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Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
Disentangling disparities in children's development
Nicolás Acosta-González1, Carolina Pérez2, Silvio Guerra2
1Facultad de Economía y Gestión Empresarial, Pontificia Universidad Católica del Ecuador, Quito, Ecuador. hnacosta@puce.edu.ec.
Abstract:
This study shows how deep-rooted inequalities-shaped by where a child is born, their family's income, and their mother's education-restrict access to essential services for early development. Using data from the National Survey on Childhood Malnutrition (ENDI), we use the Human Opportunity Index (HOI) and Shapley decomposition to assess disparities in healthcare, water, and sanitation in Ecuador. Although overall averages for services like prenatal care and immunization are high, children with chronic malnutrition (stunting) face much less access and greater inequality. The largest gaps are in access to safely managed drinking water and sanitation, where both coverage and equity remain low, particularly among stunted children. Geographic location is the main predictor of inequality, followed by economic status and maternal education. This study provides transferable insights to inform equitable public health policies in similar contexts worldwide.
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