Dergiler / Journal for the Education of Gifted Young Scientists / 2025 / Volume: 13 Issue: 4

Learner autonomy in higher education: A narrative review of definitions, operationalizations, models, measurement and theoretical foundations

Zihua Li(Woosong University)0009-0000-5288-5160
Sayfa
—
Yayın Tarihi
2025-12-30
🏛️Bu makalenin bibliyografik verileri ve tam metin bağlantısı DergiPark üzerinden sağlanmıştır.
DergiPark Kaydı ↗
✨

Yapay Zeka Hızlı Bakış & Çıkarımlar

AI Insight
⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

This review argued that fostering learner autonomy requires alignment among pedagogical practices, institutional structures, and technological ecosystems.

📌 3 Maddede Bu Makale

🎯
Amaç & Hipotez:Learner autonomy (LA) has become a core competency in contemporary higher education, yet research on its conceptualization, operationalization, and implementation remains fragmented.
📊
Temel Bulgular & Veri:This article provided a comprehensive review of the evolution of the construct by examining its definitions, measurement approaches, conceptual models, and theoretical foundations.
💡
Sonuç & Katkı:This review argued that fostering learner autonomy requires alignment among pedagogical practices, institutional structures, and technological ecosystems.
🔬Tür:Literatür & Derleme Çalışması
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:Learner autonomy · higher education · operationalization

Abstract

Learner autonomy (LA) has become a core competency in contemporary higher education, yet research on its conceptualization, operationalization, and implementation remains fragmented. This article provided a comprehensive review of the evolution of the construct by examining its definitions, measurement approaches, conceptual models, and theoretical foundations. Findings showed that LA has developed from an individual capacity for self-direction to a multidimensional and socially mediated construct shaped by cognitive, metacognitive, motivational, and contextual factors. Operationalizations have shifted from qualitative descriptions to structured, multi-factor models informed by self-regulated learning and self-determination theory. Conceptual models likewise progressed from linear and cognitive-based frameworks to sociocultural, ecological, and technology-mediated perspectives. Despite its pedagogical importance, challenges persisted, including conceptual ambiguity, overlapping constructs, inconsistent measurement tools, cultural variability, and the emerging influence of AI-driven learning environments. This review argued that fostering learner autonomy requires alignment among pedagogical practices, institutional structures, and technological ecosystems.

🔖

Bu Makaleye Atıf Yap

Li, Z., Tınmaz, H. (2025). Learner autonomy in higher education: A narrative review of definitions, operationalizations, models, measurement and theoretical foundations. Journal for the Education of Gifted Young Scientists, Volume: 13 Issue: 4. https://doi.org/10.17478/jegys.1824359

📄 Tam Metin PDF Okuyucu

📄

PDF görüntüleyici hazırlanıyor...

Kaynakça (106)

  1. Alm, A., & Ohashi, L. (2024). A worldwide study on language educators’ initial response to ChatGPT. Technology in Language Teaching & Learning, 6(1), 1–23. https://doi.org/10.29140/tltl.v6n1.1141
  2. Anderson, J. R. (1983). The architecture of cognition. Harvard University Press.
  3. Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice-Hall.
  4. Benson, P. (1997). The philosophy and politics of learner autonomy. In P. Benson & P. Voller (Eds.), Autonomy and independence in language learning (pp. 18–34). Longman.
  5. Benson, P. (2001). Teaching and researching autonomy in language learning. Pearson Education.
  6. Benson, P. (2009). Making sense of autonomy in language learning. In R. Pemberton, S. Toogood, & A. Barfield (Eds.), Maintaining Control: Autonomy and language learning (pp. 13–26). Hong Kong University Press. https://doi.org/10.5790/hongkong/9789622099234.003.0002
  7. Benson, P. (2011). Teaching and researching autonomy in language learning (2nd ed.). Routledge. https://doi.org/10.4324/9781315833767
  8. Benson, P. (2012). Learner autonomy. TESOL Quarterly, 46(4), 839–843. https://doi.org/10.1002/tesq.134
  9. Benson, P. (2016). Learner autonomy. In the Routledge handbook of English language teaching (pp. 339–352). Routledge.
  10. Benson, P., & Voller, P. (Eds.). (1997). Autonomy and independence in language learning. Longman. https://doi.org/10.4324/9781315842172
  11. Binagwaho, A., Bonciani Nader, H., Brown Burkins, M., Davies, A., Hessen, D. O., Mbow, C.,. & Tong, S. (2022).
  12. Knowledge-driven actions: transforming higher education for global sustainability: independent expert group on the universities and the 2030 agenda. UNESCO Publishing.
  13. Blaschke, L. M. (2012). Heutagogy and lifelong learning: A review of heutagogical practice and self-determined learning. The International Review of Research in Open and Distributed Learning, 13(1), 56–71. https://doi.org/10.19173/irrodl.v13i1.1076
  14. Blidi, S. (2017). Collaborative learner autonomy. Springer, 10, 978–981.https://doi.org/10.1007/978-981-10-2048-3
  15. Borg, S., & Al-Busaidi, S. (2012). Learner autonomy: English language teachers’ beliefs and practices. ELT journal, 12(7), 1–45. https://doi.org/10.1093/elt/ccr065
  16. Boud, D., & Lee, A. (Eds.). (2009). Changing practices of doctoral education. Routledge.
  17. Bruner, J. (1996). The culture of education. Harvard University Press.
  18. Candy, P. C. (1991). Self-direction for lifelong learning: A comprehensive guide to theory and practice. Jossey- Bass.
  19. Chan, E. (2001). Confucianism and learning: A cultural psychological perspective. International Journal of Intercultural Relations, 25(2), 181–196.
  20. Cheng, S.-F., Kuo, C.-L., Lin, K.-Y., & Lee-Hsieh, J. (2010). Development and preliminary testing of a self-rating instrument to measure self-directed learning ability of nursing students. Journal of Nursing Research, 18(2), 109–119. https://doi.org/10.1097/JNR.0b013e3181dda26f
  21. Chia Chun, T., Samsudin, M. A., & Abdullah, M. N. L. Y. (2024). Psychometric properties assessment of Postgraduate Self-Determined Learning Questionnaire (PSLQ): A mixed method approach. SAGE Open, 14(2), 21582440241242860. https://doi.org/10.1177/21582440241242860
  22. Cooper, H. (2016). Research synthesis and meta-analysis: A step-by-step approach (5th ed.). Sage.
  23. Cotterall, S. (1995). Readiness for autonomy: Investigating learner beliefs. System, 23(2), 195–205. https://doi.org/10.1016/0346-251X(95)00008-8
  24. Cotterall, S. (2000). Promoting learner autonomy through the curriculum: Principles for designing language courses. ELT Journal, 54(2), 109–117. https://doi.org/10.1093/elt/54.2.109
  25. Dang, T. T. (2012). Learner autonomy: A synthesis of theory and practice. The Internet Journal of Language, Culture and Society, 35(1), 52–67.
  26. Dam, L. (1995). Learner Autonomy 3: From theory to classroom practice. Authentik.
  27. Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. New York, NY: Plenum.
  28. 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
  29. Deci, E. L., & Ryan, R. M. (2008). Self‐determination theory: A macro-theory of human motivation, development, and health. Canadian Psychology, 49(3), 182–185. https://doi.org/10.1037/a0012801
  30. Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  31. Deckers, L. (2018). Motivation: Biological, psychological, and environmental. Routledge.
  32. Dickinson, L. (1995). Autonomy and motivation: A literature review. System, 23(2), 165–174. https://doi.org/10.1016/0346-251X(95)00005-5
  33. Dignath, C., & Büttner, G. (2023). Self-regulated learning in the age of AI. Educational Psychology Review, 35(2), 1–25. https://doi.org/10.1007/s10648-023-09744-3
  34. Elder, L., & Paul, R. (2020). Critical thinking: Tools for taking charge of your learning and your life. Rowman & Littlefield.
  35. Field, L. (1989). An investigation into the structure, validity, and reliability of Guglielmino’s Self-Directed Learning Readiness Scale. Adult Education Quarterly, 39(3), 125–139. https://doi.org/10.1177/0001848189039003001
  36. Fisher, M., King, J., & Tague, G. (2001). Development of a self-directed learning readiness scale for nursing education. Nurse Education Today, 21(7), 516–525. https://doi.org/10.1054/nedt.2001.0589
  37. Freire, P. (2025). Pedagogy of freedom: Ethics, democracy, and civic courage. Bloomsbury Publishing USA.
  38. Garrison, D. R. (1992). Critical thinking and self-directed learning in adult education: An analysis of responsibility and control issues. Adult education quarterly, 42(3), 136–148.
  39. Garrison, D. R. (1997). Self-directed learning: Toward a comprehensive model. Adult Education Quarterly, 48(1), 18–33. https://doi.org/10.1177/074171369704800103
  40. Geller, L. (1982). The failure of self-actualization theory: A critique of Carl Rogers and Abraham Maslow. Journal of Humanistic Psychology, 22(2), 56–73. https://doi.org/10.1177/0022167882222005
  41. Gremmo, M.-J., & Riley, P. (1995). Autonomy, self-direction and self-access in language teaching and learning: The history of an idea. System, 23(2), 151–164. https://doi.org/10.1016/0346-251X(95)00008-K
  42. Greenhalgh, T., Thorne, S., & Malterud, K. (2018). Time to challenge the spurious hierarchy of systematic over narrative reviews? European Journal of Clinical Investigation, 48(6), e12931. https://doi.org/10.1111/eci.12931
  43. Guglielmino, L. M. (1977). Development of the Self-Directed Learning Readiness Scale (Doctoral dissertation, University of Georgia).
  44. Guglielmino, L. M. (1997). Reliability and validity of the Self-Directed Learning Readiness Scale and the Learning Preference Assessment. In H. B. Long & Associates (Eds.), Expanding horizons in self-directed learning (pp. 209– 222). Oklahoma Research Center for Continuing Professional and Higher Education.
  45. Hagger, M. S., & Chatzisarantis, N. L. (2016). The trans-contextual model of autonomous motivation in education: Conceptual and empirical issues and meta-analysis. Review of educational research, 86(2), 360–407. https://doi.org/10.3102/0034654315585005
  46. Hodges, C., Moore, S., Lockee, B., Trust, T., & Bond, A. (2020). The difference between emergency remote teaching and online learning. Educause Review, 27(1), 1–12. https://er.educause.edu/articles/2020/3/the-difference- between-emergency-remote-teaching-and-online-learning
  47. Hunt, L. C. (1996). The effect of self-selection, interest, and motivation upon independent, instructional, and frustrational levels. The Reading Teacher, 50(4), 278–282.
  48. Jang, H., Reeve, J., & Deci, E. L. (2010). Engaging students in learning activities: It is not autonomy support or structure but autonomy support and structure. Journal of educational psychology, 102(3), 588.
  49. Jansen, B. J., Sobel, K., & Zhang, M. (2023). Generative AI and academic integrity: Rethinking learner autonomy. Computers in Human Behavior, 144, 107729. https://doi.org/10.1016/j.chb.2023.107729
  50. Kaufman, S. B. (2023). Self-actualizing people in the 21st century: Integration with contemporary theory and research on personality and well-being. Journal of Humanistic psychology, 63(1), 51–83. https://doi.org/10.1177/0022167818809187
  51. Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41(2), 75–86. https://doi.org/10.1207/s15326985ep4102_1
  52. Kizil, A. S., & Savran, Z. (2018). Development and validation of a learner autonomy scale for EFL contexts. The Journal of Language Teaching and Learning, 8(1), 1–20.
  53. Knowles, M. S. (1975). Self-directed learning: A guide for learners and teachers. Association Press.
  54. Krikorian, M. (2024). Carl Rogers: A person-centered approach. In B. A. Geier (Ed.), The Palgrave Handbook of Educational Thinkers (pp. 993-1006). Springer. https://doi.org/10.1007/978-3-030-81037-5_106-1
  55. Lai, C. (2017). Autonomous language learning with technology: Beyond the classroom. Bloomsbury Academic.
  56. Lai, H. M. (2021). Exploring learner autonomy in technology-enhanced environments: A conceptual model. Computer Assisted Language Learning, 34(5–6), 597–620. https://doi.org/10.1080/09588221.2019.1651198
  57. Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge University Press.
  58. Little, D. (1991). Learner autonomy: Definitions, issues and problems. Authentik.
  59. Little, D. (1995). Learning as dialogue: The dependence of learner autonomy on teacher autonomy. System, 23(2), 175–181. https://doi.org/10.1016/0346-251X(95)00010-1
  60. Little, D. (2004). Learner autonomy, teacher autonomy and the European language portfolio. Language Teaching, 37(2), 167–180. https://doi.org/10.1017/S0261444804002310
  61. 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
  62. Littlewood, W. (2020). Autonomy and participation in higher education. Language Teaching, 53(4), 391–402. https://doi.org/10.1017/S0261444819000353
  63. Liu, L. (2021). A study on the current situation and influencing factors of autonomous learning of postgraduates in J University (Master’s thesis, J University).
  64. Macaskill, A., & Taylor, E. (2010). The development of a brief measure of learner autonomy in university students. Studies in Higher Education, 35(3), 351–359. https://doi.org/10.1080/03075070903502703
  65. Maslow, A. H. (1943). A theory of human motivation. Psychological Review, 50(4), 370–396. https://doi.org/10.1037/h0054346
  66. Maslow, A. H. (1954). Motivation and personality. Harper & Row.
  67. Maslow, A. H. (1970). Motivation and personality (2nd ed.). Harper & Row.
  68. Matthews, M. R. (1998). Constructivism in science education: A philosophical examination. Kluwer Academic Publishers.
  69. Mayer, R. E. (2004). Should there be a three-strikes rule against pure discovery learning? The case for guided methods of instruction. American Psychologist, 59(1), 14–19. https://doi.org/10.1037/0003-066X.59.1.14
  70. McClelland, D. C. (1987). Human motivation. Cup Archive.
  71. Meylani, R. (2024). Innovations with schema theory: Modern implications for learning, memory, and academic achievement. International Journal for Multidisciplinary Research, 6(1), 2582–2160. https://doi.org/10.36948/ijfmr.2024.v06i01.13785
  72. Murray, G. (2014). Social dimensions of autonomy in language learning. Palgrave Macmillan.
  73. Murray, G. (2020). Learner autonomy in the time of COVID-19. Studies in Self-Access Learning Journal, 11(3), 306– 317. https://doi.org/10.37237/110305
  74. Neisser, U. (1967). Cognitive psychology. Appleton-Century-Crofts.
  75. Orakcı, Ş. (2021). Exploring the relationships between cognitive flexibility, learner autonomy, and reflective thinking. Thinking Skills and Creativity, 41, 100838. https://doi.org/10.1016/j.tsc.2021.100838
  76. 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). Palgrave Macmillan.
  77. Oxford, R. L. (2017). Teaching and researching language learning strategies: Self-regulation in context (2nd ed.). Routledge.
  78. Palfreyman, D. (2003). Introduction: Culture and learner autonomy. In D. Palfreyman & R. C. Smith (Eds.), Learner autonomy across cultures (pp. 1–19). Palgrave Macmillan. DOI: https://doi.org/10.1057/9780230504684
  79. Phillips, D. C. (1995). The good, the bad, and the ugly: The many faces of constructivism. Educational Researcher, 24(7), 5–12. https://doi.org/10.3102/0013189X024007005
  80. Piaget, J. (1970). Genetic epistemology. Columbia University Press.
  81. Piaget, J. (1972). The principles of genetic epistemology. Routledge & Kegan Paul.
  82. Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 451–502). Academic Press.
  83. Pokhrel, S., & Chhetri, R. (2021). Online learning: COVID-19 and the shift in educational paradigms. Educational Research International, 2021, 1–10. https://doi.org/10.1155/2021/8858881
  84. Reinders, H. (2010). Towards a classroom pedagogy for learner autonomy: A framework of independent language learning skills. Australian Journal of Teacher Education, 35(5), 40–55. https://doi.org/10.14221/ajte.2010v35n5.4
  85. Reinders, H., & White, C. (2016). 20 years of autonomy in language learning: Reflections and directions. Language Teaching, 49(3), 347–356. https://doi.org/10.1017/S0261444816000172
  86. Rogers, C. R. (1963). Toward a science of the person. Journal of Humanistic Psychology, 3(2), 72–92.
  87. Rogers, C. R. (1969). The goal: The fully functioning person. Freedom to learn, 279–297.
  88. Saint, J., Whitelock-Wainwright, A., Gašević, D., & Pardo, A. (2020). Trace-SRL: A framework for analysis of microlevel processes of self-regulated learning from trace data. IEEE transactions on learning technologies, 13(4), 861–877. https://doi.org/10.1109/TLT.2020.3027496
  89. Schunk, D. H. (2020). Learning theories: An educational perspective (8th ed.). Pearson.
  90. Sfard, A. (1998). On two metaphors for learning and the dangers of choosing just one. Educational Researcher, 27(2), 4–13.
  91. Siemens, G. (2005). Connectivism: A learning theory for the digital age. International Journal of Instructional Technology and Distance Learning, 2(1), 3–10. http://www.itdl.org/Journal/Jan_05/article01.htm
  92. Sinclair, B. (2000). Learner autonomy: The next phase? In B. Sinclair, I. McGrath, & T. Lamb (Eds.), Learner autonomy, teacher autonomy (pp. 4–14). Addison-Wesley Longman.
  93. Stockdale, S. L., & Brockett, R. G. (2011). Development of the PRO-SDLS: A measure of self-direction in learning based on the Personal Responsibility Orientation model. Adult Education Quarterly, 61(2), 161–180. https://doi.org/10.1177/0741713610380447
  94. Tanaka, M. (2020). Examining the relationships between learner autonomy and motivation in Japanese university students. Asian EFL Journal, 24(3), 1–29.
  95. Tassinari, M. (2012). Evaluating learner autonomy: A dynamic model with descriptors. Studies in Self-Access Learning Journal, 3(1), 24–40. https://sisaljournal.org/archives/march12/tassinari/
  96. Thanasoulas, D. (2000). What is learner autonomy and how can it be fostered? The Internet TESL Journal, 6(11). http://iteslj.org/Articles/Thanasoulas‑Autonomy.html
  97. Towle, A., & Cottrell, D. (1996). Self-directed learning. Archives of disease in childhood, 74(4), 357–359.
  98. Tushar, H., & Sooraksa, N. (2023). Global employability skills in the 21st century workplace: A semi-systematic literature review. Heliyon, 9(11). https://doi.org/10.1016/j.heliyon.2023.e21023
  99. Van Nguyen, S., & Habók, A. (2021). Designing and validating the learner autonomy perception questionnaire. Heliyon, 7(4). https://doi.org/10.1016/j.heliyon.2021.e06831
  100. Veugelers, W. (Ed.). (2018). Education and humanism: Linking autonomy and humanity. Springer. https://doi.org/10.1007/978-3-319-61651-0
  101. Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.
  102. WarsChauer, M., & Ware, P. (2014). Learning, Change, and Power: Competing Frames of Technology and Literacy. In Handbook of research on new literacies (pp. 215–240). Routledge.
  103. Wertsch, J. V. (1985). Vygotsky and the social formation of mind. Harvard University Press.
  104. 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). Academic Press. https://doi.org/10.1016/B978- 012109890-2/50031-7
  105. Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory into Practice, 41(2), 64–70. https://doi.org/10.1207/s15430421tip4102_2
  106. Binagwaho, A., Bonciani Nader, H., Brown Burkins, M., Davies, A., Hessen, D. O., Mbow, C.,. & Tong, S. (2022).