Abstract
The current research focuses on the role that allies can play in improving the experiences of Black and Latinx students in science, technology, engineering, and math (STEM) contexts. Using an experience sampling design, study 1 shows that such students report negative experiences in STEM learning contexts and that bystanders rarely engage in allyship. Study 2 suggests that participants perceive the experiences described by Black and Latinx students in study 1 as negative and somewhat urgent, but do not feel personal responsibility to act. Studies 3 and 4 assess the effectiveness of interventions aimed at enhancing personal responsibility for confronting prejudice and engaging in allyship. Study 3 reveals that enhancing a bystander’s sense of psychological standing can increase prejudice confrontation, and study 4 extends this phenomenon by showing that fellow bystanders’ (not just targets’) appeals to other bystanders’ psychological standing also evoke action. Overall, this work advances research on allyship in STEM contexts by integrating the Confronting Prejudiced Responses (CPR) model with theories of subtle discrimination.
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Data Availability
Please contact the authors for reasonable access to de-identified data.
Notes
Because our primary focus is increasing confrontations of anti-Black racism among people who are not themselves targeted by anti-Black racism, we excluded participants who self-identified as Black or African American.
Note the high number of discrepancies here was in part due to the fact that these sessions were run at the very beginning of the COVID-19 pandemic when experimenters were still getting used to Zoom technology.
Note that we only used one gender in our study because we did not want to unnecessarily complicate the results by adding mixed-gender dynamics. Because we had more female research assistants in our lab, we chose to focus only on women here.
Cell sizes are imbalanced due to a record-keeping error that led to loss of video data for some participants and errors in randomization.
Three participants selected “nothing concerning happened” for a small number of items (< 3) on the measure of perceptions. Because this response pattern is inconsistent within-person (i.e., the participant did not select “nothing concerning happened” for all items), we ran our analyses with these three participants excluded. Similar results to the main analyses were found for perceived responsibility, F(2, 86) = 0.59, p = .55, partial η2 = 0.01, and psychological standing, F(2, 88) = 0.78, p = .46, partial η2 = 0.02.
For the sake of full reporting, we included several additional items drawn from the CPR model (Ashburn-Nardo et al., 2008), which we examined in an exploratory capacity as detailed in our pre-registration. We are happy to provide these results upon request.
We removed three participants with outlying scores on perceived responsibility prior to analysis and two participants with outlying scores on psychological standing prior to analysis. There were no participants with outlying post-intervention confrontation scores.
Here, we report model-estimated means and standard errors rather than overall means and standard deviations to account for adjustments due to the covariate (race).
References
Ashburn-Nardo, L., Morris, K. A., & Goodwin, S. A. (2008). The confronting prejudice responses (CPR) model: Applying CPR in organizations. Academy of Management Learning & Education, 7, 332–342. https://doi.org/10.5465/AMLE.2008.34251671
Ashburn-Nardo, L., Blanchar, J. C., Petersson, J., Morris, K. A., & Goodwin, S. A. (2014). Do you say something when it’s your boss? The role of perpetrator power in prejudice confrontation. Journal of Social Issues, 70, 615–636. https://doi-org.ezproxy.rice.edu/10.1111/josi.12082.
Ashburn-Nardo, L., Lindsey, A., Morris, K. A., & Goodwin, S. A. (2019). Who is responsible for confronting prejudice? The role of perceived and conferred authority. Journal of Business and Psychology, 1–13. http://dx.doi.org.ezproxy.rice.edu/https://doi.org/10.1007/s10869-019-09651-w
Baumeister, R. F., Stillwell, A. M., & Heatherton, T. F. (1994). Guilt: An interpersonal approach. Psychological Bulletin, 115(2), 243.
Benokraitis, N. V. (1997). Sex discrimination in the 21st century. In N. V. Benokraitis (Ed.), Subtle sexism: Current practice and prospects for change (pp. 5–33). Sage.
Biernacki, P., & Waldorf, D. (1981). Snowball sampling: Problems and techniques of chain referral sampling. Sociological Methods & Research, 10, 141–163. https://doi.org/10.1177/004912418101000205
Blanchard, F. A., Crandall, C. S., Brigham, J. C., & Vaughn, L. A. (1994). Condemning and condoning racism: A social context approach to interracial settings. Journal of Applied Psychology, 79(6), 993–997. https://doi.org/10.1037/0021-9010.79.6.993
Bolger, N., Davis, A., & Rafaeli, E. (2003). Diary methods: Capturing life as it is lived. Annual Review of Psychology, 54(1), 579–616. https://doi.org/10.1146/annurev.psych.54.101601.145030
Botsford Morgan, W., Singletary Walker, S., Hebl, M. M. R., & King, E. B. (2013). A field experiment: Reducing interpersonal dis- crimination toward pregnant job applicants. Journal of Applied Psychology, 98, 799–809. https://doi.org/10.1037/a0034040
Brown, K. T., & Ostrove, J. M. (2013). What does it mean to be an ally? The perception of allies from the perspective of people of color. Journal of Applied Social Psychology, 43, 2211–2222. https://doi.org/10.1111/jasp.1217241
Brown, R., & Wade, G. (1987). Superordinate goals and intergroup behaviour: The effect of role ambiguity and status on intergroup attitudes and task performance. European Journal of Social Psychology, 17(2), 131–142. https://doi.org/10.1002/ejsp.2420170202
Carter, E. R., & Murphy, M. C. (2017). Consensus and consistency: Exposure to multiple discrimination claims shapes Whites’ intergroup attitudes. Journal of Experimental Social Psychology, 73, 24–33. https://doi.org/10.1016/j.jesp.2017.06.001
Case, K. A., Rios, D., Lucas, A., Braun, K., & Enriquez, C. (2020). Intersectional patterns of prejudice confrontation by White, heterosexual, and cisgender allies. Journal of Social Issues, 76(4), 899–920. https://doi.org/10.1111/josi.12408
Charleston, L. J., George, P. L., Jackson, F. L., Berhanu, J., & Amechi, M. H. (2014). Navigating underrepresented STEM spaces: Experiences of Black women in US computing science higher education programs who actualize success. Journal of Diversity in Higher Education, 7(3), 166–176. https://doi.org/10.1037/a0036632
Cheng, S., Ng, L., Trump-Steele, R. C., Corrington, A., & Hebl, M. (2018). Calling on male allies to promote gender equity in I-O Psychology. Industrial and Organizational Psychology, 11(3), 389–398. https://doi.org/10.1017/iop.2018.88
Cheng, S. (2019). Examining the social identity of being a Muslim in the American workplace. Master’s Thesis: Rice University, Houston. https://hdl.handle.net/1911/107394
Clark, R. D., III., & Word, L. E. (1972). Why don’t bystanders help? Because of ambiguity? Journal of Personality and Social Psychology, 24(3), 392–400. https://doi.org/10.1037/h0033717
Collier-Spruel, L. A., & Ryan, A. M. (2022). Are all allyship attempts helpful? An investigation of effective and ineffective allyship. Journal of Business and Psychology. Advance online publication. https://doi.org/10.1007/s10869-022-09861-9
Cordova, F. (2016). Inclusion across the nation of communities of learners of underrepresented discoverers in Engineering and Science (NSF INCLUDES). Arctic Research Call of the United States (ARCUS). https://www.arcus.org/events/arctic-calendar/25126
Cortina, L. M., Kabat-Farr, D., Leskinen, E. A., Huerta, M., & Magley, V. J. (2013). Selective incivility as modern discrimination in organizations: Evidence and impact. Journal of Management, 39, 1579–1605. https://doi.org/10.1177/0149206311418835
Crocker, J., & Major, B. (1989). Social stigma and self-esteem: The self-protective properties of stigma. Psychological Review, 96(4), 608–630. https://doi.org/10.1037/0033-295X.96.4.608
Crocker, J., Voelkl, K., Testa, M., & Major, B. (1991). Social stigma: The affective consequences of attributional ambiguity. Journal of Personality and Social Psychology, 60, 218–228. https://doi.org/10.1037/0022-3514.60.2.218
Darley, J. M., & Latané, B. (1968). Bystander intervention in emergencies: Diffusion of responsibility. Journal of Personality and Social Psychology, 8(4,Pt.1), 377–383. https://doi.org/10.1037/h0025589
Dovidio, J. F., & Gaertner, S. L. (1999). Reducing prejudice: Combating intergroup biases. Current Directions in Psychological Science, 8(4), 101–105. https://doi.org/10.1111/1467-8721.00024
Dovidio, J. F., Piliavin, J. A., Gaertner, S. L., Schroeder, D. A., & Clark, R. D. I. I. I. (1991). The arousal: Cost-reward model and the process of intervention: A review of the evidence. In M. S. Clark (Ed.), Prosocial behavior (pp. 86–118). Sage Publications Inc.
Dovidio, J. F., Gaertner, S. L., Validzic, A., Matoka, K., Johnson, B., & Frazier, S. (1997). Extending the benefits of recategorization: Evaluations, self-disclosure, and helping. Journal of Experimental Social Psychology, 33(4), 401–420. https://doi.org/10.1006/jesp.1997.1327
Dovidio, J. F., Kawakami, K., & Gaertner, S. L. (2002). Implicit and explicit prejudice and interracial interaction. Journal of Personality and Social Psychology, 82(1), 62–68. https://doi.org/10.1037/0022-3514.82.1.62
Droogendyk, L., Wright, S. C., Lubensky, M., & Louis, W. R. (2016). Acting in solidarity: Cross-group contact between disadvantaged group members and advantaged group allies. Journal of Social Issues, 72(2), 315–334. https://doi.org/10.1111/josi.12168
Drury, B. J., & Kaiser, C. R. (2014). Allies against sexism: The role of men in confronting sexism. Journal of Social Issues, 70(4), 637–652. https://doi.org/10.1111/josi.12083
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(2), 183–201. https://doi.org/10.1111/j.1540-4560.1990.tb01929.x
Evans, N. J., & Wall, V. A. (Eds.) (1991). Beyond tolerance: Gays, lesbians and bisexuals on campus (ED336682). American College Personnel Association. https://eric.ed.gov/?id=ED336682
Fries-Britt, S. (2017). It takes more than academic preparation: A nuanced look at Black male success in STEM. Journal of African American Males in Education, 8(1), 6–22. https://doi.org/10.1007/s11256-020-00559-x
Gaertner, S. L., & Dovidio, J. F. (2005). Understanding and addressing contemporary racism: From aversive racism to the common ingroup identity model. Journal of Social Issues, 61(3), 615–639. https://doi.org/10.1111/j.1540-4560.2005.00424.x
Gardner, D. M., & Ryan, A. M. (2020). What’s in it for you? Demographics and self-interest perceptions in diversity promotion. Journal of Applied Psychology, 105(9), 1062–1072. https://doi.org/10.1037/apl0000478
Getz, C., & Kirkley, E. A. (2003). Identity development models: One size fits all? Heterosexual identity development and the search for “allies” in higher education. Paper presented at the Annual Meeting of the American Educational Research Association (84th, Chicago, IL, April 21–25, 2003). https://files.eric.ed.gov/fulltext/ED479168.pdf
Glick, P. (2014). Commentary: Encouraging confrontation. Journal of Social Issues, 70(4), 779–791. https://doi.org/10.1111/josi.12091
Hall, A. R., Nishina, A., & Lewis, J. A. (2017). Discrimination, friendship diversity, and STEM-related outcomes for incoming ethnic minority college students. Journal of Vocational Behavior, 103, 76–87. https://doi.org/10.1016/j.jvb.2017.08.010
Hebl, M. R., Foster, J. B., Mannix, L. M., & Dovidio, J. F. (2002). Formal and interpersonal discrimination: A field study of bias toward homosexual applicants. Personality and Social Psychology Bulletin, 28(6), 815–825. https://doi.org/10.1177/0146167202289010
Hebl, M. R., King, E. B., Glick, P., Singletary, S. L., & Kazama, S. (2007). Hostile and benevolent reactions toward pregnant women: Complementary interpersonal punishments and rewards that maintain traditional roles. Journal of Applied Psychology, 92, 1499–1511. https://doi.org/10.1037/0021-9010.92.6.1499
Hogg, M. A., & Turner, J. C. (1987). Social identity and conformity: A theory of referent informational influence. In W. Doise & S. Moscovici (Eds.), Current issues in European social psychology (Vol. 2, pp. 139–182). Cambridge University Press.
Hrabowski, F. A., III, & Henderson, P. H. (2019, November 29). How to actually promote diversity in STEM. The Atlantic. https://www.theatlantic.com/ideas/archive/2019/11/how-umbc-got-minority-students-stick-stem/602635/
Hulin, C. L., Fitzgerald, L. F., & Drasgow, F. (1996). Organizational influences on sexual harassment. In M. S. Stockdale (Ed.), Sexual harassment in the workplace: Perspectives, frontiers, and response strategies (pp. 127–150). Sage Publications, Inc. https://doi.org/10.4135/9781483327280.n7
Hurd, N. M., Trawalter, S., Jakubow, A., Johnson, H. E., & Billingsley, J. T. (2022). Online racial discrimination and the role of White bystanders. American Psychologist, 77(1), 39. https://psycnet.apa.org/fulltext/2021-58178-001.pdf.
Hussain, I., Tangirala, S., & Sherf, E. N. (2022). Signaling legitimacy: Why mixed-gender coalitions outperform single-gender coalitions in advocating for gender equity. Academy of Management Journal. https://doi.org/10.5465/amj.2021.0174
Jensen, L. E., & Deemer, E. D. (2019). Identity, campus climate, and burnout among undergraduate women in STEM fields. The Career Development Quarterly, 67(2), 96–109. https://doi.org/10.1002/cdq.12174
Johnson, I. R., Pietri, E. S., Fullilove, F., & Mowrer, S. (2019). Exploring identity-safety cues and allyship among black women students in STEM environments. Psychology of Women Quarterly, 43(2), 131–150. https://doi.org/10.1177/0361684319830926
Jones, K. P., Peddie, C. I., Gilrane, V. L., King, E. B., & Gray, A. L. (2016). Not so subtle: A meta-analytic investigation of the correlates of subtle and overt discrimination. Journal of Management, 42(6), 1588–1613. https://doi.org/10.1177/0149206313506466
Kaiser, C. R., & Miller, C. T. (2001). Stop complaining! The social costs of making attributions to discrimination. Personality and Social Psychology Bulletin, 27(2), 254–263. https://doi.org/10.1177/0146167201272010
Kim, J. Y., & Meister, A. (2023). Microaggressions, interrupted: The experience and effects of gender microaggressions for women in STEM. Journal of Business Ethics, 185, 513–553. https://doi.org/10.1007/s10551-022-05203-0
King, E. B., Dunleavy, D., Dunleavy, E., Jaffer, S., Morgan, W., Elder, K., & Graebner, R. (2011). Discrimination in the 21st century: Are science and the law aligned? Psychology, Public Policy, and Law, 17, 54–75. https://doi.org/10.1037/a0021673
King, E. B., Botsford, W. E., Hebl, M. R., Kazama, S., Dawson, J. F., & Perkins, A. (2012). Benevolent sexism at work: Gender differences in the distribution of challenging developmental work experiences. Journal of Management, 38, 1835–1866. https://doi.org/10.1177/0149206310365902
Lee, S., Crane, B. R., Ruttledge, T., Guelce, D., Yee, E. F., Lenetsky, M., Caffrey, M., Johnson, W. D. A., Lin, A., Lu, S., Rodriguez, M., Wague, A., & Wu, K. (2018). Patching a leak in an R1 university gateway STEM course. PLoS ONE, 13(9), e0202041. https://doi.org/10.1371/journal.pone.0202041
Levine, M., Prosser, A., Evans, D., & Reicher, S. (2005). Identity and emergency intervention: How social group membership and inclusiveness of group boundaries shape helping behavior. Personality and Social Psychology Bulletin, 31(4), 443–453. https://doi.org/10.1177/0146167204271651
Lim, M. (2017). Freedom to hate: Social media, algorithmic enclaves, and the rise of tribal nationalism in Indonesia. Critical Asian Studies, 49(3), 411–427. https://doi.org/10.1080/14672715.2017.1341188
Lindsey, A., King, E., Cheung, H., Hebl, M., Lynch, S., & Mancini, V. (2015). When do women respond against discrimination? Exploring factors of subtlety, form, and focus. Journal of Applied Social Psychology, 45(12), 649–661. https://doi.org/10.1111/jasp.12326
Lindsey, A. P., King, E., Amber, B., Sabat, I., & Ahmad, A. S. (2019). Examining why and for whom reflection diversity training works. Personnel Assessment and Decisions, 2, 82–90. https://doi.org/10.25035/pad.2019.02.010
Louis, W. R., Thomas, E., Chapman, C. M., Achia, T., Wibisono, S., Mirnajafi, Z., & Droogendyk, L. (2019). Emerging research on intergroup prosociality: Group members’ charitable giving, positive contact, allyship, and solidarity with others. Social and Personality Compass, 13(3), e12436. https://doi.org/10.1111/spc3.12436
Marshall, A., Pack, A. D., Owusu, S. A., Hultman, R., Drake, D., Rutaganira, F. U. N., Namwanje, M., Evans, C. S., Garza-Lopez, E., Lewis, S. C., Termini, C. M., AshShareef, S., Hicsasmaz, I., Taylor, B., McReynolds, M. R., Shuler, H., & Hinton, A. O., Jr. (2021). Responding and navigating racialized microaggressions in STEM. Pathogens and Disease, 79(5), ftab027. https://doi.org/10.1093/femspd/ftab027
McCleary-Gaddy, A. T., Smith, C. C., & Davis, J. (2023). A call to action: Six anti-Black racism topics practitioners encourage researchers to investigate. Journal of Business and Psychology, 38, 135–144. https://doi.org/10.1007/s10869-022-09839-7
McGee, E. O. (2020). Interrogating structural racism in STEM higher education. Educational Researcher, 49(9), 633–644. https://doi.org/10.3102/0013189X20972718
Miles, M. L., Brockman, A. J., & Naphan-Kingery, D. E. (2020). Invalidated identities: The disconfirming effects of racial microaggressions on Black doctoral students in STEM. Journal of Research in Science Teaching, 57(10), 1608–1631. https://doi.org/10.1002/tea.21646
Miller, D. T. (1999). The norm of self-interest. American Psychologist, 54(12), 1053–1060. https://doi.org/10.1037/0003-066X.54.12.1053
Miller, D. T., & Effron, D. A. (2010). Psychological license: When it is needed and how it functions. Advances in Experimental Social Psychology, 43, 115–155. https://doi.org/10.1016/S0065-2601(10)43003-8
Nagda, B. A., Gurin, P., & Lopez, G. E. (2003). Transformative pedagogy for democracy and social justice. Race Ethnicity and Education, 6(2), 165–191. https://doi.org/10.1080/13613320308199
National Academies of Sciences, Engineering, and Medicine. (2016). Barriers and opportunities for 2-Year and 4- year STEM degrees: systemic change to support students' diverse pathways. The National Academies Press. https://doi.org/10.17226/21739
National Center for Science and Engineering Statistics. (2019). Women, minorities, and persons with disabilities in science and engineering. https://ncses.nsf.gov/pubs/nsf19304/data
O’Brien, K. R., McAbee, S. T., Hebl, M. R., & Rodgers, J. R. (2016). The impact of interpersonal discrimination and stress on health and performance for early career STEM academicians. Frontiers in Psychology, 7(615), 1–11. https://doi.org/10.3389/fpsyg.2016.00615
Radke, H. R., Kutlaca, M., Siem, B., Wright, S. C., & Becker, J. C. (2020). Beyond allyship: Motivations for advantaged group members to engage in action for disadvantaged groups. Personality and Social Psychology Review, 24(4), 291–315. https://doi.org/10.1177/1088868320918698
Rasinski, H. M., & Czopp, A. M. (2010). The effect of target status on witnesses’ reactions to confrontations of bias. Basic and Applied Social Psychology, 32(1), 8–16. https://doi.org/10.1080/01973530903539754
Ratner, R. K., & Miller, D. T. (2001). The norm of self-interest and its effects on social action. Journal of Personality and Social Psychology, 81(1), 5–16. https://doi.org/10.1037/0022-3514.81.1.5
Rattan, A., & Dweck, C. S. (2010). Who confronts prejudice? The role of implicit theories in the motivation to confront prejudice. Psychological Science, 21(7), 952–959. https://doi.org/10.1177/0956797610374740
Reyes, M.-E. (2011). Unique challenges for women of color in STEM transferring from community colleges to universities. Harvard Educational Review, 81(2), 241–263. https://doi.org/10.17763/haer.81.2.324m5t1535026g76
Riegle-Crumb, C., Peng, M., & Buontempo, J. (2019). Gender, competitiveness, and intentions to pursue STEM fields. International Journal of Gender, Science and Technology, 11(2), 234–257. https://genderandset.open.ac.uk/index.php/genderandset/article/view/548.
Riffle, R., Schneider, T., Hillard, A., Polander, E., Jackson, S., DesAutels, P., & Wheatly, M. (2013). A mixed methods study of gender, STEM department climate, and workplace outcomes. Journal of Women and Minorities in Science and Engineering, 19(3), 227–243. https://doi.org/10.1615/JWomenMinorScienEng.2013005743
Salvatore, J., & Shelton, J. N. (2007). Cognitive costs of exposure to racial prejudice. Psychological Science, 18(9), 810–815. https://doi.org/10.1111/j.1467-9280.2007.01984.x
Sanlo, R. L., Rankin, S., & Schoenberg, R. (Eds). (2002). Our place on campus: Lesbian, gay, bisexual, transgender services and programs in higher education. Bloomsbury Publishing.
Shelton, J. N., Richeson, J. A., Salvatore, J., & Hill, D. M. (2006). Silence is not golden: Intrapersonal consequences of not confronting prejudice. In S. Levin & C. van Laar (Eds.), Stigma and group inequality: Social psychological perspectives (pp. 65–81). Lawrence Erlbaum Associates Publishers.
Sherf, E. N., Tangirala, S., & Weber, K. C. (2017). It is not my place! Psychological standing and men’s voice and participation in gender-parity initiatives. Organization Science, 28(2), 193–210. https://doi.org/10.1287/orsc.2017.1118
Stapel, D. A., Reicher, S. D., & Spears, R. (1994). Social identity, availability and the perception of risk. Social Cognition, 12(1), 1–17. https://doi.org/10.1521/soco.1994.12.1.1
Steele, C. M., & Aronson, J. (1995). Stereotype threat and the intellectual test performance of African Americans. Journal of Personality and Social Psychology, 69(5), 797–811. https://doi.org/10.1037//0022-3514.69.5.797
Steele, C. M., Spencer, S. J., & Aronson, J. (2002). Contending with group image: The psychology of stereotype and social identity threat. In M. P. Zanna (Ed.), Advances in experimental social psychology, (Vol. 34, pp. 379–440). Academic Press. https://doi.org/10.1016/S0065-2601(02)80009-0
Sue, D. W., Capodilupo, C. M., Torino, G. C., Bucceri, J. M., Holder, A., Nadal, K. L., & Esquilin, M. (2007). Racial microaggressions in everyday life: Implications for clinical practice. American Psychologist, 62(4), 271–286. https://doi.org/10.1037/0003-066X.62.4.271
Swim, J., & Hyers, L. (1999). Excuse me - What did you just say?!: Women’s public and private responses to sexist remarks. Journal of Experimental Social Psychology, 35(1), 68–88. https://doi.org/10.1006/jesp.1998.1370
Taylor, P. J., Russ-Eft, D. F., & Chan, D. W. L. (2005). A meta-analytic review of behaviour modeling training. Journal of Applied Psychology, 90, 692–709. https://doi.org/10.1037/0021-9010.90.4.692
Thoroughgood, C. N., Sawyer, K. B., & Webster, J. R. (2021). Because you’re worth the risks: Acts of oppositional courage as symbolic messages of relational value to transgender employees. Journal of Applied Psychology, 106(3), 399–421. https://doi.org/10.1037/apl0000515
Turner, J. C. (1981). The experimental social psychology of intergroup behavior. In J. C. Turner & H. Giles (Eds.), Intergroup behavior (pp. 66–101). University of Chicago Press.
Turner, J. C., Oakes, P. J., Haslam, S. A., & McGarty, C. (1994). Self and collective: Cognition and social context. Personality and Social Psychology Bulletin, 20(5), 454–463. https://doi.org/10.1177/0146167294205002
Valian, V. (1998). Why so slow? The advancement of women. M.I.T. Press.
Walker, S. S., Corrington, A., Hebl, M., & King, E. B. (2022). Subtle discrimination overtakes cognitive resources and undermines performance. Journal of Business and Psychology, 37, 311–324. https://doi.org/10.1007/s10869-021-09747-2
Wilkins-Yel, K. G., Hyman, J., & Zounlome, N. O. O. (2019). Linking intersectional invisibility and hypervisibility to experiences of microaggressions among graduate women of color in STEM. Journal of Vocational Behavior, 113, 51–61. https://doi.org/10.1016/j.jvb.2018.10.018
Wilkins-Yel, K. G., Arnold, A., Bekki, J., Natarajan, M., Bernstein, B., & Randall, A. K. (2022). “I can’t push off my own mental health”: Chilly STEM climates, mental health, and STEM persistence among Black, Latina, and White graduate women. Sex Roles, 86(3), 208–232. https://doi.org/10.1007/s11199-021-01262-1
Woodford, M. R., Kulick, A., Sinco, B. R., & Hong, J. S. (2014). Contemporary heterosexism on campus and psychological distress among LGBQ students: The mediating role of self-acceptance. American Journal of Orthopsychiatry, 84(5), 519–529. https://doi.org/10.1037/ort0000015
Woodzicka, J. A., & LaFrance, M. (2001). Real versus imagined gender harassment. Journal of Social Issues, 57(1), 15–30. https://doi.org/10.1111/0022-4537.00199
Yang, Y., & Carroll, D. W. (2018). Gendered microaggressions in science, technology, engineering, and mathematics. Leadership and Research in Education, 4, 28–45.
Acknowledgements
We wish to thank Ivy Watson, Cassandra Phetmisy, Naomi Fa-Kaji, Miguel Unzueta, and all of the research assistants in the Hebl-King lab for their contributions to this work.
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Jenessa Shapiro, beloved colleague, passed away before the completion of this work. She made our science and the world better, and she is missed every day.
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Appendix 1
Experiential Information
Examples of the negative identity-based events students described include, “It was just a little weird today because I usually sit with the other black girls in my class and today they weren’t there so I sat alone in the front. The class time is spent working with people around you to answer questions so I just ended up doing them by myself,” and “The professor (a woman) kept asking the group of girls in my class to participate. She said the girls were too quiet and the boys were the only ones participating. I felt a bit disappointed that I was not participating and representing the group of girls in my class. I did not want to preserve the stereotype that boys are more knowledgeable about science than girls, but I did so by not participating,” and “While asking for further explanation on a math problem a student two rows behind me whispered “they can never understand what’s going on.” These example descriptions demonstrate how negative experiences may be occurring—specifically, minoritized participants reported rude interpersonal interactions with other students and teaching assistants/professors, as well as social avoidance and exclusion by their classmates, and feelings of incompetence. It is noteworthy that participants did not typically indicate that they believed these negative events were race-related (M = 1.76, SD = 1.33) or discriminatory (M = 1.46, SD = 1.03).
Appendix 2
The focus in studies 3 and 4 is on psychological standing as an intervention through which to increase prejudice confrontation. To further substantiate and justify this focus, we considered two alternative mechanisms. The first alternative mechanism for intervention is to enhance a sense of superordinate group identity (Turner, 1981). Superordinate identity refers to uniting diverse individuals and encouraging them to view themselves as a team working toward a common goal. Though identity may be portrayed as a fixed state, self-categorization theory (Hogg & Turner, 1987; Turner et al., 1994) explains that the way in which individuals conceptualize identity may be a more fluid process than once believed. They suggest that changes to self-concept occur often across varying social situations and may shift to match the present situation (Hogg & Turner, 1987). Sharing a group identity also implicates responsibility. When a member of one’s in-group (vs. out-group) is harmed, people are more likely to see the transgression as affecting them personally. Creating a superordinate identity reduces conflict because it requires members of both the in-group and out-group to eliminate group boundaries based on race, gender, or other factors, so that intergroup concerns become intragroup concerns (Turner, 1981, p. 99). Changing categorization of group members from “they” to “we” may be a powerful tool in reducing racism (Gaertner & Dovidio, 2005). Even when racial identity is particularly salient, a sense of superordinate group membership leads to greater interracial trust, acceptance, and support (Dovidio & Gaertner, 1999).
Superordinate group identity has been studied in emergent situations to understand how bystanders respond to helping both in-group and out-group members. When the victim of an event is believed to be an in-group member, individuals rate the event as more personally threatening or more likely to affect their personal lives. This increases the likelihood of helpful behaviors (Stapel et al., 1994). Researchers studied this phenomenon in a large group of soccer fans and found that bystanders were more likely to help an injured person who was wearing their preferred soccer team’s shirt than a stranger wearing a rival team’s shirt (Levine et al., 2005). Dovidio et al. (1991) introduced the arousal cost-reward model, which helps to explain why creating a superordinate identity may increase helping behaviors in teams. The arousal cost-reward model describes superordinate identity as a “a sense of connectedness or a categorization of another person as a member of one’s own group” (p. 102). When individuals identify as a superordinate group, they perceive more similarities between group members and an increased feeling of responsibility for the welfare of the group (Dovidio et al., 1991). The increase in felt responsibility is said to increase the perceived consequences associated with not helping a victim, which may lead to an increased likelihood of helping a targeted individual (Levine et al., 2005).
This phenomenon extends to non-emergent situations as well. Dovidio et al. (1997) examined how group identity affects prejudice reduction and prosocial behavior in university students and found that students were more likely to help fellow students on a research project when they counted that student as an in-group member. The superordinate group condition reminds participants that they have a common goal and that each member is responsible for doing their part to achieve the desired result. Personal responsibility increases when individuals believe that the group’s outcome depends on them (Brown & Wade, 1987). It follows that a superordinate group identity may encourage confrontation of discrimination.
The second alternative mechanism of intervention we consider is guilt. Guilt, as an emotion representing regret, can be associated with prosocial or reparative behavior (Baumeister et al., 1994). According to Baumeister et al. (1994), guilt motivates relationship- and equity-enhancing behavior. Arising out of interpersonal transgressions—including, potentially, witnessed discrimination—guilt may give rise to attempts to repair broken trust or interpersonal bonds. For example, Lindsey et al. (2019) found that egalitarian motivation increased for diversity training program participants who were asked to reflect on a time they wished they responded differently to discrimination that they witnessed. The experience of reflecting on one’s regret seemed to prompt or prime internal goals about being egalitarian. It stands to reason that experiencing such regret might also increase the likelihood that bystanders will confront discrimination. Thus, we conducted a study to explore the relative effectiveness of psychological standing versus superordinate group identity and guilt interventions before moving forward with the third study in this paper.
Alternative Interventions Study
A total of 221 student participants from an academic institution in the Southern United States took part in this study. We excluded 19 responses because they had duplicate IP addresses, and 27 for participants failing to complete the survey, and two participants who did not report their race. Thus, the final sample included 173 students (57% women; 37% Asian, 10% Black, 10% Hispanic/Latino, 13% multiracial, 30% White; 41% freshmen, 20% sophomores, 27% juniors, 12% seniors. Percentages may not sum to 100 due to rounding).
To begin, participants were told that they would be imagining themselves in “two first-hand accounts of college students’ experiences in their classes.” Before presenting these scenarios, participants were primed with a control or one of three different manipulations intended to heighten participants’ willingness to respond. In all cases, the prime began with, “You notice that your STEM classmate has been treated negatively because of their race (e.g., excluded from study groups, ignored by professor).” After this, participants read one of the following four reactions: (1) “Some people may think it is not their place to stand up; however, we think it IS your place to stand up. You are the right person to take a stand if you see inequity” (psychological standing condition), (2) “We are all coming from the same university and need to work together to keep all of us afloat. If one of us does well, we all do well. We are aligned toward succeeding and being treated equally” (superordinate group identity condition), (3) “Sometimes people don’t speak up or intervene when they can and then later feel guilty. Think of a time when you witnessed this kind of behavior—what do you wish you had done differently?” (guilt condition), or (4) added nothing else (control condition).
After this prime, participants were asked to imagine themselves in two scenarios. The first was to imagine that “you witness your STEM classmate (who is African-American) being talked down to when asking for help and clarification on confusing topics.” The second was to imagine “observing a Latina classmate discussing how a phylogeny tree works to you and a White classmate. The White classmate responds aloud that she ‘is well spoken for a Mexican girl.’” Both of these scenarios represented actual incidents cited by real targets of discrimination in study 1. We chose two scenarios so that results could not be attributable to any idiosyncratic results of a single scenario. Using a 7-point Likert-type scale anchored by 1 Strongly Disagree and 7 Strongly Agree, participants rated both of the scenarios on the extent to which they would “feel responsible to act.”
A mixed-model ANCOVA controlling for participant race (coded as Black, Hispanic or Latinx, White, Asian, or multiracial, with White as the reference level) yielded a marginally significant effect of the intervention manipulations, F(3, 165) = 2.35, p = 0.07, suggesting that, overall, the manipulations we used may not have increased perceived responsibility very effectively. Neither superordinate identityFootnote 8 (Estimated [Est.] M = 6.05, standard error [SE] = 0.14) nor psychological standing (Est. M = 5.97, SE = 0.14) significantly statistically increased participants’ reports of perceived responsibility compared to the control condition (Est. M = 5.84, SE = 0.15), for superordinate identity vs. control: p = 0.74, Cohen’s d (95% CI) = 0.33 (− 0.32, 0.98), for psychological standing vs. control: p = 0.93, Cohen’s d (95% CI) = 0.21 (− 0.45, 0.86). Furthermore, our guilt manipulation was the least effective (Est. M = 5.56, SE = 0.14), revealing an even lower estimated mean relative to that in the control condition, although the differences between the guilt manipulation and other conditions were not significant, for guilt vs. control: p = 0.52, Cohen’s d (95% CI) = − 0.45 (− 1.11, 0.20), for guilt vs. psychological standing: p = 0.17, Cohen’s d (95% CI) = − 0.66 (− 1.29, − 0.02), and for guilt vs. superordinate identity: p = 0.07, Cohen’s d (95% CI) = − 0.79 (− 1.42, − 0.15). Interestingly, all conditions exhibited relatively high estimated means (i.e., above the scale midpoint of 4), implying that participants did feel responsible to intervene when imagining a hypothetical instance of racial bias. However, because responses to a hypothetical scenario are not necessarily identical to responses in an actual opportunity for bystander intervention, our subsequent studies rely on actual situations involving racism in STEM contexts. These data guided us to drop guilt and instead focus on the intervention of psychological standing and superordinate group identity in a more ecologically valid, synchronous context for study 3.
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King, E.B., Hebl, M., Shapiro, J.R. et al. (Absent) Allyship in STEM: Can Psychological Standing Increase Prejudice Confrontation?. J Bus Psychol (2024). https://doi.org/10.1007/s10869-023-09929-0
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DOI: https://doi.org/10.1007/s10869-023-09929-0