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Updated: May 2, 2026

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Ethnic disparities in objectively measured physical activity may be due to occupational activity
Jennifer L Gay1, David M Buchner2
1Department of Health Promotion and Behavior, University of Georgia, Athens, GA, USA.
Objectives:
We examined whether Mexican American adults report occupations that involve higher levels of objectively assessed physical activity compared with Non-Hispanic White and Black adults, and if the differences were independent of income.
Methods:
Data from the 2003-2004 National Health and Nutrition Examination Survey (NHANES; N=2707) were analyzed in 2012-2013. An existing classification scheme was used to classify self-reported occupation as sedentary, low-active, or moderately active. From NHANES accelerometer data, proportion of wear time was stratified by intensity.
Results:
A dose-response relationship was found such that workers in more active occupations spent more time in light-intensity activity and less time engaged in sedentary activities. The findings did not suggest a compensation effect for moderate-to-vigorous intensity physical activity. Mexican American adults engaged in more activity than Non-Hispanic Black or White adults for incomes between $10,000 and $64,999.
Conclusions:
Mexican American adults may have higher total physical activity levels in NHANES because of occupational activity, particularly among lower income households. To the extent that light-intensity activity may provide health benefits, occupational activity may partly explain the Hispanic paradox.
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