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A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD

Lab safety problems have become an impeding factor that cannot be ignored in normal teaching and scientific research activities at colleges and universities. As the risk factors of lab accidents can be conceptualized as occurring at multiple levels, systematically improving and optimizing lab safety...

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Detalles Bibliográficos
Autores principales: Ma, Laihao, Ma, Xiaoxue, Zhang, Jingwen, Yang, Qing, Wei, Kai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8296441/
https://www.ncbi.nlm.nih.gov/pubmed/34204588
http://dx.doi.org/10.3390/ijerph18126545
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author Ma, Laihao
Ma, Xiaoxue
Zhang, Jingwen
Yang, Qing
Wei, Kai
author_facet Ma, Laihao
Ma, Xiaoxue
Zhang, Jingwen
Yang, Qing
Wei, Kai
author_sort Ma, Laihao
collection PubMed
description Lab safety problems have become an impeding factor that cannot be ignored in normal teaching and scientific research activities at colleges and universities. As the risk factors of lab accidents can be conceptualized as occurring at multiple levels, systematically improving and optimizing lab safety is the crucial route to accident prevention in labs. In this paper, a novel method that integrates a structural equation model (SEM) and system dynamics (SD) is presented to dynamically assess lab safety with the characteristics of insufficient data and uncertainty. On the basis of a questionnaire investigation, the SEM was utilized to determine the influencing factors on lab safety and acquire the path coefficients among these factors, which were embedded into the SD model as the weight of the influencing factors. An illustration was carried out to test and validate the proposed method, and a sensitivity analysis was also conducted to recognize variables contributing the most to the improvement of lab safety. The results demonstrated that the safety input of human and management subsystems is the most effective to improve the lab safety; meanwhile, “safety awareness”, “emergency ability”, “operation skills”, “safety culture” and “safety training” are the top five contributing factors, which can promote lab safety in the shortest time.
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spelling pubmed-82964412021-07-23 A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD Ma, Laihao Ma, Xiaoxue Zhang, Jingwen Yang, Qing Wei, Kai Int J Environ Res Public Health Article Lab safety problems have become an impeding factor that cannot be ignored in normal teaching and scientific research activities at colleges and universities. As the risk factors of lab accidents can be conceptualized as occurring at multiple levels, systematically improving and optimizing lab safety is the crucial route to accident prevention in labs. In this paper, a novel method that integrates a structural equation model (SEM) and system dynamics (SD) is presented to dynamically assess lab safety with the characteristics of insufficient data and uncertainty. On the basis of a questionnaire investigation, the SEM was utilized to determine the influencing factors on lab safety and acquire the path coefficients among these factors, which were embedded into the SD model as the weight of the influencing factors. An illustration was carried out to test and validate the proposed method, and a sensitivity analysis was also conducted to recognize variables contributing the most to the improvement of lab safety. The results demonstrated that the safety input of human and management subsystems is the most effective to improve the lab safety; meanwhile, “safety awareness”, “emergency ability”, “operation skills”, “safety culture” and “safety training” are the top five contributing factors, which can promote lab safety in the shortest time. MDPI 2021-06-17 /pmc/articles/PMC8296441/ /pubmed/34204588 http://dx.doi.org/10.3390/ijerph18126545 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ma, Laihao
Ma, Xiaoxue
Zhang, Jingwen
Yang, Qing
Wei, Kai
A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD
title A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD
title_full A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD
title_fullStr A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD
title_full_unstemmed A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD
title_short A Methodology for Dynamic Assessment of Laboratory Safety by SEM-SD
title_sort methodology for dynamic assessment of laboratory safety by sem-sd
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8296441/
https://www.ncbi.nlm.nih.gov/pubmed/34204588
http://dx.doi.org/10.3390/ijerph18126545
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