Hospital Injury Encounters of Children Identified by a Predictive Risk Model for Screening Child Maltreatment Referrals

Author:

Vaithianathan Rhema1,Putnam-Hornstein Emily2,Chouldechova Alexandra3,Benavides-Prado Diana1,Berger Rachel4

Affiliation:

1. Auckland University of Technology, Auckland, New Zealand

2. University of Southern California, Los Angeles

3. Carnegie Mellon University, Pittsburgh, Pennsylvania

4. Children’s Hospital of Pittsburgh, UPMC, Pittsburgh, Pennsylvania

Publisher

American Medical Association (AMA)

Subject

Pediatrics, Perinatology and Child Health

Reference12 articles.

1. Children in the public benefit system at risk of maltreatment: identification via predictive modeling.;Vaithianathan;Am J Prev Med.,2013

2. A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions.;Chouldechova;Proc Mach Learn Res.,2018

3. Another Pandora's box? Some pros and cons of predictive risk modeling.;de Haan;Child Youth Serv Rev.,2014

4. Predictive modeling: potential application in prevention services.;Wilson;Am J Prev Med,2015

5. Risk assessment and decision making in child protective services: predictive risk modeling in context.;Cuccaro-Alamin;Child Youth Serv Rev,2017

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