Developing a Model for Learner Autonomy Capacity Measurement in EFL Learning
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Abstract
Learner autonomy has been considered an essential goal of English as a Foreign Language (EFL) education. This capacity empowers students to actively engage in learning activities and gives them greater control over their learning environment. Existing research on learner autonomy has proposed six conceptual models, yet these frameworks have limited employment for measuring this capacity. This study aims to identify the core dimensions of learner autonomy and develop an adaptable model for measurement purposes. Employing a quantitative approach, this study developed a 62-item questionnaire and collected data from 562 EFL undergraduate students across four regions of Vietnam. Exploratory factor analysis identified a four-dimensional model of learner autonomy, highlighting the distinction between technology-supported and traditional learning activities. Statistical analyses confirmed significant correlations among all dimensions, emphasizing the dynamic and interdependent nature of learner autonomy. The proposed model offers a framework for measuring autonomy, with future research needed to refine it based on contextual influences.
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References
Al-Shboul, O. K., Rababah, L. M., Banikalef, A. E. A., & Mehawesh, M. I. (2023). Role of learner autonomy in intrinsic
motivation in EFL writing. International Journal of English Language and Literature Studies, 12(2), 107–116.
https://doi.org/10.55493/5019.v12i2.4756
Aoki, N. (2001). The institutional and psychological context of learner autonomy. AILA Review, 15, 82–89.
Benson, P. (2006). Autonomy in language teaching and learning. State-of-the-art Article. Language Teaching, 40(1), 21–40.
Benson, P. (2007). Teacher and learner perspectives. Authentik.
Benson, P. (2009). Making sense of autonomy in language learning. In S. Toogood, R. Pemberton, & A. Barfield (Eds.), Maintaining control: Autonomy and language learning (pp. 13–26). Hong Kong University Press.
Benson, P. (2011). Teaching and researching autonomy in language learning (2nd ed.). Routledge.
Blin, F. (2004). CALL and the development of learner autonomy: Towards an activity-theoretical perspective. ReCALL, 16(2), 377–395. https://doi.org/10.1017/S0958344004000928
Braine, G. (2003). From a teacher-centered to a student-centered approach: A study of peer feedback in Hong Kong writing classes. Journal of Asian Pacific Communication, 13(2), 269–288. https://doi.org/10.1075/japc.13.2.05bra
Breen, M. P., & Mann, S. (1997). Shooting arrows at the sun: Perspectives on a pedagogy for autonomy. In P. Benson & P. Voller (Eds.), Autonomy and independence in language learning (pp. 132–149). Longman.
Byrne, B. M. (2010). Structural equation modeling with AMOS: Basic concepts, applications, and programming. Routledge.
Chinpakdee, M. (2021). Using learning journals to promote learner autonomy. ELT Journal, 76(4), 432–440. https://doi.org/10.1093/elt/ccab056
Chong, S. W., & Reinders, H. (2025). Autonomy of English language learners: A scoping review of research and practice. Language Teaching Research, 29(2), 607–632. https://doi.org/10.1177/13621688221075812
Coakes, S. J., Steed, L. G., & Ong, C. (2009). SPSS: Analysis without anguish: Version 16 for Windows. John Wiley & Sons Australia.
Cohen, L., Manion, L., & Morrison, K. (2018). Research methods in education (8th ed.). Routledge.
Dam, L., & Legenhausen, L. (2010). Learners reflecting on learning: Evaluation versus testing in autonomous language learning. In A. Paran & L. Sercu (Eds.), Testing the untestable in language education (pp. 120–139). Multilingual Matters.
Dang, T. T. (2010). Learner autonomy in EFL studies in Vietnam: A discussion from socio-cultural perspective. English Language Teaching, 3(2), 3–9. https://doi.org/10.5539/elt.v3n2p3
Dang, T. T. (2012). Learner autonomy: A synthesis of theory and practice. The Internet Journal of Language, Culture and Society, 35, 52–67.
Dang, T. T. (2024). Cultural and situational constraints on undergraduate students’ performance of learner autonomy in EFL learning. Journal of Language Teaching and Research, 15(6), 1791–1799. https://doi.org/10.17507/jltr.1506.04
Dang, T. T., & Le, H. T. Q. (2022). Learning place control: Vietnamese EFL students’ appreciation and trust. International Journal of Language Education and Applied Linguistics, 11(2), 56–63. https://doi.org/10.15282/ijleal.v11i2.6597
Dickinson, L. (1987). Self-instruction in language learning. Cambridge University Press.
Dornyei, Z. (2007). Research methods in applied linguistics. Oxford University Press.
Gardner, D. (2007). Integration and support. Authentik.
Gardner, R., & MacIntyre, P. (1991). An instrumental motivation in language study: Who says it isn’t effective? Studies in Second Language Acquisition, 13(1), 57–72. https://doi.org/10.1017/S0272263100009724
Hair, J., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson Educational International.
Hardy, M., & Reynolds, J. (2009). Incorperating categorical information into regression models: The utility of dummy variables. In M. Hardy & A. Bryman (Eds.), The handbook of data analysis (pp. 209–236). SAGE.
Hart, N. (2002). Intra-group autonomy and authentic materials: A different approach to ELT in Japanese colleges and universities. System, 30(1), 33–46. https://doi.org/10.1016/S0346-251X(01)00053-7
Holec, H. (1981). Autonomy in foreign language learning. Pergamon.
Holec, H. (1987). The learner as manager: Managing learning or managing to learn. In A. Wenden & J. Rubin (Eds.), Learner strategies in language learning (pp. 145–157). Prentice-Hall Inc.
Ismail, S. M., Nikpoo, I., & Prasad, K. D. V. (2023). Promoting self-regulated learning, autonomy, and self-efficacy of EFL learners through authentic assessment in EFL classrooms. Language Testing in Asia, 13(1), 1–27. https://doi.org/10.1186/s40468-023-00239-z
Jeon-Ellis, G., Debski, R., & Wigglesworth, G. (2005). Oral interaction around computers in the project-oriented call classroom. Language, Learning & Technology, 9(3), 121–145. https://doi.org/10.64152/10125/44035
Khaerudin, T., & Chik, A. (2021). Evaluating supports for learner autonomy in ELT textbooks. The Journal of Asia TEFL, 18(1), 39–56. https://doi.org/10.18823/asiatefl.2021.18.1.3.39
Kołsut, S., & Szumilas, M. (2023). Exploring student engagement in task-based and communicative language classrooms. Language Teaching Research. Advance online publication. https://doi.org/10.1177/13621688231188800
Komonniramit, K., & Tepsuriwong, S. (2023). Learners’ motivation to participate in course-adjunct English activities: A case study of a high- and a low-motivation learner. rEFLections, 30(3), 940–959. https://doi.org/10.61508/refl.v30i3.268951
Lamb, T. (2008). Leaner autonomy and teacher autonomy: Synthesising an agenda. In T. Lamb & H. Reinders (Eds.), Learner and teacher autonomy: Concepts, realities, and responses. John Benjamins.
Lamb, T. (2009). Controlling learning: Learners’ voices and relationships between motivation and learner autonomy. In S. Toogood, R. Pemberton, & A. Barfield (Eds.), Maintaining control: Autonomy and language learning (pp. 67–86). Hong Kong University Press.
Lamb, T., & Reinders, H. (2008). Learner and teacher autonomy: Concepts, realities, and responses. John Benjamins.
Le, C. V., & Barnard, R. (2009). Curricular innovation behind closed classroom doors: A Vietnamese case study. Prospect: An Australian Journal of TESOL, 24(2), 20–33.
Le, X. M., Le, K. N., & Le, T. T. (2024). Factors hindering student participation in English-speaking classes: Student and lecturer perceptions. SAGE Open, 14(3). https://doi.org/10.1177/21582440241266297
Little, D. (1991). Learner autonomy 1: Definitions, issues, and problems. Authentik.
Little, D. (2003). Learner autonomy and second/foreign language learning. Centre for Languages Linguistics & Area Studies. Retrieved 30 December 2024, from http://www.llas.ac.uk/resources/gpg/1409
Little, D. (2007). Language learner autonomy: Some fundamental considerations revisited. Innovation in Language Learning and Teaching, 1(1), 14–29. https://doi.org/10.2167/illt040.0
Littlewood, W. (1996). “Autonomy”: An anatomy and a framework. System, 24(4), 427–435. https://doi.org/10.1016/S0346-251X(96)00039-5
Littlewood, W. (1997). Self-access: Why do want it and what can it do? In P. Benson & P. Voller (Eds.), Autonomy and independence in language learning (pp. 79–92). Longman.
Littlewood, W. (1999). Defining and developing autonomy in East Asian contexts. Applied Linguistics, 20(1), 71–94. https://doi.org/10.1093/applin/20.1.71
Luke, C. L. (2006). Fostering learner autonomy in a technology-enhanced, inquiry-based foreign language classroom. Foreign Language Annals, 39(1), 71–86. https://doi.org/10.1111/j.1944-9720.2006.tb02250.x
Macaro, E. (1997). Target language, collaborative learning and autonomy. Multilingual Matters.
Macaro, E. (2008). The shifting dimensions of language learner autonomy. In T. Lamb & H. Reinders (Eds.), Learner and teacher autonomy: Concepts, realities, and responses (pp. 47–62). John Benjamins.
McClure, J. (2001). Developing language skills and learner autonomy in international postgraduates. ELT Journal, 55(2), 142–148. https://doi.org/10.1093/elt/55.2.142
Naizhao, G., & Yanling, Z. (2004). An empirical investigation of learner autonomy in some EFL classes in China [Paper presentation]. AARE 2004 Conference, Melbourne. http://www.aare.edu.au/04pap/nai04930.pdf
Namaziandost, E., Çakmak, F., Heydarnejad, T., & Rezai, A. (2024). The predictive effects of learner autonomy and academic engagement on willingness to communicate, foreign language learning self-esteem, and L2 grit in an EFL context. Acta Psychologica, 250, Article 104528. https://doi.org/10.1016/j.actpsy.2024.104528
Nguyen, T. C. L. (2009). Learner autonomy and EFL learning at the tertiary level in Vietnam [Doctoral thesis, Victoria University of Wellington]. Open Access Te Herenga Waka-Victoria University of Wellington. http://researcharchive.vuw.ac.nz/handle/10063/1203
Nunan, D. (1988). The learner-centred curriculum. Cambridge University Press.
Nunan, D. (1991). Language teaching methodology: A textbook for teachers. Prentice-Hall.
Nunan, D. (1997). Designing and adapting materials to encourage learner autonomy. In P. Benson & P. Voller (Eds.), Autonomy and independence in language learning (pp. 192–203). Longman.
Oxford, R. (2003). Toward a more systematic model of L2 learner autonomy. In D. Palfreyman & R. Smith (Eds.), Learner autonomy across cultures: Language education perspectives (pp. 75–91). Palgrave Macmillan.
Oxford, R. L. (2015). Expanded perspectives on autonomous learners. Innovation in Language Learning and Teaching, 9(1), 58–71. https://doi.org/10.1080/17501229.2014.995765
Pellegrino, V. (1994). At the risk of speaking: Risk management in second language use. ACTR Letter, 22(1-3), 6–13.
Pett, M. A., Lackey, N. R., & Sullivan, J. J. (2003). Making sense of factor analysis: The use of factor analysis for instrument development in health care research. Sage Publications.
Phan, T. T. T. (2021). Self-assessment and language learner autonomy: An exploratory study in a Vietnamese university. Vietnam Journal of Education, 5(3), 72–83. https://doi.org/10.52296/vje.2021.88
Scharle, Á., & Szabo, A. (2000). Learner autonomy: A guide to developing learner responsibility. Cambridge University Press.
Şener, B., & Mede, E. (2023). Promoting learner autonomy and improving reflective thinking skills through reflective practice and collaborative learning. Innovation in Language Learning and Teaching, 17(2), 364–379. https://doi.org/10.1080/17501229.2022.2047694
Sinclair, B. (2000). Learner autonomy: The next phase. In I. Mcgrath, B. Sinclair, & T. Lamb (Eds.), Learner autonomy, teacher autonomy: Future directions (pp. 15–23). Longman.
Sinclair, B. (2009). The teacher as learner: Developing autonomy in an interactive learning environment. In R. Pemberton, S. Toogood, & A. Barfield (Eds.), Maintaining control: Autonomy and language learning (pp. 175–198). Hong Kong University Press.
Smith, R. (2001). Group work for autonomy in Asia: Insights from teacher-research. AILA Review, 15, 70–81.
Smith, R. (2003a). Pedagogy for autonomy as (becoming-) appropriate methodology. In D. Palfreyman & R. Smith (Eds.), Learner autonomy across cultures: Language education perspectives (pp. 129–146). Palgrave Macmillan.
Smith, R. (2003b). Teacher education for teacher-learner autonomy. In J. Gollin, G. Ferguson, & H. Trappes-Lomax (Eds.), Symposium for language teacher educators: Papers from three IALS symposia. IALS, University of Edinburgh. https://warwick.ac.uk/fac/soc/al/people/smith/smith_r/pre-2002/smith_2003_-_teacher_education_for_teacher-learner_autonomy.pdf
Smith, R., & Ushioda, E. (2009). ‘Autonomy’: Under whose control? In R. Pemberton, S. Toogood, & A. Barfield (Eds.), Maintaining control: Autonomy and language learning (pp. 241–253). Hong Kong University Press.
Susanti, A., Rachmajanti, S., & Mustofa, A. (2023). Between teacher’ roles and students’ social: Learner autonomy in online learning for EFL students during the pandemic. Cogent Education, 10(1), 1–16. https://doi.org/10.1080/2331186X.2023.2204698
Tarone, E., & Yule, G. (1989). Focus on the language learner. Oxford University Press.
Tassinari, M. G. (2012). Evaluating learner autonomy: A dynamic model with descriptors. Studies in Self-Access Learning Journal, 3(1), 24–40. https://doi.org/10.37237/030103
Tran, T. T. T., & Baldauf, R. B. (2007). Demotivation: Understanding resistance to English language learning: The case of Vietnamese students. The Journal of Asia TEFL, 4(1), 79–105.
Trinh, Q. L. (2005). Stimulating learner autonomy in English language education: a curriculum innovation study in a Vietnamese context [PhD thesis, University of Amsterdam]. University of Amsterdam Digital Academic Repository. http://dare.uva.nl/document/102346
Voller, P. (2005). Teachers, facilitation and autonomy [Paper presentation]. 2nd Independent Learning Association Oceania Conference, Manukau Institute of Technology, Auckland, New Zealand.
Wang, X., Zhang, Q., Chen, H., Neitzel, A. J., & Davis, M. H. (2024). The effects of language learning strategy instruction on college students’ English achievement and learner autonomy in mainland China: A meta-analysis. International Journal of Educational Research, 127, Article 102442. https://doi.org/10.1016/j.ijer.2024.102442
Waterhouse, P. (1990). Supported self-study across the curriculum. In I. Gathercole (Ed.), Autonomy in language learning: Papers from a conference held in January 1990 (pp. 4–6). Centre for Information on Language Teaching and Research.
Wells, M. (2007). Collaborative online projects in a global community. In T. Townsend & R. J. Bates (Eds.), Handbook of teacher education: Globalization, standards and professionalism in times of change (pp. 657–674). Springer.
Yang, T. (2007). Construction of an inventory of learner autonomy. On CUE, 15(1), 2–9.