ArticleMaternal and child health journal2013
Measuring early childhood health and health disparities: a new approach.
Article in Maternal and child health journal, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 21 citations in OpenAlex.
- A call for supplemental implementation strategy reporting guidelines to advance minority health: applying expanded specification and reporting recommendations to the Literacy Promotion for Latinos study.Implementation science communications · 2026Article
- Prevalence and predictors of developmental health difficulties within New Zealand preschool-aged children: a latent profile analysis.Journal of the Royal Society of New Zealand · 2023Article
- Article
- Estimating benefit equity of government health subsidy in healthcare Services in Shandong Province, China: a cross-sectional study.International journal for equity in health · 2018Article
- Article
- Co-occurrence and clustering of health conditions at age 11: cross-sectional findings from the Millennium Cohort Study.BMJ open · 2016Article
- Assessing equity in benefit distribution of government health subsidy in 2012 across East China: benefit incidence analysis.International journal for equity in health · 2016Article
- Co-Occurrence of Health Conditions during Childhood: Longitudinal Findings from the UK Millennium Cohort Study (MCS).PloS one · 2016Article
- Health and development among Mexican, black and white preschool children: An integrative approach using latent class analysis.Demographic research · 2013Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Efforts to improve the health of U.S. children and reduce disparities have been hampered by lack of a rigorous way to summarize the multi-dimensional nature of children's health. This research employed a novel statistical approach to measurement to provide an integrated, comprehensive perspective on early childhood health and disparities. Nationally-representative data (n = 8,800) came from the Early Childhood Longitudinal Study, Birth Cohort. Latent class analysis was used to classify health at 48 months, incorporating health conditions, functioning, and aspects of physical, cognitive, and emotional development. Health disparities by gender, poverty, race/ethnicity, and birthweight were examined. Over half of all children were classified as healthy using multidimensional latent class methodology; others fell into one of seven less optimal health statuses. The analyses highlighted pervasive disparities in health, with poor children at increased risk of being classified into the most disadvantaged health status consisting of chronic conditions and a cluster of developmental problems including low cognitive achievement, poor social skills, and behavior problems. Children with very low birthweight had the highest rate of being in the most disadvantaged health status (25.2 %), but moderately low birthweight children were also at elevated risk (7.9 vs. 3.4 % among non-low birthweight children). Latent class analysis provides a uniquely comprehensive picture of child health and health disparities that identifies clusters of problems experienced by some groups. The findings underscore the importance of continued efforts to reduce preterm birth, and to ameliorate poverty's effects on children's health through access to high-quality healthcare and other services.
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