Assessing screening policies for childhood obesity
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Updated: May 25, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Lawrence M Wein1, Yan Yang, Jeremy D Goldhaber-Fiebert
1Graduate School of Business, Stanford University, Stanford, CA, USA. lwein@stanford.edu
Insights
Optimizing childhood obesity screening by age and sex can reduce adult disease. Focusing on older adolescents, rather than younger children, minimizes adult disease prevalence and treatment referrals.
Area of Science:
- Pediatrics
- Public Health
- Preventive Medicine
Background:
- Childhood obesity is a growing public health concern.
- Current screening recommendations from the United States Preventive Services Task Force (USPSTF) and an Expert Committee differ on starting age.
- There is a need to evaluate these recommendations and explore optimal screening strategies.
Purpose of the Study:
- To model Body Mass Index (BMI) distributions in children and adolescents.
- To determine age- and sex-dependent screening thresholds that minimize adult disease prevalence.
- To compare an optimized screening policy with existing USPSTF and Expert Committee recommendations.
Main Methods:
- Utilized National Longitudinal Survey of Youth (NLSY) data to model BMI distribution through age 18.
- Estimated treatment impact on BMI using a systematic review for USPSTF.
- Modeled adult hypertension and diabetes prevalence at age 40 using Panel Study of Income Dynamics (PSID) data.
- Developed an optimal biennial screening policy by deriving BMI thresholds to minimize adult disease.
Main Results:
- The optimized policy reduced adult disease prevalence by 3% compared to USPSTF recommendations at the same referral rate.
- The optimized policy achieved the same disease prevalence as USPSTF but with a 28% reduction in treatment referrals.
- Compared to the Expert Committee recommendation, the optimized policy showed greater reductions in disease prevalence (6%) and referral rates (40%).
- The optimal policy primarily targeted 16-year-olds for treatment, with minimal referrals for children under 14.
Conclusions:
- Current childhood obesity screening recommendations may not be optimal for minimizing long-term adult disease.
- An optimized, age- and sex-dependent screening strategy focusing on older adolescents can improve outcomes.
- Implementing an optimized policy could lead to reduced adult disease prevalence and fewer unnecessary treatment referrals.
Abstract:
To address growing concerns over childhood obesity, the United States Preventive Services Task Force (USPSTF) recently recommended that children undergo obesity screening beginning at age 6. An Expert Committee recommends starting at age 2. Analysis is needed to assess these recommendations and investigate whether there are better alternatives. We model the age- and sex-specific population-wide distribution of BMI through age 18 using National Longitudinal Survey of Youth (NLSY) data. The impact of treatment on BMI is estimated using the targeted systematic review performed to aid the USPSTF. The prevalence of hypertension and diabetes at age 40 are estimated from the Panel Study of Income Dynamics (PSID). We fix the screening interval at 2 years, and derive the age- and sex-dependent BMI thresholds that minimize adult disease prevalence, subject to referring a specified percentage of children for treatment yearly. We compare this optimal biennial policy to biennial versions of the USPSTF and Expert Committee recommendations. Compared to the USPSTF recommendation, the optimal policy reduces adult disease prevalence by 3% in relative terms (the absolute reductions are <1%) at the same treatment referral rate, or achieves the same disease prevalence at a 28% reduction in treatment referral rate. If compared to the Expert Committee recommendation, the reductions change to 6 and 40%, respectively. The optimal policy treats mostly 16-year olds and few children under age 14. Our results suggest that adult disease is minimized by focusing childhood obesity screening and treatment on older adolescents.
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