Identifying perinatal risk factors for infant maltreatment: an ecological approach

Yueqin Zhou1, Elaine J Hallisey, Gordon R Freymann

  • 1Department of Geosciences, Georgia State University, 340 Kell Hall, Atlanta, GA 30303, USA. yzhou10@student.gsu.edu

Insights

Identifying high-risk areas for infant maltreatment is crucial. Key perinatal factors like smoking during pregnancy, family size, young maternal age, unmarried mothers, Medicaid, and inadequate prenatal care predict increased risk, enabling targeted interventions.

Area of Science:

  • Public Health
  • Epidemiology
  • Social Science

Background:

  • Child maltreatment presents a global challenge, necessitating efficient methods for identifying at-risk geographic areas for intervention.
  • Existing assessment efforts can be improved by examining perinatal factors associated with infant maltreatment.
  • An area-based ecological approach using census tracts as community surrogates was employed.

Purpose of the Study:

  • To identify perinatal factors associated with increased risk of infant maltreatment.
  • To develop a predictive model for efficient resource allocation in public health interventions.
  • To improve the targeting of programs aimed at reducing child maltreatment.

Main Methods:

  • Analysis of Georgia birth records and child abuse/neglect data.
  • Utilized an area-based ecological approach with census tracts.
  • Employed spatial regression modeling with maximum likelihood estimation due to spatial autocorrelation.

Main Results:

  • All examined individual perinatal factors and their combinations significantly correlated with increased infant maltreatment risk.
  • The strongest predictors of infant maltreatment rates included: maternal smoking during pregnancy, families with three or more siblings, maternal age under 20, births to unmarried mothers, Medicaid beneficiary status, and inadequate prenatal care.

Conclusions:

  • The developed model allows public health agencies to proactively predict high-risk areas for infant maltreatment.
  • Efficient resource allocation is possible by targeting communities identified with specific perinatal risk factors.
  • States collecting NCHS-defined birth certificate variables can readily identify areas at high risk for infant maltreatment.
Abstract

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