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Quantitative risk assessment of college campus considering risk interactions

Because of the more emerging risks and stronger risk interactions, the risk of college campuses as well as students and staff received more and more attention. Current works on campus risk mostly focus on single-category factors, and few of them considered risk interactions. Therefore, an integrated...

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Detalles Bibliográficos
Autores principales: Wang, Xinan, Hu, Xiaofeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975098/
https://www.ncbi.nlm.nih.gov/pubmed/36873159
http://dx.doi.org/10.1016/j.heliyon.2023.e13674
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author Wang, Xinan
Hu, Xiaofeng
author_facet Wang, Xinan
Hu, Xiaofeng
author_sort Wang, Xinan
collection PubMed
description Because of the more emerging risks and stronger risk interactions, the risk of college campuses as well as students and staff received more and more attention. Current works on campus risk mostly focus on single-category factors, and few of them considered risk interactions. Therefore, an integrated model for assessing comprehensive risks on the campus is proposed to put forward risk reduction strategies. First, a comprehensive risk identification of the college campus is conducted by integrating the modified egg model and the fault tree. Then, DEMATEL (Decision-Making Trial and Evaluation Laboratory) is applied to quantify the complex risk interactions and determine the influential causes for further modelling. Finally, the Bayesian network is established for cause diagnosis, consequence prediction, and risk reduction. The identified most sensitive cause is alcohol use. In the case of the four sensitive causes simultaneously occurring, the probability of high campus risk will increase from 21.9% of the original to 39.4%. Moreover, an efficiency analysis of different risk reduction strategies is performed to determine the most efficient risk reduction strategy. The results indicate that the proposed methodology may of great significance for the risk reduction of the college campus in the changing age.
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spelling pubmed-99750982023-03-02 Quantitative risk assessment of college campus considering risk interactions Wang, Xinan Hu, Xiaofeng Heliyon Research Article Because of the more emerging risks and stronger risk interactions, the risk of college campuses as well as students and staff received more and more attention. Current works on campus risk mostly focus on single-category factors, and few of them considered risk interactions. Therefore, an integrated model for assessing comprehensive risks on the campus is proposed to put forward risk reduction strategies. First, a comprehensive risk identification of the college campus is conducted by integrating the modified egg model and the fault tree. Then, DEMATEL (Decision-Making Trial and Evaluation Laboratory) is applied to quantify the complex risk interactions and determine the influential causes for further modelling. Finally, the Bayesian network is established for cause diagnosis, consequence prediction, and risk reduction. The identified most sensitive cause is alcohol use. In the case of the four sensitive causes simultaneously occurring, the probability of high campus risk will increase from 21.9% of the original to 39.4%. Moreover, an efficiency analysis of different risk reduction strategies is performed to determine the most efficient risk reduction strategy. The results indicate that the proposed methodology may of great significance for the risk reduction of the college campus in the changing age. Elsevier 2023-02-11 /pmc/articles/PMC9975098/ /pubmed/36873159 http://dx.doi.org/10.1016/j.heliyon.2023.e13674 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Wang, Xinan
Hu, Xiaofeng
Quantitative risk assessment of college campus considering risk interactions
title Quantitative risk assessment of college campus considering risk interactions
title_full Quantitative risk assessment of college campus considering risk interactions
title_fullStr Quantitative risk assessment of college campus considering risk interactions
title_full_unstemmed Quantitative risk assessment of college campus considering risk interactions
title_short Quantitative risk assessment of college campus considering risk interactions
title_sort quantitative risk assessment of college campus considering risk interactions
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975098/
https://www.ncbi.nlm.nih.gov/pubmed/36873159
http://dx.doi.org/10.1016/j.heliyon.2023.e13674
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