Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal Employees

This study investigates to what extent pain in multiple sites and common risk factors related to work environment, occupational class and health behaviours are associated with cause-specific work disability (WD) development clusters. The study population was derived from the Finnish Helsinki Health...

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Main Authors: Aapo Hiilamo, Anna Huttu, Simon Øverland, Olli Pietiläinen, Ossi Rahkonen, Tea Lallukka
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/7/3375
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spelling doaj-0d9a5b0ffc81489e907640d3dbe3c9ab2021-03-25T00:05:47ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-03-01183375337510.3390/ijerph18073375Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal EmployeesAapo Hiilamo0Anna Huttu1Simon Øverland2Olli Pietiläinen3Ossi Rahkonen4Tea Lallukka5Finnish Institute of Occupational Health, PO Box 18, 00032 Helsinki, FinlandDepartment of Public Health, University of Helsinki, PO Box 20, Helsinki, FinlandDivision of Physical and Mental Health, Norwegian Institute of Public Health, N-0403 Oslo, NorwayDepartment of Public Health, University of Helsinki, PO Box 20, Helsinki, FinlandDepartment of Public Health, University of Helsinki, PO Box 20, Helsinki, FinlandFinnish Institute of Occupational Health, PO Box 18, 00032 Helsinki, FinlandThis study investigates to what extent pain in multiple sites and common risk factors related to work environment, occupational class and health behaviours are associated with cause-specific work disability (WD) development clusters. The study population was derived from the Finnish Helsinki Health Study (n = 2878). Sequence analysis created clusters of similar subsequent cause-specific WD development in an eight-year follow-up period. Cross-tabulations and multinomial logistic regression were used to analyze the extent to which baseline factors, including pain in multiple sites, were associated with the subsequent WD clusters. A solution with five distinct WD clusters was chosen: absence of any WD (40%), low and temporary WD due to various causes (46%), WD due to mental disorders (3%), WD due to musculoskeletal (8%) and WD due to other causes (4%). Half of the employees in the musculoskeletal WD cluster had pain in multiple locations. In the adjusted model the number of pain sites, low occupational class and physical working conditions were linked to the musculoskeletal WD. The identified characteristics of the different WD clusters may help target tailored work disability prevention measures for those at risk.https://www.mdpi.com/1660-4601/18/7/3375work disabilitypainpublic sector
collection DOAJ
language English
format Article
sources DOAJ
author Aapo Hiilamo
Anna Huttu
Simon Øverland
Olli Pietiläinen
Ossi Rahkonen
Tea Lallukka
spellingShingle Aapo Hiilamo
Anna Huttu
Simon Øverland
Olli Pietiläinen
Ossi Rahkonen
Tea Lallukka
Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal Employees
International Journal of Environmental Research and Public Health
work disability
pain
public sector
author_facet Aapo Hiilamo
Anna Huttu
Simon Øverland
Olli Pietiläinen
Ossi Rahkonen
Tea Lallukka
author_sort Aapo Hiilamo
title Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal Employees
title_short Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal Employees
title_full Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal Employees
title_fullStr Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal Employees
title_full_unstemmed Pain in Multiple Sites and Clusters of Cause-Specific Work Disability Development among Midlife Municipal Employees
title_sort pain in multiple sites and clusters of cause-specific work disability development among midlife municipal employees
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-03-01
description This study investigates to what extent pain in multiple sites and common risk factors related to work environment, occupational class and health behaviours are associated with cause-specific work disability (WD) development clusters. The study population was derived from the Finnish Helsinki Health Study (n = 2878). Sequence analysis created clusters of similar subsequent cause-specific WD development in an eight-year follow-up period. Cross-tabulations and multinomial logistic regression were used to analyze the extent to which baseline factors, including pain in multiple sites, were associated with the subsequent WD clusters. A solution with five distinct WD clusters was chosen: absence of any WD (40%), low and temporary WD due to various causes (46%), WD due to mental disorders (3%), WD due to musculoskeletal (8%) and WD due to other causes (4%). Half of the employees in the musculoskeletal WD cluster had pain in multiple locations. In the adjusted model the number of pain sites, low occupational class and physical working conditions were linked to the musculoskeletal WD. The identified characteristics of the different WD clusters may help target tailored work disability prevention measures for those at risk.
topic work disability
pain
public sector
url https://www.mdpi.com/1660-4601/18/7/3375
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