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Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain
OBJECTIVES: The aim was to construct and validate a gender-specific job exposure matrix (JEM) for physical exposures to be used in epidemiological studies of low back pain (LBP). MATERIALS AND METHODS: We utilized two large Finnish population surveys, one to construct the JEM and another to test mat...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3495969/ https://www.ncbi.nlm.nih.gov/pubmed/23152793 http://dx.doi.org/10.1371/journal.pone.0048680 |
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author | Solovieva, Svetlana Pehkonen, Irmeli Kausto, Johanna Miranda, Helena Shiri, Rahman Kauppinen, Timo Heliövaara, Markku Burdorf, Alex Husgafvel-Pursiainen, Kirsti Viikari-Juntura, Eira |
author_facet | Solovieva, Svetlana Pehkonen, Irmeli Kausto, Johanna Miranda, Helena Shiri, Rahman Kauppinen, Timo Heliövaara, Markku Burdorf, Alex Husgafvel-Pursiainen, Kirsti Viikari-Juntura, Eira |
author_sort | Solovieva, Svetlana |
collection | PubMed |
description | OBJECTIVES: The aim was to construct and validate a gender-specific job exposure matrix (JEM) for physical exposures to be used in epidemiological studies of low back pain (LBP). MATERIALS AND METHODS: We utilized two large Finnish population surveys, one to construct the JEM and another to test matrix validity. The exposure axis of the matrix included exposures relevant to LBP (heavy physical work, heavy lifting, awkward trunk posture and whole body vibration) and exposures that increase the biomechanical load on the low back (arm elevation) or those that in combination with other known risk factors could be related to LBP (kneeling or squatting). Job titles with similar work tasks and exposures were grouped. Exposure information was based on face-to-face interviews. Validity of the matrix was explored by comparing the JEM (group-based) binary measures with individual-based measures. The predictive validity of the matrix against LBP was evaluated by comparing the associations of the group-based (JEM) exposures with those of individual-based exposures. RESULTS: The matrix includes 348 job titles, representing 81% of all Finnish job titles in the early 2000s. The specificity of the constructed matrix was good, especially in women. The validity measured with kappa-statistic ranged from good to poor, being fair for most exposures. In men, all group-based (JEM) exposures were statistically significantly associated with one-month prevalence of LBP. In women, four out of six group-based exposures showed an association with LBP. CONCLUSIONS: The gender-specific JEM for physical exposures showed relatively high specificity without compromising sensitivity. The matrix can therefore be considered as a valid instrument for exposure assessment in large-scale epidemiological studies, when more precise but more labour-intensive methods are not feasible. Although the matrix was based on Finnish data we foresee that it could be applicable, with some modifications, in other countries with a similar level of technology. |
format | Online Article Text |
id | pubmed-3495969 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-34959692012-11-14 Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain Solovieva, Svetlana Pehkonen, Irmeli Kausto, Johanna Miranda, Helena Shiri, Rahman Kauppinen, Timo Heliövaara, Markku Burdorf, Alex Husgafvel-Pursiainen, Kirsti Viikari-Juntura, Eira PLoS One Research Article OBJECTIVES: The aim was to construct and validate a gender-specific job exposure matrix (JEM) for physical exposures to be used in epidemiological studies of low back pain (LBP). MATERIALS AND METHODS: We utilized two large Finnish population surveys, one to construct the JEM and another to test matrix validity. The exposure axis of the matrix included exposures relevant to LBP (heavy physical work, heavy lifting, awkward trunk posture and whole body vibration) and exposures that increase the biomechanical load on the low back (arm elevation) or those that in combination with other known risk factors could be related to LBP (kneeling or squatting). Job titles with similar work tasks and exposures were grouped. Exposure information was based on face-to-face interviews. Validity of the matrix was explored by comparing the JEM (group-based) binary measures with individual-based measures. The predictive validity of the matrix against LBP was evaluated by comparing the associations of the group-based (JEM) exposures with those of individual-based exposures. RESULTS: The matrix includes 348 job titles, representing 81% of all Finnish job titles in the early 2000s. The specificity of the constructed matrix was good, especially in women. The validity measured with kappa-statistic ranged from good to poor, being fair for most exposures. In men, all group-based (JEM) exposures were statistically significantly associated with one-month prevalence of LBP. In women, four out of six group-based exposures showed an association with LBP. CONCLUSIONS: The gender-specific JEM for physical exposures showed relatively high specificity without compromising sensitivity. The matrix can therefore be considered as a valid instrument for exposure assessment in large-scale epidemiological studies, when more precise but more labour-intensive methods are not feasible. Although the matrix was based on Finnish data we foresee that it could be applicable, with some modifications, in other countries with a similar level of technology. Public Library of Science 2012-11-12 /pmc/articles/PMC3495969/ /pubmed/23152793 http://dx.doi.org/10.1371/journal.pone.0048680 Text en © 2012 Solovieva et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Solovieva, Svetlana Pehkonen, Irmeli Kausto, Johanna Miranda, Helena Shiri, Rahman Kauppinen, Timo Heliövaara, Markku Burdorf, Alex Husgafvel-Pursiainen, Kirsti Viikari-Juntura, Eira Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain |
title | Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain |
title_full | Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain |
title_fullStr | Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain |
title_full_unstemmed | Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain |
title_short | Development and Validation of a Job Exposure Matrix for Physical Risk Factors in Low Back Pain |
title_sort | development and validation of a job exposure matrix for physical risk factors in low back pain |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3495969/ https://www.ncbi.nlm.nih.gov/pubmed/23152793 http://dx.doi.org/10.1371/journal.pone.0048680 |
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