Cargando…

Development and application of a fuzzy occupational health risk assessment model in the healthcare industry

BACKGROUND: Hazards of the workplace and their impacts on the healthcare industry affect the quality of patient care and safety and impose high costs on the healthcare industry. Occupational health in this industry requires proper identification of hazards and managing the related risks. In this stu...

Descripción completa

Detalles Bibliográficos
Autores principales: Chalak, Mohammad Hossein, Kahani, Amin, Bahramiazar, Ghasem, Marashi, Zohreh, Popov, Tsvetan Ivanov, Dadipoor, Sara, Ahmadi, Omran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mattioli 1885 srl 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484283/
https://www.ncbi.nlm.nih.gov/pubmed/36006099
http://dx.doi.org/10.23749/mdl.v113i4.12800
_version_ 1784791849042444288
author Chalak, Mohammad Hossein
Kahani, Amin
Bahramiazar, Ghasem
Marashi, Zohreh
Popov, Tsvetan Ivanov
Dadipoor, Sara
Ahmadi, Omran
author_facet Chalak, Mohammad Hossein
Kahani, Amin
Bahramiazar, Ghasem
Marashi, Zohreh
Popov, Tsvetan Ivanov
Dadipoor, Sara
Ahmadi, Omran
author_sort Chalak, Mohammad Hossein
collection PubMed
description BACKGROUND: Hazards of the workplace and their impacts on the healthcare industry affect the quality of patient care and safety and impose high costs on the healthcare industry. Occupational health in this industry requires proper identification of hazards and managing the related risks. In this study, the researchers attempted to develop an easy-to-use and high applicability occupational health risk assessment model with a fuzzy approach to evaluate risks more precisely. METHODS: In this study, a fuzzy inference system (FIS) was designed and applied to develop a risk assessment model. CONCLUSIONS: This study showed that the developed model could be applied as a practical model for evaluating occupational health risks. The weight of each risk criterion was used to calculate the risk level by adopting a fuzzy approach. The risk assessment results construed using the fuzzy set theory provided a broad picture of risks and could work adequately in the presence of inaccurate and insufficient data to calculate the risk. This model calculates risk levels and provides us with the dispersion and distribution of the calculated value of the risk number.
format Online
Article
Text
id pubmed-9484283
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Mattioli 1885 srl
record_format MEDLINE/PubMed
spelling pubmed-94842832022-10-01 Development and application of a fuzzy occupational health risk assessment model in the healthcare industry Chalak, Mohammad Hossein Kahani, Amin Bahramiazar, Ghasem Marashi, Zohreh Popov, Tsvetan Ivanov Dadipoor, Sara Ahmadi, Omran Med Lav Original Article BACKGROUND: Hazards of the workplace and their impacts on the healthcare industry affect the quality of patient care and safety and impose high costs on the healthcare industry. Occupational health in this industry requires proper identification of hazards and managing the related risks. In this study, the researchers attempted to develop an easy-to-use and high applicability occupational health risk assessment model with a fuzzy approach to evaluate risks more precisely. METHODS: In this study, a fuzzy inference system (FIS) was designed and applied to develop a risk assessment model. CONCLUSIONS: This study showed that the developed model could be applied as a practical model for evaluating occupational health risks. The weight of each risk criterion was used to calculate the risk level by adopting a fuzzy approach. The risk assessment results construed using the fuzzy set theory provided a broad picture of risks and could work adequately in the presence of inaccurate and insufficient data to calculate the risk. This model calculates risk levels and provides us with the dispersion and distribution of the calculated value of the risk number. Mattioli 1885 srl 2022 2022-08-25 /pmc/articles/PMC9484283/ /pubmed/36006099 http://dx.doi.org/10.23749/mdl.v113i4.12800 Text en Copyright: © 2022 https://creativecommons.org/licenses/by-nc-sa/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License
spellingShingle Original Article
Chalak, Mohammad Hossein
Kahani, Amin
Bahramiazar, Ghasem
Marashi, Zohreh
Popov, Tsvetan Ivanov
Dadipoor, Sara
Ahmadi, Omran
Development and application of a fuzzy occupational health risk assessment model in the healthcare industry
title Development and application of a fuzzy occupational health risk assessment model in the healthcare industry
title_full Development and application of a fuzzy occupational health risk assessment model in the healthcare industry
title_fullStr Development and application of a fuzzy occupational health risk assessment model in the healthcare industry
title_full_unstemmed Development and application of a fuzzy occupational health risk assessment model in the healthcare industry
title_short Development and application of a fuzzy occupational health risk assessment model in the healthcare industry
title_sort development and application of a fuzzy occupational health risk assessment model in the healthcare industry
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484283/
https://www.ncbi.nlm.nih.gov/pubmed/36006099
http://dx.doi.org/10.23749/mdl.v113i4.12800
work_keys_str_mv AT chalakmohammadhossein developmentandapplicationofafuzzyoccupationalhealthriskassessmentmodelinthehealthcareindustry
AT kahaniamin developmentandapplicationofafuzzyoccupationalhealthriskassessmentmodelinthehealthcareindustry
AT bahramiazarghasem developmentandapplicationofafuzzyoccupationalhealthriskassessmentmodelinthehealthcareindustry
AT marashizohreh developmentandapplicationofafuzzyoccupationalhealthriskassessmentmodelinthehealthcareindustry
AT popovtsvetanivanov developmentandapplicationofafuzzyoccupationalhealthriskassessmentmodelinthehealthcareindustry
AT dadipoorsara developmentandapplicationofafuzzyoccupationalhealthriskassessmentmodelinthehealthcareindustry
AT ahmadiomran developmentandapplicationofafuzzyoccupationalhealthriskassessmentmodelinthehealthcareindustry