Abstract
Self-concept and self-efficacy have been acknowledged as critical predictors of foreign language (L2) learning. However, these two constructs are so closely intertwined that how they function together during L2 learning remains to be determined. The current project aimed to reveal two uncertainties: the bidirectional relationship between L2 self-concept and L2 self-efficacy and their relative effects on L2 achievement. We designed two independent studies: a two-wave longitudinal study to address the bidirectional issue (Study 1) and a correlational study for the relative importance issue (Study 2). For Study 1, we conducted cross-lagged structural equation modeling and found the one-directional relationship from self-concept to self-efficacy. For Study 2, we applied multilevel–structural equation modeling and found that only self-concept significantly predicted L2 achievement. These results provided evidence revealing the directional relationship between L2 self-concept and L2 self-efficacy and evidence supporting the relatively more important role of L2 self-concept in predicting L2 achievement.
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Data Availability Statement
The data used in this study are available from the author at reasonable request.
References
Anam, S., & Stracke, E. (2020). The role of self-efficacy beliefs in learning English as a foreign language among young Indonesians. TESOL Journal, 11(1), e440. https://doi.org/10.1002/tesj.440
Arens, A. K., Frenzel, A. C., & Goetz, T. (2020). Self-concept and self-efficacy in math: Longitudinal interrelations and reciprocal linkages with achievement. The Journal of Experimental Education. https://doi.org/10.1080/00220973.2020.1786347
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
Bandura, A. (1986). The explanatory and predictive scope of self-efficacy theory. Journal of Social and Clinical Psychology, 4(3), 359–373. https://doi.org/10.1521/jscp.1986.4.3.359
Bong, M., Cho, C., Ahn, H. S., & Kim, H. J. (2012). Comparison of self-beliefs for predicting student motivation and achievement. The Journal of Educational Research, 105(5), 336–352. https://doi.org/10.1080/00220671.2011.627401
Bong, M., & Clark, R. E. (1999). Comparison between self-concept and self-efficacy in academic motivation research. Educational Psychologist, 34(3), 139–153. https://doi.org/10.1207/s15326985ep3403_1
Bong, M., & Skaalvik, E. M. (2003). Academic self-concept and self-efficacy: How different are they really? Educational Psychology Review, 15(1), 1–40. https://doi.org/10.1023/A:1021302408382
Byrne, B. M. (2011). Structural equation modeling with Mplus: Basic concepts, applications, and programming. Routledge. https://doi.org/10.4324/9780203807644.
Cai, Y., King, R., Wu, W., & McInerney, D. M. (2019). Which comes first? Modeling the relationships among intrinsic-extrinsic goals, metacognitive strategies and English achievement using multilevel cross-lagged structural equation modeling. Learning and Individual Differences, 74, 101750. https://doi.org/10.1016/j.lindif.2019.06.004.
Cai, Y., & Xing, K. (2023). Examining the mediation of engagement between self-efficacy and language achievement. Journal of Multilingual and Multicultural Development. https://doi.org/10.1080/01434632.2023.2217801.
Cai, Y., & Zhao, C. (2023). Metacognitive strategies and self-efficacy co-shape L2 achievement: A multilevel structural equation modeling approach. System. https://doi.org/10.1016/j.system.2023.103099.
Cai, Y. & Jiang, Z. (Forthcoming). Female students and students from more affluent families benefit more from fear of failure in learning achievements: A study based on 77 economies. Learning and Individual Differences.
Chao, C. N. G., McInerney, D. M., & Bai, B. (2019). Self-efficacy and Self-concept as Predictors of Language Learning Achievements in an Asian Bilingual Context. The Asia-Pacific Education Researcher, 28(2), 139–147. https://doi.org/10.1007/s40299-018-0420-3
Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. https://doi.org/10.1080/10705510701301834
Chen, M., Chai, C.-S., Jong, M.S.-Y., & Chao, G.C.-N. (2021). Modeling learners’ self-concept in Chinese descriptive writing based on the affordances of a virtual reality-supported environment. Education and Information Technologies, 26, 6013–6032. https://doi.org/10.1007/s10639-021-10582-4
Chen, R., Iqbal, J., Liu, Y., Zhu, M., & Xie, Y. (2022). Impact of self-concept, self-imagination, and self-efficacy on English language learning outcomes among blended learning students during COVID-19. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2022.784444
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902_5
Choi, N. (2005). Self-efficacy and self-concept as predictors of college students’ academic performance. Psychology in the Schools, 42(2), 197–205. https://doi.org/10.1002/pits.20048
Desideri, L., Ottaviani, C., Cecchetto, C., & Bonifacci, P. (2019). Mind wandering, together with test anxiety and self-efficacy, predicts student’s academic self-concept but not reading comprehension skills. British Journal of Educational Psychology, 89(2), 307–323. https://doi.org/10.1111/bjep.12240
Giladi, A., Koslowsky, M., & Davidovitch, N. (2022). Effort as a mediator of the relationship between English learning self-efficacy and reading comprehension performance in the EFL field: A longitudinal study. International Journal of Higher Education. https://doi.org/10.5430/ijhe.v11n1p114
Harris, J. (2022). Measuring listening and speaking self-efficacy in EFL contexts: The development of the Communicative SE Questionnaire. Language Teaching Research. https://doi.org/10.1177/136216882210916
Holenstein, M., Bruckmaier, G., & Grob, A. (2022). How do self-efficacy and self-concept impact mathematical achievement? The case of mathematical modelling. British Journal of Educational Psychology, 92(1), 155–174. https://doi.org/10.1111/bjep.12443
Jansen, M., Scherer, R., & Schroeders, U. (2015). Students’ self-concept and self-efficacy in the sciences: Differential relations to antecedents and educational outcomes. Contemporary Educational Psychology, 41, 13–24. https://doi.org/10.1016/j.cedpsych.2014.11.002
Kitsantas, A., Cheema, J., & Ware, H. W. (2011). Mathematics achievement: The role of homework and self-efficacy beliefs. Journal of Advanced Academics, 22(2), 310–339. https://doi.org/10.1177/1932202X1102200206
Marsh, H. W., Pekrun, R., Parker, P. D., Murayama, K., Guo, J., Dicke, T., & Arens, A. K. (2018). The murky distinction between self-concept and self-efficacy: Beware of lurking jingle-jangle fallacies. Journal of Educational Psychology, 111(2), 331–353. https://doi.org/10.1037/edu0000281
Mattingly, B. A., & Lewandowski, G. W., Jr. (2013). An expanded self is a more capable self: The association between self-concept size and self-efficacy. Self and Identity, 12(6), 621–634. https://doi.org/10.1080/15298868.2012.718863
McInerney, D. M., Cheng, R. W., Mok, M. M. C., & Lam, A. K. H. (2012). Academic self-concept and learning strategies: Direction of effect on student academic achievement. Journal of Advanced Academics, 23(3), 249–269. https://doi.org/10.1177/1932202X12451020
Mendoza, L., Lehtonen, T., Lindblom-Ylänne, S., & Hyytinen, H. (2022). Exploring first-year university students’ learning journals: Conceptions of second language self-concept and self-efficacy for academic writing. System, 106, 102759. https://doi.org/10.1016/j.system.2022.102759
Mercer, S. (2011). Language learner self-concept: Complexity, continuity, and change. System, 39(3), 335–346. https://doi.org/10.1016/j.system.2011.07.006
Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of Educational Research, 66(4), 543–578. https://doi.org/10.2307/1170653
Pintrich, P. R., Smith, D. A. F., Garcia, T., & McKeachie, W. J. (1991). A manual for the use of the Motivated Strategies for Learning Questionnaire (MSLQ). The University of Michigan.
Schöber, C., Schütte, K., Köller, O., McElvany, N., & Gebauer, M. M. (2018). Reciprocal effects between self-efficacy and achievement in mathematics and reading. Learning and Individual Differences, 63, 1–11. https://doi.org/10.1016/j.lindif.2018.01.008
Shavelson, R. J., Hubner, J. J., & Stanton, G. C. (1976). Self-concept: Validation of construct interpretations. Review of Educational Research, 46(3), 407–441. https://doi.org/10.3102/00346543046003407
Thompson, G., Aizawa, I., Curle, S., & Rose, H. (2019). Exploring the role of self-efficacy beliefs and learner success in English medium instruction. International Journal of Bilingual Education and Bilingualism. https://doi.org/10.1080/13670050.2019.1651819
Valentine, J. C., DuBois, D. L., & Cooper, H. (2004). The relation between self-beliefs and academic achievement: A meta-analytic review. Educational psychologist, 39(2), 111–133. https://doi.org/10.1207/s15326985ep3902_3.
Wang, C., Kim, D.-H., Bong, M., & Ahn, H. S. (2013). Examining measurement properties of an English self-efficacy scale for English language learners in Korea. International Journal of Educational Research, 59, 24–34. https://doi.org/10.1016/j.ijer.2013.02.004
Wang, C., & Sun, T. (2020). Relationship between self-efficacy and language proficiency: A meta-analysis. System, 95, 102366. https://doi.org/10.1016/j.system.2020.102366
Widaman, K. F., & Reise, S. P. (1997). Exploring the measurement invariance of psychological instruments: Applications in the substance use domain. In K. J. Bryant, M. Windle, & S. G. West (Eds.), The science of prevention: Methodological advances from alcohol and substance abuse research (pp. 281–324). American Psychological Association.
Wolff, F., Sticca, F., Niepel, C., Götz, T., Van Damme, J., & Möller, J. (2021). The reciprocal 2I/E model: An investigation of mutual relations between achievement and self-concept levels and changes in the math and verbal domain across three countries. Journal of Educational Psychology, 113(8), 1529–1549. https://doi.org/10.1037/edu0000632
Zimmerman, B. J. (2000). Self-efficacy: An essential motive to learn. Contemporary Educational Psychology, 25(1), 82–91. https://doi.org/10.1006/ceps.1999.1016
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Cai, Y. The Bidirectional Relationship Between Self-Concept and Self-Efficacy and Their Relative Importance to Foreign Language Learning Achievement. Asia-Pacific Edu Res (2024). https://doi.org/10.1007/s40299-024-00836-3
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DOI: https://doi.org/10.1007/s40299-024-00836-3