Racial Inequality in Psychological Research: Trends of the Past and Recommendations for the Future
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Abstract
Race plays an important role in how people think, develop, and behave. In the current article, we queried more than 26,000 empirical articles published between 1974 and 2018 in top-tier cognitive, developmental, and social psychology journals to document how often psychological research acknowledges this reality and to examine whether people who edit, write, and participate in the research are systematically connected. We note several findings. First, across the past five decades, psychological publications that highlight race have been rare, and although they have increased in developmental and social psychology, they have remained virtually nonexistent in cognitive psychology. Second, most publications have been edited by White editors, under which there have been significantly fewer publications that highlight race. Third, many of the publications that highlight race have been written by White authors who employed significantly fewer participants of color. In many cases, we document variation as a function of area and decade. We argue that systemic inequality exists within psychological research and that systemic changes are needed to ensure that psychological research benefits from diversity in editing, writing, and participation. To this end, and in the spirit of the field’s recent emphasis on metascience, we offer recommendations for journals and authors.
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The bulk of this research is conducted among predominantly white participants.
“with the bulk of this research conducted among predominantly white participants (Roberts et al., 2020).”
From Studying Ethnic-Racial Identity among White Youth: White Supremacy as a Developmental Context (2022) · cites this paper as Roberts et al., 2020
In “Who Participates in the Research That Highlights Race?” (page unavailable), the paper reports that 66% of participants in the social-psychology publications were White. But across all publications it examined that highlighted race, 42% of participants were White and 48% were people of color. The social-psychology finding does not support the broader claim that the bulk of this research used predominantly White participants. (LLM, conf=0.86)
Experimental — accuracy not yet measuredThe lack of focus on racial/ethnic identity represents a widespread issue in psychological science, and researchers from the body image and disordered eating literatures have recently called for an intersectional perspective and a clearer focus on the experiences of People of Color.
“The lack of focus on racial/ethnic identity represents a widespread issue in psychological science (Roberts et al., 2020), and researchers from the body image and disordered eating literatures have recently called for an intersectional perspective and a clearer focus on the experiences of People of Color (e.g., Beccia et al., 2019; Burke et al., 2020; McEntee et al., 2020; Watson et al., 2019).”
From The Perfect Storm: A Developmental-Sociocultural Framework for the Role of Social Media in Adolescent Girls' Body Image Concerns and Mental Health. (2022) · cites this paper as Roberts et al., 2020
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Cites
Culture and the self: Implications for cognition, emotion, and motivation.
Markus, H. R., & Kitayama, S. (1991) · Psychological Review · doi:10.1037/0033-295x.98.2.224 · Cited by 21,995 · see citing works
The weirdest people in the world?
Henrich, J., Heine, S. J., & Norenzayan, A. (2010) · Behavioral and Brain Sciences · doi:10.1017/s0140525x0999152x · Cited by 12,641 · see citing works
Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?
Buhrmester, M., Kwang, T., & Gosling, S. D. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691610393980 · Cited by 9,996 · see citing works
Simmons, J. P., Nelson, L. D., & Simonsohn, U. (2011) · Psychological Science · doi:10.1177/0956797611417632 · Cited by 6,567 · see citing works
Markus, H., & Nurius, P. (1986) · American Psychologist · doi:10.1037/0003-066x.41.9.954 · Cited by 5,806 · cited 2× · see citing works
“…leadership transforms organizations by changing norms, creating initiatives, establishing new knowledge, and modeling potential career paths to underrepresented group members (Crisp & Turner, 2011; Jeanquart-Barone, 2004; Markus & Nurius, 1986; Milner & Howard, 2004; Rowley & Camacho, 2015).”
WEIRD languages have misled us, too
Majid, A., & Levinson, S. C. (2010) · Behavioral and Brain Sciences · doi:10.1017/s0140525x1000018x · Cited by 4,169 · see citing works
Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk
Berinsky, A. J., Huber, G. A., & Lenz, G. S. (2012) · Political Analysis · doi:10.1093/pan/mpr057 · Cited by 4,008 · see citing works
(2004) · Choice Reviews Online · doi:10.5860/choice.41-3121 · Cited by 2,725 · see citing works
Measuring the Prevalence of Questionable Research Practices With Incentives for Truth Telling
John, L. K., Loewenstein, G., & Prelec, D. (2012) · Psychological Science · doi:10.1177/0956797611430953 · Cited by 2,239 · see citing works
Stamped from the Beginning: The Definitive History of Racist Ideas in America
Jacobson, M. F. (2017) · Journal of American History · doi:10.1093/jahist/jax014 · Cited by 1,181 · see citing works
The study of culture, ethnicity, and race in American psychology.
Betancourt, H. M., & López, S. R. (1993) · American Psychologist · doi:10.1037/0003-066x.48.6.629 · Cited by 1,165 · see citing works
The persistent sampling bias in developmental psychology: A call to action
Nielsen, M., Haun, D. B. M., Kärtner, J., & Legare, C. H. (2017) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2017.04.017 · Cited by 1,023 · see citing works
Constraints on Generality (COG): A Proposed Addition to All Empirical Papers
Simons, D. J., Shoda, Y., & Lindsay, D. S. (2017) · Perspectives on Psychological Science · doi:10.1177/1745691617708630 · Cited by 986 · cited 1× · see citing works
“Proposed by Simons, Shoda, and Lindsay (2017), this recommendation makes clear the extent to which authors’ conclusions generalize across samples.”
Race, race-based discrimination, and health outcomes among African Americans
Mays, V. M., Cochran, S. D., & Barnes, N. W. (2007) · Annual Review of Psychology · doi:10.1146/annurev.psych.57.102904.190212 · Cited by 889 · see citing works
Positionality: Reflecting on the Research Process
Bourke, B. (2014) · The Qualitative Report · doi:10.46743/2160-3715/2014.1026 · Cited by 814 · see citing works
Replications in Psychology Research: How Often Do They Really Occur?
Makel, M. C., Plucker, J. A., & Hegarty, B. (2012) · Perspectives on Psychological Science · doi:10.1177/1745691612460688 · Cited by 750 · see citing works
Rad, M. S., Martingano, A. J., & Ginges, J. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721165115 · Cited by 746 · see citing works
Graham, S. (1992) · American Psychologist · doi:10.1037/0003-066x.47.5.629 · Cited by 595 · see citing works
The origins of symbolic racism.
Sears, D. O., & Henry, P. J. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.2.259 · Cited by 584 · see citing works
Political diversity will improve social psychological science
Duarte, J. L., Crawford, J. T., Stern, C., Haidt, J., Jussim, L. J., & Tetlock, P. E. (2014) · Behavioral and Brain Sciences · doi:10.1017/s0140525x14000430 · Cited by 572 · see citing works
Hughes, D. (2003) · American Journal of Community Psychology · doi:10.1023/a:1023066418688 · Cited by 572 · see citing works
When Prejudice Does Not Pay: Effects of Interracial Contact on Executive Function
Richeson, J. A., & Shelton, J. N. (2003) · Psychological Science · doi:10.1111/1467-9280.03437 · Cited by 538 · see citing works
Cognitive adaptation to the experience of social and cultural diversity.
Crisp, R. J., & Turner, R. N. (2010) · Psychological Bulletin · doi:10.1037/a0021840 · Cited by 385 · see citing works
The psychology of American racism.
Roberts, S. O., & Rizzo, M. T. (2020) · American Psychologist · doi:10.1037/amp0000642 · Cited by 348 · see citing works
Self-citationWhy genes don't count (for racial differences in health)
Goodman, A. H. (2000) · American Journal of Public Health · doi:10.2105/ajph.90.11.1699 · Cited by 338 · see citing works
Rhodes, M., & Gelman, S. A. (2009) · Cognitive Psychology · doi:10.1016/j.cogpsych.2009.05.001 · Cited by 323 · see citing works
Morning, A. J. (2011) · University of California Press eBooks · doi:10.1525/9780520950146 · Cited by 311 · see citing works
Racism in the Structure of Everyday Worlds: A Cultural-Psychological Perspective
Salter, P. S., Adams, G., & Perez, M. J. (2018) · Current Directions in Psychological Science · doi:10.1177/0963721417724239 · Cited by 299 · see citing works
Mattis, J. S., & Jagers, R. J. (2001) · Journal of Community Psychology · doi:10.1002/jcop.1034 · Cited by 293 · see citing works
Marginally Significant Effects as Evidence for Hypotheses
Pritschet, L., Powell, D., & Horne, Z. (2016) · Psychological Science · doi:10.1177/0956797616645672 · Cited by 270 · see citing works
Zuckerman, M. (1990) · American Psychologist · doi:10.1037//0003-066x.45.12.1297 · Cited by 251 · see citing works
Toward a Social Psychology of Race and Race Relations for the Twenty-First Century
Richeson, J. A., & Sommers, S. R. (2015) · Annual Review of Psychology · doi:10.1146/annurev-psych-010213-115115 · Cited by 243 · see citing works
Craig, M. A., Rucker, J. M., & Richeson, J. A. (2018) · Current Directions in Psychological Science · doi:10.1177/0963721417727860 · Cited by 213 · see citing works
Zuckerman, M. (1990) · American Psychologist · doi:10.1037/0003-066x.45.12.1297 · Cited by 174 · see citing works
White and Black American children's implicit intergroup bias
Newheiser, A., & Olson, K. R. (2011) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2011.08.011 · Cited by 173 · see citing works
Black Teachers, Black Students, Black Communities, and Brown: Perspectives and Insights from Experts
Milner, H. R., & Howard, T. C. (2004) · The Journal of Negro Education · doi:10.2307/4129612 · Cited by 168 · see citing works
Learning (not) to talk about race: When older children underperform in social categorization.
Apfelbaum, E. P., Pauker, K., Ambady, N., Sommers, S. R., & Norton, M. I. (2008) · Developmental Psychology · doi:10.1037/a0012835 · Cited by 166 · see citing works
Generic language in scientific communication
DeJesus, J. M., Callanan, M. A., Solis, G., & Gelman, S. A. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1817706116 · Cited by 157 · see citing works
Hobbs, A. (2014) · Harvard University Press eBooks · doi:10.4159/harvard.9780674735811 · Cited by 150 · see citing works
Sociocultural Influences on the Sociopolitical Development of African American Youth
Anyiwo, N., Bañales, J., Rowley, S. J., Watkins, D. C., & Richards-Schuster, K. (2018) · Child Development Perspectives · doi:10.1111/cdep.12276 · Cited by 147 · see citing works
Medin, D., Ojalehto, B., Marin, A., & Bang, M. (2017) · Nature Human Behaviour · doi:10.1038/s41562-017-0088 · Cited by 146 · see citing works
How social experience is related to children's intergroup attitudes
McGlothlin, H., & Killen, M. (2010) · European Journal of Social Psychology · doi:10.1002/ejsp.733 · Cited by 143 · see citing works
Variation is the universal: making cultural evolution work in developmental psychology
Kline, M. A., Shamsudheen, R., & Broesch, T. (2018) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2017.0059 · Cited by 143 · see citing works
Minority Children: Introduction to the Special Issue
McLoyd, V. C. (1990) · Child Development · doi:10.1111/j.1467-8624.1990.tb02777.x · Cited by 138 · see citing works
Why developmental psychology is incomplete without comparative and cross-cultural perspectives
Nielsen, M., & Haun, D. B. M. (2015) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2015.0071 · Cited by 132 · see citing works
Lewis, R. S., Goto, S. G., & Kong, L. L. (2008) · Personality and Social Psychology Bulletin · doi:10.1177/0146167207313731 · Cited by 118 · see citing works
Bias Awareness Predicts Color Conscious Racial Socialization Methods among White Parents
Perry, S. P., Skinner, A. L., & Abaied, J. L. (2019) · Journal of Social Issues · doi:10.1111/josi.12348 · Cited by 110 · see citing works
Cross-cultural differences in children’s beliefs about the objectivity of social categories
Diesendruck, G., Goldfein-Elbaz, R., Rhodes, M., Gelman, S., & Neumark, N. (2013) · Child Development · doi:10.1111/cdev.12108 · Cited by 103 · see citing works
The neglected 95%, a challenge to psychology's philosophy of science.
Arnett, J. J. (2009) · American Psychologist · doi:10.1037/a0016723 · Cited by 101 · see citing works
Increasing Diversity in Cognitive Developmental Research: Issues and Solutions
Rowley, S. J., & Camacho, T. C. (2015) · Journal of Cognition and Development · doi:10.1080/15248372.2014.976224 · Cited by 94 · see citing works
Face Processing in Infancy and Beyond: The Case of Social Categories
Quinn, P. C., Lee, K., & Pascalis, O. (2019) · Annual Review of Psychology · doi:10.1146/annurev-psych-010418-102753 · Cited by 91 · see citing works
What Does It Mean to Be White?
DiAngelo, R. (2016) · doi:10.3726/978-1-4539-1848-7 · Cited by 88 · see citing works
The Role of Diversity Exposure in Whites’ Reduction in Race Essentialism Over Time
Pauker, K., Carpinella, C. M., Meyers, C., Young, D. M., & Sanchez, D. T. (2017) · Social Psychological and Personality Science · doi:10.1177/1948550617731496 · Cited by 88 · see citing works
Should social scientists be distanced from or engaged with the people they study?
Nzinga, K. L. K., Rapp, D. N., Leatherwood, C. J., Easterday, M. W., Rogers, L. O., Gallagher, N. M., & Medin, D. L. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721167115 · Cited by 86 · see citing works
In search of cultural diversity: Recent literature in cross-cultural and ethnic minority psychology.
Hall, G. C. N., & Maramba, G. G. (2001) · Cultural Diversity & Ethnic Minority Psychology · doi:10.1037/1099-9809.7.1.12 · Cited by 79 · see citing works
Hartmann, W. E., Kim, E. S., Kim, J. H. J., Nguyen, T. U., Wendt, D. C., Nagata, D. K., & Gone, J. P. (2013) · Review of General Psychology · doi:10.1037/a0032260 · Cited by 78 · see citing works
Asymmetric cultural effects on perceptual expertise underlie an own-race bias for voices
Perrachione, T. K., Chiao, J. Y., & Wong, P. C. M. (2009) · Cognition · doi:10.1016/j.cognition.2009.08.012 · Cited by 66 · see citing works
Verbally Expressed Modes of Transformation in the Fantasy Play of Black Preschool Children
McLoyd, V. C. (1980) · Child Development · doi:10.2307/1129554 · Cited by 65 · see citing works
Roberts, S. O., & Gelman, S. A. (2015) · Child Development · doi:10.1111/cdev.12410 · Cited by 64 · see citing works
Self-citationDunham, Y. C., & Olson, K. R. (2016) · Journal of Cognition and Development · doi:10.1080/15248372.2016.1195388 · Cited by 63 · see citing works
Implications of Racial Diversity in the Supervisor‐Subordinate Relationship
Jeanquart‐Barone, S. (1996) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.1996.tb01118.x · Cited by 62 · see citing works
Roberts, S. O., Guo, C., Ho, A. K., & Gelman, S. A. (2017) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2017.03.018 · Cited by 57 · see citing works
Self-citationRoberts, S. O., Weisman, K., Lane, J. D., Williams, A. D., Camp, N. P., Wang, M., Robison, M., Sanchez, K., & Griffiths, C. M. (2020) · Journal of Personality and Social Psychology · doi:10.1037/pspi0000233 · Cited by 55 · see citing works
Self-citationRoberts, S. O., & Gelman, S. A. (2016) · Developmental Psychology · doi:10.1037/dev0000132 · Cited by 54 · see citing works
Self-citationEffect of group success and failure upon interpersonal attraction in cooperating interracial groups.
Blanchard, F. A., Adelman, L., & Cook, S. W. (1975) · Journal of Personality and Social Psychology · doi:10.1037/h0076953 · Cited by 53 · see citing works
Philbrook, L. E., Hinnant, J. B., Elmore-Staton, L., Buckhalt, J. A., & El-Sheikh, M. (2017) · Developmental Psychology · doi:10.1037/dev0000319 · Cited by 52 · see citing works
Why Traditional Metrics May Not Adequately Represent Ethnic Minority Psychology
Syed, M. (2017) · Perspectives on Psychological Science · doi:10.1177/1745691617709590 · Cited by 50 · see citing works
Diversity (Psychological) Science Training: Challenges, Tensions, and a Call to Action
Neblett, E. W. (2019) · Journal of Social Issues · doi:10.1111/josi.12357 · Cited by 46 · see citing works
Poor representation of Blacks, Latinos, and Native Americans in medicine.
Rodríguez, J. E., Campbell, K. M., & Adelson, W. J. (2015) · PubMed · Cited by 45 · see citing works
The Conduct and Publication of Research on Afro-American Children: A Content Analysis
McLoyd, V. C., & Randolph, S. M. (2009) · Human Development · doi:10.1159/000272904 · Cited by 44 · see citing works
Culture, Memory, and Narrative Self-Making
Wang, Q., Song, Q., & Koh, J. B. K. (2017) · Imagination Cognition and Personality · doi:10.1177/0276236617733827 · Cited by 44 · see citing works
Brown, C. S., Mistry, R. S., & Yip, T. (2019) · Child Development Perspectives · doi:10.1111/cdep.12340 · Cited by 42 · see citing works
Berry, B. M. (2006) · Demography · doi:10.1353/dem.2006.0020 · Cited by 39 · see citing works
Hu, A. W., Zhou, X., & Lee, R. M. (2017) · Developmental Psychology · doi:10.1037/dev0000421 · Cited by 39 · see citing works
Toward More Comparability and Generalizability of Developmental Research
Bell, R. Q., & Hertz, T. W. (1976) · Child Development · doi:10.2307/1128278 · Cited by 34 · see citing works
Rogers, L. O. (2019) · Developmental Psychology · doi:10.1037/dev0000640 · Cited by 31 · see citing works
Father-daughter identification and its impact on her personality and drug use.
Brook, J. S., Whiteman, M., Gordon, A. S., & Brook, D. W. (1986) · Developmental Psychology · doi:10.1037/0012-1649.22.6.743 · Cited by 22 · see citing works
Cole, K. (2016) · Politics Groups and Identities · doi:10.1080/21565503.2016.1198708 · Cited by 22 · see citing works
Psychological Science as a Complex System: Report Card
Medin, D. L. (2017) · Perspectives on Psychological Science · doi:10.1177/1745691616687746 · Cited by 22 · see citing works
Now you see race, now you don’t: Verbal cues influence children’s racial stability judgments
Roberts, S., & Gelman, S. (2017) · Cognitive Development · doi:10.1016/j.cogdev.2017.03.003 · Cited by 15 · see citing works
Self-citationCulture in the Organization of Autobiographical Memory
Wang, Q. (2019) · doi:10.1093/oso/9780198784845.003.0005 · Cited by 13 · see citing works
Development of Detection and Recognition of Orientation of Geometric and Real Figures
Stein, N. L., & Mandler, J. M. (1975) · Child Development · doi:10.2307/1128131 · Cited by 9 · see citing works
Tan, E. (2016) · Science Education · doi:10.1002/sce.21224 · Cited by 4 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- Glasgow, J. (2009). A theory of race. New York, NY: Routledge.
- Pahlke, E., Bigler, R. S., & Suizzo, M. (2012). Relations between colorblind socialization and children's racial bias: Evidence from European American mothers and their preschool children. Child Development, 83, 1164- 1179. doi:10.1111/j.1467-8624.2021.01770.x · DOI
- Petty, R. E., Fleming, M. A., & Fabrigar, L. R. (1999). The review process at PSPB: Correlates of interreviewer agree ment and manuscript acceptance. Personality and Social Psychological Bulletin, 25, 188-203. doi:10.1188/ 0146167299025002005 · DOI
- Tsai, J. (2007). Ideal affect: Cultural causes and behavioral consequences. Perspectives on Psychological Science, 2, 242-259. doi:10.1111/j.1745-6916.2007 · DOI
Cited by
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Roberts, S. O., & Rizzo, M. T. (2020) · American Psychologist · doi:10.1037/amp0000642 · Cited by 348 · see citing works
Self-citationChoukas-Bradley, S., Roberts, S. R., Maheux, A. J., & Nesi, J. (2021) · doi:10.31234/osf.io/ju92a · Cited by 331 · see citing works
Self-citationChoukas-Bradley, S., Roberts, S. R., Maheux, A. J., & Nesi, J. (2022) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-022-00404-5 · Cited by 333 · see citing works
Self-citationTimmons, A. C., Duong, J. B., Simo Fiallo, N., Lee, T., Vo, H. P. Q., Ahle, M. W., Comer, J. S., Brewer, L. C., Frazier, S. L., & Chaspari, T. (2023) · Perspectives on Psychological Science · doi:10.1177/17456916221134490 · Cited by 263 · see citing works
Linxen, S., Sturm, C., Brühlmann, F., Cassau, V., Opwis, K., & Reinecke, K. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445488 · Cited by 254 · see citing works
Diversity Training Goals, Limitations, and Promise: A Review of the Multidisciplinary Literature
Devine, P. G., & Ash, T. L. (2021) · Annual Review of Psychology · doi:10.1146/annurev-psych-060221-122215 · Cited by 257 · see citing works
Personal experiences bridge moral and political divides better than facts
Kubin, E., Puryear, C., Schein, C., & Gray, K. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2008389118 · Cited by 209 · see citing works
Draper, C. E., Barnett, L. M., Cook, C. J., Cuartas, J. A., Howard, S. J., McCoy, D. C., Merkley, R., Molano, A., Maldonado‐Carreño, C., Obradović, J., et al. (2022) · Infant and Child Development · doi:10.1002/icd.2375 · Cited by 203 · see citing works
M(ai)cro: Centering the Macrosystem in Human Development
Rogers, L. O., Niwa, E. Y., Chung, K., Yip, T., & Chae, D. (2021) · Human Development · doi:10.1159/000519630 · Cited by 190 · see citing works
A manifesto for applying behavioural science
Hallsworth, M. (2023) · Nature Human Behaviour · doi:10.1038/s41562-023-01555-3 · Cited by 191 · see citing works
Bell, M. P., Berry, D. P., Leopold, J., & Nkomo, S. M. (2020) · Gender Work and Organization · doi:10.1111/gwao.12555 · Cited by 185 · see citing works
Settles, I. H., Warner, L. R., Buchanan, N. T., & Jones, M. K. (2020) · Journal of Social Issues · doi:10.1111/josi.12403 · Cited by 172 · see citing works
Confronting racially exclusionary practices in the acquisition and analyses of neuroimaging data
Ricard, J. A., Parker, T., Dhamala, E., Kwasa, J. A. C., Allsop, A. S., & Holmes, A. J. (2022) · Nature Neuroscience · doi:10.1038/s41593-022-01218-y · Cited by 153 · see citing works
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Bowleg, L. (2021) · Health Education & Behavior · doi:10.1177/10901981211007402 · Cited by 112 · see citing works
Single-case design standards: An update and proposed upgrades
Kratochwill, T. R., Horner, R. H., Levin, J. R., Machalicek, W., Ferron, J. M., & Johnson, A. H. (2021) · Journal of School Psychology · doi:10.1016/j.jsp.2021.10.006 · Cited by 112 · see citing works
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Self-citationMuzanenhamo, P., & Chowdhury, R. R. (2021) · Human Relations · doi:10.1177/00187267211014802 · Cited by 106 · see citing works
Mentioning the Sample’s Country in the Article’s Title Leads to Bias in Research Evaluation
Kahalon, R., Klein, V., Ksenofontov, I., Ullrich, J., & Wright, S. C. (2021) · Social Psychological and Personality Science · doi:10.1177/19485506211024036 · Cited by 105 · see citing works
Silverman, D. M., Rosario, R., Hernandez, I. A., & Destin, M. (2023) · Personality and Social Psychology Review · doi:10.1177/10888683221145243 · Cited by 100 · see citing works
Strategic Considerations in Auditing.
Fellingham, J. C., & Newman, D. P. (1985) · The Accounting Review · doi:10.2308/tar-4491649 · Cited by 104 · see citing works
Reporting racial and ethnic diversity in eating disorder research over the past 20 years
Egbert, A. H., Hunt, R. A., Williams, K. L., Burke, N. L., & Mathis, K. J. (2022) · International Journal of Eating Disorders · doi:10.1002/eat.23666 · Cited by 103 · see citing works
Tree, J. E. F., & Vaid, J. (2022) · Frontiers in Sociology · doi:10.3389/fsoc.2021.792198 · Cited by 102 · see citing works
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Zmigrod, L. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916211044140 · Cited by 127 · see citing works
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Dupree, C. H., & Boykin, C. M. (2021) · Policy Insights from the Behavioral and Brain Sciences · doi:10.1177/2372732220984183 · Cited by 106 · see citing works
A Systematic Review of Early Childhood Exclusionary Discipline
Zinsser, K. M., Silver, H. C., Shenberger, E., & Jackson, V. (2022) · Review of Educational Research · doi:10.3102/00346543211070047 · Cited by 101 · see citing works
Cardenas‐Iniguez, C., & Gonzalez, M. R. (2024) · Nature Neuroscience · doi:10.1038/s41593-024-01608-4 · Cited by 96 · see citing works
Editorial: A Call to Action for an Antiracist Clinical Science
Galán, C. A., Bekele, B. M., Boness, C. L., Bowdring, M. A., Call, C. C., Hails, K., McPhee, J., Mendes, S. H., Moses, J. O., Northrup, J. B., et al. (2021) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2020.1860066 · Cited by 92 · see citing works
Kratochwill, T. R., Horner, R. H., Levin, J. R., Machalicek, W., Ferron, J. M., & Johnson, A. H. (2023) · Journal of School Psychology · doi:10.1016/j.jsp.2022.12.002 · Cited by 92 · see citing works
Dress is a Fundamental Component of Person Perception
Hester, N., & Hehman, E. (2023) · Personality and Social Psychology Review · doi:10.1177/10888683231157961 · Cited by 88 · see citing works
Gender and geographical disparity in editorial boards of journals in psychology and neuroscience
Palser, E. R., Lazerwitz, M. C., & Fotopoulou, A. (2022) · Nature Neuroscience · doi:10.1038/s41593-022-01012-w · Cited by 87 · see citing works
Freschl, J., Azizi, L. A., Balboa, L., Káldy, Z., & Blaser, E. (2022) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2022.101146 · Cited by 86 · see citing works
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Considerations for the use of qualitative methodologies in genetic counseling research
Wainstein, T., Elliott, A. M., & Austin, J. (2022) · Journal of Genetic Counseling · doi:10.1002/jgc4.1644 · Cited by 84 · see citing works
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Moffitt, U., & Rogers, L. O. (2022) · Journal of Research on Adolescence · doi:10.1111/jora.12762 · Cited by 81 · see citing works
“Many psychological frameworks still assess prejudice, bias, and racism at the individual level (Dovidio et al., 2017), with the bulk of this research conducted among predominantly white participants (Roberts et al., 2020).”
BackgroundTowards Decolonising Computational Sciences
Birhane, A., & Guest, O. (2021) · Kvinder Køn & Forskning · doi:10.7146/kkf.v29i2.124899 · Cited by 82 · see citing works
Positions, positionality, and relationality in educational research
Ríos, C. V. D. L., & Patel, L. (2023) · International Journal of Qualitative Studies in Education · doi:10.1080/09518398.2023.2268036 · Cited by 82 · see citing works
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Kim, J. H. J., Lü, Q., & Stanton, A. L. (2021) · American Psychologist · doi:10.1037/amp0000799 · Cited by 80 · see citing works
Beyond bias to Western participants, authors, and editors in developmental science
Moriguchi, Y. (2021) · Infant and Child Development · doi:10.1002/icd.2256 · Cited by 79 · see citing works
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Juang, L. P., Moffitt, U., Schachner, M. K., & Pevec, S. (2021) · Identity · doi:10.1080/15283488.2021.1932901 · Cited by 75 · see citing works
Goel, N. J., Mathis, K. J., Egbert, A. H., Petterway, F., Breithaupt, L. E., Eddy, K. T., Franko, D. L., & Graham, A. K. (2022) · International Journal of Eating Disorders · doi:10.1002/eat.23682 · Cited by 78 · see citing works
Intersectionality: a means for centering power and oppression in research
Wyatt, T. R., Johnson, M., & Zaidi, Z. (2022) · Advances in Health Sciences Education · doi:10.1007/s10459-022-10110-0 · Cited by 78 · see citing works
Landor, A. M., Winter, V. L. R., Thurston, I. B., Chan, J., Craddock, N., Ladd, B. A., Tylka, T. L., Swami, V., Watson, L. B., & Choukas‐Bradley, S. (2023) · Body Image · doi:10.1016/j.bodyim.2023.101674 · Cited by 76 · see citing works
Kruk, M., & Matsick, J. L. (2021) · Translational Issues in Psychological Science · doi:10.1037/tps0000304 · Cited by 73 · see citing works
Diemer, M. C., Gerstein, E. D., & Regester, A. (2022) · Autism · doi:10.1177/13623613221113501 · Cited by 79 · see citing works
Call, C. C., Eckstrand, K., Kasparek, S. W., Boness, C. L., Blatt, L. R., Jamal-Orozco, N. P., Novacek, D. M., Foti, D., & (SEED), S. F. E. E. A. D. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916221137350 · Cited by 82 · see citing works
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Gray, K. J., DiMaggio, N., Schein, C., & Kachanoff, F. J. (2022) · Personality and Social Psychology Review · doi:10.1177/10888683221124741 · Cited by 80 · see citing works
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Sewall, C. J. R., Goldstein, T. R., Wright, A. G. C., & Rosen, D. (2022) · Clinical Psychological Science · doi:10.1177/21677026221078309 · Cited by 64 · see citing works
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Ojikutu, B. O., Bogart, L. M., & Dong, L. (2022) · American Journal of Public Health · doi:10.2105/ajph.2021.306604 · Cited by 63 · see citing works
Pham, A. V., Goforth, A. N., Aguilar, L. N., Burt, I., Bastian, R., & Diaków, D. M. (2021) · School Psychology Review · doi:10.1080/2372966x.2021.1941245 · Cited by 61 · see citing works
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Kelly, S., Jeremie-Brink, G. E., Chambers, A. L., & Bynum, M. S. (2020) · Family Process · doi:10.1111/famp.12614 · Cited by 61 · see citing works
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Arshad, M., & Chung, J. M. (2022) · Social and Personality Psychology Compass · doi:10.1111/spc3.12656 · Cited by 55 · see citing works
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Juang, L. P., Umaña‐Taylor, A. J., Schachner, M. K., Frisén, A., Hwang, C. P., Moscardino, U. M. M., Motti‐Stefanidi, F., Oppedal, B., Pavlopoulos, V., Abdullahi, A. K., et al. (2022) · European Journal of Developmental Psychology · doi:10.1080/17405629.2022.2131520 · Cited by 56 · see citing works
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Bradford, D. E., DeFalco, A., Perkins, E. R., Carbajal, I., Kwasa, J. A. C., Goodman, F. R., Jackson, F. L., Richardson, L., Woodley, N., Neuberger, L., et al. (2022) · Clinical Psychological Science · doi:10.1177/21677026221112117 · Cited by 55 · see citing works
Doebel, S., & Frank, M. C. (2023) · Journal of Cognition and Development · doi:10.1080/15248372.2023.2270055 · Cited by 54 · see citing works
Dupree, C. H. (2024) · Administrative Science Quarterly · doi:10.1177/00018392231223142 · Cited by 58 · see citing works
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Blustein, D. L., Grzanka, P. R., Gordon, M., Smith, C. M., & Allan, B. A. (2024) · American Psychologist · doi:10.1037/amp0001361 · Cited by 54 · see citing works
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Williams, M. T., Faber, S. C., & Duniya, C. (2022) · The Cognitive Behaviour Therapist · doi:10.1017/s1754470x22000162 · Cited by 53 · see citing works
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Stadler, G., Chesaniuk, M., Haering, S., Roseman, J., Straßburger, V. M., Martina, S., Aisha-Nusrat, A., Maisha, A., Banas, K., Borde, T., et al. (2023) · Sustainable Chemistry and Pharmacy · doi:10.1016/j.scp.2023.101072 · Cited by 60 · see citing works
Hudson, S. T. J., Myer, A., & Berney, E. C. (2024) · Social and Personality Psychology Compass · doi:10.1111/spc3.12939 · Cited by 53 · see citing works
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Waxman, S. R. (2021) · Perspectives on Psychological Science · doi:10.1177/17456916211026968 · Cited by 53 · see citing works
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Single, A., Bilevicius, E., Ho, V., Theule, J., Buckner, J. D., Mota, N., & Keough, M. T. (2022) · Addictive Behaviors · doi:10.1016/j.addbeh.2022.107275 · Cited by 50 · see citing works
Phillips, L. T., Jun, S., & Shakeri, A. (2022) · Academy of Management Annals · doi:10.5465/annals.2020.0314 · Cited by 53 · see citing works
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Callaghan, B., Harouni, L., Dupree, C. H., Kraus, M. W., & Richeson, J. A. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2108875118 · Cited by 50 · see citing works
Cooper, S. M., Hurd, N. M., & Loyd, A. B. (2022) · Child Development · doi:10.1111/cdev.13783 · Cited by 53 · see citing works
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de Leon, R. P., Carter, J. T., & Rosette, A. S. (2023) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2023.104296 · Cited by 51 · see citing works
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McLean, K. C., Pasupathi, M., & Syed, M. (2023) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2023.03.006 · Cited by 34 · see citing works
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Adams, L. M., & Miller, A. B. (2021) · Clinical Psychological Science · doi:10.1177/21677026211026979 · Cited by 47 · see citing works
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Ogolsky, B. G., & Stafford, L. (2022) · Personal Relationships · doi:10.1111/pere.12429 · Cited by 47 · see citing works
Doherty, E. J., Spencer, C. A., Burnison, J. D., Čeko, M., Chin, J., Eloy, L., Haring, K. S., Kim, P., Pittman, D. J., Powers, S. E., et al. (2023) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2023.1059679 · Cited by 47 · see citing works
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Kang, Y., Cosme, D., Pei, R., Pandey, P., Tartak, J. C., & Falk, E. B. (2021) · The Gerontologist · doi:10.1093/geront/gnab081 · Cited by 47 · see citing works
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Lei, R. F., & Rhodes, M. (2021) · Child Development Perspectives · doi:10.1111/cdep.12421 · Cited by 47 · see citing works
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Avery, D. R., B, D. K., Dumas, T. L., George, E., Joshi, A., Loyd, D. L., van Knippenberg, D., Wang, M., & Xu, H. (2021) · Journal of Management · doi:10.1177/01492063211030561 · Cited by 47 · see citing works
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Ball, E., Steffens, M. C., & Niedlich, C. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.789661 · Cited by 46 · see citing works
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Moffitt, U., Rogers, L. O., & Dastrup, K. R. H. (2022) · Journal of Research on Adolescence · doi:10.1111/jora.12645 · Cited by 63 · see citing works
Sheeran, P., Listrom, O., & Gollwitzer, P. M. (2025) · European Review of Social Psychology · doi:10.1080/10463283.2024.2334563 · Cited by 48 · see citing works
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Garay, M. M., & Remedios, J. D. (2021) · Social and Personality Psychology Compass · doi:10.1111/spc3.12642 · Cited by 44 · see citing works
Perez‐Brena, N. J., Duncan, J. C., Bámaca‐Colbert, M. Y., & Perez, R. (2022) · Journal of Family Theory & Review · doi:10.1111/jftr.12446 · Cited by 44 · see citing works
Anicich, E. M., Jachimowicz, J., Osborne, M. R., & Phillips, L. T. (2021) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2021.104117 · Cited by 45 · see citing works
Zheng, L. R., Oberle, C., Hawkes-Robinson, W. A., & Daniau, S. (2021) · Simulation & Gaming · doi:10.1177/10468781211031283 · Cited by 51 · see citing works
- Authors
- Roberts, S. O., Bareket-Shavit, C., Dollins, F. A., Goldie, P. D., & Mortenson, E.
- Affiliations
- Stanford University (US)
- Corresponding author
- Roberts, Steven O.
- Venue
- Perspectives on Psychological Science
- Publisher
- SAGE Publications
- Published
- 2020-06-24
- Volume
- 15
- Issue
- 6
- Pages
- 1295-1309
- ISSN
- 1745-6916 (ISSN-L)
- 1745-6924
- OpenAlex
- W3037526009
- Cited by
- 1,049
- References
- 83
- Citations by year
- 2026: 100 · 2025: 161 · 2024: 230 · 2023: 211 · 2022: 182 · 2021: 148 · 2020: 16
- FWCI
- 134.22
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Perspectives on Psychological Science (publishedVersion)
- PubMed (publishedVersion)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychology Research and Bibliometrics
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Keywords
- authorship diversity, journal editors, cognitive psychology, developmental psychology, social psychology, research participation, meta-research, diversity in psychology, publication trends
- MeSH terms
- Authorship, Female, Humans, Male, Periodicals as Topic, Psychology, Editorial Policies, Behavioral Research, Research Subjects, White People, Research Report, Racism
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