Abstract
Models of learning style or approaches to learning have been operationalized in the Learning Process Questionnaire (LPQ). Guided by an assumed framework, the authors examine the construct validity of the LPQ in Botswana and investigate the similarities and differences in the process of learning in a non-Western context. Six structural equation modeling are used to test the association between cross-cultural variability and learning. Responses to this instrument are shown to have good internal consistency reliability, and support is provided for its construct validity in terms of its factorial structure. Results further reveal support for dimensions of deep and surface strategies, despite the differences in learning conceptualizations. The strategies utilized by students in the Western educational context are similar to those used by their African counterparts. Taken together, the interaction of gender and culture, makes us propose a relationship between culture, learning and life adaptations, thus extending the concept of learning style to account for the influence of culture. Tentatively, conceptual issues in learning process and suggestions for further research are presented.
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References
Akande, A. (1997). The perception of ability scale for students in Africa and New Zealand. School Psychology International, 18, 179–189.
Akande, A. (1998). IQ is irrelevant to the definition of contemporary education. An unpublished manuscript, University of the Western Cape/PUKKE.
Andrews, J., Violato, C., Rabb, K., & Hollingsworth, M. (1994). A validity study of Biggs’ three factor model of learning approaches: a confirmatory factor analysis employing a Canadian sample. British Journal of Educational Psychology, 64, 179–185.
Arens, A. K., & Moller, J. (2016). Dimensional comparisons in students’ perceptions of the learning environment. Learning and Instruction, 42, 22–30.
Baas, D., et al. (2015). The relation between assessment for learning and elementary students cognitive and metacognitive strategy use. British Journal of Educational Psychology, 85, 33–46.
Bergami, M., & Bagozzi, R. P. (2000). Self-categorization, affective commitment and group self-esteem as distinct aspects of social identity in the organization. British Journal of Social Psychology, 39, 555–578.
Biggs, J. B. (1987). The Learning Process Questionnaire (LPQ) manual (Hawthorn, Victoria: Australian Council for Educational Research).
Biggs, J. B. (1988). Assessing student approaches to learning. Australian Psychologists, 23, 197–206.
Biggs, J. B. (1993). What do inventories of students’ learning processes really measure? A theoretical review of clarification. British Journal of Educational Psychology, 63, 3–19.
Boyle, G. J. (1986). Analysis of typological factors across the Eight State Questionnaire and the differential emotions scale. Psychological Reports, 59, 503–510.
Buss, D. M., & Craik, K. H. (1983). Act prediction and the conceptual analysis of personality scales: Indices of act density, bipolarity, and extensity. Journal of Personality and Social Psychology, 45, 1081–1095.
Byrne, B. M. (2000). Measuring self-concept across cultures. Issues, caveats, and practice. Unpublished paper, SELF Research Centre International Conference, Oct 5–6.
Ceci, J. J., & Williams, W. M. (2010). Sex differences in math-intensive fields. Current Directions in Psychological Science, 19, 275–279.
Choy, J. L. F., O’Grady, G., & Rotgano, J. L. (2012). Is the study process questionnaire (SPQ) a good predictor of academic achievement? Instructional Science, 40, 159–172.
Clark, I. (2012). Formative assessment. Educational Psychology Review, 24, 205–249.
Covington, M. V. (1992). Making the grade: A self-worth perspective on motivation and school reform. New York: Cambridge University Press.
Cronbach, L. J. (1977). Test validation. In R. L. Thorndike (Ed.), Educational measurement (pp. 443–507). Washington DC: American Council of Education.
Dismore, D. L., & Alexander, P. A. (2012). A critical discussion of deep and surface processing: What it means, how it is measured, the role of context and model specification. Educational Psychology Review, 24, 499–567.
Ellis, H. (1894). Man and woman. London: Walter Scott.
Feingold, A. (1992). Gender differences in mate selection preferences: a test of the parental investment model. Psychological Bulletin, 112, 125–139.
Gerwel, J. (1993). “Foreword”, AD Dialogues 1: Exploring Change: Case Studies of academic development, edited by Melanie Walker (Academic Development Centre, UWC).
Gerwel, J. (1994). Education in South Africa: Means and ends. In J. E. Spence (Ed.), Change in South Africa. London: Zed Books.
Gill, S. (2009). Monitoring and promoting well-being in education Principles and possible approaches to child well-being indicators. Working Paper, Europe Consortium of Education.
Gould, S. J. (2003). The hedgehog, the fox and the magister’s pox: Mending the gap between science and humanities. New York: Harmony books.
Hawking, S. W. (2015). Who’s Who 2015 (online Oxford University Press ed.). A & C Black, an imprint of Bloomsbury Publishing plc.
Hong, H. Y., & Lin-Sieglers, X. (2012). How learning about scientists’ struggles influence students interest’ interest and learning in Physics. Journal of Educational Psychology, 104, 409.
Hui, C. H., & Triandis, H. C. (1985). Measurement in cross-cultural psychology: A review and comparison of strategies. Journal of Cross-Cultural Psychology, 16, 131–152.
Huntley, C. W., & Davis, F. (1983). Undergraduate study of value scores as predictors of occupation 25 years later. Journal of Personality and Social Psychology, 40, 1148–1155.
Kirp, D. L. (2013). Improbable scholars: The rebirth of a giant American school system and a strategy for American schools. New York: Oxford University Press.
Kostons, D., Van Gogi, T., & Paas, F. (2012). Training self-assessment and task selection skills. A cognitive approach to improving self-regulated learning. Learning and Instruction, 22, 12–133.
Leinhardt, G., Zaslavsky, O., & Stein, K. M. (1990). Functions graphs, and graphing: Tasks, learning, and teaching. Review of Educational Research, 60, 1–64.
Li, J. (2016). Play or learn: European-American and Chinese kindergarteners perceptions about conflict. British Journal of Educational Psychology, 86, 57–74.
Lieberman, M. (2013). Social: Why our brains are wired to connect. New York: Crown.
Manolom, T., & Promphakping, B. (2015). Measuring well-being from local perspective: The case of Lao PDR. Social Indicators Research, 123, 1391–1409.
Marton, F., & Saljo, R. (1976). On qualitative differences in learning -I: Outcome and process. British Journal of Educational Psychology, 46, 4–11.
Michalos, A. C., Creech, H., McDonald, C., & Hatch Kahlke, P. M. (2011). Measuring knowledge, attitudes and behaviours concerning education for sustainable development: Two exploratory studies. Social Indicators Research, 100, 391–413.
Michalos, A. C., Creech, H., Swayze, N., Kahlke, P. M., Buckler, C., & Rempel, K. (2012). Measuring knowledge, attitudes and behaviours concerning sustainable development among tenth grade students in Manitoba. Social Indicators Research, 106, 213–238.
Pat-El, R. J., Tillema, H., Segers, M., & Vedder, P. (2013). Validation of assessment for learning questionnaires for teachers and students. British Journal of Educational Psychology, 83, 98–113.
Pearson, K. (1897). Chances of death. (Vol. 1). London: Arnold.
Piaget, J. (1964). The early growth of logic in the child (London: Routledge and Kegan Paul, 1964) [La genèse des structures logiques elementaires (1959)].
Ravitch, D. (2014). Hoaxes in education policy. The Teacher Educator, 49, 153–165.
Skinner, B. F. (1954). The science of learning and the art of teaching. Harvard Educational Review, 24, 86–97.
Spitzer, B., & Aronson, J. (2015). Minding and mending the gap. Socio-psychological intervention to reduce education disparities. British Journal of Psychology, 85, 1–18.
Tang, T. L. P., Sutarso, T., Ansari, M. A., Lim, V. K. G., Teo, T. S. H., Akande, A. et al. (2016). Monetary Intelligence: The Enron Effect—Love of Money, Corporate Ethical Values, Corruption Perceptions Index (CPI), and Dishonesty across 31 Geopolitical Entities. Journal of Business Ethics. doi:10.1007/s10551-015-2942-4.
Triandis, H. C. (1995). Individualism and collectivism. Boulder: Westview Press.
Vandevelde, S., Van Keeri, H., & Rosseel, Y. (2013). Measuring the complexity of upper primary school children’s self-regulated learning: A multi-component approach. Educational Psychology, 38, 407–425.
Veeman, M. V. J. (2011). Alternative assessment of strategy use with self-report instruments: A discussion MetaCognition. Learning, 61, 205–211.
Watkins, D. (1994). Student evaluation of University teaching, a cross-cultural perspective. Research in Higher Education, 35, 251–266.
Watkins, D., & Akande, A. (1992). Assessing the approaches to learning of Nigerian students. Assessment, 17, 11–20.
Watkins, D., & Akande, A. (1994). Approaches to learning of Nigerian secondary school children: Emic and etic perspectives. International Journal of Psychology, 29, 165–182.
Watson, R. J., & Russell, S. T. (2015). Disengaged or bookworm: Academic mental health and success for youth. Journal of Research on Adolescence,. doi:10.1111/jou.12199.
Wong, N., Lin, W., & Watkins, D. (1996). Cross-cultural validation of models of approaches to learning: An application of confirmatory factor analysis. Education, 16, 317–327.
Yeager, D. J. (2014). The far-reaching effects of believing people can change: Implicit theories of personality shape, stress, health, and achievement during adolescence. Journal of Personality and Social Psychology, 106, 867–884.
Acknowledgments
We thank distinguished Professors David Watkins, Gregory Boyle, Richard Bagozzi, Thomas Ollendick, Thomas Tang, and Bill Williams for particularly helpful insights regarding various aspects of the research work. Special thanks to students, colleagues and parents who make this study possible. The senior author will like to pay special tribute to Late Dr Alex Brown and the 1993 Psychology Dept and FCHS, UWC, South Africa.
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Akande, A., Adewuyi, M., Akande, T. et al. If One Goes Up the Other Must Come Down: Examining Gender Differences and Understanding of Models of Learning Style: A Non-Western Perspective. Soc Indic Res 131, 817–829 (2017). https://doi.org/10.1007/s11205-016-1274-9
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DOI: https://doi.org/10.1007/s11205-016-1274-9