The effect of alcohol and drug testing at the workplace on individual's occupational accident risk

Detalhes bibliográficos
Autor(a) principal: Marques, Paulo H.
Data de Publicação: 2014
Outros Autores: Jesus, Vasco, Olea, Serafín A., Vairinhos, Valter, Jacinto, Celeste
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.1016/j.ssci.2014.03.007
Resumo: Programmes for testing Alcohol and Drugs (A&D) at the workplace, at random and by surprise, are believed to have a positive impact on safety and to reduce individual's accident risk. Despite this perception, there is limited scientific evidence and poor statistical support of this assumption. This study aims at testing whether there is such a cause-effect relationship between A&D testing and post-accident reduction, and how to quantify it. The methodology applied data-mining techniques together with classical statistics hypothesis testing. It covers a wide range of data concerning accidents, alcohol and drug tests, biographical and occupational records of a large railway transportation company in Portugal, for a period of 51/2 years. Results give sound statistical evidence of individual's accident risk decrease after being tested, by quantifying the relations between A&D testing and post-testing accidents. Results also estimate the optimal testing frequency that balances testing costs and accident reduction. Optimum rates of tests per year per worker are in the ranges ]0.5-1.0] in white-collars and professions at large, and ]0.0-0.5] in operations/technical personnel. The fraction of accident victims that are prevented by the application of optimal frequencies are around 59% for workers onboard trains, 72% for those working near trains, and 85% for white-collars. Testing at the optimal frequency generates net savings of at least 15:1, in onboard personnel. In conclusion, testing for alcohol and drugs at workplace, at random and by surprise, has a statistically significant preventive effect in overall professions, but is stronger within white-collars. © 2014 The Authors.
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spelling The effect of alcohol and drug testing at the workplace on individual's occupational accident riskAlcohol testingData mining techniquesDrug testingOccupational accidentsPreventionSafety ResearchPublic Health, Environmental and Occupational HealthSafety, Risk, Reliability and QualitySDG 3 - Good Health and Well-beingProgrammes for testing Alcohol and Drugs (A&D) at the workplace, at random and by surprise, are believed to have a positive impact on safety and to reduce individual's accident risk. Despite this perception, there is limited scientific evidence and poor statistical support of this assumption. This study aims at testing whether there is such a cause-effect relationship between A&D testing and post-accident reduction, and how to quantify it. The methodology applied data-mining techniques together with classical statistics hypothesis testing. It covers a wide range of data concerning accidents, alcohol and drug tests, biographical and occupational records of a large railway transportation company in Portugal, for a period of 51/2 years. Results give sound statistical evidence of individual's accident risk decrease after being tested, by quantifying the relations between A&D testing and post-testing accidents. Results also estimate the optimal testing frequency that balances testing costs and accident reduction. Optimum rates of tests per year per worker are in the ranges ]0.5-1.0] in white-collars and professions at large, and ]0.0-0.5] in operations/technical personnel. The fraction of accident victims that are prevented by the application of optimal frequencies are around 59% for workers onboard trains, 72% for those working near trains, and 85% for white-collars. Testing at the optimal frequency generates net savings of at least 15:1, in onboard personnel. In conclusion, testing for alcohol and drugs at workplace, at random and by surprise, has a statistically significant preventive effect in overall professions, but is stronger within white-collars. © 2014 The Authors.UNIDEMI - Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e IndustrialNOVA Information Management School (NOVA IMS)RUNMarques, Paulo H.Jesus, VascoOlea, Serafín A.Vairinhos, ValterJacinto, Celeste2018-01-31T23:01:26Z2014-102014-10-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article13application/pdfhttps://doi.org/10.1016/j.ssci.2014.03.007eng0925-7535PURE: 368187http://www.scopus.com/inward/record.url?scp=84897484787&partnerID=8YFLogxKhttps://doi.org/10.1016/j.ssci.2014.03.007info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T04:16:14Zoai:run.unl.pt:10362/29555Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:29:18.175051Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
title The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
spellingShingle The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
Marques, Paulo H.
Alcohol testing
Data mining techniques
Drug testing
Occupational accidents
Prevention
Safety Research
Public Health, Environmental and Occupational Health
Safety, Risk, Reliability and Quality
SDG 3 - Good Health and Well-being
title_short The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
title_full The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
title_fullStr The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
title_full_unstemmed The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
title_sort The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
author Marques, Paulo H.
author_facet Marques, Paulo H.
Jesus, Vasco
Olea, Serafín A.
Vairinhos, Valter
Jacinto, Celeste
author_role author
author2 Jesus, Vasco
Olea, Serafín A.
Vairinhos, Valter
Jacinto, Celeste
author2_role author
author
author
author
dc.contributor.none.fl_str_mv UNIDEMI - Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial
NOVA Information Management School (NOVA IMS)
RUN
dc.contributor.author.fl_str_mv Marques, Paulo H.
Jesus, Vasco
Olea, Serafín A.
Vairinhos, Valter
Jacinto, Celeste
dc.subject.por.fl_str_mv Alcohol testing
Data mining techniques
Drug testing
Occupational accidents
Prevention
Safety Research
Public Health, Environmental and Occupational Health
Safety, Risk, Reliability and Quality
SDG 3 - Good Health and Well-being
topic Alcohol testing
Data mining techniques
Drug testing
Occupational accidents
Prevention
Safety Research
Public Health, Environmental and Occupational Health
Safety, Risk, Reliability and Quality
SDG 3 - Good Health and Well-being
description Programmes for testing Alcohol and Drugs (A&D) at the workplace, at random and by surprise, are believed to have a positive impact on safety and to reduce individual's accident risk. Despite this perception, there is limited scientific evidence and poor statistical support of this assumption. This study aims at testing whether there is such a cause-effect relationship between A&D testing and post-accident reduction, and how to quantify it. The methodology applied data-mining techniques together with classical statistics hypothesis testing. It covers a wide range of data concerning accidents, alcohol and drug tests, biographical and occupational records of a large railway transportation company in Portugal, for a period of 51/2 years. Results give sound statistical evidence of individual's accident risk decrease after being tested, by quantifying the relations between A&D testing and post-testing accidents. Results also estimate the optimal testing frequency that balances testing costs and accident reduction. Optimum rates of tests per year per worker are in the ranges ]0.5-1.0] in white-collars and professions at large, and ]0.0-0.5] in operations/technical personnel. The fraction of accident victims that are prevented by the application of optimal frequencies are around 59% for workers onboard trains, 72% for those working near trains, and 85% for white-collars. Testing at the optimal frequency generates net savings of at least 15:1, in onboard personnel. In conclusion, testing for alcohol and drugs at workplace, at random and by surprise, has a statistically significant preventive effect in overall professions, but is stronger within white-collars. © 2014 The Authors.
publishDate 2014
dc.date.none.fl_str_mv 2014-10
2014-10-01T00:00:00Z
2018-01-31T23:01:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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url https://doi.org/10.1016/j.ssci.2014.03.007
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0925-7535
PURE: 368187
http://www.scopus.com/inward/record.url?scp=84897484787&partnerID=8YFLogxK
https://doi.org/10.1016/j.ssci.2014.03.007
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eu_rights_str_mv openAccess
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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