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International Journal of Academic Research in Business and Social Sciences

Open Access Journal

ISSN: 2222-6990

Kinta Utara Pre-University Students’ Attitude and its Correlation with Mathematics T Achievement

Chiu Yiew Kian, Muhammad Sofwan Mahmud

http://dx.doi.org/10.6007/IJARBSS/v11-i12/11883

Open access

Students' progress in their learning is heavily influenced by their attitude. A favourable attitude toward mathematics might boost pupils' metacognition and help them obtain good performance in arithmetic. The purpose of this quantitative survey is to investigate the relationship between pre-university students' attitudes toward mathematics in terms of interest, confidence, anxiety, and students' impression of mathematics usefulness and their accomplishment in Mathematics T in Kinta Utara, Perak. The convenience sample method was used to recruit 211 pre-university students from ten schools in Kinta Utara, including Form 6 College. Data is gathered online using a translated questionnaire from Fennema and Sherman's (1976) Attitude Measure Instrument. The data was analysed with SPSS 26 using the independent t-test and Pearson correlation. The data analysis revealed that there is no statistically significant difference in attitude between male and female pre-university pupils. These four attitude components have a strong relationship with students' progress in Mathematics T. Interest (r=.266), confidence (r=.342), and students' sense of Mathematics usefulness (r=.631) all have a positive significant link with students' achievement, however anxiety (r=-.173) has a negative correlation. Overall, in Kinta Utara, students' attitudes (r=.562) correspond somewhat with students' achievement in Mathematics T. This study shows that attitude constructs, i.e., interest, confidence, anxiety, and students’ perception of mathematic usefulness, have an influence on the achievement of pre-university students in Mathematics T in Kinta Utara, Perak.

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. https://doi.org/10.1177/0748175611418522
Ainley, M., Hidi, S., & Berndorff, D. (2002). Interest, learning and the psychological processes that mediate their relationship. Journal of Educational Psychology, 94(3), 545–561. https://doi.org/10.1037/0022-0663.94.3.545
Ajisuksmo, C. R. P., & Saputri, G. R. (2017). The influence of attitudes towards mathematics and metacognitive awareness on mathematics achievements. Creative Education, 8(3), 486–497. https://doi.org/10.4236/ce.2017.83037
Ashcraft, M., & Krause, J. (2007). Working memory, math performance and math anxiety. Psychonomic Bulleting & Review, 14(2), 243–248. https://doi.org/10.3758/BF03194059
Azmidar, A., Darhim, D., & Dahlan, J. A. (2017). Enhancing students’ interest through mathematics learning. Journal of Physics: Conference Series, 895(1), 1–6. https://doi.org/10.1088/1742-6596/895/1/012072
Bahari, U. T. B., & Maat, S. M. (2018). An overview of mathematics teachers’ perspectives on the implementation of values in the teaching and learning of mathematics. International Journal of Novel Research in Education and Learning, 5(6), 21–26.
Bandalos, D. L., Yates, K., & Thorndike-Christ, T. (1995). Effects of math self-concept, perceived self-efficacy, and attributions for failure and success on test anxiety. Journal of Educational Psychology, 87(4), 611–623. https://doi.org/10.1037/0022-0663.87.4.611
Bandura, A., Vittorio, G., Pastorelli, C., & Barbaranelli, C. (2006). Self-efficacy beliefs as shapers of children’s aspirations and career trajectories. Child Development, 72(1), 187–206. https://doi.org/10.1111/1467-8624.00273
Bond, T. G., & Fox, C. M. (2007). Applying the Rasch Model?: Fundamental measurement in the human sciences. Lawrence Erlbaum Associates.
Cramer, R. J., Neal, T. M. S., & Brodsky, S. L. (2009). Self-efficacy and confidence: Theoretical distinctions and implications for trial consultation. Consulting Psychology Journal, 61(4), 319–334. https://doi.org/10.1037/a0017310
Cumhur, M., Faculty, S., Tezer, M., & Faculty, S. (2019). Anxiety about mathematics among university students: A multi-dimensional study in the 21st century. Cypriot Journal of Educational Sciences, 14(2), 222–231. https://doi.org/10.18844/cjes.v14i2.4217
Dawes, J. (2008). Do data characteristics change according to the number of scale points used? An experiment using 5-point, 7-point and 10-point scales. International Journal of Market Research, 50(1), 61–77. https://doi.org/10.1177/147078530805000106
Dlamini, M. S. (1998). The relationship between students’ attitude toward mathematics and achievement in mathematics in Swaziland. In UMI Company (Vol. 130, Issue 2). https://doi.org/http://dx.doi.org/10.1016/j.jaci.2012.05.050
Fennema, E., & Sherman, J. A. (2020). Brief reports: Fennema-Sherman mathematics attitudes scales: Instruments designed to measure attitudes toward the learning of mathematics by females and males. Journal for Research in Mathematics Education, 7(5), 324–326. https://doi.org/10.5951/jresematheduc.7.5.0324
Flegg, J., Mallet, D., & Lupton, M. (2012). Students’ perceptions of the relevance of mathematics in engineering. International Journal of Mathematical Education in Science and Technology, 43(6), 717–732. https://doi.org/10.1080/0020739X.2011.644333
Ganal, N. N., & Guiab, M. R. (2014). Problems and difficulties encountered by students owards mastering learning competencies in Mathematics. Journal of Arts, Science & Commerce, 5(4), 25–37.
Gilbert, M. C. (2016). Relating aspects of motivation to facets of mathematical competence varying in cognitive demand. Journal of Educational Research, 109(6), 647–657. https://doi.org/10.1080/00220671.2015.1020912
Guy, G. M., Cornick, J., & Beckford, I. (2015). More than math: On the affective domain in developmental mathematics. International Journal for the Scholarship of Teaching and Learning, 9(2), 1–5. https://doi.org/10.20429/ijsotl.2015.090207
Hagan, J. E., Amoaddai, S., Lawer, V. T., & Atteh, E. (2020). Students’ perception towards mathematics and its effects on academic performance. Asian Journal of Education and Social Studies, 8(1), 8–14. https://doi.org/10.9734/ajess/2020/v8i130210
Hargreaves, M., Homer, M., & Swinnerton, B. (2008). A comparison of performance and attitudes in mathematics amongst the ‘gifted’. Are boys better at mathematics or do they just think they are ‘gifted’? Assessment in Education: Principles, Policy & Practice, 15(1), 19–38. https://doi.org/10.1080/09695940701876037
Hart, L. E. (1989). Describing the affective domain: Saying what we mean. In Springer-Verlag New York. https://doi.org/10.1007/978-1-4612-3614-6_3
Hasmuddin, N. K., & Maat, S. M. (2020). Impak dan cabaran pelaksanaan e-pembelajaran matematik: Sorotan literatur bersistematik. Jurnal Dunia Pendidikan, 2(3), 188–201.
Heinze, A., Reiss, K., & Rudolph, F. (2005). Mathematics achievement and interest in mathematics from a differential perspective. International Journal on Mathematics Education, 37(3), 212–220. https://doi.org/10.1007/s11858-005-0011-7
Hidi, S., & Ann Renninger, K. (2006). The four-phase model of interest development. Educational Psychologist, 41(2), 111–127. https://doi.org/10.1207/s15326985ep4102_4
Hoorfar, H., & Taleb, Z. (2015). Correlation between mathematics anxiety with metacognitive knowledge. Procedia - Social and Behavioral Sciences, 182, 737–741.
https://doi.org/10.1016/j.sbspro.2015.04.822
Inkeeree, H. K., Fauzee, M. S. O., & Othman, M. K. H. (2017). The effect of students confidence level toward mathematics performance among southern Thailand primary school children. International Journal of Academic Research in Progressive Education and Development, 6(2), 20–34. https://doi.org/10.6007/ijarped/v6-i2/2934
Jain, V. (2014). 3D model of attitude. International Journal of Advanced Research in Management and Social Sciences, 3(3), 1–12.
Johanson, G. A., & Brooks, G. P. (2010). Initial scale development: Sample size for pilot studies. Educational and Psychological Measurement, 70(3), 394–400.
https://doi.org/10.1177/0013164409355692
Joseph, G. (2013). A study on school factors influencing students’ attitudes towards learning mathematics in the community secondary schools in Tanzania: The case of Bukoba municipal council in Kagera region [University of Tanzania]. In University of Tanzania (Vol. 26, Issue 4). http://repository.out.ac.tz/id/eprint/919
Kibrislioglu, N. (2015). An investigation about 6th Grade students’ attitudes towards mathematics. Procedia - Social and Behavioral Sciences, 186(1), 64–69. https://doi.org/10.1016/j.sbspro.2015.04.024
Kunhertanti, K., & Santosa, R. H. (2018). The influence of students’ self confidence on mathematics learning achievement. Journal of Physics: Conference Series, 1097(1), 1–6. https://doi.org/10.1088/1742-6596/1097/1/012126
Ma, X., & Kishor, N. (2012). Assessing the relationship between attitude toward mathematics and achievement in mathematics: A meta-analysis. Journal for Research in Matematics Education, 28(1), 26–47. https://doi.org/10.2307/749662
Mahmud, M. S., & Yunus, A. S. M. (2018). The practice of giving feedback of primary school mathematics teachers In oral questioning activities. Journal of Advanced Research in Dynamical and Control Systems, 10(12), 1336–1343.
Mahmud, M. S., Yunus, A. S. M., Ayub, A. F. M., & Sulaiman, T. (2020). The use of oral questioning in inculcating values in mathematics for primary school students. Universal Journal of Educational Research, 8(3), 1–8. https://doi.org/10.13189/ujer.2020.081601
Maijala, H., Hannula, M. S., & Pehkonen, E. (2004). Development of understanding and self-confidence in mathematics; Grades 5-8. Proceedings of the 28th Conference for the International Group for the Psychology of Mathematics Education, 3, 17–24.
Md Ghazali, N. H. (2016). A reliability and validity of an instrument to evaluate the school-based assessment system: A pilot study. International Journal of Evaluation and Research in Education (IJERE), 5(2), 148. https://doi.org/10.11591/ijere.v5i2.4533
Ministry of Education (MOE). (2012). Form 6 Curriculum.
Mirza, A. (2018). Performing below the targeted level?: An investigation into KS3 pupils’ attitudes towards mathematics. Journal of Education and Educational Development, 5(1), 8–24.
Murayama, K., Pekrun, R., Lichtenfeld, S., & vom Hofe, R. (2013). Predicting long-term growth in students’ mathematics achievement: The unique contributions of motivation and cognitive strategies. Child Development, 84(4), 1475–1490.
https://doi.org/10.1111/cdev.12036
Namkung, J. M., Peng, P., & Lin, X. (2019). The relation between mathematics anxiety and mathematics performance among school-aged students: A meta-analysis. In Review of Educational Research (Vol. 89, Issues 1–38).
https://doi.org/10.3102/0034654319843494
Nopiah, Z. M., Fuaad, N. F. A., Tawil, N. M., Hamzah, F. M., & Othman, H. (2015). Student achievement at pre-university level: Does it influence the achievement at the university? Journal of Engineering Science and Technology, 10(1), 68–76.
Nor Fadilah Tahar, Zuriati Ismail, Nur Diana Zamani, & Norshaieda Adnan. (2010). Students’ attitude toward mathematics: The use of factor analysis in determining the criteria. Procedia - Social and Behavioral Sciences, 8(5), 476–481.
https://doi.org/10.1016/j.sbspro.2010.12.065
Nur, S. (2010). The relationship between the attitudes towards mathematics and learning styles. Procedia - Social and Behavioral Sciences, 9, 644–648.
https://doi.org/10.1016/j.sbspro.2010.12.211
Okyere, M., Mensah, J. K., & Kuranchie, A. (2013). Student attitude towards mathematics and performance?: Does the teacher attitude matter? Journal of Education and Practice, 4(3), 132–139.
Othman, N., & Zakaria, E. (2013). Expansion of values in teaching and learning mathematics through history context Norziah. 6th International Seminar on Regional Education UKM-UR2013, 367–375.
Pintrich, P. R., & Zusho, A. (2002). The development of academic self-regulation: The role of cognitive and motivational factors. Development of Achievement Motivation, 1446(2), 249–284. https://doi.org/10.1016/B978-012750053-9/50012-7
Rosli, R., Han, S., Capraro, R. M., & Capraro, M. M. (2013). Exploring preservice teachers’ computational and representational knowledge of content and teaching fractions. Journal of the Korean Society of Mathematical Education, 17(4), 221–241. https://doi.org/10.7468/jksmed.2013.17.4.221
Saadé, R. G. (2017). Anxiety and performance in online learning. Proceedings of the Informing Science and Information Technology Education Conference, 6, 147–157.
Sarmah, A., & Puri, P. (2014). Attitude towards mathematics of the students studying in Diploma Engineering Institute (Polytechnic) of Sikkim. IOSR Journal of Research & Method in Education (IOSRJRME), 4(6), 6–10. https://doi.org/10.9790/7388-04630610
Schober, P., & Schwarte, L. A. (2018). Correlation coefficients: Appropriate use and interpretation. Anesthesia and Analgesia, 126(5), 1763–1768.
https://doi.org/10.1213/ANE.0000000000002864
Syyeda, F. (2016). Understanding attitudes towards mathematics (ATM) using a multimodal model: An exploratory case study with secondary school children in England. Cambridge Open-Review Educational Research e-Journal, 3(1), 32–62.
https://doi.org/10.17863/CAM.41157
Tartre, L. A., & Fennema, E. (1995). Mathematics achievement and gender: A longitudinal study of selected cognitive and affective variables [Grades 6-12]. Educational Studies in Mathematics, 28(3), 199–217. https://doi.org/10.1007/BF01274173
Vitasari, P., Wahab, M. N. A., Othman, A., Herawan, T., & Sinnadurai, S. K. (2010). The relationship between study anxiety and academic performance among engineering students. Procedia - Social and Behavioral Sciences, 8(5), 490–497.
https://doi.org/10.1016/j.sbspro.2010.12.067
Yasar, M. (2016). High school students’ attitudes towards mathematics. Eurasia Journal of Mathematics, Science and Technology Education, 12(4), 931–945.
https://doi.org/10.12973/eurasia.2016.1571a
Zhang, J., Zhao, N., & Kong, Q. P. (2019). The relationship between math anxiety and math performance: A meta-analytic investigation. Frontiers in Psychology, 10(AUG), 1–17. https://doi.org/10.3389/fpsyg.2019.01613

In-Text Citation: (Kian & Mahmud, 2021)
To Cite this Article: Kian, C. Y., & Mahmud, M. S. (2021). Kinta Utara Pre-University Students’ Attitude and its Correlation with Mathematics T Achievement. International Journal of Academic Research in Business and Social Sciences, 11(12), 1422–1435.