Abstract
This article describes the development and validation of a survey instrument, the Writing Strategies for Motivational Regulation Questionnaire (WSMRQ), designed to measure Chinese university students’ reported use of motivational regulation strategies in writing in English as a second/foreign language (L2). Conceptualized in a self-regulated learning framework, the WSMRQ was developed and validated. Two independent samples of 359 and 373 Chinese university students were recruited. The data were subject to exploratory factory analyses (EFA) and confirmatory factor analyses (CFA), respectively, to evaluate the psychometric properties of the instrument. Results of the EFA revealed a five-factor structure of motivational regulation strategies: Interesting enhancement, performance self-talk, mastery self-talk, emotional control, and environment structuring. The CFA results from another sample supported a five-factor correlated model with the best fit, confirming the validity and reliability of the WSMRQ. The significant, moderate correlations between the five motivational regulation strategies and writing scores showed the instrument's reasonable predictive validity. Pedagogical implications are also discussed.
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References
Bai, R., Hu, G., & Gu, Y. (2014). The relationship between writing strategies and English proficiency in Singapore primary schools. Asia Pacific Education Researcher, 23, 355–365.
Boscolo, P., & Hidi, S. (2007). The multiple meanings of motivation to write. In S. Hidi & P. Boscolo (Eds.), Writing and motivation (pp. 1–14). Oxford, UK: Elsevier.
Byrnes, H. (2014). Linking task and writing for language development: Evidence from a genre-based curricular approach. In H. Byrnes & R. M. Manchón (Eds.), Task-based language learning: Insights from and for L2 writing (pp. 237–263). Philadelphia, PA: Benjamins.
Cooper, C. A., & Corpus, J. H. (2009). Learners’ developing knowledge of strategies for regulating motivation. Journal of Applied Developmental Psychology, 30(4), 525–536.
Deng, L., Chen, Q., & Zhang, Y. (2014). Developing Chinese EFL learners’ generic competence: A genre-based and process-genre approach. New York, NY: Springer.
DeVellis, R. F. (2012). Scale development: Theory and applications (3rd ed.). Thousand Oaks, CA: Sage.
Dörnyei, Z. (2001). Motivation strategies in the language classroom. Cambridge, UK: Cambridge University Press.
Dörnyei, Z., & Ushioda, E. (2013). Teaching and researching: Motivation. New York, NY: Routledge.
Enders, C. K. (2010). Applied missing data analysis. New York, NY: Guilford.
Fan, X., & Sivo, S. A. (2007). Sensitivity of fit indices to model misspecification and model types. Multivariate Behavioral Research, 42(3), 509–529.
Field, A. P. (2009). Discovering statistics using SPSS: (and sex, drugs and rock ‘n’ roll) (3rd ed.). London, UK: Sage.
Gao, Y., Zhao, Y., Cheng, Y., & Zhou, Y. (2003). Motivation types of Chinese college undergraduates. Modern Foreign Languages (Quarterly), 26(1), 28–38.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis: A global perspective (7th ed.). Upper Saddle River, NJ: Pearson.
Hayes, J. R. (1996). A new framework for understanding cognition and affect in writing. In C. M. Levy & S. Randsdell (Eds.), The science of writing: Theories, methods, individual differences, and applications (pp. 1–27). Mahwah, NJ: Erlbaum.
Hayes, J. R. (2012). Modeling and remodeling writing. Written communication, 29(3), 369–388.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55.
Hyland, K. (2007). Genre pedagogy: Language, literacy and L2 writing instruction. Journal of Second Language Writing, 16(3), 148–164.
Hyland, K., & Hyland, F. (2006). Feedback on second language students’ writing. Language Teaching, 39(2), 83–101.
Jacobs, H. L., Zinkgraf, S. A., Wormuth, D. R., Hartfiel, V. F., & Hughey, J. B. (1981). Testing ESL composition: A practical approach. Rowley, MA: Newbury House.
Kang, E., & Han, Z. (2015). The efficacy of written corrective feedback in improving L2 written accuracy: A meta-analysis. Modern Language Journal, 99, 1–18.
Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). New York, NY: Guilford.
Kormos, J. (2012). The role of individual differences in L2 writing. Journal of Second Language Writing, 21(4), 390–403.
Lee, I. (2014). Revisiting teacher feedback in EFL writing from sociocultural perspectives. TESOL Quarterly, 48(1), 201–213.
Li, K. (2009). A study on motivational regulation strategies of Chinese EFL college students. Modern Foreign Languages, 32(3), 305–313.
Ma, G. (2005). The effects of motivation and effort on foreign language achievement. Journal of PLA University of Foreign Languages, 28(4), 37–41.
Manchón, R. M. (2014). The internal dimension of tasks: The interaction between task factors and learner factors in bringing about learning through writing. In H. Byrnes & R. M. Manchón (Eds.), Task-based language learning: Insights from and for L2 writing (pp. 27–52). Philadelphia, PA: Benjamins.
Manchón, R. M., Roca de Larios, J., & Murphy, L. (2007). A review of writing strategies: Focus on conceptualization and impact of first language. In A. D. Cohen & E. M. Macaro (Eds.), Language learner strategies: Thirty years of research and practice (pp. 229–250). Oxford, UK: Oxford University Press.
Matsuda, P. K. (2012). On the nature of second language writing: Replication in a postmodern field. Journal of Second Language Writing, 21(3), 300–302.
McCann, E. J., & Garcia, T. (1999). Maintaining motivation and regulating emotion: Measuring individual differences in academic volitional strategies. Learning and Individual Differences, 11(3), 259–279.
Ministry of Education of the People’s Republic of China. (2007). College English teaching syllabus. Shanghai, China: Shanghai Foreign Language Education.
Ong, J., & Zhang, L. J. (2013). Effects of the manipulation of cognitive processes on EFL writers’ text quality. TESOL Quarterly, 47(2), 375–398.
Pennington, M. C. (2013). Evolutionary trends in writing pedagogy: An early 21st century view. Writing and Pedagogy, 5(1), 1–22.
Qin, X., & Wen, Q. (2002). Internal structure of EFL motivation at the tertiary level in China. Foreign Language Teaching and Research, 34(1), 51–58.
Raykov, T., & Marcoulides, G. A. (2008). An introduction to applied multivariate analysis. New York, NY: Routledge.
Roca de Larios, J., Martin, J., & Murphy, L. (2001). A temporal analysis of formulation processes in L1 and L2 writing. Language Learning, 51, 497–538.
Rubin, J., Chamot, A. U., Harris, V., & Anderson, N. J. (2007). Intervening in the use of strategies. In A. D. Cohen & E. Macaro (Eds.), Language learner strategies: Thirty years of research and practice (pp. 141–160). Oxford, UK: Oxford University Press.
Sansone, C., Wiebe, D. J., & Morgan, C. (1999). Self-regulating interest: The moderating role of hardiness and conscientiousness. Journal of Personality, 67(4), 701–733.
Sasaki, M. (2000). Toward an empirical model of EFL writing processes: An exploratory study. Journal of Second Language Writing, 9(3), 259–291.
Schunk, D. H., & Zimmerman, B. J. (2008). Motivation and self-regulated learning: Theory, research, and applications. New York, NY: Erlbaum.
Schwinger, M., Steinmayr, R., & Spinath, B. (2009). How do motivational regulation strategies affect achievement: Mediated by effort management and moderated by intelligence. Learning and Individual Differences, 19(4), 621–627.
Silva, T. (1993). Toward an understanding of the distinct nature of L2 writing: The ESL research and its implications. TESOL Quarterly, 27, 657–677.
Silva, T., & Matsuda, P. K. (Eds.). (2010). Practicing theory in second language writing. West Lafayette, ID: Parlor Press.
Tardy, C. (2012). A rhetoric genre theory perspective on L2 writing development. In R. M. Manchón (Ed.), L2 writing development: Multiple perspectives (pp. 14–189). Berlin, Germany: Mouton.
Wang, J. (2014). A synthesis of the studies on L2 writing in the Chinese context. In J. Wang & D. Lin (Eds.), Teaching and researching EFL writing from psycho-cognitive and socio-cultural perspectives: Proceedings of the 8th International Conferernce on Teaching and Reseraching EFL Writing in China (pp. 37–69). Beijing, China: Foreign Language Teaching and Research Press.
Wolters, C. A. (1998). Self- regulated learning and college students’ regulation of motivation. Journal of Educational Psychology, 90(2), 224–235.
Wolters, C. A. (1999). The relation between high school students’ motivational regulation and their use of learning strategies, effort, and classroom performance. Learning and Individual Differences, 11(3), 281–299.
Wolters, C. A. (2003). Regulation of motivation: Evaluating an underemphasized aspect of self-regulated learning. Educational Psychologist, 38(4), 189–205.
Wolters, C. A., & Benzon, M. B. (2013). Assessing and predicting college students’ use of strategies for the self-regulation of motivation. Journal of Experimental Education, 81(2), 199–221.
Woodrow, L. (2011). College English writing affect: Self-efficacy and anxiety. System, 39(4), 510–522.
Yang, L., & Gao, S. (2013). Beliefs and practices of Chinese university teachers in EFL writing instruction. Language, Culture and Curriculum, 26(2), 128–145.
Zhang, L. J. (2008). Constructivist pedagogy in strategic reading instruction: Exploring pathways to learner development in the English as a second language (ESL) classroom. Instructional Sciences, 36(2), 89–116.
Zhan, J. (Ed.). (2012). English writing in social-cultural contexts: Proceedings of the 7th International Conference on Teaching and Researching EFL Writing in China. Beijing, China: Foreign Language Teaching and Research Press.
Zhang, L. J. (2013). Second language writing as and for second language learning. Journal of Second Language Writing, 22(4), 446–447.
Zhang, L. J., Aryadoust, V., & Zhang, D. (2015). Taking stock of the effects of strategies-based instruction on writing in Chinese and English in Singapore primary schools. In R. E. Silver & W. Bokhorst-Heng (Eds.), Quadrilingual education in Singapore: Pedagogical innovation in language education (pp. 193–244). New York, NY: Springer.
Zhang, L., & Zhang, L. J. (2013). Relationships between Chinese college test takers’ strategy use and EFL reading test performance: A structural equation modeling approach. RELC Journal, 44(1), 35–57.
Zhao, H. (2010). Investigating learners’ use and understanding of peer and teacher feedback on writing: A comparative study in a Chinese English writing classroom. Assessing Writing, 15(1), 3–17.
Zheng, Y., & Cheng, L. (2008). Test review: College English test (CET) in China. Language Testing, 25(3), 408–417.
Zimmerman, B. J. (2013). From cognitive modeling to self-regulation: A social cognitive career path. Educational Psychologist, 48(3), 135–147.
Zimmerman, B. J., & Martinez-Pons, M. (1986). Development of a structured interview for assessing student use of self-regulated learning strategies. American Educational Research Journal, 23(4), 614–628.
Zimmerman, B. J., & Reisemberg, R. (1997). Becoming a self-regulated writer: A social cognitive perspective. Contemporary Educational Psychology, 22, 73–101.
Zimmerman, B. J., & Schunk, D. H. (2008). Motivation: An essential dimension of self-regulated learning. In D. H. Schunk & B. J. Zimmerman (Eds.), Motivation and self-regulated learning: Theory, research, and applications (pp. 1–30). New York, NY: Erlbaum.
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Teng, L.S., Zhang, L.J. Fostering Strategic Learning: The Development and Validation of the Writing Strategies for Motivational Regulation Questionnaire (WSMRQ). Asia-Pacific Edu Res 25, 123–134 (2016). https://doi.org/10.1007/s40299-015-0243-4
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DOI: https://doi.org/10.1007/s40299-015-0243-4