Cargando…

The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States

This study tested how family ties and religiosity, two extended elements of ingroup assortative sociality, would predict group-level COVID-19 severity in the U.S. and how COVID-19 threat would predict ingroup assortative sociality at a weekly level. Multilevel models which analyzed the state-level a...

Descripción completa

Detalles Bibliográficos
Autores principales: Ma, Mac Zewei, Ye, Shengquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9754620/
https://www.ncbi.nlm.nih.gov/pubmed/36540380
http://dx.doi.org/10.1016/j.ijintrel.2021.07.010
_version_ 1784851241031958528
author Ma, Mac Zewei
Ye, Shengquan
author_facet Ma, Mac Zewei
Ye, Shengquan
author_sort Ma, Mac Zewei
collection PubMed
description This study tested how family ties and religiosity, two extended elements of ingroup assortative sociality, would predict group-level COVID-19 severity in the U.S. and how COVID-19 threat would predict ingroup assortative sociality at a weekly level. Multilevel models which analyzed the state-level archival (e.g., religious participation) and Google trends data (e.g., marriage for family ties; prayer for religiosity) on ingroup assortative sociality showed that religious search volume (from 2004 to 2019) significantly and negatively predicted COVID-19 severity (i.e., shorter time delay of first documented cases, shorter overall doubling times, higher reproductive ratio and higher case fatality ratio) across states (Study 1a) and counties (Study 1b) while search volume for family ties only significantly and negatively predicted county-level COVID-19 severity. Multilevel analyses also found that weekly COVID-19 severity weakly predicted weekly search volume of marriage and religion (Study 2a), but when COVID-19 threat was in the collective consciousness in a given week (i.e., Google search volume for coronavirus within 52 weeks), collective levels of ingroup assortative sociality increased from the previous week (Study 2b). Evidence across studies suggested that religiosity, compared with family ties, could serve a more important role for the U.S. people during the deadly pandemic.
format Online
Article
Text
id pubmed-9754620
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier Ltd.
record_format MEDLINE/PubMed
spelling pubmed-97546202022-12-16 The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States Ma, Mac Zewei Ye, Shengquan Int J Intercult Relat Article This study tested how family ties and religiosity, two extended elements of ingroup assortative sociality, would predict group-level COVID-19 severity in the U.S. and how COVID-19 threat would predict ingroup assortative sociality at a weekly level. Multilevel models which analyzed the state-level archival (e.g., religious participation) and Google trends data (e.g., marriage for family ties; prayer for religiosity) on ingroup assortative sociality showed that religious search volume (from 2004 to 2019) significantly and negatively predicted COVID-19 severity (i.e., shorter time delay of first documented cases, shorter overall doubling times, higher reproductive ratio and higher case fatality ratio) across states (Study 1a) and counties (Study 1b) while search volume for family ties only significantly and negatively predicted county-level COVID-19 severity. Multilevel analyses also found that weekly COVID-19 severity weakly predicted weekly search volume of marriage and religion (Study 2a), but when COVID-19 threat was in the collective consciousness in a given week (i.e., Google search volume for coronavirus within 52 weeks), collective levels of ingroup assortative sociality increased from the previous week (Study 2b). Evidence across studies suggested that religiosity, compared with family ties, could serve a more important role for the U.S. people during the deadly pandemic. Elsevier Ltd. 2021-09 2021-08-01 /pmc/articles/PMC9754620/ /pubmed/36540380 http://dx.doi.org/10.1016/j.ijintrel.2021.07.010 Text en © 2021 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Ma, Mac Zewei
Ye, Shengquan
The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States
title The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States
title_full The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States
title_fullStr The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States
title_full_unstemmed The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States
title_short The role of ingroup assortative sociality in the COVID-19 pandemic: A multilevel analysis of google trends data in the United States
title_sort role of ingroup assortative sociality in the covid-19 pandemic: a multilevel analysis of google trends data in the united states
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9754620/
https://www.ncbi.nlm.nih.gov/pubmed/36540380
http://dx.doi.org/10.1016/j.ijintrel.2021.07.010
work_keys_str_mv AT mamaczewei theroleofingroupassortativesocialityinthecovid19pandemicamultilevelanalysisofgoogletrendsdataintheunitedstates
AT yeshengquan theroleofingroupassortativesocialityinthecovid19pandemicamultilevelanalysisofgoogletrendsdataintheunitedstates
AT mamaczewei roleofingroupassortativesocialityinthecovid19pandemicamultilevelanalysisofgoogletrendsdataintheunitedstates
AT yeshengquan roleofingroupassortativesocialityinthecovid19pandemicamultilevelanalysisofgoogletrendsdataintheunitedstates