Validity of self-reported weight and height for BMI classification: A cross-sectional study among young adults

Nutrition. 2020 Mar:71:110622. doi: 10.1016/j.nut.2019.110622. Epub 2019 Oct 21.

Abstract

Objective: The aim of this study was to validate self-reported anthropometric measurements and body mass index (BMI) classifications in a young adult population.

Methods: Both self-reported and directly measured weight and height of 100 young adults 18 to 30 y of age were collected. Participants were measured at one of two university clinics by two research dietitians and within 2 wk self-reported their body weight and height via a questionnaire as part of a larger study. BMI was calculated and categorized according to the World Health Organization's cut-points for underweight, healthy weight, and overweight or obesity. The validity of measured against self-reported weight and height was examined using Pearson's correlation, Bland-Altman plots, and Cohen's kappa statistic.

Results: Strong correlation was observed between measured and self-reported weight (r = 0.99; P < 0.001), height (r = 0.95; P < 0.001), and BMI (r = 0.94; P < 0.001). Bland-Altman plots indicated that the mean difference between self-reported and direct BMI measurements were small in the total sample (0.1 kg/m2). The majority of values fell within the limits of agreement (2 SD), with random scatter plots and no systemic bias detected. The classification of BMI from self-reported and direct measurements showed that 88% were placed in the equivalent weight category with very good agreement Cohen's kappa (0.76; 95% confidence interval, 0.63-0.89; P < 0.001).

Conclusions: Good agreement was detected between self-reported and direct anthropometric measurements. The criticism of self-reported anthropometric measurements is unwarranted. The findings provide support for using self-reported height and weight data for research in Australian young adults when direct measurements are not feasible.

Keywords: BMI; Height; Self-report; Weight; Young adult.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Adolescent
  • Adult
  • Anthropometry*
  • Australia
  • Body Height*
  • Body Mass Index*
  • Body Weight*
  • Cross-Sectional Studies
  • Female
  • Humans
  • Male
  • Reproducibility of Results
  • Self Report / standards*
  • Self Report / statistics & numerical data
  • Young Adult