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Updated: Dec 25, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Behavioral factors influencing childhood obesity: a systematic review and meta-analysis
Jalal Poorolajal1, Fatemeh Sahraei2, Younes Mohamdadi3
1Department of Epidemiology, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran; Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran; Modeling of Noncommunicable Diseases Research Center, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
Background:
This report provides information on 14 behavioral and nutritional factors that can be addressed in childhood overweight/obesity prevention programs.
Methods:
Web of Science, PubMed, and Scopus were searched through November 2018. Reference lists were also screened for additional references. Observational studies addressing the associations between overweight/obesity in children/adolescents aged between 5 to 19 years and associated risk factors were analyzed. Between-studies heterogeneity was assessed by χ2, τ2, and I2 statistics. The likelihood of publication bias was evaluated using the Begg and Egger tests and trim & fill analysis. Effect sizes were expressed as odds ratios (ORs) with 95% confidence intervals (CIs) using a random-effects model.
Results:
Of 34,537 retrieved studies, 199 including 1,636,049 participants were eligible. The ORs (95% CI) of factors associated with childhood overweight/obesity were as follows: sufficient physical activity 0.70 (0.66, 0.75); eating breakfast every day 0.66 (0.59, 0.74); sufficient consumption of fruits/vegetables 0.92 (0.84, 1.01); breastfeeding <4 months 1.24 (1.16, 1.33); inadequate sleep 1.26 (1.13, 1.40); watching TV >1-2 h/day 1.42 (1.35, 1.49); playing computer games >2 h/day 1.08 (0.95, 1.23); eating sweets ≥3 times/week 0.78 (0.71, 0.85); eating snack ≥4 times/week 0.84 (0.71, 1.00); drinking sugar-sweetened beverages ≥4 times/week 1.24 (1.07, 1.43); eating fast-food ≥3 times/week 1.03 (0.89, 1.18); eating fried-food ≥3 times/week 1.09 (0.90, 1.33); smoking 1.17 (1.07, 1.29); and drinking alcohol 1.05 (0.95, 1.16).
Conclusions:
This meta-analysis provided a clear picture of the behavioral and nutritional factors associated with weight gain in children.
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