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On the Use of Outcome Tests for Detecting Bias in Decision Making

https://doi.org/10.2139/ssrn.4156834
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55/55 checkable references clean · checked 2026-08-19

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

23 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 55 checked references that resolve
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A Test of Racial Bias in Capital Sentencing
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A New Look at Racial Profiling: Evidence from the Boston Police Department
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The Impact of Jury Race in Criminal Trials
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An Alternative Test of Racial Prejudice in Motor Vehicle Searches: Theory and Evidence
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Legacy and Athlete Preferences at Harvard
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Racial Bias in Bail Decisions*
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Outcome Tests of Racial Disparities in Police Practices
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A Market Test for Race Discrimination in Bail Setting
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Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain
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Race, redlining, and residential mortgage loan performance
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<scp>Racial Profiling, Statistical Discrimination, and the Effect of a Colorblind Policy on the Crime Rate</scp>
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The Estimation of Wage Gains and Welfare Gains in Self-Selection Models
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Affirmative Action, Mismatch, and Economic Mobility after California’s Proposition 209
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On the observational implications of taste-based discrimination in racial profiling
resolves10.1093/qje/qjz035
Are Referees and Editors in Economics Gender Neutral?*
resolves10.1146/annurev.economics.102308.124448
Studying Discrimination: Fundamental Challenges and Recent Progress
resolves10.1093/qje/qju019
Family Welfare Cultures *
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Inference on an extended Roy model, with an application to schooling decisions in France
resolves10.1093/restud/rdaa078
Measuring Bias in Consumer Lending
resolves10.1257/aer.20130612
Debt Relief and Debtor Outcomes: Measuring the Effects of Consumer Bankruptcy Protection
resolves10.1093/oxfordjournals.oep.a041915
OCCUPATIONAL CHOICE AND EARNINGS DETERMINATION: THE ROLE OF SAMPLE SELECTION AND NON-PECUNIARY FACTORS *
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Crime Minimisation and Racial bias: What can we Learn from Police Search Data?
resolves10.1257/aer.97.5.1583
Child Protection and Child Outcomes: Measuring the Effects of Foster Care
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Child Protection and Adult Crime: Using Investigator Assignment to Estimate Causal Effects of Foster Care
resolves10.1086/701423
An Empirical Analysis of Racial Differences in Police Use of Force
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Patents and Cumulative Innovation: Causal Evidence from the Courts *
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Testing for Racial Profiling in Traffic Stops From Behind a Veil of Darkness
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Wage Comparisons--A Selectivity Bias
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Characterizing Selection Bias Using Experimental Data
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Local instrumental variables
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Chapter 71 Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and to Forecast their Effects in New Environments
resolves10.3386/w28503
What Marginal Outcome Tests Can Tell Us About Racially Biased Decision-Making
resolves10.2307/2951620
Identification and Estimation of Local Average Treatment Effects
resolves10.1086/696150
When the Shadow Is the Substance: Judge Gender and the Outcomes of Workplace Sex Discrimination Cases
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Racial Bias in Motor Vehicle Searches: Theory and Evidence
resolves10.1257/jep.34.2.68
Race Discrimination: An Economic Perspective
resolves10.2307/2526310
Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables
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The Unintended Impact of Pretrial Detention on Case Outcomes: Evidence from New York City Arraignments
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Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt
resolves10.1111/j.1468-0297.2006.01128.x
Search Profiling with Partial Knowledge of Deterrence
resolves10.1093/jleo/ewab002
An Absolute Test of Racial Prejudice
resolves10.2307/2526280
Nash-Bargained Household Decisions: Toward a Generalization of the Theory of Demand
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Assessing Racial Disparities in Parole Release
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Using Instrumental Variables for Inference About Policy Relevant Treatment Parameters
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The Returns to College(s): Relative Value-Added and Match Effects in Higher Education
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Racial Profiling, Fairness, and Effectiveness of Policing
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Generalising the Hit Rates Test for Racial Bias in Law Enforcement, with an Application to Vehicle Searches in Wichita
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An Investigation of Sex Discrimination in Commercial Banks' Direct Consumer Lending
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Self-Selection and Interprovincial Migration in Canada
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The 23 references without a DOI — listed, not checked
no DOI — not checkedAmerican Bar Association
no DOI — not checkedTesting for the Role of Prejudice in Emergency Departments Using Bounceback Rates
no DOI — not checkedAffirmative Action and the Quality-Fit Tradeoff
no DOI — not checkedMeasuring Racial Discrimination in Bail Decisions
no DOI — not checkedCorrection Appendix to 'Racial Bias in Bail Decisions
no DOI — not checkedref12
no DOI — not checkedNobel Lecture: The Economic Way of Looking at Behavior
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no DOI — not checkedref23
no DOI — not checkedSelf-Selection and the Earnings of Immigrants
no DOI — not checkedref26
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no DOI — not checkedref32
no DOI — not checkedref43
no DOI — not checkedDetecting Discrimination
no DOI — not checkedref47
no DOI — not checkedRacial Profiling Or Racist Policing? Bounds Tests In Aggregate Data
no DOI — not checkedHuman Decisions and Machine Predictions
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