UPSI Digital Repository (UDRep)
Start | FAQ | About

QR Code Link :

Type :article
Subject :LB Theory and practice of education
LB2300 Higher Education
Main Author :Casinillo,Leomarich F.
Title :Regression model for students’ learning style in distance statistics education
Place of Production :Tanjong Malim
Publisher :Fakulti Sains dan Matematik
Year of Publication :2023
Corporate Name :Universiti Pendidikan Sultan Idris

Abstract : Universiti Pendidikan Sultan Idris
Students have different kinds of acquisition styles depending on their convenience in the learning environment. This study aims to look into the different kinds of learning styles (visual, auditory, and tactile) among students in learning statistics during the new normal at Visayas State University, Leyte, Philippines. In addition, the article tends to determine the various correlating factors that significantly influence their learning styles. Secondary data were utilized from an existing current paper in the literature and analyzed using standard descriptive statistics and ordinal regression. Results of the analysis showed that students' learning styles as visual, auditory, and tactile are rated "sometimes." This indicates that the learning ability of students is adversely affected by the pandemic. On average, students preferred a visual learning style during the new normal in their acquisition of distance statistics education. This means that students prefer to read visual representations like books, handouts, and modules, among others, of their lessons in statistics online. Regression revealed that younger students are more likely visual learners, higher family income governing the students to auditory learners, and the number of hours in studying and leisure time makes the students tactile learners. In conclusion, students must be provided with detailed learning materials for their statistics lessons, and encourage them to study by providing realistic and interesting activities. Furthermore, statistics teachers must show positive vibes to lessen the students' stress and advise the students a good time management on how to correctly study in that suits their learning styles during the new normal. Keywords: Statistics education, learning style, regression analysis, college students, new normal

References

[1] Abante, M. E. R., Almendral, B. C., Manansala, J. R. E., & Mañibo, J. (2014). Learning styles and factors affecting the learning of general engineering students. International Journal of Academic Research in Progressive Education and Development, 3(1), 16-27. http://dx.doi.org/10.6007/IJARPED/v3-i1/500

[2] Alhourani, A. Q. (2021). Investigating the match and mismatch between students’ learning styles and teacher’s teaching styles in a Saudi school: A case study. Journal of World Englishes and Educational Practices, 3(2), 10-20.

[3] Allison, P. D. (2012). Logistic regression using SAS: Theory and application. SAS Institute. Retrieved from https://mycourses.aalto.fi/pluginfile.php/889996/mod_resource/content/2/Paul%20D.%20Allison%20-%20Logistic%20Regression%20Using%20SAS%20-%20Ch%202.pdf

[4] Basuony, M. A., EmadEldeen, R., Farghaly, M., El-Bassiouny, N., & Mohamed, E. K. (2021). The factors affecting student satisfaction with online education during the COVID-19 pandemic: an empirical study of an emerging Muslim country. Journal of Islamic Marketing, 12(3), 631-648.

[5] Cassibba, R., Ferrarello, D., Mammana, M. F., Musso, P., Pennisi, M., & Taranto, E. (2020). Teaching mathematics at a distance: A challenge for universities. Education Sciences, 11(1), 1-20. https://doi.org/10.3390/educsci11010001

[6] Casinillo, L. F. (2022). Modeling determinants of challenge in learning statistics in time of the COVID-19 pandemic. Philippine Social Science Journal, 5(3), 131-139. https://doi.org/10.52006/main.v5i3.536

[7] Casinillo, L. F. (2022). On modelling student’s resilience in learning statistics at a distance. The Palawan Scientist 14 (2), 85-93. https://www.palawanscientist.org/tps/on-modelling-students-resilience-in-learning-statistics-at-a-distance-2/

[8] Casinillo, L. F. (2022). Modeling creativity and enjoyment in learning statistics online in the new normal. Philippine Social Science Journal, 5(4), 100-108. https://doi.org/10.52006/main.v5i4.601

[9] Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297–334. https://doi.org/10.1007/BF02310555

[10] Halif, M. M., Hassan, N., Sumardi, N. A., Omar, A. S., Ali, S., Aziz, R. A., ... & Salleh, N. F. (2020). Moderating effects of student motivation on the relationship between learning styles and student engagement. Asian Journal of University Education, 16(2), 93-103.

[11] Janakiraman, B. (2018). Assessment of visual, auditory, and kinaesthetic learning styles among postgraduate management students. Asian Journal of Management, 9(2), 1031-1037. https://doi.org/10.5958/2321-5763.2018.00161.0

[12] Kayalar, F., & Kayalar, F. (2017). The effects of auditory learning strategy on learning skills of language learners (students’ views). IOSR Journal Of Humanities And Social Science (IOSR-JHSS), 22(10), 04-10.

[13] Lines, K. (2021). Quality lecturing is like a walk in the park: making learning more tactile and fun through location-based strategies. In Games, Simulations and Playful Learning in Business Education (pp. 216-225). Edward Elgar Publishing. https://www.elgaronline.com/display/edcoll/9781800372696/9781800372696.00026.xml

[14] Luo, Y., Li, Y., Sharma, P., Shou, W., Wu, K., Foshey, M., ... & Matusik, W. (2021). Learning human–environment interactions using conformal tactile textiles. Nature Electronics, 4(3), 193-201. https://www.nature.com/articles/s41928-021-00558-0

[15] Machromah, I. U., Ishartono, N., Mirandhani, A., Samsudin, M., & Basry, W. (2021). PISA Problems Solving of Students with a Visual Learning Styles. In Journal of Physics: Conference Series, 1720(1), 012010. https://doi.org/10.1088/1742-6596/1720/1/012010

[16] Mátyás, L., & Sevestre, P. (Eds.). (2013). The econometrics of panel data: Handbook of theory and applications (Vol. 28). Springer Science & Business Media. Retrieved from https://link.springer.com/book/10.1007/978-94-009-0375-3

[17] Miñoza, S. B., & Casinillo, L. F. (2022). Profiling Bachelor of Science in Statistics (BSS) students under the open enrolment policy. IJIET (International Journal of Indonesian Education and Teaching), 6(1), 1-24. https://doi.org/10.24071/ijiet.v6i2.3723

[18] Moore, D. R., Halliday, L. F., & Amitay, S. (2009). Use of auditory learning to manage listening problems in children. Philosophical Transactions of the Royal Society B: Biological Sciences, 364(1515), 409-420. https://doi.org/10.1098/rstb.2008.0187

[19] Mourtzis, D., Angelopoulos, J., & Panopoulos, N. (2021). Smart manufacturing and tactile Internet based on 5G in industry 4.0: challenges, applications and new trends. Electronics, 10(24), 3175. https://doi.org/10.3390/electronics10243175

[20] Moussa, N. (2018). Learning Styles and the Adoption of Modern Technology among Adult Learners. Institute for Learning Styles Journal, 1, 11-21. https://www.auburn.edu/academic/cla/ilsrj/latestissue.htm

[21] Munna, A. S., & Kalam, M. A. (2021). Teaching and learning process to enhance teaching effectiveness: a literature review. International Journal of Humanities and Innovation (IJHI), 4(1), 1-4. https://doi.org/10.33750/ijhi.v4i1.102

[22] Muslim, F., Ekawarna, E., Ramalia, A., Wirayuda, R. P., & Chen, D. (2022). Learning Intensity and Visual Learning Style on Learning Outcomes. Journal of Education Research and Evaluation, 6(2)., 385-396. https://doi.org/10.23887/jere.v6i2.40312

[23] Syofyan, R., & Siwi, M. K. (2018, July). The impact of visual, auditory, and kinesthetic learning styles on economics education teaching. In First Padang International Conference On Economics Education, Economics, Business and Management, Accounting and Entrepreneurship (PICEEBA 2018) (pp. 114-121). Atlantis Press. https://www.atlantis-press.com/proceedings/piceeba-18/25902648

[24] Valenzona, J. V., Casinillo, L. F., & Casinillo, E. L. (2022). Modeling students’ innovativeness and its factors in learning mathematics amidst COVID-19 pandemic. The Palawan Scientist, 14(1), 43-50.

[25] Wahyudin, A. Y., & Rido, A. (2020). Perceptuals learning styles preferences of international Master's students in Malaysia. BAHTERA: Jurnal Pendidikan Bahasa Dan Sastra, 19(1), 169-183. https://doi.org/10.21009/bahtera.191.10


This material may be protected under Copyright Act which governs the making of photocopies or reproductions of copyrighted materials.
You may use the digitized material for private study, scholarship, or research.

Back to previous page

Installed and configured by Bahagian Automasi, Perpustakaan Tuanku Bainun, Universiti Pendidikan Sultan Idris
If you have enquiries, kindly contact us at pustakasys@upsi.edu.my or 016-3630263. Office hours only.