Abstract
With the inclusion of learner autonomy as an educational objective in many educational programs around the world, it is becoming increasingly important to be able to measure to what extent different interventions are successful. Although some general tests exist, we argue in this chapter for the need to develop localized instruments that are culturally appropriate, educationally relevant, and that are based on pedagogical principles shared by the staff and students in the particular context. Specifically, we describe the creation of a scale for measuring learner autonomy at a university in China. We detail the process of its development, from initial conception through to rigorous psychometric validation. In doing so, we will share some of the lessons learned and discuss some of the implications for scale developers and educational practitioners in other contexts.
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References
Benson, P. (2005). Teaching and researching autonomy in language learning. Beijing: Foreign Language Teaching and Research Press.
Benson, P. (2007). Autonomy in language teaching and learning. State of the Art Article Language Teaching, 40(1), 21–40.
Broady, E., & Kenning, M. (1996). Learner autonomy: An introduction to the issues. In E. Broady & M. Kenning (Eds.), Promoting learner autonomy in university language teaching (pp. 9–21). London: CILT.
Campbell, D. T., & Fiske, D. W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56(2), 81–105.
Candy, P. C. (1991). Self-direction for lifelong learning. San Francisco: Jossey-Bass.
Chan, V. (2001). Readiness for learner autonomy: What do our learners tell us? Teaching in Higher Education, 6(4), 505–518.
Comrey, A. L., & Lee, H. (1992). A first course in factor analysis. New York: Academic Press.
Confessore, G. J., & Park, E. (2004). Factor validation of the learner autonomy profile, version 3 and extraction of the short form. International Journal of Self-directed Learning, 1(1), 39–58.
Cooker, L. (2012). Formative (self-) assessment as autonomous language learning, (PhD). University of Nottingham.
Cotterall, S. (1995). Readiness for autonomy: Investigating learner beliefs. System, 23(2), 195–205.
Deci, E. L., & Ryan, R. M. (1985). The general causality orientations scale: Self-determination in personality. Journal of Research in Personality, 19, 109–134.
Dixon, D. (2011). Measuring language learner autonomy in tertiary-level learner of English, (PhD), University of Warwick.
Fabrigar, L. R., MacCallum, R. C., Wegener, D. T., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50.
Fu, L. F., & Yang, J. D. (2007). Research of students’ autonomous English learning abilities in multimedia and web-based learning environment. Foreign Languages and their Teaching, 223(10), 36–38.
Guglielmino, L. M. (1977). Development of the self-directed learning readiness scale, (PhD). University of Georgia.
Hedge, T. (2000). Teaching and learning in the language classroom. Oxford: Oxford University Press.
Ho, J., & Crookall, D. (1995). Breaking with Chinese cultural traditions: Learner autonomy in English language teaching. System, 32(2), 235–244.
Holec, H. (1981). Autonomy in foreign language learning. Oxford: Pergamon.
Hu, J. H. (2011). Assessment of autonomous foreign language learning capacities: Designing a two-dimensional questionnaire. Foreign Language World, 145(4), 12–17.
Lin, L. L. (2013). Development and validation of the autonomous learning scale. Foreign Language World, 157(4), 73–80.
Lin, L. L., & Chen, Y. E. (2009). An investigation into psychology, learning behaviors and outcomes of tertiary students in resourced-based learning environment. Journal of PLA University of Foreign Languages, 32(2), 45–50.
Linstone, H. A., & Turoff, M. (1975). The Delphi method: Techniques and applications. Boston, MA: Addison-Wesley.
Little, D. (1991). Learner autonomy. 1: Definition, issues and problems. Dublin: Authentik.
Little, D. (2000). Strategies, counseling and cultural difference: Why we need an anthropological understanding of learner autonomy. In R. Ribé (Ed.), Developing learner autonomy in foreign language learning (pp. 17–33). Barcelona: University of Barcelona.
Lv, T. T. (2016). A study on the flipped classroom based college English autonomous learning mode. Foreign Languages in China, 69(1), 77–83.
Matuga, J. M. (2006). The role of assessment and evaluation in context: Pedagogic alignment, constraints and affordances in online courses. In D. D. Williams, S. Howell, & M. Hricko (Eds.), Online assessment, measurement and evaluation: Emerging practices (pp. 316–330). London: Information Science Publishing.
Ministry of Education of the People’s Republic of China. (2004). College English curriculum requirements (for trial implementation). Beijing: Qinghua University Press.
Murase, F. (2015). Measuring language learner autonomy: Problems and possibilities. In C. J. Everrhard & L. Murphy (Eds.), Assessment and autonomy in language learning (pp. 35–63). New York: Palgrave.
Oddi, L. (1986). Development and validation of an instrument to identify self-directed continuing learners. Adult Education Quarterly, 36(2), 97–107.
Ouyang, J. P., & Xie, J. (2009). Constructing a model of autonomous English learning: An empirical study. Journal of PLA University of Foreign Languages, 32(3), 46–51.
Oxford, R. L. (2003). Toward a more systematic model of L2 learner autonomy. In D. Palfreyman & R. C. Smith (Eds.), Learner autonomy across cultures: Language education perspectives (pp. 75–91). Basingstoke: Palgrave Macmillan.
Reinders, H. (2011). Towards an operationalisation of autonomy. In A. Ahmed, G. Cane, & M. Hanzala (Eds.), Teaching English in multilingual contexts: Current challenges, future directions (pp. 37–52). Cambridge: Cambridge Scholars Publishing.
Ren, H. H., & Gao, P. (2012). Development of English autonomous learning skill rating scale for college students. Journal of University of Science and Technology Liaoning, 35(2), 210–214.
Shao, S. Y., & Zhao, R. (2011). Metacognitive strategy and autonomous learning: An investigation into self-access extensive reading. Computer-assisted Foreign Language Education, 141(5), 60–64.
Shi, J. F. (2010). Fostering science-and-technology students autonomy in web-based learning environment: An empirical study based on metacognitive-strategy training. Foreign Languages in China, 34(3), 63–67.
Tan, X., & Zhang, Z. H. (2015). Relationship among English learning strategies, learner autonomy and CET-4 scores. Foreign Language Learning Theory and Practice, 149(2), 59–65.
Wenden, A. (1991). Learner strategies for learner autonomy. London: Prentice Hall International.
Worthington, R. L., & Whittaker, T. A. (2006). Scale development research: A content analysis and recommendations for best practices. The Counseling Psychologist, 34(6), 806–838.
Xiao, W. Y., Wang, X. P., & Cao, Q. Y. (2011). An empirical study on metacognitive strategy training used in improving learner autonomy and learning achievement. Foreign Language Research, 159(2), 109–113.
Xu, J. F., Peng, R. Z., & Wu, W. P. (2004). Study of non-English majors’ autonomous learning ability. Foreign Language Teaching and Research, 36(1), 64–68.
Xu, J. F., Tang, F., & Liu, Z. H. (2010). A three-in-one teaching model to promote freshmen’s autonomous learning. Foreign Language Education, 31(6), 60–64.
Xu, J. F., & Wu, W. P. (2004). Fuzz comprehensive measurement of students’ autonomous learning ability. Research in Higher Education of Engineering, 3, 84–86.
Zhang, L. (2009). Metacognitive strategy training: A prerequisite to fostering autonomous learning ability. Foreign Language World, 133(4), 56–60.
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Lin, L., Reinders, H. (2017). Assessing Learner Autonomy: Development and Validation of a Localized Scale. In: Reinders, H., Nunan, D., Zou, B. (eds) Innovation in Language Learning and Teaching. New Language Learning and Teaching Environments. Palgrave Macmillan, London. https://doi.org/10.1057/978-1-137-60092-9_14
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DOI: https://doi.org/10.1057/978-1-137-60092-9_14
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