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Updated: Jun 15, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Pediatric obesity in the United States: Age-period-cohort analysis
Ashley W Kranjac1,2, Dinko Kranjac3,4, Roxanne I Aguilera1,2
1Department of Sociology, Wilkinson College, Chapman University, Orange, CA, USA.
Insights
Childhood obesity rates are at a historic high. Environmental factors, not generational differences, are driving increases in preschooler body mass index z-scores (zBMI).
Area of Science:
- Pediatric Public Health
- Nutritional Epidemiology
- Biostatistics
Background:
- Childhood obesity in the U.S. among 2-5 year olds has reached unprecedented levels.
- Early childhood represents a critical period for obesity prevention and future health outcomes.
- Identifying drivers of obesity prevalence is essential for effective public health interventions.
Purpose of the Study:
- To analyze the distribution of body mass index z-scores (zBMI) in U.S. preschoolers (2-5 years) from 1999-2018.
- To differentiate the contributions of age, period, and cohort effects on zBMI trends.
- To inform strategies for childhood obesity prevention.
Main Methods:
- Utilized National Health and Nutrition Examination Survey (NHANES) data.
- Employed hierarchical age-period-cohort (APC) analysis.
- Examined age- and sex-specific zBMI distributions.
Main Results:
- Period effects were the primary drivers of observed zBMI changes, not cohort effects.
- Environmental and societal factors influencing all age groups appear most impactful.
- Significant trends in zBMI were observed across the study period.
Conclusions:
- Current obesogenic environments significantly impact preschoolers across generations.
- Broad socioeconomic, cultural, and environmental strategies are needed for population-wide obesity reduction.
- Interventions must address current environmental influences to effectively prevent childhood obesity.
Abstract:
The rates of obesity among American children aged 2-5 years has reached a historic high. It is crucial to identify the putative sources of population-level increases in obesity prevalence among preschool-aged children because early childhood is a critical window for obesity prevention and thus reduction of future incidence. We used the National Health and Nutrition Examination Survey data and hierarchical age-period-cohort analysis to examine lifecycle (i.e., age), historical (i.e., period), and generational (i.e., cohort) distribution of age- and sex-specific body mass index z-scores (zBMI) among 2-5-year-olds in the U.S. from 1999 to 2018. Our current findings indicate that period effects, rather than differences in groups born at a specific time (i.e., cohort effects), account for almost all of the observed changes in zBMI. We need a broad socioeconomic, cultural, and environmental strategy to counteract the current obesogenic environment that influences children of all ages and generations in order to reach large segments of preschoolers and achieve population-wide improvement.
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