Open AccessDifferences in body mass index based on self‐reported versus measured data from women veterans
Author(s) -
Breland Jessica Y.,
Joyce Vilija R.,
Frayne Susan M.,
Phibbs Ciaran
Publication year - 2020
Publication title -
obesity science and practice
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.654
H-Index - 14
ISSN - 2055-2238
DOI - 10.1002/osp4.421
Subject(s) - medicine , body mass index , overweight , demography , concordance , obesity , cohen's kappa , birth certificate , kappa , statistics , population , sociology , linguistics , philosophy , mathematics , environmental health
Summary Objective The objective was to compare differences in body mass index (BMI) calculated with self‐reported versus clinically measured pre‐conception data from women veterans in California. Methods Veterans Health Administration (VHA) and California state birth certificate data were used to develop a cohort of women who gave birth from 2007–2012 and had VHA data available to calculate BMI ( N = 1,326 mothers, 1,473 births). Weighted Kappa statistics assessed concordance between self‐reported and measured BMI. A linear mixed‐effects model with maximum likelihood estimation, adjusted for mother as a random effect, assessed correlates of differences in BMI. Results Mean BMI was in the overweight range based on self‐reported (26.2 kg/m 2 , SD: 5.2) and measured (26.8 kg/m 2 , SD: 5.2) data. Weighted Kappa statistics indicated good agreement between self‐reported and measured BMI (0.73, 95% CI: 0.70, 0.76). Compared to the normal weight group, groups with overweight or obesity were significantly more likely to have lower BMIs when calculated using self‐reported versus measured heights and weights, in unadjusted and adjusted models. The finding was pronounced for class 3 obesity, which was associated with a BMI underestimation of 6.4 kg/m 2 . Conclusions Epidemiologic research that guides the clinical care of pregnant women should account for potential under‐estimation of BMI in heavier women, and perform direct measurement where feasible.