Accuracy of Adolescent Self-report of Height and Weight in Assessing Overweight Status: A Literature Review
Abstract
OBJECTIVE: To examine the accuracy of self-reported height and weight data to classify adolescent overweight status. Self-reported height and weight are commonly used with minimal consideration of accuracy. DATA SOURCES: Eleven studies (4 nationally representative, 7 convenience sample or locally based). STUDY SELECTION: Peer-reviewed articles of studies conducted in the United States that compared self-reported and directly measured height, weight, and/or body mass index data to classify overweight among adolescents. MAIN EXPOSURES: Self-reported and directly measured height and weight. MAIN OUTCOME MEASURES: Overweight prevalence; missing data, bias, and accuracy. RESULTS: Studies varied in examination of bias. Sensitivity of self-reported data for classification of overweight ranged from 55% to 76% (4 of 4 studies). Overweight prevalence was -0.4% to -17.7% lower when body mass index was based on self-reported data vs directly measured data (5 of 5 studies). Females underestimated weight more than males (ranges, -4.0 to -1.0 kg vs -2.6 to 1.5 kg, respectively) (9 of 9 studies); overweight individuals underestimated weight more than nonoverweight individuals (6 of 6 studies). Missing self-reported data ranged from 0% to 23% (9 of 9 studies). There was inadequate information on bias by age and race/ethnicity. CONCLUSIONS: Self-reported data are valuable if the only source of data. However, self-reported data underestimate overweight prevalence and there is bias by sex and weight status. Lower sensitivities of self-reported data indicate that one-fourth to one-half of those overweight would be missed. Other potential biases in self-reported data, such as across subgroups, need further clarification. The feasibility of collecting directly measured height and weight data on a state/community level should be explored because directly measured data are more accurate.
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Statistical reliability was assessed using the NCHS data presentation standards for proportions.
“Statistical reliability was assessed using the NCHS data presentation standards for proportions.23”
From Differences in Obesity Prevalence by Demographics and Urbanization in US Children and Adolescents, 2013-2016 (2018) · cites this paper as [23]
The NCHS metropolitan categories were collapsed for this analysis to increase sample size for subgroups and produce stable estimates based on the NCHS data presentation standards for proportions.
“The NCHS metropolitan categories were collapsed for this analysis to increase sample size for subgroups and produce stable estimates based on the NCHS data presentation standards for proportions.23”
From Differences in Obesity Prevalence by Demographics and Urbanization in US Children and Adolescents, 2013-2016 (2018) · cites this paper as [23]
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References 21 · Cited by 24
- Authors
- Sherry, B.
- Affiliations
- Centers for Disease Control and Prevention (US)
- Corresponding author
- Sherry, Bettylou
- Venue
- Archives of Pediatrics & Adolescent Medicine
- Publisher
- American Medical Association (AMA)
- Published
- 2007-12-01
- Volume
- 161
- Issue
- 12
- Pages
- 1154
- ISSN
- 1072-4710 (ISSN-L)
- OpenAlex
- W1571273655
- Cited by
- 24
- References
- 21
- Citations by year
- 2019: 2 · 2016: 2 · 2015: 2 · 2014: 3 · 2013: 3 · 2012: 2
- FWCI
- 2.75
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Archives of Pediatrics and Adolescent Medicine (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Keywords
- adolescent overweight, self-reported height and weight, measurement accuracy, body mass index, overweight prevalence, measurement bias, sensitivity
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