Cargando…
Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China
This study aims to investigate the effects and influencing mechanisms of regular physical activity (RPA) on the COVID-19 pandemic. Daily data from 279 prefecture-level cities in mainland China were collected from 1 January to 17 March 2020. A two-way fixed-effects model was used to identify the caus...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9517875/ https://www.ncbi.nlm.nih.gov/pubmed/36078405 http://dx.doi.org/10.3390/ijerph191710689 |
_version_ | 1784799047581696000 |
---|---|
author | Lin, Ruofei Hu, Xiaoli Chen, Shijun Huang, Junpei |
author_facet | Lin, Ruofei Hu, Xiaoli Chen, Shijun Huang, Junpei |
author_sort | Lin, Ruofei |
collection | PubMed |
description | This study aims to investigate the effects and influencing mechanisms of regular physical activity (RPA) on the COVID-19 pandemic. Daily data from 279 prefecture-level cities in mainland China were collected from 1 January to 17 March 2020. A two-way fixed-effects model was used to identify the causal relationship between physical activity and COVID-19, while also considering factors such as patterns of human behavior and socioeconomic conditions. The instrumental variable (IV) approach was applied to address potential endogeneity issues for a more accurate causal identification, and the mediating effect model was applied to examine the mechanisms of the influence of physical activity on the epidemic. We found that regular physical activity significantly improves individual immunity, which, in turn, leads to a reduction in the probability of being infected with COVID-19. Furthermore, we investigated the heterogeneity of the influence, finding that the negative impact of physical activity on the pandemic is more pronounced in the absence of adequate medical resources, strong awareness of prevention among residents, and fully implemented public health measures. Our results provide empirical evidence for the mechanisms of influence of physical activity on the pandemic. We would suggest that not only should physical activity be actively practiced during the pandemic, but also long-term regular exercise habits should be consciously cultivated to improve the ability of the individual immune system to better cope with sudden outbreaks of emerging infectious diseases. |
format | Online Article Text |
id | pubmed-9517875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95178752022-09-29 Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China Lin, Ruofei Hu, Xiaoli Chen, Shijun Huang, Junpei Int J Environ Res Public Health Article This study aims to investigate the effects and influencing mechanisms of regular physical activity (RPA) on the COVID-19 pandemic. Daily data from 279 prefecture-level cities in mainland China were collected from 1 January to 17 March 2020. A two-way fixed-effects model was used to identify the causal relationship between physical activity and COVID-19, while also considering factors such as patterns of human behavior and socioeconomic conditions. The instrumental variable (IV) approach was applied to address potential endogeneity issues for a more accurate causal identification, and the mediating effect model was applied to examine the mechanisms of the influence of physical activity on the epidemic. We found that regular physical activity significantly improves individual immunity, which, in turn, leads to a reduction in the probability of being infected with COVID-19. Furthermore, we investigated the heterogeneity of the influence, finding that the negative impact of physical activity on the pandemic is more pronounced in the absence of adequate medical resources, strong awareness of prevention among residents, and fully implemented public health measures. Our results provide empirical evidence for the mechanisms of influence of physical activity on the pandemic. We would suggest that not only should physical activity be actively practiced during the pandemic, but also long-term regular exercise habits should be consciously cultivated to improve the ability of the individual immune system to better cope with sudden outbreaks of emerging infectious diseases. MDPI 2022-08-27 /pmc/articles/PMC9517875/ /pubmed/36078405 http://dx.doi.org/10.3390/ijerph191710689 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lin, Ruofei Hu, Xiaoli Chen, Shijun Huang, Junpei Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China |
title | Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China |
title_full | Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China |
title_fullStr | Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China |
title_full_unstemmed | Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China |
title_short | Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China |
title_sort | sports participation and anti-epidemic: empirical evidence on the influence of regular physical activity on the covid-19 pandemic in mainland china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9517875/ https://www.ncbi.nlm.nih.gov/pubmed/36078405 http://dx.doi.org/10.3390/ijerph191710689 |
work_keys_str_mv | AT linruofei sportsparticipationandantiepidemicempiricalevidenceontheinfluenceofregularphysicalactivityonthecovid19pandemicinmainlandchina AT huxiaoli sportsparticipationandantiepidemicempiricalevidenceontheinfluenceofregularphysicalactivityonthecovid19pandemicinmainlandchina AT chenshijun sportsparticipationandantiepidemicempiricalevidenceontheinfluenceofregularphysicalactivityonthecovid19pandemicinmainlandchina AT huangjunpei sportsparticipationandantiepidemicempiricalevidenceontheinfluenceofregularphysicalactivityonthecovid19pandemicinmainlandchina |