Cargando…
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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1785057139105988608 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10256592 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT xiexiaolan exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT haomengmeng exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT dingfangyu exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT idetobias exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT helmandavid exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT scheffranjurgen exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT wangqian exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT qianyushu exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT chenshuai exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT wujiajie exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT matian exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT gequansheng exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange AT jiangdong exploringtheworldwideimpactofcovid19onconflictriskunderclimatechange |