A comparative outline for quantifying risk ratings in occupational health and safety risk assessment

MakaleYalnız künyeScopus SJRQ1
  • SDG 3 · Sağlık ve Kaliteli Yaşam

Özet

The concept of risk assessment has been introduced as an examination of safety in the workplace to enable assessments as to whether sufficient precautions have been taken or if more should be done to prevent potential harm. Hazardous industries have faced serious fatalities related to work, workplaces, and workers as a consequence of their high-risk processes. Therefore, in this work, a novel and comparative methodology for quantifying risk ratings in occupational health and safety risk assessment is proposed. A 5 × 5 risk matrix is initially determined, and the fuzzy technique for order preference by similarity to ideal solution (FTOPSIS) method is then applied to rank identified hazards. As a novelty to the knowledge, two parameters of the 5 × 5 matrix method, likelihood and severity, are subjectively assessed by occupational health and safety experts, and then importance levels for these parameters are determined using the Pythagorean fuzzy analytic hierarchy process (PFAHP). In the proposed approach, analysts use linguistic terms and Pythagorean fuzzy sets, which provide greater independence in their evaluations. An outline that enables comparison of the results of this study with the circumcenter of centroids method and the fuzzy AHP-fuzzy VIKOR integrated method in quantifying risk ratings is also provided. In order to present the practicality of this work, a case study in an underground copper and zinc mine is carried out.

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dc.contributor.authorGul, Muhammet
dc.contributor.authorAk, M. Fatih
dc.date.accessioned2026-10-28T14:56:45.769729025Z
dc.date.available2026-10-28T14:56:45.769729025Z
dc.date.issued2018
dc.description.abstractThe concept of risk assessment has been introduced as an examination of safety in the workplace to enable assessments as to whether sufficient precautions have been taken or if more should be done to prevent potential harm. Hazardous industries have faced serious fatalities related to work, workplaces, and workers as a consequence of their high-risk processes. Therefore, in this work, a novel and comparative methodology for quantifying risk ratings in occupational health and safety risk assessment is proposed. A 5 × 5 risk matrix is initially determined, and the fuzzy technique for order preference by similarity to ideal solution (FTOPSIS) method is then applied to rank identified hazards. As a novelty to the knowledge, two parameters of the 5 × 5 matrix method, likelihood and severity, are subjectively assessed by occupational health and safety experts, and then importance levels for these parameters are determined using the Pythagorean fuzzy analytic hierarchy process (PFAHP). In the proposed approach, analysts use linguistic terms and Pythagorean fuzzy sets, which provide greater independence in their evaluations. An outline that enables comparison of the results of this study with the circumcenter of centroids method and the fuzzy AHP-fuzzy VIKOR integrated method in quantifying risk ratings is also provided. In order to present the practicality of this work, a case study in an underground copper and zinc mine is carried out.
dc.identifier.doi10.1016/j.jclepro.2018.06.106
dc.identifier.eissn1879-1786
dc.identifier.endpage664
dc.identifier.issn0959-6526
dc.identifier.scopus2-s2.0-85049344989
dc.identifier.startpage653
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/3537
dc.identifier.volume196
dc.identifier.wosWOS:000444364400056
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofJournal of Cleaner Production
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subject5×5 risk matrix
dc.subjectFTOPSIS
dc.subjectOccupational health and safety
dc.subjectPFAHP
dc.subjectRisk assessment
dc.subjectUnderground mining
dc.subject.classificationGreen & Sustainable Science & Technology
dc.subject.classificationEngineering, Environmental
dc.subject.classificationEnvironmental Sciences
dc.subject.classificationScience & Technology - Other Topics
dc.subject.classificationEngineering
dc.subject.classificationEnvironmental Sciences & Ecology
dc.subject.otherHazards
dc.subject.otherHealth
dc.subject.otherHealth risks
dc.subject.otherIndustrial hygiene
dc.subject.otherLinguistics
dc.subject.otherRisk analysis
dc.subject.otherRisk assessment
dc.subject.otherZinc mines
dc.subject.otherFtopsis
dc.subject.otherOccupational health and safety
dc.subject.otherPFAHP
dc.subject.otherRisk matrix
dc.subject.otherUnderground mining
dc.subject.otherOccupational risks
dc.titleA comparative outline for quantifying risk ratings in occupational health and safety risk assessment
dc.typeArticle
rdl.citation.openalex211
rdl.citation.scopus194
rdl.citation.wos153
rdl.oa.statusclosed
rdl.scopus.quartileQ1
rdl.sdgSDG03
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)