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Self-Directed Learning: Toward a Comprehensive Model
Abstract
Self-directed learning is a core theoretical construct distinguishing adult education as a field of study. Most of the concept's emphasis has been on the external control and management of learning tasks. In an attempt to expand the scope of self-directed learning, this paper presents a comprehensive theoretical model. The proposed model integrates self-management (contextual control), self-monitoring (cognitive responsibility), and motivational (entering and task) dimensions to reflect a meaningful and worthwhile approach to self-directed learning. Explicating the cognitive and motivational dimensions of self-directed learning is identified as an area requiring further research.
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“There is more to consider here, particularly the dimensions of self-directed learning (Garrison 1997), which include motivation and self-regulation (Zimmerman 2002).”
From Adult learning theories: Implications for learning and teaching in medical education: AMEE Guide No. 83 (2013) · cites this paper as Garrison 1997
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Cites
(2015) · Routledge eBooks · doi:10.4324/9781315712383-22 · Cited by 10,894
(1964) · Medical Entomology and Zoology · Cited by 10,439
Motivational and self-regulated learning components of classroom academic performance.
Pintrich, P. R., & De Groot, E. V. (1990) · Journal of Educational Psychology · doi:10.1037/0022-0663.82.1.33 · Cited by 8,332
Democracy and education : an introduction to philosophy of education / John Dewey
Dewey, J. (1917) · The Journal of Philosophy Psychology and Scientific Methods · doi:10.2307/2940197 · Cited by 6,125
(1985) · Medical Entomology and Zoology · Cited by 3,952
A social cognitive view of self-regulated academic learning.
Zimmerman, B. J. (1989) · Journal of Educational Psychology · doi:10.1037/0022-0663.81.3.329 · Cited by 3,807
Perspectives on socially shared cognition.
Resnick, L. B., Levine, J. M., & Teasley, S. D. (1991) · American Psychological Association eBooks · doi:10.1037/10096-000 · Cited by 3,468
Feedback and Self-Regulated Learning: A Theoretical Synthesis
Butler, D. L., & Winne, P. H. (1995) · Review of Educational Research · doi:10.3102/00346543065003245 · Cited by 3,334
Friedenberg, E. Z., & Rogers, C. R. (1971) · The Journal of Higher Education · doi:10.1080/00221546.1971.11776811 · Cited by 2,270
Fostering Critical Reflection in Adulthood: A Guide to Transformative and Emancipatory Learning
Mezirow, J. (1990) · Bibliothèque et Archives nationales du Québec (Québec government) · Cited by 1,968
Research works printed but not linked: 9
- Bandura, A., 1986, Social foundations of thought and action: A social cognitive theory
- Brockett, R. G., 1991, Self-direction in adult learning: Perspectives on theory, research, and practice
- Brookfield, S. D., 1988, Self-directed learning: Application & theory, 1
- Dewey, J., 1969, John Dewey: The early works, 1882-1898 Vol. 5, 224
- Garrison, D. R., Adult Education Research Conference Proceedings
- King, P. M., 1994, Developing reflective judgement
- Pintrich, P. R., 1989, Advances in Motivation and Achievement: Motivation Enhancing Environments, 117
- Richardson, V., 1994, Teaching Thinking and Problem Solving, 16, 3
- Thomas, L. F., 1985, Self-organized learning: Foundations of a conversational science for psychology
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Metadata
- Authors
- Garrison, D. R.
- Affiliations
- University of Alberta (CA)
- Corresponding author
- Garrison, D. R.
- ORCID
- Garrison, D. R.
- Venue
- Adult Education Quarterly
- Publisher
- SAGE Publications
- Published
- 1997-11
- Volume
- 48
- Issue
- 1
- Pages
- 18-33
- ISSN
- 0741-7136 (ISSN-L)
- 1552-3047
- OpenAlex
- W1970131054
- Cited by
- 1,578
- References
- 50
- Citations by year
- 2026: 125 · 2025: 133 · 2024: 111 · 2023: 130 · 2022: 130 · 2021: 128 · 2020: 80 · 2019: 84 · 2018: 53 · 2017: 42 · 2016: 76 · 2015: 60 · 2014: 71 · 2013: 50 · 2012: 60
- FWCI
- 25.01
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Adult Education Quarterly (publishedVersion)
- Topics
- Social Sciences › Education › Adult and Continuing Education Topics
- Social Sciences › Education › Educational Leadership and Innovation
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Keywords
- self-directed learning, self-management, self-monitoring, motivation, adult education, theoretical model, contextual control
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