The Relationship between Mathematics Score and Mathematics Anxiety among Biology Education Students

Benidiktus Tanujaya(1*), Jeinne Mumu(2)

(1) Scopus ID: 57196944272 - University of Papua
(2) Universitas Papua
(*) Corresponding Author

Abstract


Students need to be anxiety-free when it comes to mathematics. This phenomenon is an unpleasant sensation that interferes with someone's ability to communicate well with mathematics. Although several studies have investigated the relationship between mathematics anxiety and mathematics proficiency, none have explored the effect of mathematics anxiety on individual students' mathematics scores, particularly in biology education students. A correlational analysis was performed with quantitative research methods to explore the association between mathematics scores and mathematics anxiety. 68 participants were recruited for the study, using non-probability sampling, voluntarily and purposively. A student's mathematics anxiety was assessed using a mathematical anxiety scale. The data were analyzed by correlation and regression analysis to determine whether mathematics anxiety was associated with student success. The mathematical model is the best approximation of the relationship between variables described by the equation (3.6 + 0.0 A1 - 0.5 A2 - 1.6 A3 - 2.3 A4 - 2.9 A5). The results suggest that poor mathematics skills increase with levels of anxiety. Students with the least amount of anxiety are predicted to get passing grades of A and B, whereas those with more anxiety are likely to get lower grades of D and E.

Keywords


Mathematics Anxiety, Correlation and Regression, Biology Education

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References


Ashcraft, M. H., & Faust, M. W. (1994). Mathematics anxiety and mental arithmetic performance: An exploratory investigation. Cognition and Emotion, 8(2), 97–125. https://doi.org/10.1080/02699939408408931

Best, J., and J. Kahn (1998). Research in education. Boston: Allyn and Bacon

Carifio, J., & Perla, R. (2008). Resolving the 50-year debate around using and misusing Likert scales. Medical Education, 42(12), 1150-1152. https://doi.org/10.1111/j.1365-2923.2008.03172.x

Cutillo, L. (2019). Parametric and Multivariate Methods. In Encyclopedia of Bioinformatics and Computational Biology, Editor(s): Shoba Ranganathan, Michael Gribskov, Kenta Nakai, Christian Schönbach, Academic Press. https://doi.org/10.1016/B978-0-12-809633-8.20335-X.

Draper, N. R., & Smith, H. (1998). Applied Regression Analysis. New York: John Wiley & Sons, Inc. 10.1002/9781118625590

Devine, A., Fawcett, K., Sz?cs, D., Doker, A. (2012) Gender differences in mathematics anxiety and the relation to mathematics performance while controlling for test anxiety. Behavioral and Brain Function, 8(33): 1-9. https://doi.org/10.1186/1744-9081-8-33.

Dowker, A., Sarkar, A., & Chun, Y. L. (2016). Mathematics Anxiety: What we have learned in 60 years, Frontiers in Psychology, 7(506): 1 – 16. 10.3389/fpsyg.2016.00508

Dreger, R. M., & Aiken, L. R. (1957). The Identification of Number Anxiety in A College Population. Journal of Educational Psychology, 48(6): 344-351.

Fan, X., Hambleton, R. K., & Zhang, M. (2019). Profiles of mathematics anxiety among 15-year-old students: A cross-cultural study using multi-group latent profile analysis. Frontiers in Psychology, 10(1217). https://doi.org/10.3389/fpsyg.2019.01217

Feng, S., Suri, R., & Bell, M. (2014). Does classical music relieve math anxiety? Role of tempo on price computation avoidance. Psychology & Marketing, 31(7), 489–499. https://doi.org/10.1002/mar.20710.

Gall, M. D., Gall J. P., & Borg, W. R. (2007). Educational Research: An Introduction. New York: Pearson Education Inc.

Jackson, C., & Leffingwell, R. (1999). The Role of Instructors in Creating Math Anxiety in Students from Kindergarten through College. The Mathematics Teacher, 92(7), 583-586.

Maloney, E. A., Risko, E. F., Ansari, D., & Fugelsang, J. A. (2010). Mathematics Anxiety Effect Counting but Not Subitizing during Visual Ebumeration. Cognition, 114(2): 293-297. https://doi.org/10.1016/j.cognition.2009.09.013

McMullan, M., Jones, R., & Lea, S. (2012). Math Anxiety, Self-Efficacy, and Ability in British Undergraduate Nursing Students. Res Nurs Health, 35(2):178-186. https://doi.org/10.1002/nur.21460

Moore, D. S., McCabe, G. P., Alwan, L. C., Craig, B. A., & Duckworth, W. M. (2011). The Practice Statistics for Business and Economics. W.F. Freeman & Company: New York.

Moore, D. S., Notz, W., & Fligner, M. A. (2013). The Basic Practice of Statistics. W.H. Freeman & Company: New York.

Necka, E., Sokolowski, H. M., & Lyons, I. M. (2015). The role of self-math overlap in understanding math anxiety and the relation between math anxiety and performance. Frontiers in Psychology, https://doi.org/10.3389/fpsyg.2015.01543

Norman, G. (2010). Likert scales, levels of measurement and the “laws” of statistics. Advances in Health Sciences Education, 15(5), 625-632. https://doi.org/10.1007/s10459-010-9222-y

Olango, M. (2016). Mathematics anxiety factors as predictors of mathematics self-efficacy and achievement among freshmen science and engineering students. African Educational Research Journal, 4(3): 109-123

Paechter, M., Macher, D., Martskvishvili, K., Wimmer, S., & Papousek, I. (2012). Mathematics Anxiety and Statistics Anxiety. Shared but Also Unshared Components and Antagonistic Contributions to Performance in Statistics. Front Psychol. 8:1196. https://doi.org/10.3389/fpsyg.2017.01196.

Prahmana, R. C. I., Sutanti, T., Wibawa, A. P., & Diponegoro, A. M. Mathematical Anxiety among Engineering Students. Infinity Journal, 8(2): 179-188. https://doi.org/10.22460/infinity.v8i2.p179-188

Ramirez, G., Gunderson, E. A., Levine, S. C., & Beilock, S. L. (2013). Math Anxiety, Working Memory, and Math Achievement in Early Elementary School. Journal of Cognition and development, 14(2): 187-202. https://doi.org/10.1080/15248372.2012.664593

Richardson, F.C. and Suinn, R.M. (1972) The Mathematics Anxiety Rating Scale: Psychometric Data. Journal of Counseling Psychology, 19, 551-554. https://doi.org/10.1037/h0033456

Rozgonjuk, D., Kraav, T., Mikkor, K., Orav-Puurand, K., & Täht, K. (2020). Mathematics anxiety among STEM and social sciences students: the roles of mathematics self-efficacy, and deep and surface approach to learning. International Journal of STEM Education, 7(46): 1-11.

Sevindir, H. K., Yazici, C., & Yazici, V. (2014). Mathematics anxiety: A case study for Kocaeli University. Procedia - Social and Behavioral Sciences 152 (2014) 637 – 641

Tobias, S., & Weissbrod (1980). Anxiety and Mathematics: An Update. Harvard Educational Review, 50(1): 63-70. doi.org/10.17763/haer.50.1.

Wachsmuth, L. P., Runyon, C. R., Drake, J. M., & Dolan, E. L. (2017). Do Biology Students Really Hate Math? Empirical Insights into Undergraduate Life Science Majors’ Emotions about Mathematics. Life Science Education, 16(3): 49. https://doi.org/10.1187/cbe.16-08-0248

Wang Z, Lukowski SL, Hart SA, et al. Is Math Anxiety Always Bad for Math Learning? The Role of Math Motivation. Psychological Science. 2015;26(12):1863-1876. https://doi.org/10.1177/0956797615602471




DOI: http://dx.doi.org/10.30998/formatif.v12i1.10435

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