Cohort Bias in Predictive Risk Assessments of Future Criminal Justice System Involvement

Overview

Journal Proc Natl Acad Sci U S A

Specialty Science

Date 2023 May 31

PMID 37256925

Authors

Jens Ludwig

Jon Kleinberg

Sendhil Mullainathan

Affiliations

Soon will be listed here.

References

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Kleinberg J, Lakkaraju H, Leskovec J, Ludwig J, Mullainathan S . HUMAN DECISIONS AND MACHINE PREDICTIONS. Q J Econ. 2018; 133(1):237-293. PMC: 5947971. DOI: 10.1093/qje/qjx032. View

Obermeyer Z, Powers B, Vogeli C, Mullainathan S . Dissecting racial bias in an algorithm used to manage the health of populations. Science. 2019; 366(6464):447-453. DOI: 10.1126/science.aax2342. View

Montana E, Nagin D, Neil R, Sampson R . Cohort bias in predictive risk assessments of future criminal justice system involvement. Proc Natl Acad Sci U S A. 2023; 120(23):e2301990120. PMC: 10265989. DOI: 10.1073/pnas.2301990120. View