Assessing learning styles of undergraduate logistics students using Kolb's learning style inventory: A cross-sectional survey

M.F. Mpwanya, S. Dockrat


Understanding students’ learning styles and adapting instructional strategies to the variety of student learning styles are determinants for effective learning and enhance learning performance. Using Kolb’s learning style inventory (LSI) and demographic questions, this study assesses the learning styles of undergraduate logistics university students by identifying their dominant learning style and by exploring whether students’ demographic factors influence their learning styles. To this end, a cross-sectional survey involving 429 undergraduate logistics university students in South Africa was conducted. The results show that accommodating learning style as the most predominant learning style among undergraduate logistics university students, followed by students with assimilating learning style. The combined proportion of these two groups of students represents more than two-thirds of the sampled population. The study’s findings show that gender and learning styles were significantly related. While the majority of male logistics students displayed the diverging learning style, their female counterparts exhibited the converging learning style. On the other hand, learning styles and age group; learning styles and type of high school attended; and learning styles and nationality were found not to be related. This study has implications for practice and extends the literature on learning styles and demographic factors in the unexplored logistics discipline.


learning styles, Kolb learning style inventory, cross-section survey, undergraduate logistics students, demographic factors

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Adenuga, B. O. 1989. Self-directed readiness and learning style preferences of adult learners. PhD thesis. Department of Professional Studies in Education. Iowa State University.

Akkoyunlu, B. and M. Y. Soylu. 2008. A study of student’s perceptions in a blended learning environment based on different learning styles. Educational Technology & Society 11(1): 183‒193.

Bosman, A. and S. Schulze. 2018. Learning style preferences and Mathematics achievement of secondary school learners. South African Journal of Education 38(1): 1‒8.

Boström, L. 2012. Do ten-year-old children in Sweden know how they learn? A study of how students believe they learn compared to their learning style preferences. International Education Studies 5(6): 11‒23.

Budeva, D., M. Kahaiova and E. Petkus. 2015. Nationality as a determinant of learning styles: Comparing marketing students from Bulgaria and the USA. e-Journal of Business Education & Scholarship of Teaching 9(1): 97‒106.

Cabi, E. and S. Yalcinalp. 2012. Lifelong learning considerations: Relationship between learning styles and learning strategies in higher education. Procedia ‒ Social and Behavioral Sciences 46: 4457‒4462.

Carol, C. 2015. Learning styles in higher education. A case study in history training. The 6th International Conference Edu World 2014 “Education Facing Contemporary World Issues”, 7th ‒ 9th November 2014. Procedia ‒ Social and Behavioral Sciences 180: 256‒261.

Cho, S. 2016. Exploring learning and teaching styles of mathematics at an urban university in South Africa. Ph.D. thesis. Department of Mathematics, Science and Technology. University of Johannesburg.

D’Amore, A., S. James and E. K. L. Mitchell. 2012. Learning styles of first-year undergraduate nursing and midwifery students: A cross-sectional survey utilising the Kolb Learning Style Inventory. Nurse Education Today 32: 506‒515.

Dlodlo, N., P. S. Mvelase and C. Krause. 2010. A gender-based survey of learning styles of South African employees in ICT careers, 1‒15.

Dorsey, O. L. and M. J. Pierson. 1984. A descriptive study of adult learning styles in a non-traditional education program. Lifelong Learning 7: 8‒11.

Dunn, R. and K. Dunn. 1978. Teaching students through their individual learning styles: A practical approach. Reston, VA: Reston Publishing.

Felder, R. M. 1996. Matters of style. ASEE Prism 6(4): 18‒23.

Felder, R. M and B. A. Solomon. 1997. Index of learning styles. (Accessed 12 November 2017).

Fleming, N. D. 2001. Teaching and learning styles: VARK Strategies. Honolulu Community College.

Fletcher, S., J. Potts and R. Ballinger. 2008.The pedagogy of integrated coastal management. The Geographical Journal 174(4): 374‒386.

Gardner, B. S. and S. J. Korth. 1998. A framework for learning to work in teams. Journal of Education for Business 74(1): 28‒33.

Garrison, D. R. and H. Kanuka. 2004. Blended learning: Uncovering its transformative potential in higher education. The Internet and Higher Education 7(2): 95‒105.

Ghazivakili, Z., R. N. Nia, F. Panahi, M. Karimi, H. Gholsorkhi and Z. Ahmadi. 2014. The role of critical thinking skills and learning styles of university students in their academic performance. Journal of Advances in Medical Education and Professionalism 2(3): 95‒102.

Ghaffari, R., F. S. Ranjbarzadeh, E. F. Azar, S. Hassanzadeh, N. Safaei, P. Golanbar, H. Mazouchian and E. Abbasi. 2013. The analysis of learning styles and their relationship to academic achievement in medical students of basic sciences program. Research and Development in Medical Education 2(2): 73‒76.

Goorha, P. and V. Mohan. 2009. Understanding learning preferences in the business school curriculum. Journal of Education for Business 85(3): 145‒152.

Graham, C. R. 2006. Blended learning systems: Definition, current trends and future directions. In Handbook of blended learning: Global perspectives, local designs, ed. C. J. Bonk and C. R. Graham. San Francisco, CA: Pfeiffer.

Gyeong, J. A. and S. Y. Myung. 2008. Critical thinking and learning styles of nursing students at the baccalaureate-nursing program in Korea. Contemporary Nurse 29(1): 100‒109.

Hauer, P., C. Straub and S. Wolf. 2005. Learning styles of allied health students using Kolb’s LSI-IIa. Journal of Allied Health 34(3): 177‒182.

Herrmann, N. 1989. The creative brain. Lake Lure, NC: Brain Books.

Holley, J. H. and E. K. Jenkins. 1993. The relationship between learning style and performance on various test question formats. Journal of Education for Business 68: 301‒308.

Honey, P. and A. Mumford. 1982. The manual of learning styles. Maidenhead, UK: Peter Honey.

Jorgensen, G. W. 2006. One size doesn’t fit all: Achieving accountability through application of learning patterns. In Learning styles and learning a key to meeting the accountability demands in education, ed. R. R. Sims and S. J. Sims. New York: Nova Science.

Kaur, M. 2014. Comparative analysis of learning styles of secondary school students by gender and grade. Journal of Advance Research in Education, Technology & Management 2(3): 212‒215.

Keefe, J. W. 1979. School applications of the learning style concept: Student learning styles. Reston, VA: National Association of Secondary School Principals.

Kempen, E. and S. B. Kruger. 2019. Kolb’s learning styles of optometry students at the University of the Free State. South Africa. African Vision and Eye Health 78(1): a454.

Kiwanuka, H. N., J. Van Damme, W. Van den Noortgate, D. N. Anumendem and S. Namusisi. 2015. Factors affecting Mathematics achievement of first-year secondary school students in Central Uganda. South African Journal of Education 35(3): Art. # 1106, 16 pages.

Kolb, D. A 1976. Learning style inventory: Technical manual. Boston, MA: McBer.

Kolb, D. A. 1984. Experiential learning: Experience as the source of learning and development. Englewood Cliffs, NJ: Prentice-Hall.

Kolb, D. A. 1985. Learning-style inventory: Self-scoring inventory and interpretation booklet. Boston: McBer.

Kolb, D. A. 1999. The Kolb learning-style inventory. Version 3. Boston: Hay Resources Direct.

Kolb, A. Y. and D. A. Kolb. 2005. The Kolb learning style inventory. Version 3.1: 2005 technical specifications. Philadelphia: Hay Group, Experience Based Learning Systems, Inc.

Kolb, D. A. 2015. Experiential learning: Experience as the source of learning and development. 2nd Edition. Upper Saddle River, New York: Pearson Education, Inc.

Lee, C., A. S. Yeung and T. Ip. 2016. Use of computer technology for English language learning: Do learning styles, gender, and age matter? Computer Assisted Language Learning 29(5): 1035‒1051.

Li, M. and S. J. Armstrong. 2015. The relationship between Kolb’s experiential learning styles and Big Five personality traits in international managers. Personality and Individual Differences 86: 422‒426.

Litzinger, M. E. and B. Osif. 1993. Accommodating diverse learning styles: Designing instruction for electronic information sources. In What is good instruction now? Library instruction for the 90s, ed. L. Shirato. Ann Arbor, MI: Pierian Press.

Lovelace, M. K. 2005. Meta-analysis of experimental research based on the Dunn and Dunn model. The Journal of Educational Research 98(3): 176‒183.

Macdonald, J. 2008. Blended learning and online tutoring. 2nd Edition. Hampshire, UK: Gower.

Magdalena, S. M. 2015. The relationship of learning styles, learning behaviour and learning outcomes at the Romanian students. The 6th International Conference Edu World 2014 “Education Facing Contemporary World Issues”, 7th ‒ 9th November 2014. Procedia ‒ Social and Behavioral Sciences 180: 1667‒1672.

Marriott, P. 2002. A longitudinal study of undergraduate accounting students’ learning style preferences at two UK universities. Accounting Education 11(1): 43‒62.

Mills, D. W. 2002. Applying what we know student-learning styles. Retrieved April 7:2009.

Murray, M. 2016. Does poor quality schooling and/or teacher quality hurt black South African students enrolling for a degree at the University of KwaZulu-Natal? PLoS ONE 11(4): e015309.

Murphy, R. J., S. A. Gray, S. R. Straja and M. C. Bogert. 2004. Student learning preferences and teaching implications. Journal of Dental Education 68: 859‒866.

Nair, M. A. and P. Lee. 2016. An exploration of the learning style among undergraduate nursing students from an Indian perspective. Journal of Nursing and Health Science 5(5): 1‒4.

Nunnally, J. 1978. Psychometric theory. New York: McGraw-Hill.

Pashler, H., H. McDaniel, D. Rohrer and R. Bjork. 2008. Learning styles: Concepts and evidence. Psychological Science in the Public Interest 9(3): 103‒119.

SA see South Africa.

Sam, H. K. and C. K. Ling. 2000. Effects of learning styles on undergraduates’ attitudes, navigational patterns, and use of navigational tools in hypermedia-based learning. The Electronic Journal of Information Systems in Developing Countries 2(3): 1‒11.

Shah, K., J. Ahmed, N. Shenoy and N. Srikant. 2013. How different are students and their learning styles? International Journal of Research in Medical Sciences 1(3): 101‒104.

Shanker, A. 1990. The end of the traditional model of schooling – and a proposal for using incentives to restructure our public schools. Phi Delta Kappan January: 345‒357.

Slater, J. A., H. L. Lujan and S. E. DiCarlo. 2007. Does gender influence learning style preferences of first-year medical students? Advances in Physiology Education 31: 336‒342.

Smith, P. L. and T. J. Ragan. 1999. Instructional design. New York: Macmillan Publishing Company.

Smith, A. 2010. Learning styles of registered nurses enrolled in an online nursing program. Journal of Professional Nursing 26(1): 49‒53.

South Africa. 2014. Department of Higher Education and Training. Call for comments on the national scarce skills list: Top 100 occupations in demand. Government Gazette 380, May 23. (Government notice No. 37678). %20call %20for%20comments%202014.pdf (Accessed 12 June 2016).

South African Schools Act. 1996 (Act No 84 of 1996).

Sun, K. T., Y. C. Lin and C. J. Yu. 2008. A study on learning effect among different learning styles in a Web-based lab of science for elementary school students. Computers & Education 50(4): 1411‒1422.

Terrell, S. 2002. Learning style as a predictor of success in a limited residency doctoral program. The Internet in Higher Education 5(4): 345‒352.

Vawda, A. 2005. The learning styles of first year university students. Magister Artium dissertation. Faculty of Health Sciences. Nelson Mandela Metropolitan University.

Vishwakarma, P., O. P. Verma and M. Mitra. 2015. Learning styles in relation to intelligence, locale and sex. International Journal of Education & Management Studies 5(2): 148‒151.

Vita, G. D. 2001. Learning styles, culture and inclusive instruction in the multicultural classroom: A business and management perspective. Innovations in Education and Teaching International 38(2): 165‒174.

Voos, R. 2003. Blended learning what is it and where might it take us? Sloan-C View 2(1): 2–5.

Wehrwein, E. A., H. L. Lujan and S. E. DiCarlo. 2007. Gender differences in learning style preferences among undergraduate physiology students. Advances in Physiology Education 31: 153‒157.

Zoghi, M., T. Brown, B. Williams, L. Roller, S. Jaberzadeh, C. Palermo, L. McKenna, C. Wright, M. Baird, M. Schneider-Kolsky, L. Hewitt, J. Sim and T.-A. Holt. 2010. Learning style preferences of Australian health science students. Journal of Allied Health 39(2): 95‒103.



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