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Updated: Sep 6, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Association between physical activity energy expenditure and cardiometabolic risk factor clustering among Chinese
Xiaorong Chen1, Mei Zhang1, Limin Wang1
1National Center for Chronic and Non-communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.
Abstract:
To understand the association between cardiometabolic risk factor (CMRF) clustering and physical activity (PA) levels, we included 86520 Chinese adults aged 18-64 years having at least one CMRF (hypertension, diabetes, dyslipidemia, or obesity) from the China Chronic Disease and Nutrition Surveillance survey in 2015, a nationally and provincially representative investigation with a multistage clustering sampling design. Self-reported PA information was collected with the Global Physical Activity Questionnaire through face-to-face interviews. In view of the obesity epidemic in CMRF patients, PA energy expenditure (PAEE) per kilogram body weight was used, and was defined into four categories: (i) inactivity: 0 kJ/kg/day; (ii) low activity: 0-5 kJ/kg/day; (iii) moderate activity: 6-11 kJ/kg/day; and (iv) vigorous activity: ≥ 12 kJ/kg/day. The estimated weighted prevalence (95% confidence interval [CI]) of having 1, 2, 3, and 4 CMRFs was 60.57% (59.48%-61.67%), 28.10% (27.40%-28.79%), 9.82% (9.22%-15.42%) and 1.50% (1.37%-1.63%), respectively. The rate (95%CI) of inactivity, low activity, moderate activity, and vigorous activity was 34.52% (32.69%-36.35%), 22.22% (21.37%-23.37%), 15.98% (15.38%-16.58%) and 27.28% (26.02%-28.53%), respectively. For those having 2, 3 and 4 CMRFs (compared to those having 1 CMRF), the adjusted odds ratio (95%CI) for moderate activity and vigorous activity were 0.91 (0.85-0.98) and 0.92 (0.85-0.99), 0.87 (0.80-0.95) and 0.84 (0.77-0.92), and 0.77 (0.67-0.89) and 0.85 (0.72-1.00), respectively. In conclusion, CMRF clustering was a pandemic among Chinese adults in 2015 and was inversely associated with PA level. PAEE (in kJ/kg/day) may be introduced into PA management practice, especially for populations with high body weight.
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