The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015

Abstract Background The inverse association between physical activity and body fat percentage (%) varies among different populations. We aim to examine whether the significant association between them was uniform across the subpopulations after taking into account body mass index (BMI). Methods Our...

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Main Authors: Qinpei Zou, Chang Su, Wenwen Du, Yifei Ouyang, Huijun Wang, Zhihong Wang, Gangqiang Ding, Bing Zhang
Format: Article
Language:English
Published: BMC 2020-05-01
Series:BMC Public Health
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12889-020-08832-0
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spelling doaj-a24807929a60404caad27de266d8ae132020-11-25T03:21:59ZengBMCBMC Public Health1471-24582020-05-0120111210.1186/s12889-020-08832-0The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015Qinpei Zou0Chang Su1Wenwen Du2Yifei Ouyang3Huijun Wang4Zhihong Wang5Gangqiang Ding6Bing Zhang7National Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionAbstract Background The inverse association between physical activity and body fat percentage (%) varies among different populations. We aim to examine whether the significant association between them was uniform across the subpopulations after taking into account body mass index (BMI). Methods Our study relied on data from China Health and Nutrition Surveys in 2015, including 5763 participants aged 40–64 years from 15 regions. Physical activity was calculated as metabolic equivalent task hours per day (MET·h/d). Body fat% was measured by bioelectrical impedance analysis. Body mass index < 24 kg/m2 was defined as normal weight and BMI ≥ 24 kg/m2 was overweight/obese. The effects of physical activity on body fat% were estimated using the Kruskal-Wallis test among sex, age, BMI groups, education, income, region and urbanization. Quantile regression analyses were utilized to describe the relationship between physical activity and body fat% distribution. Results Older adults, overweight/obese, higher education, higher income, residents of central China and those living in areas of higher urbanization had the lower physical activity. Participants who engaged in the highest level of physical activity had 2.0 and 1.5% lower body fat% than the lowest level of physical activity group (23.4, 34.8%) for men and women, respectively. There were 10.4 and 8.8% of normal weight males and females called normal weight obese. Overall, 1 h extra 4.5 MET•h/d was significantly associated with 0.079 and 0.110% less total body fat% at the 75th and 90th percentiles in normal weight males, with 0.071% less at the 25th percentiles in overweight/obese males, with 0.046–0.098% less at the 25th to 90th percentiles in normal weight females, and with 0.035–0.037% less from the 50th to 90th percentiles in overweight/obese females. The inverse association between physical activity and total body fat% was stronger in normal weight obese participants than other subgroups. Conclusions In middle-aged Chinese adults, the inverse association between physical activity and body fat% was only in particular subpopulations rather than the entire population. We should pay much attention to normal weight obese and give a suitable physical activity guideline taking into account people with different body fat%.http://link.springer.com/article/10.1186/s12889-020-08832-0Body fat percentagePhysical activityObeseMiddle-aged adults
collection DOAJ
language English
format Article
sources DOAJ
author Qinpei Zou
Chang Su
Wenwen Du
Yifei Ouyang
Huijun Wang
Zhihong Wang
Gangqiang Ding
Bing Zhang
spellingShingle Qinpei Zou
Chang Su
Wenwen Du
Yifei Ouyang
Huijun Wang
Zhihong Wang
Gangqiang Ding
Bing Zhang
The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015
BMC Public Health
Body fat percentage
Physical activity
Obese
Middle-aged adults
author_facet Qinpei Zou
Chang Su
Wenwen Du
Yifei Ouyang
Huijun Wang
Zhihong Wang
Gangqiang Ding
Bing Zhang
author_sort Qinpei Zou
title The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015
title_short The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015
title_full The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015
title_fullStr The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015
title_full_unstemmed The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015
title_sort association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: china health and nutrition survey in 2015
publisher BMC
series BMC Public Health
issn 1471-2458
publishDate 2020-05-01
description Abstract Background The inverse association between physical activity and body fat percentage (%) varies among different populations. We aim to examine whether the significant association between them was uniform across the subpopulations after taking into account body mass index (BMI). Methods Our study relied on data from China Health and Nutrition Surveys in 2015, including 5763 participants aged 40–64 years from 15 regions. Physical activity was calculated as metabolic equivalent task hours per day (MET·h/d). Body fat% was measured by bioelectrical impedance analysis. Body mass index < 24 kg/m2 was defined as normal weight and BMI ≥ 24 kg/m2 was overweight/obese. The effects of physical activity on body fat% were estimated using the Kruskal-Wallis test among sex, age, BMI groups, education, income, region and urbanization. Quantile regression analyses were utilized to describe the relationship between physical activity and body fat% distribution. Results Older adults, overweight/obese, higher education, higher income, residents of central China and those living in areas of higher urbanization had the lower physical activity. Participants who engaged in the highest level of physical activity had 2.0 and 1.5% lower body fat% than the lowest level of physical activity group (23.4, 34.8%) for men and women, respectively. There were 10.4 and 8.8% of normal weight males and females called normal weight obese. Overall, 1 h extra 4.5 MET•h/d was significantly associated with 0.079 and 0.110% less total body fat% at the 75th and 90th percentiles in normal weight males, with 0.071% less at the 25th percentiles in overweight/obese males, with 0.046–0.098% less at the 25th to 90th percentiles in normal weight females, and with 0.035–0.037% less from the 50th to 90th percentiles in overweight/obese females. The inverse association between physical activity and total body fat% was stronger in normal weight obese participants than other subgroups. Conclusions In middle-aged Chinese adults, the inverse association between physical activity and body fat% was only in particular subpopulations rather than the entire population. We should pay much attention to normal weight obese and give a suitable physical activity guideline taking into account people with different body fat%.
topic Body fat percentage
Physical activity
Obese
Middle-aged adults
url http://link.springer.com/article/10.1186/s12889-020-08832-0
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