Latent Class Analysis of Prenatal Substance Exposure and Child Behavioral Outcomes

Sarah E Maylott1, Elisabeth Conradt1, Monica McGrath2

  • 1Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC; Department of Psychology, University of Utah, Salt Lake City, UT.

Insights

Prenatal exposure to licit or illicit substances is linked to increased behavioral problems in children. Both types of prenatal polysubstance use showed adverse child outcomes, highlighting the need for further research.

Area of Science:

  • Developmental Psychology
  • Public Health
  • Substance Abuse Research

Background:

  • Prenatal substance use is a significant concern impacting child development.
  • Understanding the specific behavioral outcomes associated with different types of prenatal substance exposure is crucial for early intervention.

Purpose of the Study:

  • To identify distinct patterns (latent classes) of prenatal substance use.
  • To predict behavioral disruptions in middle childhood based on these identified prenatal substance use patterns.

Main Methods:

  • Utilized data from the Environmental influences on Child Health Outcomes (ECHO) Program.
  • Harmonized prenatal substance use and child behavior data from 2195 mother-child pairs across 10 US cohorts.
  • Employed latent class-adjusted regression models to analyze parent-rated child behavior in children aged 6-11 years.

Main Results:

  • Identified three latent classes of prenatal substance use: low use (90.5%), licit use (6.6%), and illicit use (2.9%).
  • Children exposed to licit substances in utero exhibited significantly higher externalizing behaviors (P=.001, d=.64).
  • Children exposed to illicit substances showed significant elevations in internalizing behaviors (P<.001, d=.16).

Conclusions:

  • Prenatal polysubstance use, whether licit or illicit, is associated with increased risk for specific childhood problem behaviors.
  • Childhood outcomes were comparably adverse for both licit and illicit polysubstance exposures.
  • Emphasizes the necessity for large-scale, multicohort studies to further investigate childhood outcomes linked to prenatal substance use profiles.
Abstract

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