 260–269.
Velayutham, S., & Aldridge, J. M. (2013). Influence of psychosocial classroom environment on students’ motivation and self-regulation in science learning: A structural equation modeling approach. Research in Science Education, 43, 507–527.
Zhen, R., Liu, R.-D., Ding, Y., Wang, J., Liu, Y., & Xu, L. (2017). The mediating roles of academic self-efficacy and academic emotions in the relation between basic psychological needs satisfaction and learning engagement among Chinese adolescent students. Learning and Individual Differences, 54, 210–216.
Zheng, B., Chang, C., Lin, C.-H., & Zhang, Y. (2021). Self-efficacy, academic motivation, and self-regulation: How do they predict academic achievement for medical students? Medical Science Educator, 31, 125–130.
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Afari, E., Eksail, F.A.A. (2022). Relationship Between Learning Environment and Academic Achievement: Mediating Role of Academic Self-efficacy. In: Khine, M.S., Nielsen, T. (eds) Academic Self-efficacy in Education. Springer, Singapore. https://doi.org/10.1007/978-981-16-8240-7_11
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