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Not the Sum of Its Parts: Decomposing Implicit Academic Stereotypes to Understand Sense of Fit in Math and English

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An Erratum to this article was published on 06 May 2015

Abstract

Stereotypes about gender differences in math and English ability are pervasive. The current research decomposes math and English stereotypes in order to examine the relationship between the four independent components of these stereotypes (i.e., the stereotypic men-math association, the counter stereotypic men-English association, the counter stereotypic women-math association, and the stereotypic women-English association) and students' sense of fit in math and English. 371 undergraduate men and women from a private university located in the Southern United States participated in the current study. Participants completed the Go/No-Go Association Task (GNAT) to assess the independent stereotype components, followed by composite measures of sense of fit in math and English. For women, the women-math association and the women-English association (i.e., ingroup components of stereotypes), and not the men-math and men-English associations (i.e., outgroup components of stereotypes), predicted sense of fit in math and English. For men, only the men-math association predicted sense of fit in English. We discuss the implications of these findings for interventions aimed at improving students' sense of academic fit.

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References

  • Banaji, M. R., & Greenwald, A. G. (1995). Implicit gender stereotyping in judgments of fame. Journal of Personality and Social Psychology, 68, 181–198. doi:10.1037/0022-3514.68.2.181.

    Article  PubMed  Google Scholar 

  • Biernat, M. (1995). The shifting standards model: Implications of stereotype accuracy for social judgment. In Y. Lee, L. J. Jussim, & C. R. McCauley (Eds.), Stereotype accuracy: Toward appreciating group differences (pp. 87–114). Washington, DC US: American Psychological Association. doi:10.1037/10495-004.

    Chapter  Google Scholar 

  • Biernat, M., & Kobrynowicz, D. (1997). Gender- and race-based standards of competence: Lower minimum standards but higher ability standards for devalued groups. Journal of Personality and Social Psychology, 72, 544–557. doi:10.1037/0022-3514.72.3.544.

    Article  PubMed  Google Scholar 

  • Blanton, H., Crocker, J., & Miller, D. T. (2000). The effects of in-group versus out-group social comparison on self-esteem in the context of a negative stereotype. Journal of Experimental Social Psychology, 36, 519–530. doi:10.1006/jesp.2000.1425.

    Article  Google Scholar 

  • Brown, R. P., & Josephs, R. A. (1999). A burden of proof: Stereotype relevance and gender differences in math performance. Journal of Personality and Social Psychology, 76, 246–257. doi:10.1037/0022-3514.76.2.246.

    Article  Google Scholar 

  • Cheryan, S., Plaut, V. C., Davies, P. G., et al. (2009). Ambient belonging: How stereotypical cues impact gender participation in computer science. Journal of Personality and Social Psychology, 97, 1045–1060. doi:10.1037/a0016239.

    Article  PubMed  Google Scholar 

  • Dasgupta, N., & Asgari, S. (2004). Seeing is believing: Exposure to counter stereotypic women leaders and its effect on the malleability of automatic gender stereotyping. Journal of Experimental Social Psychology, 40, 642–658. doi:10.1016/j.jesp.2004.02.003.

    Article  Google Scholar 

  • Diekman, A. B., & Eagly, A. H. (2008). Of men, women, and motivation: A role congruity account. In J. Y. Shah & W. L. Gardner (Eds.), Handbook of motivation science (pp. 434–447). New York: Guilford.

    Google Scholar 

  • Eagly, A. H. (1987). Sex differences in social behavior: A social-role interpretation. Hillsdale, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Eagly, A. H., & Wood, W. (1991). Explaining sex differences in social behavior: A meta-analytic perspective. Personality and Social Psychology Bulletin, 17, 306–315. doi:10.1177/0146167291173011.

    Article  Google Scholar 

  • Eccles, J. S. (2007). Where are all the women? Gender differences in participation in physical science and engineering. In S. J. Ceci & W. M. Williams (Eds.), Why aren't more women in science: Top researchers debate the evidence (pp. 199–210). Washington, DC US: American Psychological Association. doi:10.1037/11546-016.

    Chapter  Google Scholar 

  • Eccles, J. S., Jacobs, J. E., & Harold, R. D. (1990). Gender role stereotypes, expectancy effects, and parents' socialization of gender differences. Journal of Social Issues, 46, 183–201. doi:10.1111/j.1540-4560.1990.tb01929.x.

    Article  Google Scholar 

  • England, P., Allison, P., & Wu, Y. (2007). Does bad pay cause occupations to feminize, Does feminization reduce pay, and How can we tell with longitudinal data? Social Science Research, 36, 1237–1256. doi:10.1016/j.ssresearch.2006.08.003.

    Article  Google Scholar 

  • Fazio, R. H., Jackson, J. R., Dunton, B. C., et al. (1995). Variability in automatic activation as an unobtrusive measure of racial attitudes: A bona fide pipeline? Journal of Personality and Social Psychology, 69, 1013–1027. doi:10.1037/0022-3514.69.6.1013.

    Article  PubMed  Google Scholar 

  • Fazio, R. H., & Olson, M. A. (2003). Implicit measures in social cognition research: Their meaning and uses. Annual Review of Psychology, 54, 297–327. doi:10.1146/annurev.psych.54.101601.145225.

    Article  PubMed  Google Scholar 

  • Forbes, C. E., & Schmader, T. (2010). Retraining attitudes and stereotypes to affect motivation and cognitive capacity under stereotype threat. Journal of Personality and Social Psychology, 99, 740–754. doi:10.1037/a0020971.

    Article  PubMed Central  PubMed  Google Scholar 

  • Gilbert, P. N. (2014). The role of role models: How does identification with STEM role models impact women’s implicit STEM stereotypes and STEM outcomes? (Unpublished doctoral dissertation). New Orleans, LA: Tulane University.

  • Greenwald, A. G., Banaji, M. R., Rudman, L. A., et al. (2002). A unified theory of implicit attitudes, stereotypes, self-esteem, and self-concept. Psychological Review, 109, 3–25. doi:10.1037/0033-295X.109.1.3.

    Article  PubMed  Google Scholar 

  • Greenwald, A. G., McGhee, D. E., & Schwartz, J. K. (1998). Measuring individual differences in implicit cognition: The implicit association test. Journal of Personality and Social Psychology, 74, 1464–1480. doi:10.1037/0022-3514.74.6.1464.

    Article  PubMed  Google Scholar 

  • Gunderson, E. A., Ramirez, G., Levine, S. C., et al. (2012). The role of parents and teachers in the development of gender-related math attitudes. Sex Roles, 66, 153–166. doi:10.1007/s11199-011-9996-2.

    Article  Google Scholar 

  • Hill, C., Corbett, C., & St. Rose, A. (2010). Why so few? Women in science, technology, engineering, and mathematics. Washington, DC: American Association of University Women.

    Google Scholar 

  • Jarvis, B. G. (2010). DirectRT (Version 2010) [Computer Software]. New York, NY: Empirisoft Corporation.

    Google Scholar 

  • Jost, J. T., & Kay, A. C. (2005). Exposure to benevolent sexism and complementary gender stereotypes: Consequences for specific and diffuse forms of system justification. Journal of Personality and Social Psychology, 88, 498–509. doi:10.1037/0022-3514.88.3.498.

    Article  PubMed  Google Scholar 

  • Kay, A. C., & Jost, J. T. (2003). Complementary justice: Effects of 'Poor but Happy' and 'Poor but Honest' stereotype exemplars on system justification and implicit activation of the justice motive. Journal of Personality and Social Psychology, 85, 823–837. doi:10.1037/0022-3514.85.5.823.

    Article  PubMed  Google Scholar 

  • Kay, A. C., Jost, J. T., Mandisodza, A. N., et al. (2007). Panglossian ideology in the service of system justification: How complementary stereotypes help us to rationalize inequality. In M. P. Zanna (Ed.), Advances in experimental social psychology (Vol. 39, pp. 305–358). San Diego, CA: Elsevier Academic Press. doi:10.1016/S0065-2601(06)39006-5.

  • Kiefer, A. K., & Sekaquaptewa, D. (2007a). Implicit stereotypes, gender identification, and math-related outcomes: A prospective study of female college students. Psychological Science, 18, 13–18. doi:10.1111/j.1467-9280.2007.01841.x.

    Article  PubMed  Google Scholar 

  • Kiefer, A. K., & Sekaquaptewa, D. (2007b). Implicit stereotypes and women's math performance: How implicit gender-math stereotypes influence women's susceptibility to stereotype threat. Journal of Experimental Social Psychology, 43, 825–832. doi:10.1016/j.jesp.2006.08.004.

    Article  Google Scholar 

  • Major, B., & Forcey, B. (1985). Social comparisons and pay evaluations: Preferences for same-sex and same-job wage comparisons. Journal of Experimental Social Psychology, 21, 393–405. doi:10.1016/0022-1031(85)90038-1.

    Article  Google Scholar 

  • Major, B., & Testa, M. (1989). Social comparison processes and judgments of entitlement and satisfaction. Journal of Experimental Social Psychology, 25, 101–120. doi:10.1016/0022-1031(89)90007-3.

    Article  Google Scholar 

  • Marx, D. M., & Roman, J. S. (2002). Female role models: Protecting women's math test performance. Personality and Social Psychology Bulletin, 28, 1183–1193. doi:10.1177/01461672022812004.

    Article  Google Scholar 

  • Marx, D. M., & Stapel, D. A. (2006). Understanding stereotype lift: On the role of the social self. Social Cognition, 24, 776–791. doi:10.1521/soco.2006.24.6.776.

    Article  Google Scholar 

  • Marx, D. M., Stapel, D. A., & Muller, D. (2005). We can do it: The interplay of construal orientation and social comparisons under threat. Journal of Personality and Social Psychology, 88, 432–446. doi:10.1037/0022-3514.88.3.432.

    Article  PubMed  Google Scholar 

  • National Center for Education Statistics. (2010). Integrated Postsecondary Education Data System (IPEDS), Fall 2000 and Fall 2010Completions component. U.S. Department of Education.

    Google Scholar 

  • National Center for Science and Engineering Statistics. (2010). Special tabulations of U.S. Department of Education, National Center for Education Statistics, Integrated Postsecondary Education Data System, Completions Survey, 2001–10. Retrieved from www.nsf.gov/statistics/wmpd/2013/pdf/tab5-9.pdf

  • Nosek, B. A., & Banaji, M. R. (2001). The Go/No-go Association Task. Social Cognition, 19, 625–666. doi:10.1521/soco.19.6.625.20886.

    Article  Google Scholar 

  • Nosek, B. A., Banaji, M. R., & Greenwald, A. G. (2002). Math = male, me = female, therefore math ≠ me. Journal of Personality and Social Psychology, 83, 44–59. doi:10.1037/0022-3514.83.1.44.

    Article  PubMed  Google Scholar 

  • Nosek, B. A., & Smyth, F. L. (2011). Implicit social cognitions predict sex differences in math engagement and achievement. American Educational Research Journal, 48, 1125–1156. doi:10.3102/0002831211410683.

    Article  Google Scholar 

  • Nosek, B. A., Smyth, F. L., Sriram, N. N., Lindner, N. M., Devos, T., Ayala, A., & … Greenwald, A. G. (2009). National differences in gender–science stereotypes predict national sex differences in science and math achievement. PNAS Proceedings of the National Academy of Sciences of the United States of America, 106, 10593–10597. doi:10.1073/pnas.0809921106

  • O'Brien, R. M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality and Quantity: International Journal of Methodology, 41, 673–690. doi:10.1007/s11135-006-9018-6.

    Article  Google Scholar 

  • O'Brien, L. T., Blodorn, A., Adams, G., et al. (2014). Ethnic variation in gender-STEM stereotypes and STEM participation: An intersectional approach. Cultural Diversity and Ethnic Minority Psychology. Advance online publication. doi:10.1037/a0037944.

    PubMed  Google Scholar 

  • Plant, E., Baylor, A. L., Doerr, C. E., et al. (2009). Changing middle-school students' attitudes and performance regarding engineering with computer-based social models. Computers & Education, 53, 209–215. doi:10.1016/j.compedu.2009.01.013.

    Article  Google Scholar 

  • Ramsey, L. R., & Sekaquaptewa, D. (2011). Changing stereotypes, changing grades: A longitudinal study of stereotyping during a college math course. Social Psychology of Education, 14, 377–387. doi:10.1007/s11218-010-9150-y.

    Article  Google Scholar 

  • Schmader, T., Johns, M., & Barquissau, M. (2004). The costs of accepting gender differences: The role of stereotype endorsement in women's experience in the math domain. Sex Roles, 50, 835–850. doi:10.1023/B:SERS.0000029101.74557.a0.

    Article  Google Scholar 

  • Shaffer, E. S., Marx, D. M., & Prislin, R. (2013). Mind the gap: Framing of women’s success and representation in STEM affects women’s math performance under threat. Sex Roles, 68, 454–463. doi:10.1007/s11199-012-0252-1.

    Article  Google Scholar 

  • Steele, J. R., & Ambady, N. (2006). 'Math is Hard!' The effect of gender priming on women's attitudes. Journal of Experimental Social Psychology, 42, 428–436. doi:10.1016/j.jesp.2005.06.003.

    Article  Google Scholar 

  • Steele, J. R., Reisz, L., Williams, A., et al. (2007). Women in mathematics: Examining the hidden barriers that gender stereotypes can impose. In R. Burke & M. Mattis (Eds.), Women and minorities in science, technology, engineering and mathematics: Upping the numbers (pp. 159–183). London: Edward Elgar.

    Google Scholar 

  • Steele, C. M., Spencer, S. J., & Aronson, J. (2002). Contending with group image: The psychology of stereotype and social identity threat. Advances in Experimental Social Psychology, 34, 379–440. doi:10.1016/S0065-2601(02)80009-0.

    Article  Google Scholar 

  • Steffens, M. C., & Jelenec, P. (2011). Separating implicit gender stereotypes regarding math and language: Implicit ability stereotypes are self-serving for boys and men, but not for girls and women. Sex Roles, 64, 324–335. doi:10.1007/s11199-010-9924-x.

    Article  Google Scholar 

  • Steffens, M. C., Jelenec, P., & Noack, P. (2010). On the leaky math pipeline: Comparing implicit math-gender stereotypes and math withdrawal in female and male children and adolescents. Journal of Educational Psychology, 102, 947–963. doi:10.1037/a0019920.

    Article  Google Scholar 

  • Stout, J. G., Dasgupta, N., Hunsinger, M., et al. (2011). STEMing the tide: Using ingroup experts to inoculate women's self-concept in science, technology, engineering, and mathematics (STEM). Journal of Personality and Social Psychology, 100, 255–270. doi:10.1037/a0021385.

    Article  PubMed  Google Scholar 

  • Walton, G. M., & Cohen, G. L. (2007). A question of belonging: Race, social fit, and achievement. Journal of Personality and Social Psychology, 92, 82–96. doi:10.1037/0022-3514.92.1.82.

    Article  PubMed  Google Scholar 

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Acknowledgments

The authors are grateful to the Tulane Social Psychology Group for their helpful feedback on an earlier draft of this manuscript. We would also like to thank Sara Brinson, William Chinburg, Sarah Kurash, Paula Lopez-Gamundi, Avery Mitchell, Joon Mitchell, Claire Neely, Jamie Rosenberg, and Benjamin Thompson for their assistance with data collection. This research was partially supported by National Science Foundation Grant HRD0936722.

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Correspondence to Patricia N. Gilbert.

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Table 5 Go/No-Go Association Task (GNAT) Stimuli Words

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Gilbert, P.N., O’Brien, L.T., Garcia, D.M. et al. Not the Sum of Its Parts: Decomposing Implicit Academic Stereotypes to Understand Sense of Fit in Math and English. Sex Roles 72, 25–39 (2015). https://doi.org/10.1007/s11199-014-0428-y

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