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The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe
The novel coronavirus disease 2019 (COVID-19) has caused a global pandemic. Some studies have suggested a negative association between sunlight intensity and COVID-19 infection, alluding to the belief that it might be safe to go out on sunny days. This paper examined whether solar radiation mitigate...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329906/ https://www.ncbi.nlm.nih.gov/pubmed/34342824 http://dx.doi.org/10.1007/s11356-021-15738-w |
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author | Zhao, Wenyu Zhu, Yongjian Xie, Jingui Zheng, Zhichao Luo, Haidong Ooi, Oon Cheong |
author_facet | Zhao, Wenyu Zhu, Yongjian Xie, Jingui Zheng, Zhichao Luo, Haidong Ooi, Oon Cheong |
author_sort | Zhao, Wenyu |
collection | PubMed |
description | The novel coronavirus disease 2019 (COVID-19) has caused a global pandemic. Some studies have suggested a negative association between sunlight intensity and COVID-19 infection, alluding to the belief that it might be safe to go out on sunny days. This paper examined whether solar radiation mitigated the association between human mobility and COVID-19 infection in Europe using a dynamic panel data model to investigate the effect of human mobility, solar radiation, and their interaction on COVID-19 infection. The results revealed that outgoing mobility was positively correlated and solar radiation was negatively correlated with COVID-19 infection at lag levels of 1, 2, and 3 weeks. The coefficients of the interaction items indicated that solar radiation negatively moderated the relationship between outgoing mobility and the number of daily new confirmed cases at 2- and 3-week lag levels. However, the moderating effect was limited and unable to eliminate the positive effect of outgoing mobility on COVID-19 infection. Thus, these results suggested that solar radiation only weakly mitigated the relationship between human mobility and COVID-19 infection, providing policy implications that mobility should still be restricted on sunny days during the COVID-19 pandemic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-021-15738-w. |
format | Online Article Text |
id | pubmed-8329906 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-83299062021-08-03 The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe Zhao, Wenyu Zhu, Yongjian Xie, Jingui Zheng, Zhichao Luo, Haidong Ooi, Oon Cheong Environ Sci Pollut Res Int Research Article The novel coronavirus disease 2019 (COVID-19) has caused a global pandemic. Some studies have suggested a negative association between sunlight intensity and COVID-19 infection, alluding to the belief that it might be safe to go out on sunny days. This paper examined whether solar radiation mitigated the association between human mobility and COVID-19 infection in Europe using a dynamic panel data model to investigate the effect of human mobility, solar radiation, and their interaction on COVID-19 infection. The results revealed that outgoing mobility was positively correlated and solar radiation was negatively correlated with COVID-19 infection at lag levels of 1, 2, and 3 weeks. The coefficients of the interaction items indicated that solar radiation negatively moderated the relationship between outgoing mobility and the number of daily new confirmed cases at 2- and 3-week lag levels. However, the moderating effect was limited and unable to eliminate the positive effect of outgoing mobility on COVID-19 infection. Thus, these results suggested that solar radiation only weakly mitigated the relationship between human mobility and COVID-19 infection, providing policy implications that mobility should still be restricted on sunny days during the COVID-19 pandemic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-021-15738-w. Springer Berlin Heidelberg 2021-08-03 2022 /pmc/articles/PMC8329906/ /pubmed/34342824 http://dx.doi.org/10.1007/s11356-021-15738-w Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Research Article Zhao, Wenyu Zhu, Yongjian Xie, Jingui Zheng, Zhichao Luo, Haidong Ooi, Oon Cheong The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe |
title | The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe |
title_full | The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe |
title_fullStr | The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe |
title_full_unstemmed | The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe |
title_short | The moderating effect of solar radiation on the association between human mobility and COVID-19 infection in Europe |
title_sort | moderating effect of solar radiation on the association between human mobility and covid-19 infection in europe |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329906/ https://www.ncbi.nlm.nih.gov/pubmed/34342824 http://dx.doi.org/10.1007/s11356-021-15738-w |
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