Investigating Mathematics Anxiety over Time in University Engineering Students

Kimberly Mary Levere, Parveen Kaur Kahlon

Abstract


In this paper we investigate the presence of math anxiety (MA) among University Engineering students at all levels of undergraduate study. In an effort to assess the presence and severity of MA over the course of an undergraduate degree, as well as to quantify the number of highly math anxious students in this STEM discipline, a 29-question survey was conducted in each of five levels of undergraduate Engineering students. Using non-parametric statistical methods such as Kruskal-Wallis and Mann-Whitney tests as well as pairwise proportion comparisons, MA was compared across years of study. Utilizing existing anxiety classifications of Math Evaluation Anxiety (MEA), Learning Mathematics Anxiety (LMA) and Numerical Anxiety (NA), it was found that MEA showed the highest anxiety scores, while LMA and NA remained at or below a neutral anxiety score in all years of study. MEA questions related to anticipation of evaluation and the receipt of grades revealed the highest scores and the greatest discrepancy in anxiety by year (with Year 1 students more highly anxiously than later years in nearly all cases). Although earlier research suggests that MA tapers off by grade 10, this research suggests that while first-year university students exhibit low levels of LMA and NA, they continue to exhibit high levels of MEA. This result may be in part due to the level of questions on traditional MA assessment questionnaires addressing lower level mathematical concepts (such as addition, subtraction, multiplication and division). Since students gain comfort and mastery of concepts as they use them more frequently, this study suggests that such metrics for MA must be adjusted in order to accurately assess students as they progress through later years of study.

https://doi.org/10.26803/ijlter.18.7.4


Keywords


mathematics anxiety; STEM; post-secondary; assessment; over time

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References


Ahmed, W. (2018). Developmental trajectories of math anxiety during adolescence: Associations with STEM career choice. Journal of Adolescence, 67. doi:10.1016/j.adolescence.2018.06.010

Ahmed, W., van der Werf, G., Kuyper, H., & Minnaert, A. (2013). Emotions, self-regulated learning, and achievement in mathematics: A growth curve analysis. Journal of Educational Psychology, 105(1), 150-161. doi:10.1037/a0030160

Alexander, L., & Martray, C. (1989). The Development of an Abbreviated Version of the Mathematics Anxiety Rating Scale. Measurement and Evaluation in Counseling and Development, 22(3), 143-150. doi:10.1080/07481756.1989.12022923

Alpert, R., & Haber, R. N. (1960). Anxiety in academic achievement situations. Journal of Abnormal and Social Psychology, 61, 207-215. doi:10.1037/h0045464

Ashcraft, M.H., & Faust, M.W. (1994). Mathematics anxiety and mental arithmetic: an exploratory investigation. Cognition & Emotion, 8, 97-125. doi:10.1080/02699939408408931

Ashcraft, M.H., & Krik, E.P. (2001). The relationships among working memory, math anxiety, and performance. Journal of Experimental Psychology: General, 130, 224-237. doi:10.1037/0096-3445.130.2.224

Ashcraft, M.H., & Moore, A.M. (2009). Mathematics anxiety and the affective drop in performance. Journal of Psychoeducational Assessment, 27, 197-205. doi:10.1177/0734282908330580

Beilock, S.L., Gunderson, E.A., Ramirez, G., & Levine, S.C. (2010). Female teachers’ math anxiety affects girls’ math achievement. Proceedings of the National Academy of Sciences, 107(5), 1060-063. doi:10.1037/e634112013-097

Choe, K., Jenifer, J. B., Rozek, C. S., Berman, M., & Beilock, S. L. (2019). Calculated Avoidance: Math Anxiety Predicts Math Avoidance in Effort-Based Decision-Making. doi:10.31234/osf.io/afj37

Faust, M.W. (1992). Analysis of physiological reactivity in mathematics anxiety. Unpublished doctoral dissertation, Bowling Green State University, Ohio.

Fennema, E. (1989), The study of affect and mathematics: A proposed generic model for research. In D.B. McLeod & V.M. Adams (Eds.), Affect and mathematical problem solving: A new perspective (pp.205-219). New York: Springer-Verlag. doi:10.1007/978-1-4612-3614-6_14

Grupe, D.W. & Nitschke, J.B. (2013). Uncertainty and anticipation in anxiety: an integrated neurobiological and psychological perspective. Nature Reviews Neuroscience, 14(7), 488-501. Uncertainty and anticipation in anxiety: an integrated neurobiological and psychological perspective

Hembree, R. (1987). The effect of spatial disorders on arithmetic skills. In G. Deloche & X. Seron (Eds.), Mathematical disabilities: A cognitive neuropsychological perspective, (pp. 121-135). Hillsdale, NJ: Erlbaum. doi:10.4324/9780429488542-6

Hopko, D.R., Mahadevan, R., Bare, R.L., & Hunt, M.A. (2003) The Abbreviated Math Anxiety Scale (AMAS): Construction, validity, and reliability. Assessment, 10, 178-182. doi:10.1177/1073191103010002008

Immerwahr, J. (2011). The Case for Motivational Grading. Teaching Philosophy, 34(4), 335-346. doi:10.5840/teachphil201134446

Jansen, B.R.J, Louwerse, J., Straatemeier, M., Van der Ven, S.H.G, Klinkenberg, S., & Van der Maas, H.L.J. (2013). The influence of experiencing success in math on math anxiety, perceived math competence, and math performance. Learning and Individual Differences, 24, 190-197. doi:10.1016/j.lindif.2012.12.014

Levere, K.M. & Demers, M. (2017). Effects of Warm-up Testing on Student Learning. International Journal of Learning, Teaching, and Educational Research, 16(4), 91-103.

Madjar, N., Zalsman, G., Weizman, A., Lev-Ran, S., & Shoval, G. (2018). Predictors of developing mathematics anxiety among middle-school students: A 2-year prospective study. International Journal of Psychology, 53(6), 426-432. doi:10.1002/ijop.12403

McGhie, V. (2017). Entering university studies: identifying enabling factors for a successful transition from school to university. Higher Education, 73(3), 407-422. doi:10.1007/s10734-016-0100-2

McKeachie, Wilbert J. (1999). Teaching Tips: Strategies, Research, and Theory for College and University Teachers, 10th ed. Boston: Houghton Mifflin. doi:10.2307/328598

Nathan, R. (2005). My Freshman Year: What a Professor Learned by Becoming a Freshman (Ithaca, N.Y.: Cornell University Press).

O’Connor, J.P., Lorr, M., & Stafford, J.W. (1956). Some patterns of Manifest Anxiety. Journal of Clinical Psychology, 12(2), 160-163. doi:10.1002/1097-4679(195604)12:2<160::aid-jclp2270120212>3.0.co;2-k

Plake, B.S., & Parker, C.S. (1982). The Development and Validation of a Revised Version of the Mathematics Anxiety Rating Scale. Educational and Psychological Measurement, 42(2), 551-557. doi:10.1177/001316448204200218

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

Rounds, J. B., & Hendel, D. D. (1980). Measurement and dimensionality of mathematics anxiety. Journal of Counseling Psychology, 27(2), 138-149. doi:10.1037/0022-0167.27.2.138

Taylor, J.A., (1953), A personality scale of manifest anxiety. The Journal of Abnormal and Social Psychology, 45(4), 265-272. doi:10.1037/14156-007

Turner, J.C., Midgley, C., Meyer, D.K., Ghenn, M., Anderman, E.M.m & Kang, Y. (2002). The classroom environment and students’ reports of avoidance strategies in mathematics: A multi method study. Journal of Educational Psychology, 94, 88-106. doi:10.1037/0022-0663.94.1.88

Wigfield, A., & Eccles, J.S. (1989). Anxiety and worries about math and English before and after the junior high transition. Paper presented at the annual meeting of the American educational research association, San Francisco, CA.


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