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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.
Objectives:
To predict behavioral disruptions in middle childhood, we identified latent classes of prenatal substance use.
Study Design:
As part of the Environmental influences on Child Health Outcomes Program, we harmonized prenatal substance use data and child behavior outcomes from 2195 women and their 6- to 11-year-old children across 10 cohorts in the US and used latent class-adjusted regression models to predict parent-rated child behavior.
Results:
Three latent classes fit the data: low use (90.5%; n = 1986), primarily using no substances; licit use (6.6%; n = 145), mainly using nicotine with a moderate likelihood of using alcohol and marijuana; and illicit use (2.9%; n = 64), predominantly using illicit substances along with a moderate likelihood of using licit substances. Children exposed to primarily licit substances in utero had greater levels of externalizing behavior than children exposed to low or no substances (P = .001, d = .64). Children exposed to illicit substances in utero showed small but significant elevations in internalizing behavior than children exposed to low or no substances (P < .001, d = .16).
Conclusions:
The differences in prenatal polysubstance use may increase risk for specific childhood problem behaviors; however, child outcomes appeared comparably adverse for both licit and illicit polysubstance exposure. We highlight the need for similar multicohort, large-scale studies to examine childhood outcomes based on prenatal substance use profiles.
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