When Grades Are High but Self-Efficacy Is Low: Unpacking the Confidence Gap Between Girls and Boys in Mathematics.

Lysann Zander, Elisabeth Höhne, Sophie Harms, Maximilian Pfost, Matthew J Hornsey
Author Information
  1. Lysann Zander: Division of Empirical Educational Research, Institute of Education, Leibniz Universität Hannover, Hanover, Germany.
  2. Elisabeth Höhne: Division of Empirical Educational Research, Institute of Education, Leibniz Universität Hannover, Hanover, Germany.
  3. Sophie Harms: Division of School and Teaching Research, Department of Educational Science and Psychology, Freie Universität Berlin, Berlin, Germany.
  4. Maximilian Pfost: Department of Educational Research, Institute of Education, Otto-Friedrich-Universität Bamberg, Bavaria, Germany.
  5. Matthew J Hornsey: University of Queensland Business School, Brisbane, QLD, Australia.

Abstract

girls have much lower mathematics self-efficacy than boys, a likely contributor to the underrepresentation of women in STEM. To help explain this gender confidence gap, we examined predictors of mathematics self-efficacy in a sample of 1,007 9th graders aged 13-18 years (54.2% girls). Participants completed a standardized math test, after which they rated three indices of mastery: an affective component (state self-esteem), a meta-cognitive component (self-enhancement), and their prior math grade. Despite having similar grades, girls reported lower mathematics self-efficacy and state self-esteem, and were less likely than boys to self-enhance in terms of performance. Multilevel multiple-group regression analyses showed that the affective mastery component explained girls' self-efficacy while cognitive self-enhancement explained boys'. Yet, a chi-square test showed that both constructs were equally relevant in the prediction of girls' and boys' self-efficacy. Measures of interpersonal sources of self-efficacy were not predictive of self-efficacy after taking the other dimensions into account. Results suggest that boys are advantaged in their development of mathematics self-efficacy beliefs, partly due to more positive feelings and more cognitive self-enhancement following test situations.

Keywords

References

  1. J Sch Psychol. 2014 Jun;52(3):295-308 [PMID: 24930821]
  2. J Pers Soc Psychol. 1994 Jan;66(1):206-19 [PMID: 8126650]
  3. J Vocat Behav. 1996 Dec;49(3):292-308 [PMID: 8980086]
  4. J Couns Psychol. 2017 Nov;64(6):645-658 [PMID: 29154576]
  5. Psychol Sci Public Interest. 2007 Aug;8(1):1-51 [PMID: 25530726]
  6. Annu Rev Psychol. 2001;52:1-26 [PMID: 11148297]
  7. Psychol Sci Public Interest. 2014 Dec;15(3):75-141 [PMID: 26172066]
  8. Child Dev. 2014 Jul-Aug;85(4):1366-72 [PMID: 24320155]
  9. Annu Rev Psychol. 2014;65:373-98 [PMID: 23808917]
  10. Contemp Educ Psychol. 2000 Jan;25(1):68-81 [PMID: 10620382]
  11. Science. 2008 Jul 25;321(5888):494-5 [PMID: 18653867]
  12. Psychol Bull. 2010 Jan;136(1):103-127 [PMID: 20063928]
  13. Br J Educ Psychol. 2016 Mar;86(1):112-36 [PMID: 26387485]
  14. J Pers Soc Psychol. 2003 Sep;85(3):507-16 [PMID: 14498786]
  15. Psychol Methods. 2002 Jun;7(2):147-77 [PMID: 12090408]
  16. J Pers. 2010 Feb;78(1):339-60 [PMID: 20433622]
  17. Proc Natl Acad Sci U S A. 2009 Jun 2;106(22):8801-7 [PMID: 19487665]
  18. J Appl Psychol. 2003 Oct;88(5):879-903 [PMID: 14516251]
  19. J Pers Soc Psychol. 2001 Feb;80(2):340-52 [PMID: 11220450]
  20. Psychol Bull. 2010 Nov;136(6):1123-35 [PMID: 21038941]
  21. Psychol Bull. 2012 Mar;138(2):353-87 [PMID: 22352812]
  22. J Pers. 2015 Oct;83(5):511-22 [PMID: 25181603]
  23. Am Psychol. 1997 Jun;52(6):613-29 [PMID: 9174398]
  24. Psychol Bull. 1990 Mar;107(2):139-55 [PMID: 2138794]

Word Cloud

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