Associations Between Physical Activity and Metabolic Syndrome: Comparison Between Self-Report and Accelerometry

Am J Health Promot. 2016 Jan-Feb;30(3):155-62. doi: 10.4278/ajhp.121127-QUAN-576. Epub 2015 Mar 25.

Abstract

Purpose: To assess the relationship between self-reported and objectively measured physical activity (PA) and metabolic syndrome and its risk factors in U.S. adults.

Design: A cross-sectional design was used for this study.

Setting: The study was set among a nationally representative sample of U.S. adults.

Subjects: Adults, ages 20 years and older, from the National Health and Nutrition Examination Survey (NHANES) 2003-2006 (n = 5580) participated in the study.

Measures: PA measures included minutes per week of moderate plus vigorous PA estimated by self-report (MVPAsr), total 7-day accelerometry (MVPAa), and accelerometer-based MVPA performed in 10-minute bouts (MVPAb). Risk factors for metabolic syndrome included blood pressure, high-density lipoprotein cholesterol, triglycerides, glucose, and waist circumference.

Analysis: Odds ratios (ORs) for having metabolic syndrome were calculated for men and women who met the Physical Activity Guidelines for Americans compared to those who did not.

Results: Women who did not meet the PA guidelines had significantly greater odds of having metabolic syndrome according to MVPAsr (OR = 2.20; 95% confidence interval [CI] = 1.65-2.94), MVPAa (OR = 4.40; 95% CI = 2.65-7.31), and MVPAb (OR = 2.91; 95% CI = 1.42-5.96). Men had significantly higher odds of having metabolic syndrome according to MVPAa (OR = 2.57; 95% CI = 1.91-3.45) and MVPAb (OR = 2.83; 95% CI = 1.55-5.17), but not MVPAsr. These ORs remained significant after adjusting for all potential confounders except body mass index, after which only MVPAsr in women and MVPAb in men remained significant.

Conclusion: Individuals who do not meet the PA guidelines exhibited greater odds of having metabolic syndrome. This relationship tended to be stronger for objective PA measures than for self-report.

Keywords: Guidelines; Health focus: fitness/physical activity; Manuscript format: research; NHANES; Objective; Outcome measure: biometric, morbidity; Prevention Research; Research purpose: relationship testing; Risk Factors; Setting: national; Strategy: behavior change; Study design: cross-sectional; Target population age: adults; Target population circumstances: all education levels, all income levels, all U.S. locations, all races/ethnicities.

Publication types

  • Comparative Study

MeSH terms

  • Accelerometry*
  • Adult
  • Aged
  • Aged, 80 and over
  • Blood Pressure
  • Cholesterol, HDL / blood
  • Cross-Sectional Studies
  • Exercise / physiology*
  • Female
  • Humans
  • Male
  • Metabolic Syndrome / physiopathology*
  • Middle Aged
  • Motor Activity / physiology*
  • Risk Factors
  • Sedentary Behavior
  • Self Report*
  • Triglycerides / blood
  • United States
  • Waist Circumference
  • Young Adult

Substances

  • Cholesterol, HDL
  • Triglycerides