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dc.contributor.authorKhoshakhlagh, A.H.
dc.contributor.authorYazdanirad, S.
dc.contributor.authorKashani, M.M.
dc.contributor.authorKhatooni, E.
dc.contributor.authorHatamnegad, Y.
dc.contributor.authorKabir, Sohag
dc.date.accessioned2022-04-06T08:32:48Z
dc.date.accessioned2022-04-06T13:57:50Z
dc.date.available2022-04-06T08:32:48Z
dc.date.available2022-04-06T13:57:50Z
dc.date.issued2021-12-07
dc.identifier.citationKhoshakhlagh AH, Yazdanirad S, Kashani MM et al (2021) A Bayesian network based study on determining the relationship between job stress and safety climate factors in occurrence of accidents. BMC Public Health. 21: 2222.en_US
dc.identifier.urihttp://hdl.handle.net/10454/18856
dc.descriptionYesen_US
dc.description.abstractJob stress and safety climate have been recognized as two crucial factors that can increase the risk of occupational accidents. This study was performed to determine the relationship between job stress and safety climate factors in the occurrence of accidents using the Bayesian network model. This cross-sectional study was performed on 1530 male workers of Asaluyeh petrochemical company in Iran. The participants were asked to complete the questionnaires, including demographical information and accident history questionnaire, NIOSH generic job stress questionnaire, and Nordic safety climate questionnaire. Also, work experience and the accident history data were inquired from the petrochemical health unit. Finally, the relationships between the variables were investigated using the Bayesian network model. A high job stress condition could decrease the high safety climate from 53 to 37% and increase the accident occurrence from 72 to 94%. Moreover, a low safety climate condition could increase the accident occurrence from 72 to 93%. Also, the concurrent high job stress and low safety climate could raise the accident occurrence from 72 to 93%. Among the associations between the job stress factor and safety climate dimensions, the job stress and worker's safety priority and risk non-acceptance (0.19) had the highest mean influence value. The adverse effect of high job stress conditions on accident occurrence is twofold. It can directly increase the accident occurrence probability and in another way, it can indirectly increase the accident occurrence probability by causing the safety climate to go to a lower level.en_US
dc.language.isoenen_US
dc.rights(c) 2021 The Authors. This is an Open Access article distributed under the Creative Commons CC-BY license (http://creativecommons.org/licenses/by/4.0/)en_US
dc.subjectJob stressen_US
dc.subjectSafety climateen_US
dc.subjectAccidenten_US
dc.subjectBayesian networken_US
dc.titleA Bayesian network based study on determining the relationship between job stress and safety climate factors in occurrence of accidents.en_US
dc.status.refereedYesen_US
dc.date.Accepted2021-11-24
dc.typeArticleen_US
dc.type.versionPublished versionen_US
dc.identifier.doihttps://doi.org/10.1186/s12889-021-12298-z
dc.rights.licenseCC-BYen_US
dc.date.updated2022-04-06T08:32:51Z
refterms.dateFOA2022-04-06T13:58:27Z
dc.openaccess.statusopenAccessen_US


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