Longitudinal effect of learning environment, learner motivation, and self-regulation strategies on EFL students’ L2 achievement
DOI:
https://doi.org/10.30827/portalin.vi45.30620Keywords:
structural modeling, longitudinal effect, English learning motivationAbstract
This study investigates the structural relationships among learning environment, English learning motivation, self-regulation strategies, and English achievement among elementary, junior high, and high school students in South Korea using structural equation modeling. We analyzed data from the Korean Education Longitudinal Study 2013, including the second year (sixth grade in elementary school), fifth year (third year in junior high school), and seventh year (second year in high school). The results reveal that as students progressed through different school levels, the factors influencing their English achievement varied. Specifically, self-regulation strategies, particularly behavioral regulation, consistently influenced English achievement regardless of school level. However, the direct impact of intrinsic motivation on learning English was observed only among high school students. This finding shows that factors directly affecting English achievement varied with changes in school level, which underscores the importance of educators and educational institutions recognizing the unique characteristics of students at different school levels. Moreover, it highlights the essential need to develop instructional strategies that enhance students’ motivation levels according to the school level.
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Akbari, R., & Allvar, NK. (2010). L2 teacher characteristics as predictors of students’ academic achievement. Teaching English as a Second or Foreign Language, 13(4), 1-22.
Bhatti, A., Pathan, H., Tabieh, A. A. S., & Hassan, A. (2020). Impact of learner-learner rapport on L2 learning: A study of public sector universities in Sindh, Pakistan. Asian EFL Journal Research Articles, 27(4.6), 1-23.
Bronk, K. C. (2013). Purpose in life: A critical component of optimal youth development. Springer Science & Business Media.
Butler, Y. G., & Le, V. N. (2018). A longitudinal investigation of parental social-economic status (SES) and young students' learning of English as a foreign language. System, 73, 4-15.
Chen, J. (2022). The effectiveness of self-regulated learning interventions on L2 learning achievement, strategy employment and self-efficacy: A meta-analytic study. Frontiers in Psychology, 13, 1-17. https://doi.org/10.3389/fpsyg.2022.1021101
Cho, H. (2014). A meta-analysis of the relationship between self-determination and self-regulated learning. The Korean Journal of Child Education, 23(2), 233-251.
Cho, H.-C. (2011). The effects of academic motivation, self-determination, goal orientation, self-perception, implicit theory of intelligence and self-regulated learning strategies on learning attitude, behavior and outcomes. The Korean Journal of Educational Psychology, 25(1), 33-60.
Danesh, J., & Shahnazari, M. (2020). A structural relationship model for resilience, L2 learning motivation, and L2 proficiency at different proficiency levels. Learning and Motivation, 72, 101636. https://doi.org/10.1016/j.lmot.2020.101636
Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268.
Fan, W., & Williams, C. M. (2010). The effect of parental involvement on students’ academic self-efficacy, engagement and intrinsic motivation. Educational Psychology, 30(1), 53-74.
Fan, X., & Chen, (2001). Parental involvement and students’ academic achievement: A meta-analysis. Educational Psychology Review, 13(1), 1-22.
Getie, A. S. (2020). Factors affecting the attitudes of students towards learning English as a foreign language. Cogent Education, 7, 1738184. https://doi.org/10.1080/2331186X.2020.1738184
Hermessi, T. (2023). Motivation for learning EFL in Tunisia: An eclectic theoretical approach and a structural equation modeling approach. Innovation in Language Learning and Teaching, 17(2), 235-253. https://doi-org/10.1080/17501229.2021.2012477
Kim, K. R., & Seo, E. H. (2018). The relationship between teacher efficacy and students’ academic achievement: A meta-analysis. Social Behavior and Personality, 46, 529–540.
Kim, M. (2018). An analysis of the relationship between college students’ learner variables and their English speaking learning strategies. New Korean Journal of English Language and Literature, 60(1), 181-20.
Kline, B. (2006). Principal and practice of structural equation modeling. The Guilford Press.
Lee, S., Lee, Y., Park, S.-Y., & Ham, E. (2021). An exploration of self-regulated learning behavior data: International research on learning analytics. Journal of Educational Technology, 37(2), 191-236.
Lee, W. & Han, C. (2022). The mediating effect of academic enthusiasm and grit in the relationship between perceived positive parental attitudes and self-esteem for middle school students. Korean Journal of Youth Studies, 29(9), 53-81.
Li, C. (2022). Foreign language learning boredom and enjoyment: The effects of learner variables and teacher variables. Language Teaching Research, 0(0). https://doi.org/10.1177/13621688221090324
MacIntyre, P. D., & Gregersen, T. (2012). Emotions that facilitate language learning: The positive-broadening power of the imagination. Studies in Second Language Learning and Teaching, 2, 193-213.
Maddi, S. (1999). Comments on trends in hardiness research and theorizing. Consulting Psychological Journal, 51(2), 67–71.
Manganelli, S., Cavicchiolo, E., Mallia, L., Biasi, V., Lucidi, F., & Alivernini, F. (2019). The interplay between self-determined motivation, self-regulated cognitive strategies, and prior achievement in predicting academic performance. Educational Psychology, 39(4), 470-488.
Mercer, S. (2019). Language learner engagement: Setting the scene. In X. Gao (Ed.), Second handbook of English language teaching (pp. 643-660). Springer.
Moon, E.-S. & Kim, C.-H. (2003). The relationships between parents’ perceptions of parental involvement and the academic motivation and achievement of elementary and middle school students. The Korean Journal of Educational Psychology, 17(2), 271-288.
Nam, G.-Y., & Maeng, U.-K. (2018). The effect of self-directed learning strategy on Korean & English academic achievement: Meta analysis. Language & Information Society, 35. 5-36.
Park, E. & Kim, J. (2022). The effects of the learning variables and self-regulated learning strategy affecting academic achievement of a general English online course. English Language Assessment, 17(2), 205-228.
Reeve, J. (2012). A self-determination theory perspective on student engagement. In S. L. Christenson, A. L. Reschly & C. Wylie. (Eds.), Handbook of research on student engagement (pp. 149-172). Springer.
Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25, 54-67.
Safdari, S. (2021). Operationalizing L2 motivational self system: Improving EFL learners’ motivation through a vision enhancement program. Language Teaching Research, 25(2), 282-305.
Schunk, D. H., & Zimmerman, B. J. (Eds.). (2023). Self-regulation of learning and performance: Issues and educational applications. Taylor & Francis.
Sotardi, V. A. (2016). Understanding student stress and coping in elementary school: A mixed‐method, longitudinal study. Psychology in the Schools, 53(7), 705-721.
Stroud, R. (2021). The effects of strategic planning and rehearsal on second language group discussion task performance. The Language Learning Journal, 49(5), 499-512.
Takahashi, C., & Im, S. (2020). Comparing self-determination theory and the L2 motivational self system and their relationships to L2 proficiency. Studies in Second Language Learning and Teaching, 10(4), 673-696.
Wi, H, & Joh, J. (2010). The relationships among English learning motivation, learning strategy, and English achievement: A study of Korean high school students. Korean Journal of English Language and Linguistics, 10(4), 807-838.
Winke, P., & Gass, S. M. (2018). Individual differences in advanced proficiency. In P. A. Malovrh & A. G. Benati (Eds.), The handbook of advanced proficiency in second language acquisition (pp. 157-178). Routledge.
Wolters, C. A., & Hussain, M. (2015). Investigating grit and its relations with college students’ self-regulated learning and academic achievement. Metacognition and Learning, 10, 293-311.
Zhou, S. A., & Hiver, P. (2022). The effect of self-regulated writing strategies on students’ L2 writing engagement and disengagement behaviors. System, 106, 102768. https://doi.org/10.1016/j.system.2022.102768
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