Black and Latinx Primary Caregiver Considerations for Developing and Implementing a Machine Learning–Based Model for Detecting Child Abuse and Neglect With Implications for Racial Bias Reduction: Qualitative Interview Study With Primary Caregivers

Aviv Y Landau   ¹ , MSW, PhD ;   Ashley Blanchard   ² , MS, MD ;   Nia Atkins   ³ , BA ;   Stephanie Salazar   ⁴ , LMSW ;   Kenrick Cato   ^{5, 6} , RN, PhD ;   Desmond U Patton   ^{1, 7, 8} , MSW, PhD ;   Maxim Topaz   ^{9, 10} , RN, PhD

¹ School of Social Policy & Practice, University of Pennsylvania, Philadelphia, PA, United States

² New York Presbyterian Morgan Stanley Children’s Hospital, Columbia University Irving Medical Center, New York, NY, United States

³ Columbia College, Columbia University, New York, NY, United States

⁴ Columbia School of Social Work, Columbia University, New York, NY, United States

⁵ University of Pennsylvania School of Nursing, University of Pennsylvania, Phildelphia, PA, United States

⁶ Childrens Hospital of Philadelphia, University of Pennsylvania, Phildelphia, PA, United States

⁷ Annenberg School for Communication, University of Pennsylvania, Phildelphia, PA, United States

⁸ Department of Child and Adolescent Psychiatry and Behavioral Sciences, University of Pennsylvania, Phildelphia, PA, United States

⁹ Columbia University School of Nursing, Columbia University, New York, NY, United States

¹⁰ Columbia University Data Science Institute, Columbia University, New York, NY, United States