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Learning Styles: An overview of theories, models, and measures
Open accessAbstract
Although its origins have been traced back much further, research in the area of learning style has been active for—at a conservative estimate—around four decades. During that period the intensity of activity has varied, with recent years seeing a particularly marked upturn in the number of researchers working in the area. Also of note is the variety of disciplines from which the research is emerging. Increasingly, research in the area of learning style is being conducted in domains outside psychology—the discipline from which many of the central concepts and theories originate. These domains include medical and health care training, management, industry, vocational training and a vast range of settings and levels in the field of education. It is of little wonder that applications of these concepts are so wide ranging given the centrality of learning—and how best to do it—to almost every aspect of life. As a consequence of the quantity of research, the diversity of the disciplines and domains in which the research is conducted, and the varied aims of the research, the topic has become fragmented and disparate. This is almost certainly how it must appear to practitioners and researchers new to the area, with its complexities and convolutions difficult to comprehend and assimilate. As such, it is perhaps timely to present an account of the central themes and issues surrounding learning style and to consider the instruments available for the measurement of style. This paper aims to provide such an account, attempting to clarify common areas of ambiguity and in particular issues surrounding measurement and appropriate instruments. It aims to bring together necessary components of the area in such a way as to allow for a broader appreciation of learning style and to inform regarding possible tools for measurement. It is anticipated that such an account will promote research in the field by presenting it as more accessible and by developing a greater appreciation for the area across disciplines and in researchers and practitioners new to the area.
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Cites
Cognitive Styles—an overview and integration
Riding, R., & Cheema, I. (1991) · Educational Psychology · doi:10.1080/0144341910110301 · Cited by 1,181
Pictorial–verbal and analytic–holistic learning strategies in science learning.
Alesandrini, K. L. (1981) · Journal of Educational Psychology · doi:10.1037/0022-0663.73.3.358 · Cited by 105
Research works printed but not linked: 68
- Allinson , J and Hayes , C . 1996 . The cognitive style index: A measure of intuition–analysis for organisational research, Journal of Management Studies , 33 : 119 – 135 .
- Arthur , W and Day , DV . 1991 . Examination of the construct validity of alternative measures of field dependence/independence, Perceptual and Mobr Skills , 72 : 851 – 859 .
- Bates , T . 1994 . Career development for high flyer, Management Development Review , 7 (6) : 20 – 24 .
- 10.1111/j.2044-8279.1985.tb02625.x · DOI · Paper page
- 10.1348/000709901158433 · DOI · Paper page
- 10.1108/13639510310460288 · DOI
- Bloomberg , M . 1971 . Creativity as related to field independence and mobility, Journal of Genetic Psychology , 118 : 3 – 12 .
- 10.1016/S0191-8869(98)00112-3 · DOI · Paper page
- Cassidy , S and Eachus , P . 2000 . Learning style, academic belief systems, self‐report student proficiency and academic achievement in higher education, Educational Psychology , 20 : 307 – 322 .
- Curry L 1987 Integrating concepts of cognitive or learning style: A review with attention to psychometric standards Ottawa ON: Canadian College of Health Service Executives
- 10.1080/0144341910110304 · DOI
- De Bello , TC . 1990 . Comparison of eleven major learning styles models: Variables, appropriate populations, validity of instrumentation and the research behind them, Journal of Reading, Writing, and Learning Disabilities , 6 : 203 – 222 .
- Duff A 2000 Learning styles measurement—the Revised Approaches to Study Inventory (RASI), Bristol Business School Teaching and Research Review Issue 3
- Duff , A and Duffy , T . 2002 . Psychometric properties of Honey and Mumford's Learning Styles Questionnaire, Personality and Individual Differences , 33 : 147 – 163 .
- Entwistle NJ 1981 Styles of teaching and learning: An integrated outline of educational psychology for students teachers and lecturers Chichester: Wiley
- Entwistle , NJ , Hanley , M and Hounsel , D . 1979 . Identifying distinctive approaches to studying, Higher Education , 8 : 365 – 380 .
- Entwistle NJ Tait H 1995 The Revised Approaches to Studying Inventory Centre for Research on Learning and Instruction Edinburgh: University of Edinburgh · DOI
- Freedman , RD and Stumpf , SA . 1981 . Learning style theory: Less than meets the eye, Academy of Management Review , 5 : 445 – 447 .
- Geiger , MA , Boyle , EJ and Pinto , J . 1992 . A factor analysis of Kolb's Revised Learning Styles Inventory, Educational and Psychological Measurement , 52 : 753 – 759 .
- 10.2466/pr0.1979.44.2.555 · DOI
- Getzel SJW Jackson PW 1962 Creativity and intelligence New York: Wiley
- Grigerenko EL Sternberg RJ 1995 Thinking styles. In Saklofske DH Zeinder (eds) M International handbook of personality and intelligence 205 230 New York: Plenum Press
- Griffiths , RT and Sheen , R . 1992 . Disembedded figures in the landscape: A reappraisal of L2 research on field dependence/independence, Applied Linguistics , 13 : 133 – 148 .
- Hartley J 1998 Learning and studying: A research perspective London: Routledge · DOI
- Hill JS 1976 Cognitive Style Interest Inventory Bloomfield Hills MI: Oakland Community College Press
- Holzman , PS and Klein , GS . 1954 . Cognitive system principles of levelling and sharpening: Individual differences in visual time‐error assimilation effects, Journal of Psychology , 37 : 105 – 122 .
- Hudson L 1966 Contrary imagination Harmondsworth: Penguin
- 10.1037/h0022199 · DOI · Paper page
- Kaufmann , G and Martinsen , O . 1991 . The explorer and the assimilator: A theory and measure of cognitive styles in problem solving, International Creativity Network Newsletter , 1 : 8 – 9 .
- Keefe JW 1982 Assessing student learning styles In Keefe JW (Ed.) Student learning styles and brain behaviour 1 18 Reston, VA: National Association of Secondary School Principals
- Kirton MJ 1994 Adaptors and innovators London: Routledge
- Kolb DA 1984 Experiential learning Englewood Cliffs NJ: Prentice Hall Inc
- Letteri , CA . 1980 . Cognitive profile—basic determinants of academic achievement, Journal of Educational Research , 73 : 195 – 199 .
- 10.1080/0144341970170106 · DOI
- Lynch , TG , Woelfl , NN , Steele , DJ and Hanssen , CS . 1998 . Learning style influences students' examination performance, The American Journal of Surgery , 176 : 62 – 66 .
- 10.1111/j.2044-8279.1976.tb02980.x · DOI · Paper page
- Massari , D and Massari , JA . 1973 . Sex differences in the relationship of cognitive style and intellectual functioning in disadvantaged pre‐school children, Journal of Genetic Psychology , 122 : 175 – 181 .
- McLachlan , JF and Hunt , DE . 1973 . Differential effects of discovery learning as a function of student conceptual level, Canadian Journal of Behavioural Science , 5 : 152 – 160 .
- McManus , IC , Richards , P , Winder , BC and Sproston , KA . 1998 . Clinical experience, performance in final examinations, and learning style in medical students: Prospective study, British Medical Journal , 316 : 345 – 350 .
- 10.1037/0033-2909.83.6.1026 · doi:10.1037/0033-2909.83.6.1026 · Paper page
- Myers IB 1962 The Myers–Briggs type indicator manual Princeton NJ: The Educational Testing Service · DOI · Paper page
- Newstead , SE . 1992 . A study of two “quick and easy” methods of assessing individual differences in student learning, British Journal of Educational Psychology , 62 : 299 – 312 .
- 10.1016/S0020-7373(72)80002-6 · DOI
- 10.1111/j.2044-8279.1976.tb02305.x · DOI · Paper page
- 10.1016/S0020-7373(72)80004-X · DOI · Paper page
- Ramirez M Casteneda A 1974 Cultural democracy—biocognitive development and education New York: Academic Press
- 10.1080/0144341970170101 · DOI · Paper page
- Reichman , SW and Grasha , AF . 1974 . A rational approach to developing and assessing the construct validity of a study learning style scales investment, Journal of Psychology , 87 : 213 – 223 .
- Reinert , H . 1976 . One picture is worth a thousand words? Not necessarily, The Modern Language Journal , 60 : 160 – 168 .
- Rezler , AG and Rezmovic , V . 1981 . The Learning Preference Inventory, Journal of Applied Health , 10 : 28 – 34 .
- Richardson JTE 2000 Researching students' learning: Approaches to studying in campus–based and distance learning Buckingham: Society for Research into Higher Education and Open University Press
- Riding , RJ . 1997 . On the nature of cognitive style, Educational Psychology , 17 : 29 – 49 .
- Riding , R and Dyer , V . 1983 . The nature of learning styles and their relationship to performance in children, Educational Studies , 2 : 21 – 27 .
- Riding , RJ and Pearson , F . 1994 . The relationship between cognitive style and intelligence, Educational Psychology , 14 : 413 – 425 .
- Riding , RJ and Taylor , EM . 1976 . Imagery performance and prose comprehension in 7 year old children, Educational Studies , 2 : 21 – 27 .
- 10.1016/S0191-8869(97)80003-7 · doi:10.1016/s0191-8869(97)80003-7
- 10.1080/0144341910110310 · DOI
- Schmeck , RR , Ribich , FD and Ramaniah , H . 1977 . Development of a self‐report inventory for assessing individual differences in learning processes, Applied Psychological Measurement , 1 : 413 – 431 .
- Sims , RR , Veres , JGIII , Watson , P and Buckner , KE . 1986 . The reliability and classification stability of the Learning Styles Inventory, Educational and Psychological Measurement , 46 : 753 – 760 .
- Suefeld , P and Coren , S . 1992 . Cognitive correlates of conceptual complexity, Personality and Individual Differences , 13 : 1193 – 1199 .
- Swanson LJ 1995 Learning styles: A review of the literature Educational Research Information Centre document no. ED 387 067
- Tait , H and Entwistle , NJ . 1996 . Identifying students at risk through ineffective study strategies, Higher Education , 31 : 97 – 116 .
- Tamir , P and Cohen , S . 1980 . Factors that correlate with cognitive preferences of medical school teachers, Journal of Educational Research , 74 : 67 – 74 .
- Veres , JGIII , Sims , RR and Locklear , TS . 1991 . Improving the reliability of Kolb's Revised Learning Style Inventory, Educational and Psychological Measurement , 51 : 143 – 150 .
- Vermunt JDHM 1994 Inventory of Learning Styles in Higher Education: Scoring key for the Inventory of Learning Styles in Higher Education Tilburg: Tilburg University Department of Educational Psychology · DOI
- Widiger , T , Knudson , R and Rorer , L . 1980 . Convergent and divergent validity of measures of cognitive styles and abilities, Journal of Personality and Social Psychology , 39 : 116 – 129 .
- Witkin HA 1962 Psychological differentiation: Studies of development New York: Wiley · DOI · Paper page
- Witkin T Goodenough DR 1981 Cognitive style: Essence and Origins New York: International Universities Press
Cited by
Learning Styles and Pedagogy in post-16 learning: a systematic and critical review
Coffield, F., Moseley, D., Hall, E., & Ecclestone, K. (2004) · Newcastle University · doi:10.25405/ncl.34085991 · Cited by 1,810
Kozhevnikov, M. (2007) · Psychological Bulletin · doi:10.1037/0033-2909.133.3.464 · Cited by 807
The wrong kind of AI? Artificial intelligence and the future of labour demand
Acemoglu, D., & Restrepo, P. (2020) · Cambridge Journal of Regions, Economy and Society · doi:10.1093/cjres/rsz022 · Cited by 634
Stop propagating the learning styles myth
Kirschner, P. A. (2017) · Computers & Education · doi:10.1016/j.compedu.2016.12.006 · Cited by 459
Leite, W. L., Svinicki, M., & Shi, Y. (2010) · Educational and Psychological Measurement · doi:10.1177/0013164409344507 · Cited by 448
Metadata
- Authors
- Cassidy *, S.
- Venue
- Educational Psychology
- Publisher
- Informa UK Limited
- Published
- 2004-08
- Volume
- 24
- Issue
- 4
- Pages
- 419-444
- ISSN
- 0144-3410 (ISSN-L)
- 1469-5820
- OpenAlex
- W2006001320
- Cited by
- 997
- References
- 2
- FWCI
- 41.35
- Type
- journal article
- Language
- en
- Open access
- bronze
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