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Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy
The cyclicality of public health in the emerging market is underexplored in existing literature. In this study, we used a fixed effect model and provincial data to document how public health varies with the business cycle in China over the period of 2010–2019. The estimated results showed that the b...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8787688/ https://www.ncbi.nlm.nih.gov/pubmed/35087786 http://dx.doi.org/10.3389/fpubh.2021.793404 |
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author | Zhang, Xing Xu, Yingying |
author_facet | Zhang, Xing Xu, Yingying |
author_sort | Zhang, Xing |
collection | PubMed |
description | The cyclicality of public health in the emerging market is underexplored in existing literature. In this study, we used a fixed effect model and provincial data to document how public health varies with the business cycle in China over the period of 2010–2019. The estimated results showed that the business cycle is negatively correlated with the mortality of infectious disease, a proxy variable of public health, thus indicating that public health exhibits a countercyclical pattern in China. Furthermore, we investigated the potential moderating role of public health education and digital economy development in the relationship between business cycle and public health. Our findings suggested that public health education and digital economy development can mitigate the damage of economic conditions on public health in China. Health education helps the public obtain more professional knowledge about diseases and then induces effective preventions. Compared with traditional economic growth, digital economy development can avoid environmental pollution which affects public health. Also, it ensures that state-of-the-art medical services are available for the public through e-health. In addition, digitalization assures that remote working is practicable and reduces close contact during epidemics such as COVID-19. The conclusions stand when subjected to several endogeneity and robustness checks. Therefore, the paper implies that these improvements in public health education and digitalization can help the government in promoting public health. |
format | Online Article Text |
id | pubmed-8787688 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87876882022-01-26 Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy Zhang, Xing Xu, Yingying Front Public Health Public Health The cyclicality of public health in the emerging market is underexplored in existing literature. In this study, we used a fixed effect model and provincial data to document how public health varies with the business cycle in China over the period of 2010–2019. The estimated results showed that the business cycle is negatively correlated with the mortality of infectious disease, a proxy variable of public health, thus indicating that public health exhibits a countercyclical pattern in China. Furthermore, we investigated the potential moderating role of public health education and digital economy development in the relationship between business cycle and public health. Our findings suggested that public health education and digital economy development can mitigate the damage of economic conditions on public health in China. Health education helps the public obtain more professional knowledge about diseases and then induces effective preventions. Compared with traditional economic growth, digital economy development can avoid environmental pollution which affects public health. Also, it ensures that state-of-the-art medical services are available for the public through e-health. In addition, digitalization assures that remote working is practicable and reduces close contact during epidemics such as COVID-19. The conclusions stand when subjected to several endogeneity and robustness checks. Therefore, the paper implies that these improvements in public health education and digitalization can help the government in promoting public health. Frontiers Media S.A. 2022-01-11 /pmc/articles/PMC8787688/ /pubmed/35087786 http://dx.doi.org/10.3389/fpubh.2021.793404 Text en Copyright © 2022 Zhang and Xu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Zhang, Xing Xu, Yingying Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy |
title | Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy |
title_full | Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy |
title_fullStr | Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy |
title_full_unstemmed | Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy |
title_short | Business Cycle and Public Health: The Moderating Role of Health Education and Digital Economy |
title_sort | business cycle and public health: the moderating role of health education and digital economy |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8787688/ https://www.ncbi.nlm.nih.gov/pubmed/35087786 http://dx.doi.org/10.3389/fpubh.2021.793404 |
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