Analyses of non-fatal accidents in an opencast mine by logistic regression model - a case study

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dc.contributor.authorÖnder, Seyhan
dc.contributor.authorMutlu, Mert
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-16T09:18:07Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-16T09:18:07Z
dc.date.issued2017
dc.departmentMühendislik Fakültesi
dc.description.abstractAccidents cause major damage for both workers and enterprises in the mining industry. To reduce the number of occupational accidents, these incidents should be properly registered and carefully analysed. This study efficiently examines the Aegean Lignite Enterprise (ELI) of Turkish Coal Enterprises (TKI) in Soma between 2006 and 2011, and opencast coal mine occupational accident records were used for statistical analyses. A total of 231 occupational accidents were analysed for this study. The accident records were categorized into seven groups: area, reason, occupation, part of body, age, shift hour and lost days. The SPSS package program was used in this study for logistic regression analyses, which predicted the probability of accidents resulting in greater or less than 3 lost workdays for non-fatal injuries. Social facilities-area of surface installations, workshops and opencast mining areas are the areas with the highest probability for accidents with greater than 3 lost workdays for non-fatal injuries, while the reasons with the highest probability for these types of accidents are transporting and manual handling. Additionally, the model was tested for such reported accidents that occurred in 2012 for the ELI in Soma and estimated the probability of exposure to accidents with lost workdays correctly by 70%.
dc.identifier.doi10.1080/17457300.2016.1178299
dc.identifier.endpage337en_US
dc.identifier.issn1745-7300
dc.identifier.issn1745-7319
dc.identifier.issue3en_US
dc.identifier.pmid27166178
dc.identifier.scopusqualityQ1
dc.identifier.startpage328en_US
dc.identifier.urihttps://doi.org/10.1080/17457300.2016.1178299
dc.identifier.urihttps://hdl.handle.net/20.500.12451/4837
dc.identifier.volume24en_US
dc.identifier.wosWOS:000406783900006
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoen
dc.publisherTaylor & Francis Ltd
dc.relation.ispartofInternational Journal of Injury Control and Safety Promotion
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAccident Analysis
dc.subjectLogistic Regression
dc.subjectOpencast Coal Mining
dc.titleAnalyses of non-fatal accidents in an opencast mine by logistic regression model - a case study
dc.typeArticle

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