Measuring Racial Discrimination in Algorithms
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- David Arnold & Will Dobbie & Peter Hull, 2021. "Measuring Racial Discrimination in Algorithms," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 49-54, May.
References listed on IDEAS
- David Arnold & Will Dobbie & Peter Hull, 2022.
"Measuring Racial Discrimination in Bail Decisions,"
American Economic Review, American Economic Association, vol. 112(9), pages 2992-3038, September.
- David Arnold & Will Dobbie & Peter Hull, 2020. "Measuring Racial Discrimination in Bail Decisions," Working Papers 2020-33, Becker Friedman Institute for Research In Economics.
- Dobbie, Will & Hull, Peter & Arnold, David, 2022. "Measuring Racial Discrimination in Bail Decisions," University of California at San Diego, Economics Working Paper Series qt6f22n2h3, Department of Economics, UC San Diego.
- David Arnold & Will S. Dobbie & Peter Hull, 2020. "Measuring Racial Discrimination in Bail Decisions," NBER Working Papers 26999, National Bureau of Economic Research, Inc.
Citations
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Cited by:
- Annie Liang & Jay Lu & Xiaosheng Mu & Kyohei Okumura, 2021. "Algorithm Design: A Fairness-Accuracy Frontier," Papers 2112.09975, arXiv.org, revised May 2024.
- E. Jason Baron & Joseph J. Doyle Jr. & Natalia Emanuel & Peter Hull & Joseph Ryan, 2024. "Unwarranted Disparity in High-Stakes Decisions: Race Measurement and Policy Responses," NBER Chapters, in: Race, Ethnicity, and Economic Statistics for the 21st Century, National Bureau of Economic Research, Inc.
- Ash, Elliott & Durante, Ruben & Grebenshchikova, Mariia & Schwarz, Carlo, 2022.
"Visual Representation and Stereotypes in News Media,"
CEPR Discussion Papers
16624, C.E.P.R. Discussion Papers.
- Elliott Ash & Ruben Durante & Maria Grebenshchikova & Carlo Schwarz, 2022. "Visual Representation and Stereotypes in News Media," CESifo Working Paper Series 9686, CESifo.
- Brendan O'Flaherty & Rajiv Sethi & Morgan Williams, 2024. "The nature, detection, and avoidance of harmful discrimination in criminal justice," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 43(1), pages 289-320, January.
- Markus Eyting, 2022. "Why do we Discriminate? The Role of Motivated Reasoning," Working Papers 2208, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
- Ashesh Rambachan, 2022. "Identifying Prediction Mistakes in Observational Data," NBER Chapters, in: Economics of Artificial Intelligence, National Bureau of Economic Research, Inc.
- Eli Ben-Michael & D. James Greiner & Melody Huang & Kosuke Imai & Zhichao Jiang & Sooahn Shin, 2024. "Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies," Papers 2403.12108, arXiv.org, revised Oct 2024.
- Marina Chugunova & Wolfgang J. Luhan, 2022.
"Ruled by robots: Preference for algorithmic decision makers and perceptions of their choices,"
Working Papers in Economics & Finance
2022-03, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
- Marina Chugunova & Wolfgang Luhan, 2023. "Ruled by Robots: Preference for Algorithmic Decision Makers and Perceptions of Their Choices," Rationality and Competition Discussion Paper Series 439, CRC TRR 190 Rationality and Competition.
- Eyting, Markus, 2022. "Why do we discriminate? The role of motivated reasoning," SAFE Working Paper Series 356, Leibniz Institute for Financial Research SAFE.
- Joshua Grossman & Julian Nyarko & Sharad Goel, 2023. "Racial bias as a multi‐stage, multi‐actor problem: An analysis of pretrial detention," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 20(1), pages 86-133, March.
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More about this item
JEL classification:
- C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
- J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
- K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2021-02-08 (Big Data)
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