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Classifying infants and toddlers with developmental vulnerability: who is most likely to receive early intervention?
B M McManus1, A C Carle, M J Rapport
1Department of Health Systems, Management & Policy, Colorado School of Public Health, Children's Outcomes Research Group, Children's Hospital Colorado, Aurora, CO, USA.
Insights
Early intervention (EI) subgroups for developmental difficulties show racial disparities. Black, non-Hispanic children are more likely in certain vulnerable groups and less likely to receive EI services.
Area of Science:
- Pediatric Health
- Developmental Pediatrics
- Public Health Policy
Background:
- Infants and toddlers with developmental difficulties are a diverse group receiving early intervention (EI).
- Population heterogeneity complicates research on unmet needs and intervention effectiveness.
- Identifying clinically relevant subgroups may clarify apparent heterogeneity and inform policy.
Purpose of the Study:
- To identify distinct subgroups of developmental vulnerability in infants and toddlers.
- To examine the likelihood of receiving EI services across identified subgroups.
- To investigate racial and ethnic differences in subgroup membership and EI access.
Main Methods:
- Latent class analysis (LCA) was used on data from the 2005-2006 National Survey of Children with Special Health Care Needs (n=965).
- Subgroups were based on functional, social, and biological characteristics relevant for EI eligibility.
- Mixture modeling assessed EI receipt likelihood, controlling for race/ethnicity, age, and state.
Main Results:
- Four distinct subgroups were identified: developmental disability, mild developmental delay, socially at risk with behavior problems, and socially at risk with functional vision difficulties.
- Black, non-Hispanic children were significantly more likely to be in the latter two subgroups compared to white children.
- Children in three of the four subgroups were significantly less likely to receive EI compared to those with mild developmental delay.
Conclusions:
- Significant racial and ethnic disparities exist in developmental vulnerability subgroup membership.
- Inconsistencies in early intervention (EI) access highlight the need for improved surveillance, referral, and outreach strategies.
- Identifying specific subgroups is crucial for understanding and addressing disparities in developmental care.
Background:
Infants and toddlers with developmental difficulties represent a heterogeneous group who often receives early intervention (EI). Notable population heterogeneity exists and complicates unmet need and effectiveness research. However, a mix of relatively homogeneous clinically policy relevant 'subgroups' may create the apparent heterogeneity. To date, methodological challenges have impeded identifying these potential groups and their policy-relevance.
Methods:
From the 2005-2006 National Survey of Children with Special Health Care Needs, we derived a sample (n = 965) of infants and toddlers with parent-reported developmental difficulties. We used latent class analysis (LCA) to identify subgroups of developmental vulnerability based upon functional, social and biological characteristics that would make children eligible for EI. Mixture modelling estimated the likelihood of each subgroup receiving parent-reported EI, controlling for race/ethnicity, child's age, and state of residence.
Results:
LCA identified four distinct subgroups of developmental vulnerability: developmental disability (Group 1), mild developmental delay (Group 2), socially at risk with behaviour problems (Group 3), and socially at risk with functional vision difficulties (Group 4). Black, non-Hispanic children are significantly more likely than their white counterparts to be in Group 3 (β = 1.52, P = 0.001) or group 4 (β = 1.83, P < 0.001). Compared with children with a mild developmental delay (Group 2), children in group 1 (β = -0.61, P < 0.001), group 3 (β = -0.47, P = 0.001) and group 4 (β = -0.38, P = 0.009) are significantly less likely to receive EI.
Conclusions:
Racial and ethnic differences exist with regard to membership in developmental vulnerability subgroups. Observed inconsistencies in access to EI suggest the need for improved surveillance, referral and outreach.
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