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The Progression of Disparities within the Criminal Justice System: Differential Enforcement and Risk Assessment Instruments
16 references·1 citing·48 second hop
The Progression of Disparities within the Criminal Justice System: Differential Enforcement and Risk Assessment Instruments (2023)The Progression of Disparities within the…Eddie Murphy and the Dangers of Counterfactual Causal Thinking About Detecting Racial Discrimination (2025)Eddie Murphy and the Dangers …Office of Justice Programs (2024)Office of Justice ProgramsEthics of Data and Analytics (2022)Ethics of Data and AnalyticsAdministrative Records Mask Racially Biased Policing (2020)Administrative Records Mask R…Racial categories in machine learning (2019)Racial categories in machine …Racial Equity in Algorithmic Criminal Justice (2018)Racial Equity in Algorithmic …Layers of Bias: A Unified Approach for Understanding Problems With Risk Assessment (2018)Layers of Bias: A Unified App…Algorithmic risk assessment policing models: lessons from the Durham HART model and ‘Experimental’ proportionality (2018)Algorithmic risk assessment p…Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…False Positives, False Negatives, and False Analyses: A Rejoinder to "Machine Bias: There's Software Used across the Country to Predict Future Criminals. and It's Biased against Blacks" (2016)False Positives, False Negati…Randomized Controlled Field Trials of Predictive Policing (2015)Randomized Controlled Field T…International Perspectives on the Practical Application of Violence Risk Assessment: A Global Survey of 44 Countries (2014)International Perspectives on…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactREPORTING CRIME TO THE POLICE, 1973–2005: A MULTIVARIATE ANALYSIS OF LONG‐TERM TRENDS IN THE NATIONAL CRIME SURVEY (NCS) AND NATIONAL CRIME VICTIMIZATION SURVEY (NCVS)* (2010)REPORTING CRIME TO THE POLICE…Evaluating the Predictive Validity of the Compas Risk and Needs Assessment System (2008)Evaluating the Predictive Val…Fairness Beyond the Algorithmic Frame: Actionable Recommendations for an Intersectional Approach (2025)Fairness Beyond the Algorithm…A General Theory of Crime (1990)Foundations of social theory (1990)Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy (1997)Women’s Risk Factors and Their Contributions to Existing Risk/Needs Assessment (2010)RISK, RACE, AND RECIDIVISM: PREDICTIVE BIAS AND DISPARATE IMPACT* (2016)Counterfactual Fairness (2017)Bowling alone (2000)The Culture of Control (2001)Why Crime Rates Are Falling throughout the Western World (2014)CLOSE‐UPS AND THE SCALE OF ECOLOGY: LAND USES AND THE GEOGRAPHY OF SOCIAL CONTEXT AND CRIME (2015)The Impact of Green Space on Violent Crime in Urban Environments: An Evidence Synthesis (2019)The world report on violence and health (2002)Evidence-based practice in psychology. 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References

  • 2014Big Data's Disparate Impact3,281 cited
  • 2017Human Decisions and Machine Predictions1,150 cited
  • 2017Human Decisions and Machine Predictions591 cited
  • 2015Randomized Controlled Field Trials of Predictive Policing381 cited
  • 2008Evaluating the Predictive Validity of the Compas Risk and Needs Assessment System340 cited
  • 2020Administrative Records Mask Racially Biased Policing314 cited
  • 2014International Perspectives on the Practical Application of Violence Risk Assessment: A Global Survey of 44 Countries278 cited
  • 2010REPORTING CRIME TO THE POLICE, 1973–2005: A MULTIVARIATE ANALYSIS OF LONG‐TERM TRENDS IN THE NATIONAL CRIME SURVEY (NCS) AND NATIONAL CRIME VICTIMIZATION SURVEY (NCVS)*261 cited
  • 2018Algorithmic risk assessment policing models: lessons from the Durham HART model and ‘Experimental’ proportionality248 cited
  • 2022Ethics of Data and Analytics248 cited
  • 2016False Positives, False Negatives, and False Analyses: A Rejoinder to "Machine Bias: There's Software Used across the Country to Predict Future Criminals. and It's Biased against Blacks"242 cited
  • 2018Layers of Bias: A Unified Approach for Understanding Problems With Risk Assessment155 cited
  • 2019Racial categories in machine learning110 cited
  • 2018Racial Equity in Algorithmic Criminal Justice95 cited

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  • 2025Eddie Murphy and the Dangers of Counterfactual Causal Thinking About Detecting Racial Discrimination70 cited
  • 2024Office of Justice Programs64 cited
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    • 2025Fairness Beyond the Algorithmic Frame: Actionable Recommendations for an Intersectional Approach11 cited