Examining validity of body mass index calculated using height and weight data from the US driver license

被引:18
作者
Chernenko, Alla [1 ]
Meeks, Huong [2 ]
Smith, Ken R. [2 ,3 ]
机构
[1] Univ Utah, Dept Sociol, 390 South 1530 East,Rm 301, Salt Lake City, UT 84112 USA
[2] Univ Utah, Huntsman Canc Inst, Populat Sci, 2000 Circle Hope, Salt Lake City, UT 84112 USA
[3] Univ Utah, Dept Family & Consumer Studies, 225 South 1400 East Alfred Emery Bldg 228, Salt Lake City, UT 84112 USA
基金
美国国家卫生研究院;
关键词
Body mass index; Self-report; Bias; Driver license; SELF-REPORTED HEIGHT; WAIST CIRCUMFERENCE; HEALTH-RISKS; OBESITY; BMI; OVERWEIGHT; ACCURACY; WOMEN; UNDERWEIGHT; ADULTS;
D O I
10.1186/s12889-019-6391-3
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
BackgroundDriver license departments in many US states collect data on individuals' height and weight. These data can be useful to researchers in epidemiological and public health studies. As height and weight on driver license are self-reported, they may be prone to reporting bias. We compare height and weight obtained from driver license records and clinically measured height and weight, as well as body mass index (BMI) values calculated using the two data sources for the same individual.MethodsWe linked individual height and weight records obtained from the Driver License Division (DLD) in the Utah Department of Public Safety to clinical records from one of the largest healthcare providers in the state of Utah. We then calculated average differences between height, weight and BMI values separately for women and men in the sample, as well as discrepancies between the two sets of measures by age and BMI category. We examined how well self-reported height and weight from the driver licenses classify individuals into specific BMI categories based on clinical measures. Finally, we used two sets of BMI values to estimate individuals' relative risk of type II diabetes.ResultsIndividuals, on average, tend to overestimate their height and underestimate their weight. Consequently, the value of BMI calculated using driver license records is lower than BMI calculated using clinical measurements. The discrepancy varies by age and by BMI category. Despite the discrepancy, BMI based on self-reported height and weight allows for accurate categorization of individuals at the higher end of the BMI scale, such as the obese. When used as predictors of relative risk of type II diabetes, both sets of BMI values yield similar risk estimates.ConclusionsData on height and weight from driver license data can be a useful asset for monitoring population health in states where such information is collected, despite the degree of misreporting associated with self-report.
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页数:11
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共 48 条
[1]   Socioeconomic, psychosocial, behavioural, and psychological determinants of BMI among young women:: differing patterns for underweight and overweight/obesity [J].
Ali, Sadiq Mohammad ;
Lindstrom, Martin .
EUROPEAN JOURNAL OF PUBLIC HEALTH, 2006, 16 (03) :324-330
[2]   Waist-to-height ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: systematic review and meta-analysis [J].
Ashwell, M. ;
Gunn, P. ;
Gibson, S. .
OBESITY REVIEWS, 2012, 13 (03) :275-286
[3]   Accuracy of the estimated prevalence of obesity from self reported height and weight in an adult Scottish population [J].
Bolton-Smith, C ;
Woodward, M ;
Tunstall-Pedoe, H ;
Morrison, C .
JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2000, 54 (02) :143-148
[4]   Accuracy of Body Mass Index Categories Based on Self-Reported Height and Weight Among Women in the United States [J].
Craig, Benjamin M. ;
Adams, Alexandra K. .
MATERNAL AND CHILD HEALTH JOURNAL, 2009, 13 (04) :489-496
[5]   Accuracy of self-reported body weight, height and waist circumference in a Dutch overweight working population [J].
Dekkers, Johanna C. ;
van Wier, Marieke F. ;
Hendriksen, Ingrid J. M. ;
Twisk, Jos W. R. ;
van Mechelen, Willem .
BMC MEDICAL RESEARCH METHODOLOGY, 2008, 8 (1)
[6]   BMI does not accurately predict overweight in Asian Indians in northern India [J].
Dudeja, V ;
Misra, A ;
Pandey, RM ;
Devina, G ;
Kumar, G ;
Vikram, NK .
BRITISH JOURNAL OF NUTRITION, 2001, 86 (01) :105-112
[7]   The usefulness of "corrected" body mass index vs. self-reported body mass index: comparing the population distributions, sensitivity, specificity, and predictive utility of three correction equations using Canadian population-based data [J].
Dutton, Daniel J. ;
McLaren, Lindsay .
BMC PUBLIC HEALTH, 2014, 14
[8]   Accuracy of self-reported height and weight in women: An integrative review of the literature [J].
Engstrom, JL ;
Paterson, SA ;
Doherty, A ;
Trabulsi, M ;
Speer, KL .
JOURNAL OF MIDWIFERY & WOMENS HEALTH, 2003, 48 (05) :338-345
[9]   Excess deaths associated with underweight, overweight, and obesity [J].
Flegal, KM ;
Graubard, BI ;
Williamson, DF ;
Gail, MH .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2005, 293 (15) :1861-1867
[10]  
Flegal KM, 2017, AM J EPIDEMIOL