Journal Screenshot

International Journal of Academic Research in Progressive Education and Development

Open Access Journal

ISSN: 2226-6348

Determining the Factors that Impacting Students' Attitude for Statistics Subject

Siti Balqis Mahlan, Maisurah Shamsuddin, Norazah Umar, Muniroh Hamat

http://dx.doi.org/10.6007/IJARPED/v12-i4/19557

Open access

Statistics is an important subject to learn. It is a branch of mathematics that deals with data collection, analysis, interpretation, presentation and organisation. Statistics is important not only for specialists in numerous fields but also for everyday life. However, some students perceive statistics to be a tough subject. Therefore, this study aims to determine the factors that impact students' attitudes toward statistics. The factors were found using factor analysis. One hundred thirty-six students responded to the questionnaire related to students' attitudes toward statistics. Data were analysed using descriptive statistics in addition to factor analysis. According to this study's findings, self-confidence was the most important factor impacting students' attitudes toward statistics. Other important factors were mindset, interest, conceptual understanding and perseverance. These findings can assist educators in developing new methods of teaching skills to improve student learning in statistics classes.

Adelson, J. L., & McCoach, D. B. (2011). Development and psychometric properties of the math and me survey: Measuring third through sixth graders' attitudes toward mathematics. Measurement and Evaluation in Counseling and Development, 44(4), 225– 247. Retrieved from https://doi.org/10.1177/0748175611418522
Al-Agili, M. Z., Mamat, M. B., Abdullah, L., & Maad, H. A. (2012). The factors influence students' achievement in mathematics: A case for Libyan's students. World Applied Sciences Journal, 17(9), 1224-1230.
Akinsola, M. K., & Olowojaiye, F. B. (2008). Teacher instructional methods and student attitudes towards mathematics. International Electronic Journal of Mathematics Education, 3(1), 60-73.
Ashaari, N. S., Judi, H. M., Mohamed, H., & Wook, M. T. (2011). Student's attitude towards statistics course. Procedia-Social and Behavioral Sciences, 18, 287-294.
Bond, M. E., Perkins, S. N., & Ramirez, C. (2012). Students' Perceptions of Statistics: An Exploration of Attitudes, Conceptualisations, and Content Knowledge of Statistics. Statistics Education Research Journal, 11(2), 6-25. Retrieved from https://doi.org/10.52041/serj.v11i2.325
Code, W., Merchant, S., Maciejewski, Thomas, M., & Lo, J. (2016). The mathematics attitudes and perceptions survey: An instrument to assess expert-like views and dispositions among undergraduate mathematics students. International Journal of Mathematical Education in Science and Technology, 47(6), 917-937.
Coetzee, S., & Van der Merwe, P. (2010). Industrial psychology students' attitudes towards statistics. SA Journal of Industrial Psychology/SA Tydskrif vir Bedryfsielkunde, 36(1), 1-8. Retrieved from DOI: 10.4102/sajip.v36i1.843
DeCoster, J. (2012). Overview of factor analysis. Free Statistical Consulting over the Internet. Retrieved from http://www.stat-help.com/notes.html
DeVaney, T. A. (2010). Anxiety and attitude of graduate students in on-campus vs. online statistics courses. Journal of Statistics Education, 18(1), 1-15.
Judi, H. M., Ashaari, N. S., Mohamed, H., Wook, T. M. (2010). Students profile based on attitude towards statistics. Procedia Social and Behavioral Sciences, 18(1), 266-272. Retrieved from https://doi.org/10.1016/j.sbspro.2011.05.038
Junior, A. P. O., Zamora, P. R., Oliveira, L. A. (2018). Student's attitudes towards probability and statistics and academic achievement on higher education. Acta Didactica Napocensia, 11(2), 43-56.
Kaiser, F. G. (1974). System Analysis by Digital Computer. Wiley, New York.
Laranang, J. I., & Bondoc, J. F. (2020). Attitudes and self-efficacy of students toward mathematics. International Journal of English Literature and Social Sciences, 5(5), 1392-1423.
Mazana, M. Y., Montero, C. S., Casmir, R. O. (2019). Investigating students' attitude towards learning mathematics. Journal of Mathematics Education, 14(1), 207-231.
Ncube, B., Moroke, N. D. (2015). Students' perceptions and attitude towards statistics in South African University: An exploratory factor analysis approach. Journal of Governance and Regulation, 4(3), 231-240.
Norshahidi, N. D., Ismail, N. H. S., Abidin, S. Z., Razak, N. F. (2021). Profile identification of students' attitude towards statistics course: A case study in UiTM Pahang branch. Mathematical Sciences and Informatics Journal, 2(1), 63-69
Ozbay, B., Keskin, G. A., Dogruparmak, S. C., Ayberk, S. (2011). Multivariate methods for ground-level ozone modeling. Atmospheric Research, 102(1), 57-65.
Shamsuddin, M., Mahlan, S. B., Ul-Saufie, A. Z., Hussin, F., & Alias, F. A. (2018). An identification of factors influencing student's attitude and perception towards mathematics using factor analysis. AIP Conference Proceedings, 1(1), 1-9.
Tapia, M., & Marsh, G. E. (2004). An instrument to measure mathematics attitudes. Academic Exchange Quarterly, 8(2), 16-21.

N/A