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Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016
INTRODUCTION: Diabetes is a major public health problem that is strongly influenced by lifestyle-related factors, with previous epidemiologic studies finding an inverse relationship between physical activity and the prevalence of diabetes. We aimed to quantify the prevalence of diabetes and determin...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Healthcare
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7261295/ https://www.ncbi.nlm.nih.gov/pubmed/32323158 http://dx.doi.org/10.1007/s13300-020-00817-x |
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author | Zhao, Fanfan Wu, Wentao Feng, Xiaojie Li, Chengzhuo Han, Didi Guo, Xiaojuan Lyu, Jun |
author_facet | Zhao, Fanfan Wu, Wentao Feng, Xiaojie Li, Chengzhuo Han, Didi Guo, Xiaojuan Lyu, Jun |
author_sort | Zhao, Fanfan |
collection | PubMed |
description | INTRODUCTION: Diabetes is a major public health problem that is strongly influenced by lifestyle-related factors, with previous epidemiologic studies finding an inverse relationship between physical activity and the prevalence of diabetes. We aimed to quantify the prevalence of diabetes and determine whether a dose-response relationship is present between physical activity levels and diabetes. METHODS: Population characteristics were compared between diabetic and nondiabetic subjects. Multiple logistic regression models were used to assess the association between different levels of physical activity and diabetes. Restricted cubic spline analysis was used to examine the dose-response relationship between physical activity and diabetes prevalence. RESULTS: Compared with those in the lowest physical activity quartile, participants in the highest quartile had a 42% lower prevalence of diabetes (odds ratio = 0.58, 95% confidence interval = 0.44–0.75, p < 0.001). A nonlinear dose-response relationship was observed (p nonlinearity < 0.05), with increased physical activity associated with a decreased prevalence of diabetes, with steeper reductions in the prevalence of diabetes at low activity levels than at high activity levels. These results were robust in both subgroup and sensitivity analyses. CONCLUSIONS: Higher levels of physical activity are associated with a lower prevalence of diabetes. The data indicated the presence of a nonlinear dose-response relationship in all of the included subjects, with steeper reductions in the prevalence of diabetes at low activity levels than at high activity levels. Increasing physical activity is therefore potentially a useful intervention for reducing the prevalence of diabetes. |
format | Online Article Text |
id | pubmed-7261295 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-72612952020-06-11 Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016 Zhao, Fanfan Wu, Wentao Feng, Xiaojie Li, Chengzhuo Han, Didi Guo, Xiaojuan Lyu, Jun Diabetes Ther Original Research INTRODUCTION: Diabetes is a major public health problem that is strongly influenced by lifestyle-related factors, with previous epidemiologic studies finding an inverse relationship between physical activity and the prevalence of diabetes. We aimed to quantify the prevalence of diabetes and determine whether a dose-response relationship is present between physical activity levels and diabetes. METHODS: Population characteristics were compared between diabetic and nondiabetic subjects. Multiple logistic regression models were used to assess the association between different levels of physical activity and diabetes. Restricted cubic spline analysis was used to examine the dose-response relationship between physical activity and diabetes prevalence. RESULTS: Compared with those in the lowest physical activity quartile, participants in the highest quartile had a 42% lower prevalence of diabetes (odds ratio = 0.58, 95% confidence interval = 0.44–0.75, p < 0.001). A nonlinear dose-response relationship was observed (p nonlinearity < 0.05), with increased physical activity associated with a decreased prevalence of diabetes, with steeper reductions in the prevalence of diabetes at low activity levels than at high activity levels. These results were robust in both subgroup and sensitivity analyses. CONCLUSIONS: Higher levels of physical activity are associated with a lower prevalence of diabetes. The data indicated the presence of a nonlinear dose-response relationship in all of the included subjects, with steeper reductions in the prevalence of diabetes at low activity levels than at high activity levels. Increasing physical activity is therefore potentially a useful intervention for reducing the prevalence of diabetes. Springer Healthcare 2020-04-22 2020-06 /pmc/articles/PMC7261295/ /pubmed/32323158 http://dx.doi.org/10.1007/s13300-020-00817-x Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Zhao, Fanfan Wu, Wentao Feng, Xiaojie Li, Chengzhuo Han, Didi Guo, Xiaojuan Lyu, Jun Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016 |
title | Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016 |
title_full | Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016 |
title_fullStr | Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016 |
title_full_unstemmed | Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016 |
title_short | Physical Activity Levels and Diabetes Prevalence in US Adults: Findings from NHANES 2015–2016 |
title_sort | physical activity levels and diabetes prevalence in us adults: findings from nhanes 2015–2016 |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7261295/ https://www.ncbi.nlm.nih.gov/pubmed/32323158 http://dx.doi.org/10.1007/s13300-020-00817-x |
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