Can an Algorithm Tell When Kids Are in Danger? [The New York Times]
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Source: The New York Times
After a few seconds, his screen displayed a vertical color bar, running from a green 1 (lowest risk) at the bottom to a red 20 (highest risk) on top. The assessment was based on a statistical analysis of four years of prior calls, using well over 100 criteria maintained in eight databases for jails, psychiatric services, public-welfare benefits, drug and alcohol treatment centers and more. For the 3-year-old’s family, the score came back as 19 out of a possible 20. Over the course of an 18-month investigation, officials in the county’s Office of Children, Youth and Families (C.Y.F.) offered me extraordinary access to their files and procedures, on the condition that I not identify the families involved. Exactly what in this family’s background led the screening tool to score it in the top 5 percent of risk for future abuse and neglect cannot be known for certain. But a close inspection of the files revealed that the mother was attending a drug-treatment center for addiction to
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