Cited by 748Obesity, Physical Activity, DietCancer Risks and FactorsObesity and Health Practices

Simulation of Growth Trajectories of Childhood Obesity into Adulthood

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Ward, Zachary J., Long, Michael W., Resch, Stephen C., Giles, Catherine M., Cradock, Angie L., Gortmaker, Steven L.·2017·New England Journal of Medicine

Abstract

BACKGROUND: Although the current obesity epidemic has been well documented in children and adults, less is known about long-term risks of adult obesity for a given child at his or her present age and weight. We developed a simulation model to estimate the risk of adult obesity at the age of 35 years for the current population of children in the United States. METHODS: We pooled height and weight data from five nationally representative longitudinal studies totaling 176,720 observations from 41,567 children and adults. We simulated growth trajectories across the life course and adjusted for secular trends. We created 1000 virtual populations of 1 million children through the age of 19 years that were representative of the 2016 population of the United States and projected their trajectories in height and weight up to the age of 35 years. Severe obesity was defined as a body-mass index (BMI, the weight in kilograms divided by the square of the height in meters) of 35 or higher in adults and 120% or more of the 95th percentile in children. RESULTS: Given the current level of childhood obesity, the models predicted that a majority of today's children (57.3%; 95% uncertainly interval [UI], 55.2 to 60.0) will be obese at the age of 35 years, and roughly half of the projected prevalence will occur during childhood. Our simulations indicated that the relative risk of adult obesity increased with age and BMI, from 1.17 (95% UI, 1.09 to 1.29) for overweight 2-year-olds to 3.10 (95% UI, 2.43 to 3.65) for 19-year-olds with severe obesity. For children with severe obesity, the chance they will no longer be obese at the age of 35 years fell from 21.0% (95% UI, 7.3 to 47.3) at the age of 2 years to 6.1% (95% UI, 2.1 to 9.9) at the age of 19 years. CONCLUSIONS: On the basis of our simulation models, childhood obesity and overweight will continue to be a major health problem in the United States. Early development of obesity predicted obesity in adulthood, especially for children who were severely obese. (Funded by the JPB Foundation and others.).

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  1. [34]Wang YC, Orleans CT, Gortmaker SL. Reaching the healthy people goals for reducing childhood obesity: closing the energy gap. Am J Prev Med 2012; 42(5): 437– 44. 22516482
  2. [37]Briggs AH, Weinstein MC, Fenwick EA. Model parameter estimation and uncertainty analysis: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force Working Group-6. Med Decis Making 2012; 32(5): 722– 32. 22990087
  3. [38]Eddy DM, Hollingworth W, Caro JJ, Tsevat J, McDonald KM, Wong JB. Model transparency and validation: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force-7. Med Decis Making 2012; 32(5): 733– 43. 22990088
  4. [45]Taveras EM, Gillman MW, Kleinman KP, Rich-Edwards JW, Rifas-Shiman SL. Reducing racial/ethnic disparities in childhood obesity: the role of early life risk factors. JAMA Pediatr 2013; 167(8): 731– 8. 23733179 PMC3835398

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Authors
Ward, Z. J., Long, M. W., Resch, S. C., Giles, C. M., Cradock, A. L., & Gortmaker, S. L.
Affiliations
Harvard University (US)
Corresponding author
Ward, Zachary J.
Venue
New England Journal of Medicine
Published
2017-11-30
Volume
377
Issue
22
Pages
2145-2153
ISSN
  • 0028-4793 (ISSN-L)
  • 1533-4406
OpenAlex
W2769692738
Cited by
748
References
41
Citations by year
2026: 56 · 2025: 81 · 2024: 91 · 2023: 99 · 2022: 84 · 2021: 119 · 2020: 95 · 2019: 65 · 2018: 51 · 2017: 1 · 2016: 2 · 2014: 1
FWCI
54.44
Type
journal article
Language
en
Open access
Locations
  • New England Journal of Medicine (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Center for Chronic Disease Prevention and Health Promotion (U48 DP001946, U48 DP000064)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Health Sciences › Medicine › Oncology › Cancer Risks and Factors
  • Health Sciences › Health Professions › Pharmacy › Obesity and Health Practices
Keywords
childhood obesity, adult obesity, growth trajectories, obesity prediction, severe childhood obesity, childhood overweight, body mass index, secular trends, life course, obesity prevalence projections
MeSH terms
Adolescent, Adult, Body Height, Body Weight, Child, Child, Preschool, Female, Growth, Humans, Longitudinal Studies, Male, Models, Theoretical, Obesity, Reference Values, Risk, United States, Body Mass Index, Prevalence, Young Adult, Pediatric Obesity

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