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Articles

Self-efficacy, mindfulness, and self-compassion as predictors of math anxiety in undergraduate students

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Pages 883-898 | Received 25 Nov 2020, Published online: 30 Mar 2022

References

  • Akin, A. (2008). Self-compassion and achievement goals: A structural equation modeling approach. Eurasian Journal of Educational Research, 31, 1–15. https://doi.org/10.1080/15298868.2015.1084371
  • Akin, A., & Kurbanoglu, I. N. (2011). The relationships between math anxiety, math attitudes, and self-efficacy: A structural equation model. Studia Psychologica, 53(3), 263.
  • 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. https://doi.org/10.1080/07481756.1989.12022923
  • Andrews, A., & Brown, J. (2015). The effects of math anxiety. Education, 35(3), 362–370.
  • Apkarian, N., Henderson, C., Stains, M., Raker, J., Johnson, E., & Dancy, M. (2021). What really impacts the use of active learning in undergraduate STEM education? Results from a national survey of chemistry, mathematics, and physics instructors. PLoS ONE, 16(2), e0247544. https://doi.org/10.1371/journal.pone.0247544
  • Baer, R. A., Smith, G. T., Hopkins, J., Krietemeyer, J., & Toney, L. (2006). Using self-report assessment methods to explore facets of mindfulness. Assessment, 13(1), 27–45. https://doi.org/10.1177/1073191105283504
  • Baer, R. A., Smith, G. T., Lykins, E., Button, D., Krietemeyer, J., Sauer, S., Walsh, E., Duggan, D., & Williams, J. M. G. (2008). Construct validity of the five facet mindfulness questionnaire in meditating and nonmeditating samples. Assessment, 15(3), 329–342. https://doi.org/10.1177/1073191107313003
  • Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28(2), 117–148. https://doi.org/10.1207/s15326985ep2802_3
  • Bandura, A. (1997). Self-efficacy: The exercise of control. Freeman.
  • Bandura, A., Barbaranelli, C., Caprara, G. V., & Pastorelli, C. (1996). Multifaceted impact of self-efficacy beliefs on academic functioning. Child Development, 67(3), 1206–1222. https://doi.org/10.2307/1131888
  • Beilock, S. L., & Maloney, E. A. (2015). Math anxiety: A factor in math achievement not to be ignored. Policy Insights from the Behavioral and Brain Sciences, 2(1), 4–12. https://doi.org/10.1177/2372732215601438
  • Bergen-Cico, D., & Cheon, S. (2014). The mediating effects of mindfulness and self-compassion on trait anxiety. Mindfulness, 5(5), 505–519. https://doi.org/10.1007/s12671-013-0205-y
  • Brunyé, T. T., Mahoney, C. R., Giles, G. E., Rapp, D. N., Taylor, H. A., & Kanarek, R. B. (2013). Learning to relax: Evaluating four brief interventions for overcoming the negative emotions accompanying math anxiety. Learning and Individual Differences, 27, 1–7. https://doi.org/10.1016/j.lindif.2013.06.008
  • Cengage. (2021, July 3). Cengage WebAssign. Math Mindset Modules. https://webassign.com/instructors/the-right-content-at-the-right-time/foundation/
  • Czocher, J. A., Melhuish, K., & Kandasamy, S. S. (2020). Building mathematics self-efficacy of STEM undergraduates through mathematical modelling. International Journal of Mathematical Education in Science and Technology, 51(6), 807–834. https://doi.org/10.1080/0020739x.2019.1634223
  • Faul, F., Erdfelder, E., Lang, A. G., & Buchner, A. (2007). G* Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39(2), 175–191. https://doi.org/10.3758/bf03193146
  • Ganley, C. M., & Vasilyeva, M. (2014). The role of anxiety and working memory in gender differences in mathematics. Journal of Educational Psychology, 106(1), 105–120. https://doi.org/10.1037/a0034099
  • Good, C., Rattan, A., & Dweck, C. S. (2012). Why do women opt out? Sense of belonging and women’s representation in mathematics. Journal of Personality and Social Psychology, 102(4), 700–717. https://doi.org/10.1037/a0026659
  • Hayes, J. A., Lockard, A. J., Janis, R. A., & Locke, B. D. (2016). Construct validity of the Self-Compassion Scale-Short Form among psychotherapy clients. Counselling Psychology Quarterly, 29(4), 405–422. https://doi.org/10.1080/09515070.2016.1138397
  • Henslee, A., & Klein, B. (2017). Using brief guided imagery to reduce math anxiety and improve math performance: A pilot study. Journal of STEM Education, 18(4).
  • Kabat-Zinn, J. (2005). Full catastrophe living: Using the wisdom of your body and mind to face stress, pain, and illness. Bantam Dell. (Original work published 1990).
  • Kabat-Zinn, J. (2003). Mindfulness-based interventions in context: Past, present, and future. Clinical Psychology: Science and Practice, 10(2), 144–156. https://doi.org/10.1093/clipsy/bpg016
  • Kelly, S., Romero, A., Morrow, J. A., Denton, Z., & Ducking, J. (2020). Instructor misbehaviors and math anxiety. Communication Reports, 33(1), 27–40. https://doi.org/10.1080/08934215.2019.1675737
  • LaGue, A., Eakin, G., & Dykeman, C. (2020). The impact of mindfulness-based cognitive therapy on math anxiety in adolescents. Preventing School Failure: Alternative Education for Children and Youth, 63(2), 142–148. https://doi.org/10.31234/osf.io/ye84r
  • Manavipour, D., & Saeedian, Y. (2016). The role of self-compassion and control belief about learning in university students’ self-efficacy. Journal of Contextual Behavioral Science, 5(2), 121–126. https://doi.org/10.1016/j.jcbs.2016.02.003
  • McMullan, M., Jones, R., & Lea, S. (2012). Math anxiety, self-efficacy, and ability in British undergraduate nursing students. Research in Nursing & Health, 35(2), 178–186. https://doi.org/10.1002/nur.21460
  • Mind and Life Education Research Network (MLERN), Davidson, R. J., Dunne, J., Eccles, J. S., Engle, A., Greenberg, M., Jennings, P., Jha, A., Jinpa, T., Lantieri, L., Meyer, D., Roeser, R. W., & Vago, D. (2012). Contemplative practices and mental training: Prospects for American education. Child Development Perspectives, 6(2), 146–153. https://doi.org/10.1111/j.1750-8606.2012.00240.x
  • National Center for Education Statistics. (2009). Students who study Science, Technology, Engineering, and Mathematics (STEM) in postsecondary education. https://nces.ed.gov/pubs2009/2009161.pdf
  • Neff, K. (2003). Self-compassion: An alternative conceptualization of a healthy attitude toward oneself. Self and Identity, 2(2), 85–101. https://doi.org/10.1080/15298860309032
  • Neff, K. D., Hsieh, Y. P., & Dejitterat, K. (2005). Self-compassion, achievement goals, and coping with academic failure. Self and Identity, 4(3), 263–287. https://doi.org/10.1080/13576500444000317
  • Pallant, J. (2020). SPSS survival manual: A step by step guide to data analysis using IBM SPSS. Routledge.
  • Park, T., Reilly-Spong, M., & Gross, C. R. (2013). Mindfulness: A systematic review of instruments to measure an emergent patient-reported outcome (PRO). Quality of Life Research, 22(10), 2639–2659. https://doi.org/10.1007/s11136-013-0395-8
  • Peterson, C. H., Casillas, A., & Robbins, S. B. (2006). The student readiness inventory and the big five: Examining social desirability and college academic performance. Personality and Individual Differences, 41(4), 663–673. https://doi.org/10.1016/j.paid.2006.03.006
  • Pintrich, P. R., & De Groot, E. V. (1990). Motivational and self-regulated learning components of classroom academic performance. Journal of Educational Psychology, 82(1), 33–40. https://doi.org/10.1037/0022-0663.82.1.33
  • Raes, F., Pommier, E., Neff, K. D., & Van Gucht, D. (2011). Construction and factorial validation of a short form of the self-compassion scale. Clinical Psychology & Psychotherapy, 18(3), 250–255. https://doi.org/10.1002/cpp.702
  • Ramos Salazar, L. (2018). Examining the relationship between math self-efficacy and statistics motivation in the introductory business statistics course: Self-compassion as a mediator. Decision Sciences Journal of Innovative Education, 16(2), 140–160. https://doi.org/10.1111/dsji.12149
  • Richardson, F. C., & Suinn, R. M. (1972). The mathematics anxiety rating scale: Psychometric data. Journal of Counseling Psychology, 19(6), 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. https://doi.org/10.1186/s40594-020-00246-z
  • Samuel, T. S., & Warner, J. (2021). “I can math!”: Reducing math anxiety and increasing math self-efficacy using a mindfulness and growth mindset-based intervention in first-year students. Community College Journal of Research and Practice, 45(3), 205–222. https://doi.org/10.1080/10668926.2019.1666063
  • Semple, R. J., Lee, J., Rosa, D., & Miller, L. F. (2010). A randomized trial of mindfulness-based cognitive therapy for children: Promoting mindful attention to enhance social-emotional resiliency in children. Journal of Child and Family Studies, 19(2), 218–229. https://doi.org/10.1007/s10826-009-9301-y
  • Shapiro, S. L., Brown, K. W., Thoresen, C., & Plante, T. G. (2011). The moderation of mindfulness-based stress reduction effects by trait mindfulness: Results from a randomized controlled trial. Journal of Clinical Psychology, 67(3), 267–277. https://doi.org/10.1002/jclp.20761
  • Shapiro, S. L., Wang, M. C., & Peltason, E. H. (2015). What is mindfulness, and why should organizations care about it. Mindfulness in Organizations, 17–41. https://doi.org/10.1017/cbo9781107587793.004
  • Shayer, L. P. (2020). Math anxiety and contemplative practices in post-secondary contexts [Unpublished master’s thesis]. University of British Columbia.
  • Sherwood, A., Carydias, E., Whelan, C., & Emerson, L. M. (2020). The explanatory role of facets of dispositional mindfulness and negative beliefs about worry in anxiety symptoms. Personality and Individual Differences, 160, 109933. https://doi.org/10.1016/j.paid.2020.109933
  • Tariq, V. N., Qualter, P., Roberts, S., Appleby, Y., & Barnes, L. (2013). Mathematical literacy in undergraduates: Role of gender, emotional intelligence and emotional self-efficacy. International Journal of Mathematical Education in Science and Technology, 44(8), 1143–1159. https://doi.org/10.1080/0020739x.2013.770087
  • Tobias, S. (1991). Math mental health: Going beyond math anxiety. College Teaching, 39(3), 91–93. https://doi.org/10.1080/87567555.1991.10532434
  • Tubbs, J. D., Savage, J. E., Adkins, A. E., Amstadter, A. B., & Dick, D. M. (2019). Mindfulness moderates the relation between trauma and anxiety symptoms in college students. Journal of American College Health, 67(3), 235–245. https://doi.org/10.1080/07448481.2018.1477782
  • Wang, Z., Lukowski, S. L., Hart, S. A., Lyons, I. M., Thompson, L. A., Kovas, Y., Mazzocco, M. M., Plomin, R., & Petrill, S. A. (2015). Is math anxiety always bad for math learning? The role of math motivation. Psychological Science, 26(12), 1863–1876. https://doi.org/10.1177/0956797615602471
  • Williams, M. J., Dalgleish, T., Karl, A., & Kuyken, W. (2014). Examining the factor structures of the five facet mindfulness questionnaire and the self-compassion scale. Psychological Assessment, 26(2), 407–418. https://doi.org/10.1037/a0035566
  • Yarnell, L. M., Stafford, R. E., Neff, K. D., Reilly, E. D., Knox, M. C., & Mullarkey, M. (2015). Meta-analysis of gender differences in self-compassion. Self and Identity, 14(5), 499–520. https://doi.org/10.1080/15298868.2015.1029966

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