Predictors of Academic Achievement of Student ICT Teachers with Different Learning Styles
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Predictors of Academic Achievement of Student ICT Teachers with Different Learning Styles

Authors: Deniz Deryakulu, Şener Büyüköztürk Hüseyin Özçınar

Abstract:

The main purpose of this study was to determine the predictors of academic achievement of student Information and Communications Technologies (ICT) teachers with different learning styles. Participants were 148 student ICT teachers from Ankara University. Participants were asked to fill out a personal information sheet, the Turkish version of Kolb-s Learning Style Inventory, Weinstein-s Learning and Study Strategies Inventory, Schommer's Epistemological Beliefs Questionnaire, and Eysenck-s Personality Questionnaire. Stepwise regression analyses showed that the statistically significant predictors of the academic achievement of the accommodators were attitudes and high school GPAs; of the divergers was anxiety; of the convergers were gender, epistemological beliefs, and motivation; and of the assimilators were gender, personality, and test strategies. Implications for ICT teaching-learning processes and teacher education are discussed.

Keywords: Academic achievement, student ICT teachers, Kolb learning styles, experiential learning.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1332732

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[1] N.R. Kuncel, M. Crede, and L.L. Thomas, "The validity of self-reported grade point averages, class ranks, and test score: A meta-analysis and review of the literature." Review of Educational Research, vol.75, pp. 63-82, 2005.
[2] A.R. Jensen, "The g factor." Westport, Connecticut: Preager. 1998.
[3] M. Boekaerts, "The interface between intelligence and personality as determinants of classroom learning." In International handbook of personality and intelligence, D. Saklofske and M. Zeidner, Eds. New York, Plenum, 1995, pp. 161-183.
[4] Y. Yamazaki, "Learning styles and typologies of cultural differences: A theoretical and empirical comparison." International Journal of Intercultural Relations, vol. 29, pp. 521-548. 2005.
[5] S, Joy, and D.A. Kolb, "Are there cultural differences in learning style?" International Journal of Intercultural Relations, vol. 33, pp. 69-85. 2009.
[6] C. Jones, C. Reichard, and K. Mokhtari, "Are students- learning styles discipline specific?" Community College Journal of Research and Practice, vol. 27, pp. 363-375. 2003.
[7] A.Y. Kolb, and D.A. Kolb, "Learning styles and learning spaces: Enhancing experiential learning in higher education." Academy of Management Learning & Education, vol. 4, pp. 193-212, 2005.
[8] D. A. Kolb, "Learning styles and disciplinary differences" In The modern American college: Responding to the new realities of diverse students and a changing society, A.W Chickering and associates Eds. San Francisco, CA: Jossey-Bass, 1981. pp. 232-255.
[9] J.W. Keefe, "Learning style: An overview." In Student learning styles: Diagnosing and prescribing programs, J.W. Keefe Ed. Reston: National Association of Secondary School Principals, 1979, pp. 1-17.
[10] L. Curry, "Review of learning style, studying approach, and instructional preference research in medical education." In International perspectives on individual differences: Vol. 4. Cognitive styles, R.J Riding and S.G. Rayner Eds. Stamford, CT: Ablex Publishing, 2000, pp. 263-276.
[11] H. Witkin, "Cognitive styles in academic performance and teacherstudent relations." In Individuality in learning: Implications of cognitive styles and creativity for human development, S. Messick and associates (Eds.), San Francisco, CA: Jossey-Bass, 1976.
[12] D. Kolb and M. Goldman, "Toward a typology of learning styles and learning environments: an investigation of the impact of learning styles and discipline demands on the academic performance, social adaptation, and career choice of M.I.T. seniors." Sloan School of Management Working Paper, 1973, pp. 688-773.
[13] P. Aşkar, and B. Akkoyunlu, "Kolb learning style inventory"
[Kolb ö─ƒrenme stili envanteri], E─ƒitim ve Bilim, vol. 87, pp. 37-47, 1993.
[14] ├£. Köymen, "Learning and study strategies inventory: Validity and reliability study"
[Öğrenme ve ders çalışma stratejileri envanteri: Geçerlik ve güvenirlik çalışması], Psikolojik Danışma ve Rehberlik Dergisi, vol. 2, pp. 19-28, 1994.
[15] D. Deryakulu, and ┼×. B├╝y├╝közt├╝rk, "Validity and reliability study of epistemological beliefs questionnaire"
[Epistemolojik inan├º öl├ºe─ƒinin ge├ºerlik ve g├╝venirlik ├ºal─▒┼ƒmas─▒], Eurasian Journal of Educational Research, vol. 8, pp. 111-125, 2002.
[16] E. E. Atbaş, "An investigation of the relationship between the personality traits of introversion-extroversion and the oral proficiency of learners of English in an EFL setting in Turkey," Unpublished master thesis, Bilkent University, Ankara, Turkey, 1997.
[17] T.T. Moores, J.C. Change, and D.K. Smith, "Learning style and performance: A field study of IS students in an analysis and design courses." Journal of Computer Information Systems, vol. Fall. pp. 77-85, 2004.
[18] F, Tai-Sheng, L, Yi-Ching, and L. M. Niess, "Predicting academic achievement of college computer science majors." Journal of Research on Computing in Education, vol. 31, pp. 155-172, 1998.
[19] Y-M. Shiue, "The effects of cognitive learning style and prior computer experience on Taiwanese college students- computer self-efficacy in computer literacy courses." Journal of Educational Technology Systems, vol. 31, pp. 393-409, 2002-2003.
[20] J.P. Myers, Jr., and B. Munsinger, "Cognitive style and achievement in imperative and functional programming language courses.” In Call of the North, NECC-96. Proceedings of the Annual National Educational Computing Conference, 10p, June, 1996.
[21] S.R. Terrell, "The effect of learning style on doctoral course completion in a web-based learning environment.” Internet and Higher Education, vol. 5, pp. 345-352, 2002.
[22] A.Y. Kolb and D. A. Kolb, "The Kolb Learning Style Inventory-Version 3.1: 2005 Technical specifications.” HayGroup, 2005. Available at: http://www.haygroup.com/tl/Downloads/LSI_Technical_Manual.pdf
[23] P. Warr, and J. Downing, "Learning strategies, learning anxiety and knowledge acquisition.” British Journal of Psychology, vol. 91, pp. 311- 333, 2000.
[24] M. Philbin, M.E. Huffman, and P. Boverie, "A survey of gender and learning styles.” Sex Roles, vol. 32, pp. 485-494, 1995.
[25] D. Kolb, Experiential learning: Experience as the source of learning and development. Engelwood Cliffs, NJ: Prentice-Hall. 1984.
[26] S. Vernon-Gerstenfeld, "Serendipity? Are there gender differences in the adoption of computers? A case study.” Sex Roles, vol. 21, pp. 161-173, 1989.
[27] M.J. Jacobson, J.J. Jehng, and C. Maouri, "The cultural and domain specify of epistemological beliefs: A cross-cultural study of Taiwanese and American university students.” Paper presented at the annual meeting of the American Educational Research Association, New York, 1994.
[28] D. Deryakulu, and Ş. Büyüköztürk, "The re-examination of the epistemological beliefs questionnaire’s factor structure: Comparing epistemological beliefs in terms of gender and program type
[Epistemolojik inanç ölçeğinin faktör yapısının yeniden incelenmesi: Cinsiyet ve öğrenim görülen program türüne göre epistemolojik inançların karşılaştırılması,], Eurasian Journal of Educational Research, vol. 18, pp. 57-70, 2005.
[29] S. Lipsky, "Correlating the LASSI with developmental students’ academic performance” In Selected Proceedings from the Annual Conferences of the Pennsylvania Association of Developmental Educators, pp. 47-49, March, 1998.
[30] C.E. Weinstein, "LASSI user’s manual.” H&H Publishing Company, Clearwater, Florida, 1987.
[31] S.E. Severiens, and G.T.M Ten Dam, "Gender differences in learning styles: A narrative review and quantitative meta-analysis.” Higher Education, vol. 27, pp. 487-501, 1994.
[32] D.H Jonassen, and B.L. Grabowski, "Handbook of individual differences, learning, and instruction.” Hillsdale, NJ: Lawrence Erlbaum, 1993.
[33] A. Funham, T. Chamorro-Premuzic, and F. McDougall, "Personality, cognitive ability, and beliefs about intelligence as predictors of academic performance.” Learning and Individual Differences, vol. 14, pp. 49-66, 2003.
[34] J. McKenzie, "Neuroticism and academic achievement: The Furneaux factor.” Personality and Individual Differences, vol. 10, pp. 509-515, 1989.
[35] K.V. Petrides, T. Chamorro-Premuzic, N. Fredericson, and A. Furnham, "Explaining individual differences in scholastic behaviour and achievement.” British Journal of Educational Psychology, vol. 75, pp. 239-255, 2005.
[36] M.C.W. Yip, and O.L.L. Chung, "Relationship of study strategies and academic performance in different learning phases of higher education in Hong Kong.” Educational Research and Evaluation, vol. 11, pp. 61- 70, 2005.
[37] M.D. Svincki, and N.M. Dixon, "The Kolb model modified for classroom activites,” College Teaching, vol. 35, pp. 141-146, 1987.
[38] S.M. Montgomery, and L.N. Groat, "Student learning styles and their implications for teaching.” CRTL Occasional Papers, No. 10, The center for Research on Learning and Teaching, http://www.crlt.umich. edu/publinks/CRLT_no10.pdf