Gender Gaps in Overestimation of Math Performance

In the United States, men are more likely to pursue math-intense STEM courses and careers than women. This investigation explored whether positivity bias in the degree to which people overestimate their past performance contributes to this gender gap. To find out, two studies were conducted with undergraduate college students in the Southern United States. In Study 1, participants (n = 122) completed a math test and estimated the percent they had solved. They then were given feedback and completed a second math test and estimation. Men overestimated their performance more than women, judging they had done better on the test than they actually had. This gender difference was not present after feedback. Further, women, but not men, who reported a more positive previous experience with math were more likely to overestimate their performance. In Study 2, participants (n = 184) completed a math test and estimated the percent they had solved. They also reported their interest in pursuing math courses and careers. Again, men overestimated their performance more than women. This greater overestimation of performance in men accounted for their greater intent to pursue math fields compared to women. The findings suggest that gender gaps in STEM fields are not necessarily the result of women underestimating their abilities, but rather may be due to men overestimating their abilities.

[1]  I. Nielsen,et al.  Psychometric Data On The Mathematics Self-Efficacy Scale , 2003 .

[2]  Joan Acker HIERARCHIES, JOBS, BODIES: , 1990 .

[3]  James C. Kaufman,et al.  Gender Differences in Mathematics: An Integrative Psychological Approach , 2005 .

[4]  H. Marsh,et al.  Self–other agreement on multidimensional self-concept ratings: Factor analysis and multitrait–multimethod analysis. , 1985 .

[5]  Anne N. Rinn,et al.  Using Self-Concept Instruments With High-Ability College Students , 2008 .

[6]  Toni Schmader,et al.  Coping with Negative Stereotypes about Intellectual Performance: The Role of Psychological Disengagement , 1998 .

[7]  Janet Shibley Hyde,et al.  Cross-national patterns of gender differences in mathematics: a meta-analysis. , 2010, Psychological bulletin.

[8]  Chad E. Forbes,et al.  An integrated process model of stereotype threat effects on performance. , 2008, Psychological review.

[9]  H. Marsh,et al.  Multidimensional Self-Concepts: The Effect of Participation in an Outward Bound Program. , 1986 .

[10]  R. Roth Scholastic Aptitude Test , 1982 .

[11]  A. Bandura,et al.  Self-efficacy beliefs as shapers of children's aspirations and career trajectories. , 2001, Child development.

[12]  G. Hackett Role of Mathematics Self-Efficacy in the Choice of Math- Related Majors of College Women and Men: A Path Analysis , 1985 .

[13]  Herbert W. Marsh,et al.  Self Description Questionnaire III: The construct validity of multidimensional self-concept ratings by late adolescents. , 1984 .

[14]  Walter P. Vispoel The Development and Validation of the Arts Self-Perception Inventory for Adolescents , 1993 .

[15]  L. Abramson,et al.  Is there a universal positivity bias in attributions? A meta-analytic review of individual, developmental, and cultural differences in the self-serving attributional bias. , 2004, Psychological bulletin.

[16]  Joshua Aronson,et al.  Problems in the pipeline: Stereotype threat and women's achievement in high-level math courses ☆ ☆☆ , 2008 .

[17]  Jacquelynne S. Eccles,et al.  Self-concept of computer and math ability: Gender implications across time and within ICT studies , 2012 .

[18]  J. Gross,et al.  Signaling Threat , 2007, Psychological science.

[19]  M. Ashcraft Math Anxiety: Personal, Educational, and Cognitive Consequences , 2002 .

[20]  Sylvia Beyer,et al.  Gender differences in the accuracy of self-evaluations of performance , 1990 .

[21]  O. G. S. Crawford,et al.  Said and done , 1955 .

[22]  Catherine T. Amelink,et al.  Gender Differences in Elements of the Undergraduate Experience that Influence Satisfaction with the Engineering Major and the Intent to Pursue Engineering as a Career , 2010 .

[23]  Roberta Mura,et al.  Sex-Related Differences in Expectations of Success in Undergraduate Mathematics. , 1987 .

[24]  E. Lenney,et al.  Women's self-confidence in achievement settings. , 1977 .

[25]  Elaine Seymour,et al.  The loss of women from science, mathematics, and engineering undergraduate majors: An explanatory account , 1995 .

[26]  A. Hayes Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach , 2013 .

[27]  Chien-Huang Lin,et al.  Avoiding Anxiety, Being in Denial or Simply Stroking Self-Esteem: Why Self-Positivity? , 2003 .

[28]  Amy M. Hightower,et al.  Science and Engineering Indicators , 1993 .

[29]  D. Geary,et al.  PSYCHOLOGICAL SCIENCE IN THE PUBLIC INTEREST The Science of Sex Differences in Science and Mathematics , 2022 .

[30]  C. Steele,et al.  Ambient belonging: how stereotypical cues impact gender participation in computer science. , 2009, Journal of personality and social psychology.

[31]  Jane Stout,et al.  STEMing the tide: using ingroup experts to inoculate women's self-concept in science, technology, engineering, and mathematics (STEM). , 2011, Journal of personality and social psychology.

[32]  J. Crocker,et al.  Social stigma and self-esteem: The self-protective properties of stigma. , 1989 .

[33]  Shelley E. Taylor,et al.  Effects of mindset on positive illusions. , 1995, Journal of personality and social psychology.

[34]  M. Kimball,et al.  Feedback and performance expectancies in an academic setting , 1982 .

[35]  Frank Pajares,et al.  Gender Differences in Mathematics: Gender Differences in Mathematics Self-Efficacy Beliefs , 2004 .

[36]  Patricia Yancey Martin,et al.  “Said and Done” Versus “Saying and Doing” , 2003 .

[37]  C. Steele A threat in the air. How stereotypes shape intellectual identity and performance. , 1997, The American psychologist.

[38]  B. Devellis,et al.  Risk perceptions and participation in colorectal cancer screening. , 1990, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[39]  J. Bessant,et al.  Saying and Doing: Child Protective Service and participation in decision-making , 2014 .

[40]  W. Klein,et al.  Heuristics and Biases: Resistance of Personal Risk Perceptions to Debiasing Interventions , 2002 .

[41]  B. Byrne,et al.  On the Structure of Adolescent Self-Concept. , 1986 .

[42]  Implicit Science Stereotypes Mediate the Relationship between Gender and Academic Participation , 2012 .

[43]  Brian A. Nosek,et al.  Harvesting implicit group attitudes and beliefs from a demonstration web site , 2002 .

[44]  S. Spencer,et al.  Contending with group image: The psychology of stereotype and social identity threat , 2002 .

[45]  S. Spencer,et al.  Stereotype Threat and Women's Math Performance , 1999 .

[46]  D. Paulhus,et al.  The over-claiming technique: measuring self-enhancement independent of ability. , 2003, Journal of personality and social psychology.

[47]  B. Byrne Measuring Adolescent Self-Concept: Factorial Validity and Equivalency of the SDQ III Across Gender. , 1988, Multivariate behavioral research.

[48]  B. Byrne The Self Description Questionnaire III: Testing for Equivalent Factorial Validity across Ability , 1988 .

[49]  Jacquelynne S. Eccles,et al.  Understanding Women's Educational And Occupational Choices: Applying the Eccles et al. Model of Achievement-Related Choices , 1994 .

[50]  Sylvia Beyer,et al.  Gender Differences in Seff-Perceptions: Convergent Evidence from Three Measures of Accuracy and Bias , 1997 .

[51]  M. Kemeny,et al.  Optimism is associated with mood, coping, and immune change in response to stress. , 1998, Journal of personality and social psychology.

[52]  N. Dasgupta,et al.  Seeing is believing: Exposure to counterstereotypic women leaders and its effect on the malleability of automatic gender stereotyping , 2004 .

[53]  A. Kluger,et al.  The effects of feedback interventions on performance: A historical review, a meta-analysis, and a preliminary feedback intervention theory. , 1996 .

[54]  David Dunning,et al.  How chronic self-views influence (and potentially mislead) estimates of performance. , 2003, Journal of personality and social psychology.

[55]  S. Cooper,et al.  The relationship of mathematics self-efficacy beliefs to mathematics anxiety and performance. , 1991 .

[56]  Shelley E. Taylor,et al.  Illusion and well-being: a social psychological perspective on mental health. , 1988, Psychological bulletin.

[57]  P. Y. Martin `Mobilizing Masculinities': Women's Experiences of Men at , 2001 .

[58]  C. Steele,et al.  Stereotype threat and the intellectual test performance of African Americans. , 1995, Journal of personality and social psychology.

[59]  G. Miller Frontier Masculinity in the Oil Industry: The Experience of Women Engineers , 2004 .