Volume 28 - Article 44 | Pages 1302-1338

Health and development among Mexican, black and white preschool children: An integrative approach using latent class analysis

By Nancy Landale, Stephanie Lanza, Marianne Hillemeier, R.S. Oropesa

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Date received:15 Aug 2012
Date published:25 Jun 2013
Word count:7745
Keywords:child development, child health, latent class analysis, Mexican-Origin, race/ethnicity


Background: Building on an emerging scientific consensus that the concept of child health should encompass chronic conditions, functional abilities, and developmental domains, we delineate the multidimensional health statuses of Mexican, non-Hispanic black, and non-Hispanic white preschool children in the United States. This integrative approach provides the foundation for an in-depth analysis of health disparities.

Objective: The research objectives are: (1) to demonstrate a new methodological approach to identifying the major child health statuses; (2) to document differences in the prevalence of those health statuses among children in the largest ethnoracial groups in the U.S.; and (3) to assess whether key sources of disadvantage account for ethnoracial disparities in children’s health.

Methods: With data from a nationally representative sample, we use latent class analysis to estimate a set of latent health statuses that capture the nature of health at age four. The latent class membership of children is predicted using multinomial logistic regression.

Results: Mexican and non-Hispanic black children are more likely than non-Hispanic white children to fall into health statuses distinguished by low cognitive achievement and multiple developmental problems. Mexican children are the most likely to be classified into these problematic health statuses. This pattern persists in multivariate models that incorporate potential explanatory factors, including health at birth, socio-demographic characteristics, home environment, well-child care and center-based child care.

Conclusions: Latent class analysis is a useful method for incorporating measures of physical conditions, functional problems, and development into a single analysis in order to identify key dimensions of childhood health and locate ethnoracial health disparities.

Author's Affiliation

Nancy Landale - Pennsylvania State University, United States of America [Email]
Stephanie Lanza - Pennsylvania State University, United States of America [Email]
Marianne Hillemeier - Pennsylvania State University, United States of America [Email]
R.S. Oropesa - Pennsylvania State University, United States of America [Email]

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