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Exploring the worldwide impact of COVID-19 on conflict risk under climate change

OBJECTIVES: Understand whether and how the COVID-19 pandemic affects the risk of different types of conflict worldwide in the context of climate change. METHODOLOGY: Based on the database of armed conflict, COVID-19, detailed climate, and non-climate data covering the period 2020–2021, we applied St...

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Autores principales: Xie, Xiaolan, Hao, Mengmeng, Ding, Fangyu, Ide, Tobias, Helman, David, Scheffran, Jürgen, Wang, Qian, Qian, Yushu, Chen, Shuai, Wu, Jiajie, Ma, Tian, Ge, Quansheng, Jiang, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256592/
https://www.ncbi.nlm.nih.gov/pubmed/37332947
http://dx.doi.org/10.1016/j.heliyon.2023.e17182
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author Xie, Xiaolan
Hao, Mengmeng
Ding, Fangyu
Ide, Tobias
Helman, David
Scheffran, Jürgen
Wang, Qian
Qian, Yushu
Chen, Shuai
Wu, Jiajie
Ma, Tian
Ge, Quansheng
Jiang, Dong
author_facet Xie, Xiaolan
Hao, Mengmeng
Ding, Fangyu
Ide, Tobias
Helman, David
Scheffran, Jürgen
Wang, Qian
Qian, Yushu
Chen, Shuai
Wu, Jiajie
Ma, Tian
Ge, Quansheng
Jiang, Dong
author_sort Xie, Xiaolan
collection PubMed
description OBJECTIVES: Understand whether and how the COVID-19 pandemic affects the risk of different types of conflict worldwide in the context of climate change. METHODOLOGY: Based on the database of armed conflict, COVID-19, detailed climate, and non-climate data covering the period 2020–2021, we applied Structural Equation Modeling specifically to reorganize the links between climate, COVID-19, and conflict risk. Moreover, we used the Boosted Regression Tree method to simulate conflict risk under the influence of multiple factors. FINDINGS: The transmission risk of COVID-19 seems to decrease as the temperature rises. Additionally, COVID-19 has a substantial worldwide impact on conflict risk, albeit regional and conflict risk variations exist. Moreover, when testing a one-month lagged effect, we find consistency across regions, indicating a positive influence of COVID-19 on demonstrations (protests and riots) and a negative relationship with non-state and violent conflict risk. CONCLUSION: COVID-19 has a complex effect on conflict risk worldwide under climate change. IMPLICATIONS: Laying the theoretical foundation of how COVID-19 affects conflict risk and providing some inspiration for the implementation of relevant policies.
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spelling pubmed-102565922023-06-12 Exploring the worldwide impact of COVID-19 on conflict risk under climate change Xie, Xiaolan Hao, Mengmeng Ding, Fangyu Ide, Tobias Helman, David Scheffran, Jürgen Wang, Qian Qian, Yushu Chen, Shuai Wu, Jiajie Ma, Tian Ge, Quansheng Jiang, Dong Heliyon Research Article OBJECTIVES: Understand whether and how the COVID-19 pandemic affects the risk of different types of conflict worldwide in the context of climate change. METHODOLOGY: Based on the database of armed conflict, COVID-19, detailed climate, and non-climate data covering the period 2020–2021, we applied Structural Equation Modeling specifically to reorganize the links between climate, COVID-19, and conflict risk. Moreover, we used the Boosted Regression Tree method to simulate conflict risk under the influence of multiple factors. FINDINGS: The transmission risk of COVID-19 seems to decrease as the temperature rises. Additionally, COVID-19 has a substantial worldwide impact on conflict risk, albeit regional and conflict risk variations exist. Moreover, when testing a one-month lagged effect, we find consistency across regions, indicating a positive influence of COVID-19 on demonstrations (protests and riots) and a negative relationship with non-state and violent conflict risk. CONCLUSION: COVID-19 has a complex effect on conflict risk worldwide under climate change. IMPLICATIONS: Laying the theoretical foundation of how COVID-19 affects conflict risk and providing some inspiration for the implementation of relevant policies. Elsevier 2023-06-10 /pmc/articles/PMC10256592/ /pubmed/37332947 http://dx.doi.org/10.1016/j.heliyon.2023.e17182 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Xie, Xiaolan
Hao, Mengmeng
Ding, Fangyu
Ide, Tobias
Helman, David
Scheffran, Jürgen
Wang, Qian
Qian, Yushu
Chen, Shuai
Wu, Jiajie
Ma, Tian
Ge, Quansheng
Jiang, Dong
Exploring the worldwide impact of COVID-19 on conflict risk under climate change
title Exploring the worldwide impact of COVID-19 on conflict risk under climate change
title_full Exploring the worldwide impact of COVID-19 on conflict risk under climate change
title_fullStr Exploring the worldwide impact of COVID-19 on conflict risk under climate change
title_full_unstemmed Exploring the worldwide impact of COVID-19 on conflict risk under climate change
title_short Exploring the worldwide impact of COVID-19 on conflict risk under climate change
title_sort exploring the worldwide impact of covid-19 on conflict risk under climate change
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256592/
https://www.ncbi.nlm.nih.gov/pubmed/37332947
http://dx.doi.org/10.1016/j.heliyon.2023.e17182
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