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A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer
BACKGROUND: While the expert-based occupational exposure assessment approach has been considered the reference method for retrospective population-based studies, its implementation in large study samples has become prohibitive. To facilitate its application and improve upon it we developed, in the c...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6377721/ https://www.ncbi.nlm.nih.gov/pubmed/30770757 http://dx.doi.org/10.1186/s12940-019-0451-0 |
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author | Sauvé, Jean-François Lavoué, Jérôme Nadon, Louise Lakhani, Ramzan Senhaji Rhazi, Mounia Bourbonnais, Robert Richard, Hugues Parent, Marie-Élise |
author_facet | Sauvé, Jean-François Lavoué, Jérôme Nadon, Louise Lakhani, Ramzan Senhaji Rhazi, Mounia Bourbonnais, Robert Richard, Hugues Parent, Marie-Élise |
author_sort | Sauvé, Jean-François |
collection | PubMed |
description | BACKGROUND: While the expert-based occupational exposure assessment approach has been considered the reference method for retrospective population-based studies, its implementation in large study samples has become prohibitive. To facilitate its application and improve upon it we developed, in the context of a Montreal population-based study of prostate cancer (PROtEuS), a hybrid approach combining job-exposure profiles (JEPs) summarizing expert evaluations from previous studies and expert review. We aim to describe the hybrid expert method and its impacts on the exposures assigned in PROtEuS compared to those from a previous study coded using the traditional expert method. METHODS: Applying the hybrid approach, experts evaluated semi-quantitative levels of confidence, concentration and frequency of exposure to 313 agents for 16,065 jobs held by 4005 subjects in PROtEuS. These assessments were compared to those from a different set of jobs coded in an earlier study of lung cancer, conducted on the same study base, for 90 blue-collar occupations and 203 agents. Endpoints evaluated included differences in the number of exposures and in the distribution of ratings across jobs, and the within-occupation variability in exposure. RESULTS: Compared to jobs from the lung cancer study, jobs in PROtEuS had on average 0.3 more exposures. PROtEuS exposures were more often assigned definite confidence ratings, but concentration and frequency levels tended to be lower. The within-occupation variability in ratings assigned to jobs were lower in PROtEuS jobs for all metrics. This was particularly evident for concentration, although considerable variability remained with over 40% of occupation/agent cells in PROtEuS exposed at different levels. The hybrid approach reduced coding time by half, compared to the traditional expert assessment. CONCLUSIONS: The new hybrid expert approach improved on efficiency and transparency, and resulted in greater confidence in assessments, compared to the traditional expert method applied in an earlier study involving a similar set of jobs. Assigned ratings were more homogeneous with the hybrid approach, possibly reflecting clearer guidelines for coding, greater coherence between experts and/or reliance on summaries of past assessments. Nevertheless, significant within-occupation variability remained with the hybrid approach, suggesting that experts took into account job-specific factors in their assessments. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12940-019-0451-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6377721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63777212019-02-27 A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer Sauvé, Jean-François Lavoué, Jérôme Nadon, Louise Lakhani, Ramzan Senhaji Rhazi, Mounia Bourbonnais, Robert Richard, Hugues Parent, Marie-Élise Environ Health Methodology BACKGROUND: While the expert-based occupational exposure assessment approach has been considered the reference method for retrospective population-based studies, its implementation in large study samples has become prohibitive. To facilitate its application and improve upon it we developed, in the context of a Montreal population-based study of prostate cancer (PROtEuS), a hybrid approach combining job-exposure profiles (JEPs) summarizing expert evaluations from previous studies and expert review. We aim to describe the hybrid expert method and its impacts on the exposures assigned in PROtEuS compared to those from a previous study coded using the traditional expert method. METHODS: Applying the hybrid approach, experts evaluated semi-quantitative levels of confidence, concentration and frequency of exposure to 313 agents for 16,065 jobs held by 4005 subjects in PROtEuS. These assessments were compared to those from a different set of jobs coded in an earlier study of lung cancer, conducted on the same study base, for 90 blue-collar occupations and 203 agents. Endpoints evaluated included differences in the number of exposures and in the distribution of ratings across jobs, and the within-occupation variability in exposure. RESULTS: Compared to jobs from the lung cancer study, jobs in PROtEuS had on average 0.3 more exposures. PROtEuS exposures were more often assigned definite confidence ratings, but concentration and frequency levels tended to be lower. The within-occupation variability in ratings assigned to jobs were lower in PROtEuS jobs for all metrics. This was particularly evident for concentration, although considerable variability remained with over 40% of occupation/agent cells in PROtEuS exposed at different levels. The hybrid approach reduced coding time by half, compared to the traditional expert assessment. CONCLUSIONS: The new hybrid expert approach improved on efficiency and transparency, and resulted in greater confidence in assessments, compared to the traditional expert method applied in an earlier study involving a similar set of jobs. Assigned ratings were more homogeneous with the hybrid approach, possibly reflecting clearer guidelines for coding, greater coherence between experts and/or reliance on summaries of past assessments. Nevertheless, significant within-occupation variability remained with the hybrid approach, suggesting that experts took into account job-specific factors in their assessments. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12940-019-0451-0) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-15 /pmc/articles/PMC6377721/ /pubmed/30770757 http://dx.doi.org/10.1186/s12940-019-0451-0 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Sauvé, Jean-François Lavoué, Jérôme Nadon, Louise Lakhani, Ramzan Senhaji Rhazi, Mounia Bourbonnais, Robert Richard, Hugues Parent, Marie-Élise A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer |
title | A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer |
title_full | A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer |
title_fullStr | A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer |
title_full_unstemmed | A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer |
title_short | A hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer |
title_sort | hybrid expert approach for retrospective assessment of occupational exposures in a population-based case-control study of cancer |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6377721/ https://www.ncbi.nlm.nih.gov/pubmed/30770757 http://dx.doi.org/10.1186/s12940-019-0451-0 |
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