Algorithmic Risk Assessment in the Hands of Humans
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- Stevenson, Megan T. & Doleac, Jennifer, 2019. "Algorithmic Risk Assessment in the Hands of Humans," IZA Discussion Papers 12853, Institute of Labor Economics (IZA).
References listed on IDEAS
- David Arnold & Will Dobbie & Crystal S Yang, 2018.
"Racial Bias in Bail Decisions,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1885-1932.
- David Arnold & Will Dobbie & Crystal S. Yang, 2017. "Racial Bias in Bail Decisions," Working Papers 611, Princeton University, Department of Economics, Industrial Relations Section..
- David Arnold & Will Dobbie & Crystal S. Yang, 2017. "Racial Bias in Bail Decisions," NBER Working Papers 23421, National Bureau of Economic Research, Inc.
- Edward L. Glaeser & Andrew Hillis & Scott Duke Kominers & Michael Luca, 2016.
"Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy,"
American Economic Review, American Economic Association, vol. 106(5), pages 114-118, May.
- Edward L. Glaeser & Andrew Hillis & Scott Duke Kominers & Michael Luca, 2016. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy," NBER Working Papers 22124, National Bureau of Economic Research, Inc.
- Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
- Megan Stevenson, 2017. "Breaking Bad: Mechanisms of Social Influence and the Path to Criminality in Juvenile Jails," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 824-838, December.
- Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023.
"When Should You Adjust Standard Errors for Clustering?,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
- Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," Papers 1710.02926, arXiv.org, revised Sep 2022.
- Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
- Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey, 2017. "When Should You Adjust Standard Errors for Clustering?," Research Papers repec:ecl:stabus:3596, Stanford University, Graduate School of Business.
- Jon Kleinberg & Jens Ludwig & Sendhil Mullainathan & Cass R. Sunstein, 2019. "Discrimination In The Age Of Algorithms," NBER Working Papers 25548, National Bureau of Economic Research, Inc.
- Richard A. Berk & Susan B. Sorenson & Geoffrey Barnes, 2016. "Forecasting Domestic Violence: A Machine Learning Approach to Help Inform Arraignment Decisions," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 13(1), pages 94-115, March.
- Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014.
"Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood,"
American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
- Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2013. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," NBER Working Papers 19424, National Bureau of Economic Research, Inc.
- Chetty, Nadarajan & Friedman, John & Rockoff, Jonah E., 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," Scholarly Articles 30749606, Harvard University Department of Economics.
- Amanda Agan & Sonja Starr, 2016. "Ban the Box, Criminal Records, and Statistical Discrimination: A Field Experiment," Working Papers 598, Princeton University, Department of Economics, Industrial Relations Section..
- Amanda Agan & Sonja Starr, 2016.
"Ban the Box, Criminal Records, and Statistical Discrimination: A Field Experiment,"
Working Papers
598, Princeton University, Department of Economics, Industrial Relations Section..
- Amanda Agan & Sonja Starr, 2016. "Ban the Box, Criminal Records, and Statistical Discrimination: A Field Experiment," Natural Field Experiments 00539, The Field Experiments Website.
- Carlos Berdejó & Noam Yuchtman, 2013. "Crime, Punishment, and Politics: An Analysis of Political Cycles in Criminal Sentencing," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 741-756, July.
- Sloan, Carly Will & Naufal, George S & Caspers, Heather, 2018. "The Effect of Risk Assessment Scores on Judicial Behavior and Defendant Outcomes," IZA Discussion Papers 11948, Institute of Labor Economics (IZA).
- Patrick Bayer & Randi Hjalmarsson & David Pozen, 2009.
"Building Criminal Capital behind Bars: Peer Effects in Juvenile Corrections,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 105-147.
- Patrick Bayer & Randi Hjalmarsson & David Pozen, 2007. "Building Criminal Capital behind Bars: Peer Effects in Juvenile Corrections," NBER Working Papers 12932, National Bureau of Economic Research, Inc.
- Sharad Goel & Justin M. Rao & Ravi Shroff, 2016. "Personalized Risk Assessments in the Criminal Justice System," American Economic Review, American Economic Association, vol. 106(5), pages 119-123, May.
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Cited by:
- Kevin Lang & Ariella Kahn-Lang Spitzer, 2020.
"Race Discrimination: An Economic Perspective,"
Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 68-89, Spring.
- Kevin Lang & Ariella Kahn-Lang Spitzer, "undated". "Race Discrimination: An Economic Perspective," Mathematica Policy Research Reports 7821adedb2e441ef85021895d, Mathematica Policy Research.
- Bryce McLaughlin & Jann Spiess, 2022. "Algorithmic Assistance with Recommendation-Dependent Preferences," Papers 2208.07626, arXiv.org, revised Jan 2024.
- Dario Sansone & Anna Zhu, 2023.
"Using Machine Learning to Create an Early Warning System for Welfare Recipients,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(5), pages 959-992, October.
- Dario Sansone & Anna Zhu, 2020. "Using Machine Learning to Create an Early Warning System for Welfare Recipients," Papers 2011.12057, arXiv.org, revised May 2021.
- Sansone, Dario & Zhu, Anna, 2021. "Using Machine Learning to Create an Early Warning System for Welfare Recipients," IZA Discussion Papers 14377, Institute of Labor Economics (IZA).
- David Arnold & Will Dobbie & Peter Hull, 2020. "Do Employees Benefit from Worker Representation on Corporate Boards?," Working Papers 2020-184, Becker Friedman Institute for Research In Economics.
- Albright, Alex, 2022. "No Money Bail, No Problems? Trade-offs in a Pretrial Automatic Release Program," SocArXiv 42pbz, Center for Open Science.
- Elliott Ash & Sergio Galletta & Tommaso Giommoni, 2021. "A Machine Learning Approach to Analyze and Support Anti-Corruption Policy," CESifo Working Paper Series 9015, CESifo.
- Talia Gillis & Bryce McLaughlin & Jann Spiess, 2021. "On the Fairness of Machine-Assisted Human Decisions," Papers 2110.15310, arXiv.org, revised Sep 2023.
- Xiyang Hu & Yan Huang & Beibei Li & Tian Lu, 2022. "Uncovering the Source of Machine Bias," Papers 2201.03092, arXiv.org.
- Körtner, John & Bonoli, Giuliano, 2021. "Predictive Algorithms in the Delivery of Public Employment Services," SocArXiv j7r8y, Center for Open Science.
- William Arbour & Guy Lacroix & Steeve Marchand, 2021.
"Prison Rehabilitation Programs: Efficiency and Targeting,"
Working Papers
tecipa-684, University of Toronto, Department of Economics.
- Arbour, William & Lacroix, Guy & Marchand, Steeve, 2021. "Prison Rehabilitation Programs: Efficiency and Targeting," IZA Discussion Papers 14022, Institute of Labor Economics (IZA).
- Guy Lacroix, 2021. "Prison Rehabilitation Programs: Efficiency and Targeting," CIRANO Working Papers 2021s-01, CIRANO.
- 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.
- Rebitschek, Felix G. & Gigerenzer, Gerd & Wagner, Gert G., 2021. "People underestimate the errors made by algorithms for credit scoring and recidivism prediction but accept even fewer errors," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11, pages 1-11.
- Meier, Armando N. & Levav, Jonathan & Meier, Stephan, 2020. "Early Release and Recidivism," IZA Discussion Papers 13035, Institute of Labor Economics (IZA).
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More about this item
Keywords
algorithm; risk assessment; felonies; felony sentencing;All these keywords.
JEL classification:
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
- K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
NEP fields
This paper has been announced in the following NEP Reports:- NEP-LAW-2020-08-10 (Law and Economics)
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