The Association Between Performance and Mathematical Subjects Among Diploma Students
DOI:
https://doi.org/10.24191/jcrinn.v9i2.443Keywords:
Association, Chi-square, Academic Performance, Mathematics Performance, Student PerformanceAbstract
Over recent semesters, the increasing failure rates in STA108 have raised concerns about this course's teaching and learning environment. This issue has prompted an investigation into potential contributing factors, focusing on three main objectives: examining the students’ association between gender and MAT133, exploring the relationship between students’ achievements in MAT133 and their Mathematics grades in the Sijil Pelajaran Malaysia (SPM), and assessing the association between STA108 results and their Mathematics grades in the Sijil Pelajaran Malaysia (SPM). The respondents completed 329 online surveys using the purposive sampling approach. The questionnaire with two distinct parts which included the socio-demographic and other pertinent information required for analysing the respondents' profiles. The second component was the primary focus of the study. Chi-Square test was conducted to analyse the data. The test revealed no significant association between gender and MAT133. It also indicates a significant correlation between students' achievements in MAT133 and their SPM Mathematics grades. There is a significant association between STA108 and their SPM Mathematics grades. Our research significantly contributes to the ongoing discussion regarding the relationship between secondary and tertiary mathematics education. It also sets the stage for further research into specific pedagogical approaches that could enhance the effectiveness of mathematics education at the tertiary level.
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Amirah, F., Shukri, A., & Fikriah, N. (2023). A relationship between secondary and tertiary mathematics grades : A case study for foundation students ( Hubungan antara gred Matematik menengah dan tertiari : Satu kajian kes untuk..). Jurnal Personalia Pelajar, 25(January), 111–118.
Andersen, I. G., & Smith, E. (2023). Gender differences in Math and Science academic self-concepts and the association with female climate in 8th grade classrooms. The Journal of Early Adolescence, 44(5), 545–578. https://doi.org/10.1177/02724316231188682
Balart, P., & Oosterveen, M. (2019). Females show more sustained performance during test-taking than males. Nature Communications, 10(1), 1–11. https://doi.org/10.1038/s41467-019-11691-y
Bertoletti, A., Cannistrà, M., Diaz Lema, M., Masci, C., Mergoni, A., Rossi, L., & Soncin, M. (2023). The determinants of Mathematics achievement: A gender perspective using multilevel random forest. Economies, 11(2), 1–20. https://doi.org/10.3390/economies11020032
Dersch, A. S., Heyder, A., & Eitel, A. (2022). Exploring the nature of teachers’ Math-Gender stereotypes: The Math-Gender misconception questionnaire. Frontiers in Psychology, 13(April), 1–14. https://doi.org/10.3389/fpsyg.2022.820254
Diekman, A. B., Steinberg, M., Brown, E. R., Belanger, A. L., & Clark, E. K. (2016). A goal congruity model of role entry, engagement, and exit: Understanding communal goal processes in STEM gender gaps. Personality and Social Psychology Review, 21(2), 142–175. https://doi.org/10.1177/1088868316642141
Good, C., Aronson, J., & Inzlicht, M. (2003). Improving adolescents’ standardized test performance: An intervention to reduce the effects of stereotype threat. Journal of Applied Developmental Psychology, 24(6), 645–662. https://doi.org/10.1016/j.appdev.2003.09.002
Grassini, S. (2023). Shaping the Future of Education: Exploring the Potential and Consequences of AI and ChatGPT in Educational Settings. Education Sciences, 13(7). https://doi.org/10.3390/educsci13070692
Guo, P., Saab, N., Post, L. S., & Admiraal, W. (2020). A review of project-based learning in higher education: Student outcomes and measures. International Journal of Educational Research, 102(November 2019), 101586. https://doi.org/10.1016/j.ijer.2020.101586
Hyde, J. S., & Mertz, J. E. (2009). Gender, culture, and mathematics performance. Proceedings of the National Academy of Sciences of the United States of America, 106(22), 8801–8807. https://doi.org/10.1073/pnas.0901265106
Lee, J., Lee, H. J., Song, J., & Bong, M. (2021). Enhancing children’s math motivation with a joint intervention on mindset and gender stereotypes. Learning and Instruction, 73(February 2023), 101416. https://doi.org/10.1016/j.learninstruc.2020.101416
Malespina, A., Schunn, C. D., & Singh, C. (2022). Whose ability and growth matter? Gender, mindset and performance in physics. International Journal of STEM Education, 9(1). https://doi.org/10.1186/s40594-022-00342-2
Mian, L., Hussin, R., Slaninová, M. G., & Shahzadi, Y. (2022). The impact of E-education and innovation on unemployment reduction among graduates: A way forward for higher educational institutes. Frontiers in Psychology, 13(December), 1–9. https://doi.org/10.3389/fpsyg.2022.914104
Michaelowa, K. (2007). The impact of primary and secondary education on higher education quality. Quality Assurance in Education, 15(2), 215–236. https://doi.org/10.1108/09684880710748956
Mokhtar, M., Ghazali, N. A., Yusop, H., & Nordin, N. (2019). Factors contributing to Mathematics performance of UiTM Johor students. Insight Journal (IJ), 4, 175–193. https://insightjournal.my/
Nosek, B. A., Banaji, M. R., & Greenwald, A. G. (2002). Math = male, me = female, therefore math ≠ me. Journal of Personality and Social Psychology, 83(1), 44–59. https://doi.org/10.1037/0022-3514.83.1.44
Rashid, R. A., & Karim, Z. A. (2021). The influence of gender and SPM’s Mathematics grade towards the students ’ achievement in Mathematics at UiTM Terengganu. Creative Practices in Language Learning and Teaching (CPLT), 9(1), 1–9.
Rodríguez, S., Regueiro, B., Piñeiro, I., Estévez, I., & Valle, A. (2020). Gender differences in Mathematics motivation: Differential effects on performance in primary education. Frontiers in Psychology, 10(May 2015), 1–8. https://doi.org/10.3389/fpsyg.2019.03050
Saha, M., Islam, S., Akhi, A. A., & Saha, G. (2024). Factors affecting success and failure in higher education Mathematics: Students’ and teachers’ perspectives. Heliyon, 10(7), e29173. https://doi.org/10.1016/j.heliyon.2024.e29173
Shaari, M. S., Chau, D. N., Majekodunmi, T. B., & Esquivias, M. A. (2023). Understanding the role of child abuse in divorce: A socioeconomic analysis using the ARDL approach. Social Sciences and Humanities Open, 8(1), 100762. https://doi.org/10.1016/j.ssaho.2023.100762
Song, S. (2022). Growth mindset training and the effect of math-gender stereotype threat on girl students. Best Evidence in Chinese Education, 12(2), 1629–1634. https://doi.org/10.15354/bece.22.ab012
Spencer, S. J., Steele, C. M., & Quinn, D. M. (1999). Stereotype Threat and women’s math performance. Journal of Experimental Social Psychology, 35(1), 4–28. https://doi.org/https://doi.org/10.1006/jesp.1998.1373
van Hoeve, M., Doorman, M., & Veldhuis, M. (2023). Fostering a growth mindset in secondary mathematics classrooms in the Netherlands. Research in Mathematics Education, 0(0), 1–22. https://doi.org/10.1080/14794802.2023.2241433
Xie, G., & Liu, X. (2023). Gender in mathematics: How gender role perception influences mathematical capability in junior high school. Journal of Chinese Sociology, 10(1). https://doi.org/10.1186/s40711-023-00188-3
Yeh, C. Y. C., Cheng, H. N. H., Chen, Z. H., Liao, C. C. Y., & Chan, T. W. (2019). Enhancing achievement and interest in mathematics learning through Math-Island. Research and Practice in Technology Enhanced Learning, 14(1). https://doi.org/10.1186/s41039-019-0100-9
Zakariya, Y. F. (2022). Improving students’ mathematics self-efficacy: A systematic review of intervention studies. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.986622
Zhang, Z., & Peng, P. (2023). Co-development among reading, math, science, and verbal working memory in the elementary stage. Child Development, 94(6), e328–e343. https://doi.org/10.1111/cdev.13962
Zilka, A., Nussbaum, S., & Bogler, R. (2023). The relationships among growth mindset, flow, critically reflective behavior and teacher burnout. International Journal of School and Educational Psychology, 11(4), 367–379. https://doi.org/10.1080/21683603.2023.2245372
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Copyright (c) 2024 Ilya Zulaikha Zulkifli, Nor Faezah Mohamad Razi, Nor Hazlina Mohammad, Nor Aslily Sarkam (Author)
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