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Predictive Analytics for City Agencies: Lessons from Children's Services
6 references·3 citing·33 second hop
Predictive Analytics for City Agencies: Lessons from Children's Services (2017)Predictive Analytics for City Agencies: L…Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…To Predict and Serve? (2016)To Predict and Serve?Predictions put into practice: a quasi-experimental evaluation of Chicago’s predictive policing pilot (2016)Predictions put into practice…Predictive analytics and child protection: Constraints and opportunities (2015)Predictive analytics and chil…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactPolicing Problem Places (2010)Policing Problem PlacesRisk scores, label bias, and everything but the kitchen sink (2024)Risk scores, label bias, and …Learning to Be Fair: A Consequentialist Approach to Equitable Decision Making (2024)Learning to Be Fair: A Conseq…Development and validation of a predictive risk model for runaway among youth in child welfare (2022)Development and validation of…Nobel Lecture: The Economic Way of Looking at Behavior (1993)A META‐ANALYSIS OF THE PREDICTORS OF ADULT OFFENDER RECIDIVISM: WHAT WORKS!* (1996)Serious and Violent Juvenile Offenders: Risk Factors and Successful Interventions (1999)Predictive Policing and the Politics of Patterns (2018)Predictive Policing: Review of Benefits and Drawbacks (2019)Criminal justice, artificial intelligence systems, and human rights (2020)Fairness through awareness (2012)Equality of Opportunity in Supervised Learning (2016)Fairness definitions explained (2018)Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Machine behaviour (2019)Finite-time Analysis of the Multiarmed Bandit Problem (2002)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Algorithmic Bias in Criminal Risk Assessment: The Consequences of Racial Differences in Arrest as a Measure of Crime (2024)Placement movement in out-of-home care: patterns and predictors (2004)A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions (2018)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)The accuracy, fairness, and limits of predicting recidivism (2018)Comparing effect sizes in follow-up studies: ROC Area, Cohen's d, and r. (2005)Risk and Safety Assessment in Child Welfare (2008)Predictors of child protective service contact between birth and age five: An examination of California's 2002 birth cohort (2011)Use of parental disability as a removal reason for children in foster care in the U.S. (2018)Decision Support Systems, Social Justice and Algorithmic Accountability in Social Work: A New Challenge (2019)A Practical Framework for Considering the Use of Predictive Risk Modeling in Child Welfare (2020)Can Policing Disorder Reduce Crime? A Systematic Review and Meta-analysis (2015)Hot spots policing and crime reduction: an update of an ongoing systematic review and meta-analysis (2019)Hot spots policing of small geographic areas effects on crime (2019)The Measure and Mismeasure of Fairness (2018)Boundary Work among Groups, Occupations, and Organizations: From Cartography to Process (2019)How to Design AI for Social Good: Seven Essential Factors (2020)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)The ethics of algorithms: Mapping the debate (2016)
this work references cited by second hop

References

  • 2014Big Data's Disparate Impact3,046 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2016To Predict and Serve?611 cited
  • 2010Policing Problem Places262 cited
  • 2016Predictions put into practice: a quasi-experimental evaluation of Chicago’s predictive policing pilot190 cited
  • 2015Predictive analytics and child protection: Constraints and opportunities51 cited

Cited by

  • 2024Risk scores, label bias, and everything but the kitchen sink20 cited
  • 2024Learning to Be Fair: A Consequentialist Approach to Equitable Decision Making19 cited
  • 2022Development and validation of a predictive risk model for runaway among youth in child welfare16 cited

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