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Published on: August 25, 2014
Risk Assessments at Birth Predict Kindergarten Achievement and Involvement with Child Protective Services
Sarah Prendergast1, David MacPhee2
1Center on Labor, Human Services, and Population, Urban Institute, 500 L'Enfant Plaza SW, Washington, District of Columbia, 20001, United States. SPrendergast@urban.org.
Insights
Identifying family risk factors at birth helps early childhood programs target prevention. Analyzing risk combinations, not just totals, better predicts kindergarten outcomes and child protective services involvement.
Area of Science:
- Child Development
- Public Health
- Family Studies
Background:
- Early childhood programs screen for family risk factors at birth to identify families needing prevention services.
- Current methods often use cumulative risk (total number of risk factors).
- Person-centered approaches examining combinations of risk offer a complementary strategy.
Purpose of the Study:
- To test cumulative family risk and latent classes of family risk at birth as predictors of kindergarten outcomes.
- To examine associations with mother-reported involvement with Child Protective Services (CPS).
Main Methods:
- Utilized data from the Fragile Families and Child Well-being Study (N=757).
- Included families with birth medical records and age 5 kindergarten outcomes.
- Employed latent class analysis to identify risk combinations.
Main Results:
- Cumulative risk positively associated with attention problems, letter-word recognition, and CPS involvement.
- Latent class analysis revealed higher risk classes were linked to worse kindergarten outcomes and increased CPS involvement.
- Cumulative risk was not associated with aggression or social skill problems.
Conclusions:
- Both cumulative risk and latent classes of risk are valuable in predicting early childhood outcomes.
- Risk combination analysis provides nuanced insights beyond simple cumulative counts.
- Findings support screening for family risk and inform prevention program targeting.
Abstract:
Screening for family risk factors at birth is one way that early childhood programs and practitioners can identify families who might benefit from prevention efforts. Some prevention programs currently use cumulative risk (i.e., total number of risk factors present) to determine eligibility for services. More recently, however, person-centered approaches that take into account combinations of risk (versus cumulative risk) have emerged as an approach that could complement current risk assessment methods and illuminate the extent to which classes of family risk are associated with different outcomes in early childhood. Grounded in ecological theory, we tested cumulative family risk and latent classes of family risk at birth as predictors of kindergarten outcomes and mother-reported involvement with Child Protective Services (CPS). Families in the Fragile Families and Child Well-being Study were included in this study if they had medical records data available at the child's birth as well as children's age 5 kindergarten outcomes (N = 757). Cumulative risk was positively associated with children's attention problems, letter-word recognition skills, CPS involvement, and both covariates (i.e., child's diagnosed disability status and mother's ethnicity/race), but not aggression or social skill problems. In terms of latent classes, children from higher risk classes tended to fare significantly worse on kindergarten outcomes and were more likely to have reported involvement with CPS when compared to the lower risk classes. Implications are discussed related to primary prevention, the merits of screening for risk, and comparisons between cumulative risk and classes of risk approaches.
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