UNIMODAL & KINAESTHETIC LEARNING STYLES PREDOMINATE IN BOTH SCIENCE AND NON-SCIENCE UNIVERSITY STUDENTS IN MALAYSIA USING VARK
Keywords:
learning style, non-science, science, VARK, university studentsAbstract
Learning styles play an imperative role in the tertiary education. Several studies have documented that multimodal is dominant in learning styles among university students. Some denote unimodal learning style trends among basic science and non-science students. Dissimilar investigation tools in previous studies complicate the comparison to reach a firm conclusion. We aim to compare the learning styles between science and non-science tertiary learning in Malaysia. This survey was conducted in May-June 2021 after ethical approval. Subjects were recruited using convenient sampling from higher education institutions. The learning styles were investigated using a validated VARK questionnaire. Informed consent was obtained from 148 university students (117 science and 31 non-sciences) before participation. Approximately 82% of the learning style are unimodal. There is no significant difference in learning styles between science and non-science students (Mann Whitney = 1505.50, p>0.05). Kinaesthetic learning styles are predominant (62.8%%). The unimodal findings match those observed in early studies among non-science students but do not support the previous multimodal reports among science students. This discrepancy may be attributed to the imbalanced gender proportion and composition of millennial students. The most visible finding from this study is the predominant unimodal and kinaesthetic learning style among university students in Malaysia in both science and non-science disciplines. Future research may include a more significant male sample size and multiple investigation tools of diverse learning styles classifications to have a wide-ranging understanding of learning styles to strategise pedagogy teaching.
References
Alkhasawneh, I. M., Mrayyan, M. T., Docherty, C., Alashram, S., & Yousef, H. Y. (2008). Problem-based learning (PBL): Assessing students’ learning preferences using VARK. Nurse Education Today, 28(5), 572–579.
Allen, S., Swidler, M., & Keiser, J. (2013). Aligning pedagogy of american business language with marketing students’ preferred learning styles. Procedia - Social and Behavioral Sciences, 70, 1254–1264.
Almigbal, T. H. (2015). Relationship between the learning style preferences of medical students and academic achievement. Saudi Medical Journal, 36(3), 349–355.
Amir, R., & Jelas, Z. M. (2010). Teaching and learning styles in higher education institutions: Do they match? Procedia - Social and Behavioral Sciences, 7(C), 680–684.
Asiry, M. A. (2016). Learning styles of dental students. Saudi Journal for Dental Research, 7(1), 13–17.
Awang, H., Abd Samad, N., Mohd Faiz, N. S., Roddin, R., & Kankia, J. D. (2017). Relationship between the learning styles preferences and academic achievement. IOP Conference Series: Materials Science and Engineering, 226(1), 1–5.
Babadogan, C., & Budakoglu, I. (2012). Learning style scales and studies used with students of health departments of universities between 1998-2008. Procedia - Social and Behavioral Sciences, 46, 2462–2466.
Balakrishnan, V., & Gan, C. L. (2016). Students’ learning styles and their effects on the use of social media technology for learning. Telematics and Informatics, 33(3), 808–821.
Balasubramaniam, G., & K, I. (2016). A Study of learning style preferences among first year undergraduate medical students Using VARK Model. Education in Medicine Journal, 8(4), 15–21.
Bidabadi, F. S., & Yamat, H. (2010). Learning style preferences by Iranian EFL freshman university students. Procedia - Social and Behavioral Sciences, 7(2), 219–226.
Chimmalgi, M. (2018). Off-line virtual microscopy in teaching histology to the undergraduate medical students: do the benefits correlate with the learning style preferences? Journal of the Anatomical Society of India, 67(2), 186–192.
Cletus, D., Ismail Nizam, Arwa Moustafa Kamel Eissa, & Md. Kamrul Hasan Khan. (2019). The impact of learning style on student performance: Mediated by personality. International Journal of Education, Learning and Training, 4(2), 22–47.
Dickinson, K. J., Bass, B. L., Graviss, E. A., Nguyen, D. T., & Pei, K. Y. (2021). How learning preferences and teaching styles influence effectiveness of surgical educators. American Journal of Surgery, 221(2), 256–260.
Franklin, S. (2006). VAKing out learning styles—why the notion of ‘learning styles’ is unhelpful to teachers. Education 3-13, 34(1), 81–87.
Halili, S. H., Naimie, Z., Sira, S., AhmedAbuzaid, R., & Leng, C. H. (2015). Exploring the link between learning styles and gender among distance learners. Procedia - Social and Behavioral Sciences, 191, 1082–1086.
Halili, S. H., Naimie, Z., Siraj, S., AhmedAbuzaid, R., & Leng, C. H. (2014). Learning styles and gender differences of USM distance learners. Procedia - Social and Behavioral Sciences, 141, 1369–1372.
Hernández-Torrano, D., Ali, S., & Chan, C. K. (2017). First year medical students’ learning style preferences and their correlation with performance in different subjects within the medical course. BMC Medical Education, 17(1), 1–7.
Honey, P., & Mumford, A. (2006). Learning Styles Questionnaire 80 items. London: Maidenhead.
Hopkins, D., & Reynolds, D. (2001). The past, present and future of school improvement: Towards the third age. British Educational Research Journal, 27(4), 459–475.
Ictenbas, B. D., & Eryilmaz, H. (2011). Determining learning styles of engineering students to improve the design of a service course. In Procedia - Social and Behavioral Sciences (Vol. 28, pp. 342–346). Elsevier.
Ismail, W. C. N., & Azman, N. (2010). Diverse learning styles of non formal adult learners in community colleges in Malaysia. Procedia - Social and Behavioral Sciences, 7(2), 139–144.
Isman, C. A., & Gundogan, N. U. (2009). The influence of digit ratio on the gender difference in learning style preferences. Personality and Individual Differences, 46(4), 424–427.
James, S., D’Amore, A., & Thomas, T. (2011). Learning preferences of first year nursing and midwifery students: Utilising VARK. Nurse Education Today, 31(4), 417–423.
Johnston, A. N. B., Hamill, J., Barton, M. J., Baldwin, S., Percival, J., Williams-Pritchard, G., Salvage-Jones, J., & Todorovic, M. (2015). Student learning styles in anatomy and physiology courses: Meeting the needs of nursing students. Nurse Education in Practice, 15(6), 415–420.
Karim, M. R., Asaduzzaman, A., Talukder, M. H. K., Alam, K. K., Haque, F., & Khan, S. J. (2019). Learning style preferences among undergraduate medical students: an experience from different medical colleges of Bangladesh. Bangladesh Journal of Medical Education, 10(2), 26–30.
Kassim, H. (2013). The relationship between learning styles, creative thinking performance and multimedia learning materials. Procedia - Social and Behavioral Sciences, 97, 229–237.
Khanal, L., Giri, J., Shah, S., Koirala, S., & Rimal, J. (2019). Influence of learning-style preferences in academic performance in the subject of human anatomy: An institution-based study among preclinical medical students. Advances in Medical Education and Practice, 10, 343–355.
Kim, R. H., & Gilbert, T. (2015). Learning style preferences of surgical residency applicants. Journal of Surgical Research, 198(1), 61–65.
Kim, R. H., Gilbert, T., Ristig, K., & Chu, Q. D. (2013). Surgical resident learning styles: Faculty and resident accuracy at identification of preferences and impact on ABSITE scores. Journal of Surgical Research, 184(1), 31–36.
Klement, M. (2014). How do my students study? An analysis of students’ of educational disciplines favorite learning styles according to VARK Classification. Procedia - Social and Behavioral Sciences, 132, 384–390.
Koob, J. J., & Funk, J. (2002). Kolb’s learning style inventory: Issues of reliability and validity. Research on Social Work Practice, 12(2), 293–308.
Leite, W. L., Svinicki, M., & Shi, Y. (2009). Attempted validation of the scores of the VARK: Learning styles inventory with multitrait–multimethod confirmatory factor analysis models. Educational and Psychological Measurement, 70(2), 323–339.
Mahazir I., I., Norazah, M. N., Ridzwan, C. R., & Azwin Arif, A. A. (2013). Relationship between the acceptance of mobile learning for AutoCAD course and learning style in Polytechnic. Procedia - Social and Behavioral Sciences, 102(Ifee 2012), 177–187.
Mansor, M. S. A., & Ismail, A. (2012). Learning styles and perception of engineering students towards online learning. Procedia - Social and Behavioral Sciences, 69(Iceepsy), 669–674.
Marzo, R. R. (2016). Learning style preferences among medical students in Malaysian Medical Universities. Texila International Journal of Public Health, 4(1), 121–131.
McKenna, L., Copnell, B., Butler, A. E., & Lau, R. (2018). Learning style preferences of Australian accelerated postgraduate pre-registration nursing students: A cross-sectional survey. Nurse Education in Practice, 28, 280–284.
Meehan-Andrews, T. A. (2009). Teaching mode efficiency and learning preferences of first year nursing students. Nurse Education Today, 29(1), 24–32.
Metallidou, P., & Platsidou, M. (2008). Kolb’s Learning Style Inventory-1985: Validity issues and relations with metacognitive knowledge about problem-solving strategies. Learning and Individual Differences, 18(1), 114–119.
Moayyeri, H. (2015). The impact of undergraduate students’ learning preferences (VARK Model) on their language achievement. Journal of Language Teaching and Research, 6(1), 132–139.
Mohammed, Z., Narayanasamy, S., Mutalib, H. A., Kaur, S., & Ariffin, S. R. (2011). Learning styles preferences among third year Optometry students of Universiti Kebangsaan Malaysia. Procedia - Social and Behavioral Sciences, 18, 384–387.
Movchun, V., Lushkov, R., & Pronkin, N. (2021). Prediction of individual learning style in e-learning systems: opportunities and limitations in dental education. Education and Information Technologies, 26(3), 2523–2537.
Mpungose, C. B. (2020). Emergent transition from face-to-face to online learning in a South African University in the context of the Coronavirus pandemic. Humanities and Social Sciences Communications, 7(1), 1–9.
Muralidhara, D. V., Simbak, N., & Mat Nor, M. N. (2013). Learning style preferences of preclinical medical students in a Malaysian university. South-East Asian Journal of Medical Education, 7(1), 22–30.
Naimie, Z., Siraj, S., Piaw, C. Y., Shagholi, R., & Abuzaid, R. A. (2010). Do you think your match is made in heaven? Teaching styles/learning styles match and mismatch revisited. Procedia - Social and Behavioral Sciences, 2(2), 349–353.
Nancekivell, S., Shah, P., & Gelman, S. (2019). Maybe they’re born with it, or maybe it’s experience: Toward a deeper understanding of the learning style myth. Journal of Educational Psychology, 112(2), 221–235.
Nasir, S., & Masek, A. (2015). A Model of supervision in communicating expectation using supervisory styles and students learning styles. Procedia - Social and Behavioral Sciences, 204(November 2014), 265–271.
Newton, P. M., & Miah, M. (2017). Evidence-based higher education - Is the learning styles “myth” important?. Frontiers in Psychology, 8(MAR), 1–9.
Nordin, M. S. bin, Amin, N. binti M., Subari, K. bin, & Hamid, M. Z. bin A. (2013). Visualization skills and learning style patterns among engineering students at Universiti Teknologi Malaysia. Procedia - Social and Behavioral Sciences, 93, 1769–1775.
Nurumal, M. S., Salahuddin, M. A., Daud, A., Shahadan, S. Z., Abdul-Mumin, K., & Shorey, S. (2019). Learning styles of Malaysian generation ‘Y’ healthcare undergraduates. Enfermeria Clinica, 29(S2), 471–475.
Nuzhat, A., Salem, R. O., Quadri, M. S. A., & Al-Hamdan, N. (2011). Learning style preferences of medical students: a single-institute experience from Saudi Arabia. International Journal of Medical Education, 2, 70–73.
Ojeh, N., Sober, N., Annum, S.-G., Gau, M. A., Du Pa, A. U., & Majumder, A. (2017). Learning style preferences among medical students in Barbados Ojeh N et al. Learning style preferences: A study of pre-clinical medical students in Barbados. Journal of Advances in Medical Education and Professionalism, 5(4), 185–194.
Omar, N., Mohamad, M. M., & Paimin, A. N. (2015). Dimension of learning styles and students’ academic achievement. Procedia - Social and Behavioral Sciences, 204(November 2014), 172–182.
Othman, N., & Amiruddin, M. H. (2010). Different perspectives of learning styles from VARK model. Procedia - Social and Behavioral Sciences, 7(2), 652–660.
Pashler, H., Mcdaniel, M., Rohrer, D., & Bjork, R. (2009). Concepts and evidence. Psychological Science, 9(3), 105–119.
Piaw, C. Y. (2014). Relationship between thinking styles and ability to pay attention of Malaysian male and female student teachers. Procedia - Social and Behavioral Sciences, 116, 4839–4843.
Raghupathi, V., & Raghupathi, W. (2020). The influence of education on health: An empirical assessment of OECD countries for the period 1995-2015. Archives of Public Health, 78(1), 1–18.
Riechmann, S. W., & Grasha, A. F. (1974). A rational approach to developing and assessing the construct validity of a student learning style scales instrument. The Journal of Psychology, 87(2), 213–223.
Rodrigues, H., Almeida, F., Figueiredo, V., & Lopes, S. L. (2019). Tracking e-learning through published papers: A systematic review. Computers & Education, 136, 87–98.
Rogowsky, B., Calhoun, B., & Tallal, P. (2015). Matching learning style to instructional method: Effects on comprehension. Journal of Educational Psychology, 107(1), 64–78.
Saleem, F., Hassali, M. A., Ibrahim, Z. S., Alrasheedy, A., & Aljadhey, H. (2015). Learning styles of pharmacy undergraduates: Experience from a Malaysian University. Pharmacy Education, 15(1), 173–177.
Sarabi-Asiabar, A., Jafari, M., Sadeghifar, J., Tofighi, S., Zaboli, R., Peyman, H., Salimi, M., & Shams, L. (2015). The relationship between learning style preferences and gender, educational major and status in first year medical students: A survey study from Iran. Iranian Red Crescent Medical Journal, 17(1), 1–6.
Sharp, J. G., Bowker, R., & Byrne, J. (2008). VAK or VAK‐uous? Towards the trivialisation of learning and the death of scholarship. Research Papers in Education, 23(3), 293–314.
Sinha, N., Bhardwaj, A., Singh, S., & Abas, A. (2013). Learning preferences of clinical students: A study in a Malaysian medical college. International Journal of Medicine and Public Health, 3(1), 60–63.
Spoon, J., & Schell, J. (1998). Aligning student learning styles with instructor teaching styles. Journal of Industrial Teacher Education, 35(2), 41–56.
Stirling, B. V., & Alquraini, W. A. (2017). Using VARK to assess Saudi nursing students’ learning style preferences: Do they differ from other health professionals? Journal of Taibah University Medical Sciences, 12(2), 125–130.
Tawil, N. M., Zaharim, A., Asshaari, I., Nopiah, Z. M., Ismail, N. A., & Osman, H. (2012). A Study on engineering undergraduate learning styles towards mathematics engineering. Procedia - Social and Behavioral Sciences, 60, 212–220.
Tee, T. K., Md Yunos, J., Kuppusamy, B., Yee, M. H., Mohaffyza Mohamad, M., Othman, W., Che Rus, R., & Hanapi, Z. (2015). The Pattern of learning styles among second year students in business management and hospitality programs at one of the vocational college in Northern Zone. Procedia - Social and Behavioral Sciences, 204, 62–72.
Vizeshfar, F., & Torabizadeh, C. (2018). The effect of teaching based on dominant learning style on nursing students' academic achievement. Nurse Education in Practice., 28, 103-108.
Wehrwein, E. A., Lujan, H. L., & DiCarlo, S. E. (2007). Gender differences in learning style preferences among undergraduate physiology students. American Journal of Physiology - Advances in Physiology Education, 31(2), 153–157.
Yee, M. H., Yunos, J. M., Othman, W., Hassan, R., Tee, T. K., & Mohamad, M. M. (2015). Disparity of learning styles and higher order thinking skills among technical students. Procedia - Social and Behavioral Sciences, 204(November 2014), 143–152.
Zhu, H., Zeng, H., Zhang, H., Zhang, H., Wan, F., Guo, H., & Zhang, C. (2018). The preferred learning styles utilizing VARK among nursing students with bachelor degrees and associate degrees in China, 31(2), 162–169.
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