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Updated: May 28, 2026

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Geospatial Indices of Neighborhood Environment and Preadolescent Behavioral Health Screening in Primary Care
Jason D Jones1, Chris Penney2, Molly Davis3
1Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA; PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA.
Objectives:
To evaluate whether children living in more disadvantaged neighborhoods are less likely to be screened for behavioral health concerns and more likely to screen positive for symptoms at a well-child visit, and to examine whether the Child Opportunity Index (COI) and Area Deprivation Index (ADI) produce similar findings.
Study Design:
We analyzed electronic health record data from 48 200 9-year-old well-child visits. Behavioral health risk was measured using the Pediatric Symptom Checklist-17. Patient addresses were geocoded to derive COI and ADI scores.
Results:
Children living in more disadvantaged neighborhoods had significantly lower odds of behavioral health screening (ORs 0.62-0.88) and significantly greater odds of screening positive on the Pediatric Symptom Checklist-17 total, externalizing, and attention scales (ORs 1.23-1.78). Neighborhood disadvantage was not associated with internalizing risk in this sample. COI and ADI were highly correlated (r = -0.91) and yielded nearly identical results.
Conclusions:
Our findings underscore the importance of addressing structural barriers to behavioral health screening in childhood and support the use of geospatial measures to inform equitable screening implementation and mental health intervention efforts in pediatric primary care.
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