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Updated: Apr 22, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Modeling environmental influences on child growth in the MAL-ED cohort study: opportunities and challenges
Stephanie A Richard1, Benjamin J J McCormick1, Mark A Miller1
1Fogarty International Center, National Institutes of Health, Bethesda.
Insights
Dietary insufficiency and infections are major causes of poor child growth. The MAL-ED study analyzes risk factors for linear growth faltering in early childhood using advanced methods.
Area of Science:
- Child Health and Development
- Nutritional Science
- Infectious Diseases
Background:
- Child growth faltering, particularly linear growth, is a significant global health issue in early childhood.
- While genetics and birth weight are factors, dietary insufficiency and infectious diseases are primary contributors to growth faltering.
- Understanding these risk factors is crucial for developing effective interventions.
Purpose of the Study:
- To identify specific risk factors associated with linear growth faltering during the first two years of life.
- To analyze the complex interplay between enteric infections, malnutrition, and child development.
- To characterize growth trajectories and their determinants in resource-limited settings.
Main Methods:
- Utilizing longitudinal growth data from the Etiology, Risk Factors and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study.
- Applying novel statistical methods to analyze nonlinear growth patterns over the first two years of life.
- Harmonizing protocols across eight diverse, resource-limited settings to ensure data comparability.
Main Results:
- The study is designed to distinguish key pathways leading to linear growth faltering by examining variability in risk factors and growth outcomes across sites.
- Expected variability within and between study sites will enable robust analysis of risk factor associations.
- The methods described allow for the evaluation of both short- and long-term associations between risk factors and growth trajectories.
Conclusions:
- Accurate characterization of early childhood growth is essential for understanding faltering.
- Identifying specific risk factors and pathways is critical for targeted public health strategies.
- The MAL-ED study provides a robust framework for investigating the multifactorial nature of child growth faltering.
Abstract:
Although genetics, maternal undernutrition and low birth weight status certainly play a role in child growth, dietary insufficiency and infectious diseases are key risk factors for linear growth faltering during early childhood. A primary goal of the Etiology, Risk Factors and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study is to identify specific risk factors associated with growth faltering during the first 2 years of life; however, growth in early childhood is challenging to characterize because growth may be inherently nonlinear with age. In this manuscript, we describe some methods for analyzing longitudinal growth to evaluate both short- and long-term associations between risk factors and growth trajectories over the first 2 years of life across 8 resource-limited settings using harmonized protocols. We expect there will be enough variability within and between sites in the prevalence of risk factors and burden of linear growth faltering to allow us to distinguish some of the key pathways to linear growth faltering in the MAL-ED study.
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