The effect of alcohol and drug testing at the workplace on individual's occupational accident risk
Autor(a) principal: | |
---|---|
Data de Publicação: | 2014 |
Outros Autores: | , , , |
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. |
id |
RCAP_4d1da08de563476519468db725534b81 |
---|---|
oai_identifier_str |
oai:run.unl.pt:10362/29555 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
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 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://doi.org/10.1016/j.ssci.2014.03.007 |
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 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
13 application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
_version_ |
1799137918203199488 |