Unpacking the relationship between L2 grit profiles and foreign language engagement among Chinese university students
DOI:
https://doi.org/10.30827/portalin.vi45.31346Keywords:
L2 grit profiles, FL engagement, latent profile analysis, gender differencesAbstract
This study examines the relationship between L2 grit components, namely, perseverance of effort (PE) and consistency of interest (CI), and foreign language (FL) engagement components (i.e., emotional engagement, behavioral engagement, cognitive engagement, and agentic engagement) using a person-centered approach with a sample of 400 Chinese university students. Results showed that female students reported higher behavioral and emotional engagement, while no gender differences were found in PE or CI. Moreover, PE was more strongly associated with FL engagement than CI. In addition, PE was more related to behavioral engagement than CI, while CI was more related to emotional engagement than PE. Latent profile analysis revealed four L2 grit profiles: high-all, average-all, low-all, and low PE and high CI. Learners in the high-all profile showed the highest FL engagement, while those with low PE and high CI had similar low FL engagement levels to the low-all group. These findings highlight the nonlinear nature of the grit-engagement relationship and emphasize the importance of PE in exam-driven contexts. Pedagogically, the study suggests that developing tailored interventions based on specific L2 grit profiles could improve learner engagement in FL classrooms.
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References
Byrne, B. M. (2001). Structural equation modeling with AMOS: Basic concepts, applications, and programming. Lawrence Erlbaum.
Christensen, R., & Knezek, G. (2014). Comparative measures of grit, tenacity and perseverance. International Journal of Learning, Teaching and Educational Research, 8, 16–30.
Datu, J. A. D. (2021). Beyond passion and perseverance: Review and future research initiatives on the science of grit. Frontiers in Psychology, 11, 545526. https://doi.org/10.3389/fpsyg.2020.545526
Datu, J. A. D., & Fong, R. W. (2018). Examining the association of grit with test emotions among Hong Kong Chinese primary school students. School Psychology International, 39(5), 510-525. https://doi.org/10.1177/0143034318793468
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. https://doi.org/10.1207/S15327965PLI1104_01
Dehkordi, M., Jabbari, A. A., & Mazdayasna, G. (2021). Examining the association of grit profiles with big five personality and achievement among Iranian foreign language learners. Frontiers in Psychology, 12, 801844. https://doi.org/10.3389/fpsyg.2021.801844
Demir, Y. (2024). L2 grit: A structured approach to preliminary biblio-systematic review. System, 123, 103353. https://doi.org/10.1016/j.system.2024.103353
Derakhshan, A., & Fathi, J. (2024). Growth mindset and ideal L2 self as predictors of student engagement in EFL students: The mediating role of L2 grit. Porta Linguarum Revista Interuniversitaria de Didáctica de las Lenguas Extranjeras, (IX), 69-91. https://doi.org/10.30827/portalin.viIX.29899
Dörnyei, Z. (2007). Research methods in applied linguistics. Oxford University Press.
Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit: Perseverance and passion for long-term goals. Journal of Personality and Social Psychology, 92(6), 1087–1101. https://doi.org/10.1037/0022-3514.92.6.1087
Fan, N., Yang, C., Kong, F., & Zhang, Y. (2024). Low-to mid-level high school first-year EFL learners’ growth language mindset, grit, burnout, and engagement: Using serial mediation models to explore their relationships. System, 125, 103397. https://doi.org/10.1016/j.system.2024.103397
Ferguson, S. L., Moore, E. W. G., & Hull, D. M. (2020). Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers. International Journal of Behavioral Development, 44, 458–468. https://doi.org/10.1177/0165025419881721
Fernández-González, C., & Ledo, M. (2025). Grit and L2 grit research in SLA (2013–2025): A scoping review and quality assessment. Studies in Second Language Acquisition. https://doi.org/10.17605/osf.io/fwe43
Hiver, P., Al-Hoorie, A. H., Vitta, J. P., & Wu, J. (2024). Engagement in language learning: A systematic review of 20 years of research methods and definitions. Language Teaching Research, 28(1), 201-230. https://doi.org/10.1177/13621688211001289
Jiang, H., & Yu, X. (2025). L2 grit and its association with online learning engagement and interaction strategies: A structural equation model. The Asia-Pacific Education Researcher, 34, 1145–1156. https://doi.org/10.1007/s40299-024-00929-z
Jin, Y. (2024). Motivating students to actively engage in EFL classrooms: Exploring the role of L2 grit and foreign language enjoyment. Learning and Motivation, 85, 101960. https://doi.org/10.1016/j.lmot.2024.101960
Jung, T., & Wickrama, K. (2008). An introduction to latent class growth analysis and growth mixture modeling. Social and Personality Psychology Compass, 2(1), 302–317. https://doi.org/10.1111/j.1751-9004.2007.00054.x
Khajavy, G. H. (2021). Modeling the relations between foreign language engagement, emotions, grit and reading achievement. In Student engagement in the language classroom (pp. 241-259). https://doi.org/10.21832/9781788923613-016
Kim, H. Y. (2013). Statistical notes for clinical researchers: Assessing normal distribution (2) using skewness and kurtosis. Restorative Dentistry and Endodontics, 38(1), 52–54. https://doi.org/10.5395/rde.2013.38.1.52
Li, C., & Yang, Y. (2024). Domain-general grit and domain-specific grit: Conceptual structures, measurement, and associations with the achievement of German as a foreign language. International Review of Applied Linguistics in Language Teaching, 62(4), 1513–1537. https://doi.org/10.1515/iral-2022-0196
Li, J., King, R. B., & Wang, C. (2022). Profiles of motivation and engagement in foreign language learning: Associations with emotional factors, academic achievement, and demographic features. System, 108, 102820. https://doi.org/10.1016/j.system.2022.102820
Li, M. (2024). The interplay between perceived teacher support, grit, and academic engagement among Chinese EFL learners. Learning and Motivation, 85, 101965. https://doi.org/10.1016/j.lmot.2024.101965
Luan, L., Jing, B., Hong, J.-C., & Lin, P.-H. (2025). The mediating effects of online learning engagement on the relationship between Chinese university students’ L2 grit and their English language achievement. System, 131, 103689. https://doi.org/10.1016/j.system.2025.103689
Mercer, S. (2019). Language learner engagement: Setting the scene. In X. Gao (Ed.), Second Handbook of English Language Teaching (pp. 643–660). Springer.
Mercer, S., & Dörnyei, Z. (2020). Engaging language learners in contemporary classrooms. Cambridge University Press.
Muthén, B., & Asparouhov, T. (2012). Bayesian structural equation modeling: A more flexible representation of substantive theory. Psychological Methods, 17(3), 313–335. https://doi.org/10.1037/a0026802
Muthén, L. K., & Muthén, B. O. (2017). Mplus: Statistical analysis with latent variables: User’s guide: Version 8. Muthén and Muthén.
Oga-Baldwin, W. Q., & Nakata, Y. (2017). Engagement, gender, and motivation: A predictive model for Japanese young language learners. System, 65, 151-163. http://dx.doi.org/10.1016/j.system.2017.01.011
Oga-Baldwin, W.L.Q. (2019). Acting, thinking, feeling, making: The engagement process in language education. System, 86, 102–120. https://doi.org/10.1016/j.system.2019.102128
Plonsky, L., & Oswald, F. L. (2014). How big is “big”? Interpreting effect sizes in L2 research. Language Learning, 64, 878-912. https://doi.org/10.1111/lang.12079
Reeve, J. (2012). A self-determination theory perspective on student engagement. In S. L. Christenson, A. L. Reschly, and C. Wylie (Eds.), Handbook of research on student engagement (pp. 149-172). Springer US.
Reeve, J. (2013). How students create motivationally supportive learning environments for themselves: The concept of agentic engagement. Journal of Educational Psychology, 105(3), 579–595. https://doi.org/10.1037/a0032690
Reeve, J., & Tseng, C.M. (2011). Agency as a fourth aspect of students’ engagement during learning activities. Contemporary Educational psychology, 36, 257–267.
Sadoughi, M., & Hejazi, S. Y. (2023). Teacher support, growth language mindset, and academic engagement: The mediating role of L2 grit. Studies in Educational Evaluation, 77, 101251. https://doi.org/10.1016/j.stueduc.2023.101251
Schmidt, R. (2001). Attention. In Robinson, P. (Ed.), Cognition and second language instruction (pp. 3–32). Cambridge University Press.
Shi, H., & Sun, W. (2025a). Exploring emotional regulation, well-being, and academic engagement: A comparative study among Chinese high school and college EFL learners. Journal of Applied Developmental Psychology, 98, 101773. https://doi.org/10.1016/j.appdev.2025.101773
Shi, H., & Sun, W. (2025b). Unpacking the association between growth mindset, L2 grit, conscientiousness, and foreign language performance in a Chinese EFL context. International Journal of Applied Linguistics, 35(3), 1413-1426. https://doi.org/10.1111/ijal.12713
Sudina, E., & Plonsky, L. (2021). Academic perseverance in foreign language learning: an investigation of language-specific grit and its conceptual correlates. The Modern Language Journal, 105(4), 829-857. https://doi.org/10.1111/modl.12738
Sun, W., Shi, H., & Yan, Y. (2024). Contributions of ideal L2 self, grit, and boredom to engagement in an EFL context: A structural equation modeling approach. The Asia-Pacific Education Researcher, 33(1), 1161-1172. https://doi.org/10.1007/s40299-023-00786-2
Teimouri, Y., Plonsky, L., & Tabandeh, F. (2022). L2 grit: Passion and perseverance for second-language learning. Language Teaching Research, 26(5), 893-918. https://doi.org/10.1177/1362168820921895
Teimouri, Y., Tahmouresi, S., & Tabandeh, F. (2024). The Interplay of Mindsets, Aptitude, Grit, and Language Achievement: What Role Does Gender Play? Studies in Second Language Acquisition, 1-24. https://doi.org/10.1017/S0272263124000330
Tein, J. Y., Coxe, S., & Cham, H. (2013). Statistical Power to Detect the Correct Number of Classes in Latent Profile Analysis. Structural equation modeling: a multidisciplinary journal, 20(4), 640–657. https://doi.org/10.1080/10705511.2013.824781
Zhan, S., & Zhong, S. (2025). A latent profile analysis of future selves and grit among multilingual learners: Associations with language learning engagement. System, 129, 103590. https://doi.org/10.1016/j.system.2024.103590
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