Abstract
Drawing from Expectancy-Value Theory, this study explored the extent to which the interaction between learning motives for and self-efficacy in learning English as a foreign language (EFL) predicted deep language learning strategies by involving 693 undergraduates from mainland China in a survey. Stepwise multiple regression indicated that (i) as for the impact on language use strategies, the interaction was significant between self-efficacy and instrumental motives while it was insignificant between self-efficacy and intrinsic motives; (ii) as for the impact on language learning management strategies, the interactions between self-efficacy and two motives were both significant. This study develops existing language learning theories through (i) generating evidence to support the existence of the “Expectancy × Value” interaction in the context of learning EFL, and (ii) revealing the motive-specific and strategy-specific features of the interaction when deep language learning strategies are under investigation. Implications for enhancing students’ deep language learning strategies are discussed.
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Notes
Both regression analysis and SEM analysis can be used to investigate the interaction effects. Compared with regression analysis, SEM analysis is good at controlling errors. However, since SEM needs to estimate both latent variables and errors and the popular estimation methods (such as maximum likelihood and generalised least square) have a higher requirement for the normal distribution of data (Jaccard and Wan 1995), it is better to conduct the SEM when the sample is more diversified so that the data are more possibly distributed normally.
References
Atkinson, J. W. (1957). Motivational determinants of risk-taking behavior. Psychological Review, 64, 359–372.
Bolton, K., & Botha, W. (2015). Researching English in contemporary China. World Englishes, 34(2), 169–174.
Chang, C.-H., & Liu, H. J. (2013). Language learning strategy use and language leaning motivation of Taiwanese EFL undergraduates. Electronic Journal of Foreign Language Teaching, 10(2), 196–209.
Chen, I. J., & Sheu, S. P. H. (2005). Applying the Expectancy-Value Theory to foreign language learning motivation: A case study on Takming college students. Journal of National Taipei Teachers College, 18(1), 201–218.
Chen, J. F., Warden, C. A., & Chang, H. T. (2005). Motivators that do not motivate: The case of Chinese EFL learners and the influence of culture on motivation. TESOL Quarterly, 39(4), 609–633.
Deci, E., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. New York: Plenum.
Dörnyei, Z. (2009). The L2 motivational system. In Z. Dornyei & E. Ushioda (Eds.), Motivation, language identity and the L2 self (pp. 9–42). Bristol: Multilingual Matters.
Dörnyei, Z., & Taguchi, T. (2010). Questionnaires in second language research: Construction, administration, and processing. New York: Routledge.
Eccles, J. S., Adler, T. F., Futterman, R., Goff, S. B., Kaczala, C. M., Meece, J. L., et al. (1983). Expectancies, values and academic behaviors. In J. T. Spence (Ed.), Achievement and achievement motives (pp. 75–146). San Francisco: W.H. Freemen.
Eccles, J. S., & Wigfield, A. (2002). Motivational beliefs, values, and goals. Annual Review of Psychology, 53(1), 109–132.
Ellis, R. (1994). The study of second language acquisition. Oxford: Oxford University Press.
Feather, N. T. (1982). Expectancy–value approaches: Present status and future directions. In N. T. Feather (Ed.), Expectations and actions: Expectancy–value models in psychology (pp. 395–420). Hillsdale, NJ: Lawrence Erlbaum.
Fink, A. (2015). How to conduct surveys: A step-by-step guide. Thousand Oaks, CA: Sage.
Gable, R. K. (1986). Instrumental development in the affective domain. Boston, MA: Kluwer-Nijhoff.
Gardner, R. C. (1985). Social psychology and second language learning: The role of attitudes and motivation. London: Edward Arnold Publishers.
Gan, Z. (2004). Attitudes and strategies as predictors of self-directed language learning in an EFL context. International Journal of Applied Linguistics, 14(3), 389–411.
Gan, Z. (2009). ‘Asian learners’ re-examined: an empirical study of language learning attitudes, strategies and motivation among mainland Chinese and Hong Kong students. Journal of Multilingual and Multicultural Development, 30(1), 41–58.
Gerami, M. H., & Baighlou, S. M. G. (2011). Language learning strategies used by successful and unsuccessful Iranian EFL students. Procedia-Social and Behavioral Sciences, 29, 1567–1576.
Ghasemi, A. A., & Dowlatabadi, H. R. (2018). Investigating the role of task value, surface/deep learning strategies, and higher order thinking in predicting self-regulation and language achievement. Journal of Asia TEFL, 15(3), 664–681.
Griffiths, C. (2015). What have we learnt from ‘good language learners’? ELT Journal, 69(4), 425–433.
Hu, G. W. (2002). Recent important developments in secondary English-language teaching in the People’s Republic of China. Language, Culture and Curriculum., 15(1), 30–49.
Jaccard, J., & Wan, C. K. (1995). Measurement error in the analysis of interaction effects between continuous predictors using multiple regression: Multiple indicator and structural equation approaches. Psychological bulletin, 117(2), 348–357.
Jaccard, J., & Turrisi, R. (2003). Interaction effects in multiple regression (Vol. 72). Thousand Oaks, CA: Sage.
Jiang, X., & Smith, R. (2009). Chinese learners’ strategy use in historical perspective: A cross-generational interview-based study. System, 37(2), 286–299.
Kim, D. H., Wang, C., Ahn, H. S., & Bong, M. (2015). English language learners’ self-efficacy profiles and relationship with self-regulated learning strategies. Learning & Individual Differences, 38, 136–142.
Lai, Y. C. (2009). Language learning strategy use and English proficiency of university freshmen in Taiwan. TESOL Quarterly, 43, 255–280.
Li, Y., & Wang, C. (2010). An empirical study of reading self-efficacy and the use of reading strategies in the Chinese EFL context. The Asian EFL Journal Quarterly, 12(2), 144162.
Liem, A. D., Lau, S., & Nie, Y. (2008). The role of self-efficacy, task value, and achievement goals in predicting learning strategies, task disengagement, peer relationship, and achievement outcome. Contemporary Educational Psychology, 33, 486–512.
Liu, M. (2007). Chinese students’ motivation to learn English at the tertiary level. Asian EFL Journal, 9(1), 126–146.
Nagengast, B., Marsh, H. W., Scalas, L. F., Xu, M. K., Hau, K. T., & Trautwein, U. (2011). Who took the “×” out of expectancy-value theory? A psychological mystery, a substantive-methodological synergy, and a cross-national generalization. Psychological science, 22(8), 1058–1066.
Oxford, R. L. (1990). Language learning strategies. Boston: Heinle and Heinle.
Oxford, R. L. (2016). Teaching and researching language learning strategies: Self-regulation in context. New York: Routledge.
Purpura, J. E. (1997). An analysis of the relationships between test takers' cognitive and metacognitive strategy use and second language test performance. Language Learning, 47(2), 289–325.
Purpura, J. E. (1999). Learner strategy use and performance on language tests: A structural equation modelling approach. Cambridge: Cambridge University Press.
Rubin, J. (1981). Study of cognitive processes in second language learning. Applied Linguistics, 2(2), 117–131.
Rao, Z. (2006). Understanding Chinese students' use of language learning strategies from cultural and educational perspectives. Journal of Multilingual and Multicultural Development, 27(6), 491–508.
Senko, C., Hulleman, C., & Harackiewicz, J. M. (2011). Achievement goal theory at the crossroads: Old controversies, current challenges and new directions. Educational Psychologist, 46(1), 26–47.
Song, X. M., & Cheng, L. Y. (2009). Language learner strategy use and test performance of -Chinese learners of English. Language Assessment Quarterly, 3(3), 243–266.
Su, M. H. M. (2005). A study of EFL technological and vocational college students' language learning strategies and their self-perceived English proficiency. Electronic Journal of Foreign Language Teaching, 2(1), 44–56.
Su, Y., Zheng, C., Liang, J. C., & Tsai, C. C. (2018). Examining the relationship between English language learners’ online self-regulation and their self-efficacy. Australasian Journal of Educational Technology, 34(3), 105–121.
Tang, M., & Tian, J. (2015). Associations between Chinese EFL graduate students' beliefs and language learning strategies. International Journal of Bilingual Education and Bilingualism, 18(2), 131–152.
Tragant, E., Thompson, M. S., & Victori, M. (2013). Understanding foreign language learning strategies: A validation study. System, 41(1), 95–108.
Trautwein, U., Lüdtke, O., Kastens, C., & Köller, O. (2006). Effort on homework in grades 5 through 9: Development, motivational antecedents, and the association with effort on classwork. Child Development, 77, 1094–1111.
Wan, Z. H. (2019). Exploring the effects of intrinsic motive, utilitarian motive, and self-Efficacy on students’ science learning in the classroom using the expectancy-value theory. Research in Science Education, 1-13.
Wan, Z. H., & Lee, J. C. K. (2017). Hong Kong secondary school students’ attitudes towards science: A study of structural models and gender differences. International Journal of Science Education, 39(5), 507–527.
Wang, C., & Bai, B. (2017). Validating the Instruments to Measure ESL/EFL Learners' Self-Efficacy Beliefs and Self-Regulated Learning Strategies. TESOL Quarterly, 51(4), 931–947.
Wang, C., Kim, D.-H., Bai, R., & Hu, J. (2014). Psychometric properties of a self-efficacy scale for English language learners in China. System, 44, 24–33.
Wei, R., & Su, J. (2012). The statistics of English in China: An analysis of the best available data from government sources. English Today, 28(3), 10–14.
Wigfield, A., & Eccles, J. S. (2000). Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 25, 68–81.
Xie, Q., & Andrews, S. (2013). Do test design and uses influence test preparation? Testing a model of washback with Structural Equation Modeling. Language Testing, 30(1), 49–70.
Yao, M., & Crosthwaite, P. (2017). An investigation of English learning motivation disposition in Chinese universities. The Asian Journal of Applied Linguistics, 4(1), 30–47.
Zhan, Y. (2018). Chinese high school students’ test preparation strategies for a high-stakes computer-based English listening and speaking test: Roles of achievement goals. Asian EFL Journal, 20(1), 99–125.
Zimmerman, B. J. (2000). Attaining self-regulation: A social cognitive perspective. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 13–39). San Diego, CA: Academic Press.
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Zhan, Y., Jiang, Y., Wan, Z.H. et al. Is There an “Expectancy × Value” Effect? Investigating the Impact of Self-Efficacy and Learning Motives on Chinese Undergraduates’ Use of Deep Language Learning Strategies. Asia-Pacific Edu Res 30, 83–94 (2021). https://doi.org/10.1007/s40299-020-00516-y
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DOI: https://doi.org/10.1007/s40299-020-00516-y