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Machine Learning

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Avoiding Racial Bias in Child Welfare Agencies' Use of Predictive Risk Modeling

November 9, 2022
In recent years several researchers and child welfare agencies have begun developing predictive risk models to support child welfare decision-making. Predictive analytics is a sophisticated form of risk modeling that uses historical data to understand relationships between myriad factors to estimate a probability score for the outcome of interest.