There is a need to accurately quantify levels of adiposity in order to identify overweight and obesity in children. This systematic review aimed to identify all diagnostic accuracy studies evaluating simple tests for obesity and adiposity, including body mass index (BMI), skin-fold thickness and waist circumference, compared against high-quality reference tests. Twenty-four cohort studies including 25,807 children were included. BMI had good performance when diagnosing obesity: a sensitivity of 81.9% (95% confidence interval [CI]: 73.0 to 93.8) for a specificity of 96.0% (95% CI: 93.8 to 98.1). It was less effective at diagnosing overweight (sensitivity: 76.3%, 95% CI: 70.2 to 82.4; specificity: 92.1% 95% CI: 90.0 to 94.3). When diagnosing obesity, waist circumference had similar performance (sensitivity: 83.8%; specificity: 96.5%). Skin-fold thickness had slightly poorer performance (sensitivity: 72.5%; specificity: 93.7%). Few studies considered any other tests. There was no conclusive evidence that any test was generally superior to the others. BMI is a good simple diagnostic test for identifying childhood adiposity. It identifies most genuinely obese and adipose children while misclassifying only a small number as obese. There was no conclusive evidence that any test should be preferred to BMI, and the extra complexity of skin-fold thickness tests does not appear to improve diagnostic accuracy.
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Univ Illinois, Dept Kinesiol & Community Hlth, 1206 South 4th St, Champaign, IL 61820 USAUniv Illinois, Dept Kinesiol & Community Hlth, 1206 South 4th St, Champaign, IL 61820 USA
An, R.
Yan, H.
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Univ Illinois, Dept Kinesiol & Community Hlth, 1206 South 4th St, Champaign, IL 61820 USAUniv Illinois, Dept Kinesiol & Community Hlth, 1206 South 4th St, Champaign, IL 61820 USA
Yan, H.
Shi, X.
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Nanjing Sport Inst, Nanjing, Jiangsu, Peoples R ChinaUniv Illinois, Dept Kinesiol & Community Hlth, 1206 South 4th St, Champaign, IL 61820 USA
Shi, X.
Yang, Y.
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Univ Illinois, Dept Kinesiol & Community Hlth, 1206 South 4th St, Champaign, IL 61820 USAUniv Illinois, Dept Kinesiol & Community Hlth, 1206 South 4th St, Champaign, IL 61820 USA
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Princess Alexandra Hosp, Brisbane, Qld, Australia
James Cook Univ, Coll Publ Hlth Med & Vet Sci, Townsville, Qld, AustraliaPrincess Alexandra Hosp, Brisbane, Qld, Australia
Fairley, Lachlan
Smith, Samuel
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James Cook Univ, Coll Publ Hlth Med & Vet Sci, Townsville, Qld, Australia
Royal Brisbane & Womens Hosp, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Brisbane, Qld, Australia
Smith, Samuel
Maisrikrod, Shalisa
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James Cook Univ, Coll Publ Hlth Med & Vet Sci, Townsville, Qld, Australia
Royal Brisbane & Womens Hosp, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Brisbane, Qld, Australia
Maisrikrod, Shalisa
Henning, Lars
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James Cook Univ, Coll Publ Hlth Med & Vet Sci, Townsville, Qld, AustraliaPrincess Alexandra Hosp, Brisbane, Qld, Australia
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Cent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Int Initiat Spatial Lifecourse Epidemiol ISLE, Hong Kong, Peoples R ChinaCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Pan, Xiongfeng
Zhao, Li
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Int Initiat Spatial Lifecourse Epidemiol ISLE, Hong Kong, Peoples R China
Sichuan Univ, West China Sch Publ Hlth, Dept Hlth Policy & Management, Chengdu, Peoples R China
Sichuan Univ, West China Hosp 4, Chengdu, Peoples R China
Sichuan Univ, Res Ctr Hlth City Dev, Chengdu, Peoples R ChinaCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Zhao, Li
Luo, Jiayou
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Cent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Int Initiat Spatial Lifecourse Epidemiol ISLE, Hong Kong, Peoples R ChinaCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Luo, Jiayou
Li, Yinhao
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Sichuan Univ, West China Sch Publ Hlth, Dept Hlth Policy & Management, Chengdu, Peoples R China
Sichuan Univ, West China Hosp 4, Chengdu, Peoples R ChinaCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Li, Yinhao
Zhang, Lin
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Int Initiat Spatial Lifecourse Epidemiol ISLE, Hong Kong, Peoples R China
Univ Melbourne, Melbourne Sch Populat & Global Hlth, Victoria, Australia
Univ Melbourne, Ctr Canc Res, Victorian Comprehens Canc Ctr, Melbourne, Vic, AustraliaCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Zhang, Lin
Wu, Tong
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Int Initiat Spatial Lifecourse Epidemiol ISLE, Hong Kong, Peoples R China
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Beijing, Peoples R ChinaCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Wu, Tong
Smith, Melody
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Int Initiat Spatial Lifecourse Epidemiol ISLE, Hong Kong, Peoples R China
Univ Auckland, Sch Nursing, Auckland, New ZealandCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Smith, Melody
Dai, Shaoqing
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Int Initiat Spatial Lifecourse Epidemiol ISLE, Hong Kong, Peoples R China
Univ Twente, Fac Geoinformat Sci & Earth Observat, Enschede, NetherlandsCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Dai, Shaoqing
Jia, Peng
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Cent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China
Univ Twente, Fac Geoinformat Sci & Earth Observat, Enschede, Netherlands
Hong Kong Polytech Univ, Dept Land Surveying & Geoinformat, Hong Kong, Peoples R ChinaCent South Univ, Xiangya Sch Publ Hlth, Dept Maternal & Child Hlth, Changsha, Peoples R China