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Employment trajectories and mental health-related disability in Belgium
OBJECTIVES: An individual’s quality of employment over time has been highlighted as a potential determinant of mental health. With mental ill-health greatly contributing to work incapacities and disabilities in Belgium, the present study aims to explore whether mental health, as indicated by registe...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9905181/ https://www.ncbi.nlm.nih.gov/pubmed/36214912 http://dx.doi.org/10.1007/s00420-022-01923-y |
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author | Balogh, Rebeka Gadeyne, Sylvie Jonsson, Johanna Sarkar, Sudipa Van Aerden, Karen Warhurst, Chris Vanroelen, Christophe |
author_facet | Balogh, Rebeka Gadeyne, Sylvie Jonsson, Johanna Sarkar, Sudipa Van Aerden, Karen Warhurst, Chris Vanroelen, Christophe |
author_sort | Balogh, Rebeka |
collection | PubMed |
description | OBJECTIVES: An individual’s quality of employment over time has been highlighted as a potential determinant of mental health. With mental ill-health greatly contributing to work incapacities and disabilities in Belgium, the present study aims to explore whether mental health, as indicated by registered mental health-related disability, is structured along the lines of employment quality, whereby employment quality is assessed over time as part of individuals’ labour market trajectories. METHODS: Using administrative data from the Belgian Crossroads Bank for Social Security over 16 quarters between 2006 and 2009, transitions between waged jobs of varying quality (based on dimensions of income, working time, employment stability and multiple jobholding), self-employment, and unemployment are considered among individuals in the labour force aged 30–40 at baseline (n = 41,065 women and 45,667 men). With Multichannel Sequence Analysis and clustering, we constructed ideal types of employment trajectories. Fitting Cox regressions, we then evaluated individuals’ hazard of experiencing a disability from a mental disorder between 2010 and 2016. RESULTS: Our analysis highlights various gender-specific trajectories. Among both genders, individuals exposed to near-constant unemployment over the initial 4 years showed the highest hazard of subsequent mental health-related disability compared to a group characterised by stable full-time employment, single jobholding, and above-median income. Trajectories involving a higher probability of subsidised and non-standard employment and (potential) spells of unemployment and lower relative income were also strong predictors of cause-specific disabilities. Health selection and confounding might, however, be contributing factors. CONCLUSIONS: Our study shows a gradient of mental disorders resulting in a disability along trajectory types. Our findings highlight the predictive power of labour market trajectories and their employment quality for subsequent mental disorder-related disability. Future research should examine the mechanisms, including selection effects in this association. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00420-022-01923-y. |
format | Online Article Text |
id | pubmed-9905181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-99051812023-02-08 Employment trajectories and mental health-related disability in Belgium Balogh, Rebeka Gadeyne, Sylvie Jonsson, Johanna Sarkar, Sudipa Van Aerden, Karen Warhurst, Chris Vanroelen, Christophe Int Arch Occup Environ Health Original Article OBJECTIVES: An individual’s quality of employment over time has been highlighted as a potential determinant of mental health. With mental ill-health greatly contributing to work incapacities and disabilities in Belgium, the present study aims to explore whether mental health, as indicated by registered mental health-related disability, is structured along the lines of employment quality, whereby employment quality is assessed over time as part of individuals’ labour market trajectories. METHODS: Using administrative data from the Belgian Crossroads Bank for Social Security over 16 quarters between 2006 and 2009, transitions between waged jobs of varying quality (based on dimensions of income, working time, employment stability and multiple jobholding), self-employment, and unemployment are considered among individuals in the labour force aged 30–40 at baseline (n = 41,065 women and 45,667 men). With Multichannel Sequence Analysis and clustering, we constructed ideal types of employment trajectories. Fitting Cox regressions, we then evaluated individuals’ hazard of experiencing a disability from a mental disorder between 2010 and 2016. RESULTS: Our analysis highlights various gender-specific trajectories. Among both genders, individuals exposed to near-constant unemployment over the initial 4 years showed the highest hazard of subsequent mental health-related disability compared to a group characterised by stable full-time employment, single jobholding, and above-median income. Trajectories involving a higher probability of subsidised and non-standard employment and (potential) spells of unemployment and lower relative income were also strong predictors of cause-specific disabilities. Health selection and confounding might, however, be contributing factors. CONCLUSIONS: Our study shows a gradient of mental disorders resulting in a disability along trajectory types. Our findings highlight the predictive power of labour market trajectories and their employment quality for subsequent mental disorder-related disability. Future research should examine the mechanisms, including selection effects in this association. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00420-022-01923-y. Springer Berlin Heidelberg 2022-10-10 2023 /pmc/articles/PMC9905181/ /pubmed/36214912 http://dx.doi.org/10.1007/s00420-022-01923-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Balogh, Rebeka Gadeyne, Sylvie Jonsson, Johanna Sarkar, Sudipa Van Aerden, Karen Warhurst, Chris Vanroelen, Christophe Employment trajectories and mental health-related disability in Belgium |
title | Employment trajectories and mental health-related disability in Belgium |
title_full | Employment trajectories and mental health-related disability in Belgium |
title_fullStr | Employment trajectories and mental health-related disability in Belgium |
title_full_unstemmed | Employment trajectories and mental health-related disability in Belgium |
title_short | Employment trajectories and mental health-related disability in Belgium |
title_sort | employment trajectories and mental health-related disability in belgium |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9905181/ https://www.ncbi.nlm.nih.gov/pubmed/36214912 http://dx.doi.org/10.1007/s00420-022-01923-y |
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