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Combating COVID-19 with charisma: Evidence on governor speeches in the United States
Using field and laboratory data, we show that leader charisma can affect COVID-related mitigating behaviors. We coded a panel of U.S. governor speeches for charisma signaling using a deep neural network algorithm. The model explains variation in stay-at-home behavior of citizens based on their smart...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10201331/ https://www.ncbi.nlm.nih.gov/pubmed/37361053 http://dx.doi.org/10.1016/j.leaqua.2023.101702 |
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author | Jensen, Ulrich Thy Rohner, Dominic Bornet, Olivier Carron, Daniel Garner, Philip Loupi, Dimitra Antonakis, John |
author_facet | Jensen, Ulrich Thy Rohner, Dominic Bornet, Olivier Carron, Daniel Garner, Philip Loupi, Dimitra Antonakis, John |
author_sort | Jensen, Ulrich Thy |
collection | PubMed |
description | Using field and laboratory data, we show that leader charisma can affect COVID-related mitigating behaviors. We coded a panel of U.S. governor speeches for charisma signaling using a deep neural network algorithm. The model explains variation in stay-at-home behavior of citizens based on their smart phone data movements, showing a robust effect of charisma signaling: stay-at-home behavior increased irrespective of state-level citizen political ideology or governor party allegiance. Republican governors with a particularly high charisma signaling score impacted the outcome more relative to Democratic governors in comparable conditions. Our results also suggest that one standard deviation higher charisma signaling in governor speeches could potentially have saved 5,350 lives during the study period (02/28/2020–05/14/2020). Next, in an incentivized laboratory experiment we found that politically conservative individuals are particularly prone to believe that their co-citizens will follow governor appeals to distance or stay at home when exposed to a speech that is high in charisma; these beliefs in turn drive their preference to engage in those behaviors. These results suggest that political leaders should consider additional “soft-power” levers like charisma—which can be learned—to complement policy interventions for pandemics or other public heath crises, especially with certain populations who may need a “nudge.” |
format | Online Article Text |
id | pubmed-10201331 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102013312023-05-22 Combating COVID-19 with charisma: Evidence on governor speeches in the United States Jensen, Ulrich Thy Rohner, Dominic Bornet, Olivier Carron, Daniel Garner, Philip Loupi, Dimitra Antonakis, John Leadersh Q Full Length Article Using field and laboratory data, we show that leader charisma can affect COVID-related mitigating behaviors. We coded a panel of U.S. governor speeches for charisma signaling using a deep neural network algorithm. The model explains variation in stay-at-home behavior of citizens based on their smart phone data movements, showing a robust effect of charisma signaling: stay-at-home behavior increased irrespective of state-level citizen political ideology or governor party allegiance. Republican governors with a particularly high charisma signaling score impacted the outcome more relative to Democratic governors in comparable conditions. Our results also suggest that one standard deviation higher charisma signaling in governor speeches could potentially have saved 5,350 lives during the study period (02/28/2020–05/14/2020). Next, in an incentivized laboratory experiment we found that politically conservative individuals are particularly prone to believe that their co-citizens will follow governor appeals to distance or stay at home when exposed to a speech that is high in charisma; these beliefs in turn drive their preference to engage in those behaviors. These results suggest that political leaders should consider additional “soft-power” levers like charisma—which can be learned—to complement policy interventions for pandemics or other public heath crises, especially with certain populations who may need a “nudge.” Elsevier Inc. 2023-05-22 /pmc/articles/PMC10201331/ /pubmed/37361053 http://dx.doi.org/10.1016/j.leaqua.2023.101702 Text en © 2023 Elsevier Inc. 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 | Full Length Article Jensen, Ulrich Thy Rohner, Dominic Bornet, Olivier Carron, Daniel Garner, Philip Loupi, Dimitra Antonakis, John Combating COVID-19 with charisma: Evidence on governor speeches in the United States |
title | Combating COVID-19 with charisma: Evidence on governor speeches in the United States |
title_full | Combating COVID-19 with charisma: Evidence on governor speeches in the United States |
title_fullStr | Combating COVID-19 with charisma: Evidence on governor speeches in the United States |
title_full_unstemmed | Combating COVID-19 with charisma: Evidence on governor speeches in the United States |
title_short | Combating COVID-19 with charisma: Evidence on governor speeches in the United States |
title_sort | combating covid-19 with charisma: evidence on governor speeches in the united states |
topic | Full Length Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10201331/ https://www.ncbi.nlm.nih.gov/pubmed/37361053 http://dx.doi.org/10.1016/j.leaqua.2023.101702 |
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