Self-Reported Versus Accelerometer-Measured Physical Activity and Biomarkers Among NHANES Youth

J Phys Act Health. 2015 May;12(5):708-16. doi: 10.1123/jpah.2013-0193. Epub 2014 Jun 4.

Abstract

Background: Discrepancies in self-report and accelerometer-measured moderate-to-vigorous physical activity (MVPA) may influence relationships with obesity-related biomarkers in youth.

Methods: Data came from 2003-2006 National Health and Nutrition Examination Surveys (NHANES) for 2174 youth ages 12 to 19. Biomarkers were: body mass index (BMI, kg/m2), BMI percentile, height and waist circumference (WC, cm), triceps and subscapular skinfolds (mm), systolic & diastolic blood pressure (BP, mmHg), high-density lipoprotein (HDL, mg/dL), total cholesterol (mg/dL), triglycerides (mg/dL), insulin (μU/ml), C-reactive protein (mg/dL), and glycohemoglobin (%). In separate sex-stratified models, each biomarker was regressed on accelerometer variables [mean MVPA (min/day), nonsedentary counts, and MVPA bouts (mean min/day)] and self-reported MVPA. Covariates were age, race/ethnicity, SES, physical limitations, and asthma.

Results: In boys, correlations between self-report and accelerometer MVPA were stronger (boys: r = 0.14-0.21; girls: r = 0.07-0.11; P < .010) and there were significant associations with BMI, WC, triceps skinfold, and SBP and accelerometer MVPA (P < .01). In girls, there were no significant associations between biomarkers and any measures of physical activity.

Conclusions: Physical activity measures should be selected based on the outcome of interest and study population; however, associations between PA and these biomarkers appear to be weak regardless of the measure used.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Accelerometry / instrumentation
  • Accelerometry / statistics & numerical data*
  • Adolescent
  • Biomarkers / metabolism*
  • Body Mass Index
  • C-Reactive Protein / metabolism
  • Cholesterol / blood
  • Exercise / physiology*
  • Female
  • Humans
  • Insulin / blood
  • Male
  • Motor Activity / physiology*
  • Nutrition Surveys
  • Obesity / epidemiology
  • Self Report*
  • Triglycerides / blood
  • Waist Circumference / physiology

Substances

  • Biomarkers
  • Insulin
  • Triglycerides
  • C-Reactive Protein
  • Cholesterol