The numbers don’t speak for themselves: Racial disparities and the persistence of inequality in the criminal justice system
Open accessAbstract
Many scholars and activists assume the public would be motivated to fight inequality if only they knew the full extent of existing disparities. Ironically, exposure to extreme disparities can cause people to become more, not less, supportive of the very policies that create those disparities (Hetey & Eberhardt, 2014). Here, we focus on the criminal justice system—policing and incarceration in particular. We argue that bringing to mind racial disparities in this domain can trigger fear and stereotypic associations linking Blacks with crime. Therefore, rather than extending an invitation to reexamine the criminal justice system, the statistics about disparities may instead provide an opportunity to justify and rationalize the disparities found within that system. With the goals of spurring future research and mitigating this paradoxical and unintended effect, we propose three potential strategies for more effectively presenting information about racial disparities: (a) offer context, (b) challenge associations, and (c) highlight institutions.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Statistics highlighting racial inequity may exacerbate negative stereotypes about race and criminality unless they are couched in context and the institutional policies and practices that drive racial inequity are fully explained and challenged.
“That is, such statistics may exacerbate negative stereotypes about race and criminality unless they are couched in context and the institutional policies and practices that drive racial inequity are fully explained and challenged (Hetey & Eberhardt, 2018).”
From A call to dismantle systemic racism in criminal legal systems. (2022) · cites this paper as Hetey & Eberhardt, 2018
Training that merely offers statistics highlighting racial inequity within criminal legal systems has the potential to backfire.
“It is also important to note that training that merely offers statistics highlighting racial inequity within criminal legal systems has the potential to back fi re.”
From A call to dismantle systemic racism in criminal legal systems. (2022) · cites this paper as Hetey & Eberhardt, 2018
Minimizing and countering cognitive bias is not easy or straightforward.
“Minimizing and countering cognitive bias is not easy or straightforward.”
From Biased and biasing: the hidden bias cascade and bias snowball effects (2025) · cites this paper as Hetey & Eberhardt, 2018
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Pulled Over: How Police Stops Define Race and Citizenship
Epp, C. R., Maynard-Moody, S., & Haider-Markel, D. P. (2014) · doi:10.7208/chicago/9780226114040.001.0001 · Cited by 687 · see citing works
Precinct or prejudice? Understanding racial disparities in New York City’s stop-and-frisk policy
Goel, S., Rao, J. M., & Shroff, R. (2016) · The Annals of Applied Statistics · doi:10.1214/15-aoas897 · Cited by 285 · see citing works
Flagged first, then by citations
Research works printed but not linked: 11
- Adams G., Tormala T. T., O’Brien L. T. (2006). The effect of self-affirmation on perception of racism. Journal of Experimental Social Psychology, 42, 616–626. a [...] are susceptible to denying claims of bias b [...] protecting the self and the status quo
- Alexander M. (2010). The new Jim Crow: Mass incarceration in the age of colorblindness. New York, NY: The New Press.
- Correll J., Park B., Judd C. M., Wittenbrink B. (2002). The police officer’s dilemma: Using ethnicity to disambiguate potentially threatening individuals. Journal of Personality and Social Psychology, 83, 1314–1329.
- Darley J. M., Gross P. H. (1983). A hypothesis-confirming bias in labeling effects. Journal of Personality and Social Psychology, 44, 20–33.
- Eberhardt J. L., Goff P. A., Purdie V. J., Davies P. G. (2004). Seeing Black: Race, crime, and visual processing. Journal of Personality and Social Psychology, 87, 876–893.
- Kay A. C., Gaucher D., Peach J. M., Laurin K., Friesen J., Zanna M. P., Spencer S. J. (2009). Inequality, discrimination, and the power of the status quo: Direct evidence for a motivation to see the way things are as the way they should be. Journal of Personality and Social Psychology, 97, 421–434.
- Lowery B. S., Knowles E. D., Unzueta M. M. (2007). Framing inequity safely: Whites’ motivated perceptions of racial privilege. Personality and Social Psychology Bulletin, 33, 1237–1250.
- Nickerson R. S. (1998). Confirmation bias: A ubiquitous phenomenon in many guises. Review of General Psychology, 2, 175–220.
- Payne B. K. (2001). Prejudice and perception: The role of automatic and controlled processes in misperceiving a weapon. Journal of Personality and Social Psychology, 81, 181–192.
- Peffley M., Hurwitz J. (2007). Persuasion and resistance: Race and the death penalty in America. American Journal of Political Science, 51, 996–1012.
- Voigt R., Camp N. P., Prabhakaran V., Hamilton W. L., Hetey R. C., Griffiths C. M., . . . Eberhardt J. L. (2017). Language from police body camera footage shows racial disparities in officer respect. Proceedings of the National Academy of Sciences, USA, 114, 6521–6526.
Cited by
Sorted by citations
Zestcott, C. A., Blair, I. V., & Stone, J. (2016) · Group Processes & Intergroup Relations · doi:10.1177/1368430216642029 · Cited by 381 · see citing works
“Worse, such information may only evoke pity, and for some consolidate a view of helplessness or a downtrodden stereotype [37].”
Anti-racist actions and accountability: not more empty promises
Boykin, C. M., Brown, N. D., Carter, J. T., Dukes, K., Green, D. J., Harrison, T., Hebl, M., McCleary-Gaddy, A., Membere, A., McJunkins, C. A., et al. (2020) · Equality, Diversity and Inclusion: An International Journal · doi:10.1108/edi-06-2020-0158 · Cited by 50 · see citing works
Biased and biasing: the hidden bias cascade and bias snowball effects
Dror, I. E. (2025) · Behavioral Sciences · doi:10.3390/bs15040490 · Cited by 29 · see citing works
A call to dismantle systemic racism in criminal legal systems.
Najdowski, C. J., & Stevenson, M. C. (2022) · Law and Human Behavior · doi:10.1037/lhb0000510 · Cited by 21 · see citing works
Cooper, M., Updegrove, A. H., Gabbidon, S. L., Higgins, G. E., & Potter, H. (2021) · Victims & Offenders · doi:10.1080/15564886.2020.1850579 · Cited by 10 · see citing works
- Authors
- Hetey, R. C., & Eberhardt, J. L.
- Affiliations
- Stanford University (US)
- Corresponding author
- Hetey, Rebecca C.
- Venue
- Current Directions in Psychological Science
- Publisher
- SAGE Publications
- Published
- 2018-05-03
- Volume
- 27
- Issue
- 3
- Pages
- 183-187
- ISSN
- 0963-7214 (ISSN-L)
- 1467-8721
- OpenAlex
- W2800635800
- Cited by
- 159
- References
- 2
- Citations by year
- 2026: 9 · 2025: 21 · 2024: 14 · 2023: 17 · 2022: 23 · 2021: 38 · 2020: 19 · 2019: 14 · 2018: 4
- FWCI
- 42.67
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Current Directions in Psychological Science (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Criminal Justice and Corrections Analysis
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Keywords
- racial disparities, criminal justice system, public support for policing, incarceration, fear of crime, statistical communication, public attitudes toward inequality, racial bias in policing
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review