Correlational Analyses Between Mathematics Anxiety and Mathematics Achievement Among Vocational College Students

Authors

  • Mohd Rustam Mohd Rameli Faculty of Education, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
  • Azlina Kosnin Faculty of Education, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
  • Hamdan Said Faculty of Education, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
  • Norashuha Tajuddin Faculty of Education, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
  • Noriadah Abdul Karim Faculty of Education, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
  • Nguyen Thuy Van Faculty of Education, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia

DOI:

https://doi.org/10.11113/jt.v69.3320

Keywords:

Mathematics anxiety, mathematics achievement, vocational college

Abstract

Students with mathematics anxiety have always been found different from their non-anxious peers on measures of mathematics performance. The current study investigated the phenomenon of mathematics anxiety among vocational college students and its relationship with mathematics achievement. A total of 150 second year students were selected to complete the mathematics anxiety scale. Relative mean analysis indicated that 50% (n=75) of the samples were categorized as mathematics anxiety students. Bivariate correlation analysis revealed that a significant negative correlation exists between mathematics anxiety and mathematics achievement. The results of simple regression showed that mathematics anxiety was a significant predictor of mathematics achievement. Findings of this study suggest that the phenomenon of mathematics anxiety among vocational college students should be addressed in order to ensure that they can perform well in mathematics courses and thus achieve their aims to graduate successfully.  

References

Sutha Sugumaran. 2008. The Relationship Between Learning Styles with Mathematics and Multimedia Achievement Among Final Year of Bachelor Degree of Science and Computer with Education (Mathematics) Students at Universiti Teknologi Malaysia, Skudai, Johor. Universiti Teknologi Malaysia: Bachelor Degree Project. Unpublished.

PEMANDU. 2010. Economic Transformation Programme, a Roadmap for Malaysia. Putrajaya: Performance Management and Delivery Unit (PEMANDU), Prime Minister Department.

Ayuba, A. U., & Gatabazi, P. 2009. The Role of Technical and Vocational Education and Training (TVET) in Human Resources Development: The case of Tumba College of Technology (TCT)-Rwanda, Tumba College of Technology Rwanda.

Marziah Hamzah & Rohana Hamzah (2011). The roles of teachers in application of motivation theory to the technical and vocational students towards realization of philosophy of national education. Proceedings of Education Postgraduate Research Seminar (pp. 489-498). Skudai, Johor: Universiti Teknologi Malaysia

PEMANDU (2010). Tenth Malaysia Plan 2011-2015. Putrajaya: Performance Management and Delivery Unit (PEMANDU), Prime Minister Department

Cemen, P. B. (1987). The nature of mathematics anxiety (Report No. SE 048 689). Stillwater, OK: Oklahoma State University (ERIC Document Reproduction Service No. ED287729).

Wood, E. F. (1988). Math anxiety and elementary teachers: What does research tell us? For the Learning of Mathematics, 8(1), 8–13.

Zaslavsky, C. 1994. Fear of Maths, How to Get Over It and Get on with Your Life. New Brunswick: New Jersey: Rutger’s University Press.

Arem, C. 2003. Conquering Math Anxiety. 2nd ed. USA: Brooks/Cole.

Marzita Puteh. 2002. Factors Associated with Mathematics Anxiety. Kuala Lumpur: Universiti Teknologi Malaysia.

Ho, H., Senturk, D., Lam, A. G., Zimmer, J. M., Hong, S., Okamoto, Y., Chiu, S., Nakazawa, Y., & Wang, C. 2000. The Affective and Cognitive Dimensions of Math Anxiety: A Cross-National Study. Journal for Research in Mathematics Education. 31: 362–379.

Ma, X. 1999. A Meta-analysis of the Relationship Between Anxiety Towards Mathematics and Achievement in Mathematics. Journal for Research in Mathematics Education. 30: 520–540.

Afzal Umi Ismail & Aede Hatib Musta’amal. 2011. The Involvement of High Achiever Students in Technical and Vocational Education. Proceedings of Education Postgraduate Research Seminar Skudai, Johor: Universiti Teknologi Malaysia. 892–901.

Kenneth, G., & Sang, H. B. 2005. Skills Shortage, Over Education and Unemployed Youth: An International Dilemma. Workforce Education and Development. Pennsylvania Stage University, US.

Siti Hamad Mohamed & Rohani Ahmad Tarmizi. 2010. Anxiety in Mathematics Learning Among Secondary School Learners: A Comparative Study between Tanzania and Malaysia. Journal of Procedia Social and Behavioral Sciences. 8: 498–504.

Hembree, R. 1990. The Nature, Effects, and Relief of Mathematics Anxiety. Journal for Research in Mathematics Education. 21: 33–46.

Liebert, R. M., & Morris, L. W. 1967. Cognitive and Emotional Components of Test Anxiety: A Distinction and Some Initial Data. Psychology Reports. 20: 975–978.

Morris, L. W., Davis, M. A., & Hutchings, C. H. 1981. Cognitive and Emotional Components of Test Anxiety: Literature Review and a Revised Worry-emotionality Scale. Journal of Educational Psychology. 73: 541–555.

Schwarzer, R., & Jerusalem, M. 1992. Advances in Anxiety Theory: A Cognitive Process Approach. In K. A. Hagtvet & T. B. Johnsen (Eds.), Advance in Test Anxiety research (pp. 2031). Lisse, The Netherlands: Swets & Zeitlinger.

Deffenbacherr, J. L. 1980. Worry and Emotionality in Test Anxiety. In I. G. Sarason, (Ed.). Test Anxiety: Theory, Research and Application Hillsdale, NJ: Erlbaum. 111–124.

Hembree, R. 1988. Correlates, Causes, and Treatment of Test Anxiety. Review of Educational Research. 58: 47–77.

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: 611–623.

Williams, J. E. 1991. Modelling Test Anxiety, Self-concept and High School Students' Academic Achievement. Journal of Research and Development in Education. 25: 51–57.

Sarason, I. G. 1984. Stress, Anxiety, and Cognitive Interference: Reaction to Test. Journal of Personality and Social Psychology. 46: 929–938.

Schwarzer, R., & Jerusalem, M. 1992. Advances in Anxiety Theory: A Cognitive Process Approach. In K. A. Hagtvet & T. B. Johnsen (Eds.), Advance in test anxiety research The Netherlands: Swets & Zeitlinger. 2031.

Sins, P. H. M., Joolingen, W. R. V., Savelsbergh, E. R., & Hout-Wolters, B. V. 2008. Motivation and Performance within a Collaborative Computer-Based Modelling Task: Relation Between Students’ Achievement Goal Orientation, Self-Efficacy, Cognitive Processing and Achievement. Journal of Contemporary Educational Psychology. 33: 58–77.

Marsh, H. W. 2007. Self-concept Theory, Measurement and Research Into Practice: The Role of Self-concept in Educational Psychology. Leicester, UK: British Psychology Society.

Downloads

Published

2014-07-08

How to Cite

Correlational Analyses Between Mathematics Anxiety and Mathematics Achievement Among Vocational College Students. (2014). Jurnal Teknologi (Sciences & Engineering), 69(6). https://doi.org/10.11113/jt.v69.3320