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...

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Main Authors: ZHAO, Wenyu, ZHU, Yongjian, XIE, Jingui, ZHENG, Zhichao, LUO, Haidong, OOI, Oon Cheong
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/lkcsb_research/6954
https://ink.library.smu.edu.sg/context/lkcsb_research/article/7953/viewcontent/11356_2021_Article_15738_pvoa.pdf
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spelling sg-smu-ink.lkcsb_research-79532022-03-04T05:46:51Z 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 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. 2022-01-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/lkcsb_research/6954 info:doi/10.1007/s11356-021-15738-w https://ink.library.smu.edu.sg/context/lkcsb_research/article/7953/viewcontent/11356_2021_Article_15738_pvoa.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection Lee Kong Chian School Of Business eng Institutional Knowledge at Singapore Management University COVID-19 Human mobility Moderating effect Solar radiation Operations and Supply Chain Management Place and Environment Public Health
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic COVID-19
Human mobility
Moderating effect
Solar radiation
Operations and Supply Chain Management
Place and Environment
Public Health
spellingShingle COVID-19
Human mobility
Moderating effect
Solar radiation
Operations and Supply Chain Management
Place and Environment
Public Health
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
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.
format text
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
title 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_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_sort moderating effect of solar radiation on the association between human mobility and covid-19 infection in europe
publisher Institutional Knowledge at Singapore Management University
publishDate 2022
url https://ink.library.smu.edu.sg/lkcsb_research/6954
https://ink.library.smu.edu.sg/context/lkcsb_research/article/7953/viewcontent/11356_2021_Article_15738_pvoa.pdf
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