The dual effect of social ties on COVID-19 spread in Japan

Abstract We investigate why some communities experience worse COVID-19 outcomes than others. Past studies have linked the resilience of communities against crisis to social vulnerability and the capacity of local governments to provide public goods and services like health care. Disaster studies, wh...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Timothy Fraser, Daniel P. Aldrich
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
Materias:
R
Q
Acceso en línea:https://doaj.org/article/e24483d30b17411e9abddbe99ef3fb15
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
id oai:doaj.org-article:e24483d30b17411e9abddbe99ef3fb15
record_format dspace
spelling oai:doaj.org-article:e24483d30b17411e9abddbe99ef3fb152021-12-02T15:23:00ZThe dual effect of social ties on COVID-19 spread in Japan10.1038/s41598-021-81001-42045-2322https://doaj.org/article/e24483d30b17411e9abddbe99ef3fb152021-01-01T00:00:00Zhttps://doi.org/10.1038/s41598-021-81001-4https://doaj.org/toc/2045-2322Abstract We investigate why some communities experience worse COVID-19 outcomes than others. Past studies have linked the resilience of communities against crisis to social vulnerability and the capacity of local governments to provide public goods and services like health care. Disaster studies, which frequently examine the effect of social ties and mobility, may better help illuminate the current spread of COVID-19. We analyze Japan’s 47 prefectures from February 12 to August 31 using 62,722 individual confirmed cases of COVID-19, paired with daily tallies of aggregate Facebook user movement among neighborhoods. Controlling for mobility levels, health care systems, government finance, gender balance, age, income, and education levels of communities, our analysis indicates that areas with strong linking social ties see no or far lower levels of COVID-19 case rates initially. However, case fatality rates rise in such communities once the disease enters as they lack horizontal (bonding) ties which can mitigate its health impacts. We anticipate this study to be a starting point for broader studies of how social ties and mobility influence COVID-19 outcomes worldwide along with shining a light on how different types of social relationships play different roles as a crisis or disaster progresses.Timothy FraserDaniel P. AldrichNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 11, Iss 1, Pp 1-12 (2021)
institution DOAJ
collection DOAJ
language EN
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Timothy Fraser
Daniel P. Aldrich
The dual effect of social ties on COVID-19 spread in Japan
description Abstract We investigate why some communities experience worse COVID-19 outcomes than others. Past studies have linked the resilience of communities against crisis to social vulnerability and the capacity of local governments to provide public goods and services like health care. Disaster studies, which frequently examine the effect of social ties and mobility, may better help illuminate the current spread of COVID-19. We analyze Japan’s 47 prefectures from February 12 to August 31 using 62,722 individual confirmed cases of COVID-19, paired with daily tallies of aggregate Facebook user movement among neighborhoods. Controlling for mobility levels, health care systems, government finance, gender balance, age, income, and education levels of communities, our analysis indicates that areas with strong linking social ties see no or far lower levels of COVID-19 case rates initially. However, case fatality rates rise in such communities once the disease enters as they lack horizontal (bonding) ties which can mitigate its health impacts. We anticipate this study to be a starting point for broader studies of how social ties and mobility influence COVID-19 outcomes worldwide along with shining a light on how different types of social relationships play different roles as a crisis or disaster progresses.
format article
author Timothy Fraser
Daniel P. Aldrich
author_facet Timothy Fraser
Daniel P. Aldrich
author_sort Timothy Fraser
title The dual effect of social ties on COVID-19 spread in Japan
title_short The dual effect of social ties on COVID-19 spread in Japan
title_full The dual effect of social ties on COVID-19 spread in Japan
title_fullStr The dual effect of social ties on COVID-19 spread in Japan
title_full_unstemmed The dual effect of social ties on COVID-19 spread in Japan
title_sort dual effect of social ties on covid-19 spread in japan
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/e24483d30b17411e9abddbe99ef3fb15
work_keys_str_mv AT timothyfraser thedualeffectofsocialtiesoncovid19spreadinjapan
AT danielpaldrich thedualeffectofsocialtiesoncovid19spreadinjapan
AT timothyfraser dualeffectofsocialtiesoncovid19spreadinjapan
AT danielpaldrich dualeffectofsocialtiesoncovid19spreadinjapan
_version_ 1718387357706616832