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Effects of depression on employment and social outcomes: a Mendelian randomisation study
BACKGROUND: Depression is associated with socioeconomic disadvantage. However, whether and how depression exerts a causal effect on employment remains unclear. We used Mendelian randomisation (MR) to investigate whether depression affects employment and related outcomes in the UK Biobank dataset. ME...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9118074/ https://www.ncbi.nlm.nih.gov/pubmed/35318279 http://dx.doi.org/10.1136/jech-2021-218074 |
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author | Campbell, Desmond Green, Michael James Davies, Neil Demou, Evangelia Howe, Laura D Harrison, Sean Smith, Daniel J Howard, David M McIntosh, Andrew M Munafò, Marcus Katikireddi, Srinivasa Vittal |
author_facet | Campbell, Desmond Green, Michael James Davies, Neil Demou, Evangelia Howe, Laura D Harrison, Sean Smith, Daniel J Howard, David M McIntosh, Andrew M Munafò, Marcus Katikireddi, Srinivasa Vittal |
author_sort | Campbell, Desmond |
collection | PubMed |
description | BACKGROUND: Depression is associated with socioeconomic disadvantage. However, whether and how depression exerts a causal effect on employment remains unclear. We used Mendelian randomisation (MR) to investigate whether depression affects employment and related outcomes in the UK Biobank dataset. METHODS: We selected 227 242 working-age participants (40–64 in men, 40–59 years for women) of white British ethnicity/ancestry with suitable genetic data in the UK Biobank study. We used 30 independent genetic variants associated with depression as instruments. We conducted observational and two-sample MR analyses. Outcomes were employment status (employed vs not, and employed vs sickness/disability, unemployment, retirement or caring for home/family); weekly hours worked (among employed); Townsend Deprivation Index; highest educational attainment; and household income. RESULTS: People who had experienced depression had higher odds of non-employment, sickness/disability, unemployment, caring for home/family and early retirement. Depression was associated with reduced weekly hours worked, lower household income and lower educational attainment, and increased deprivation. MR analyses suggested depression liability caused increased non-employment (OR 1.16, 95% CI 1.06 to 1.26) and sickness/disability (OR 1.56, 95% CI 1.34 to 1.82), but was not causal for caring for home/family, early retirement or unemployment. There was little evidence from MR that depression affected weekly hours worked, educational attainment, household income or deprivation. CONCLUSIONS: Depression liability appears to cause increased non-employment, particularly by increasing disability. There was little evidence of depression affecting early retirement, hours worked or household income, but power was low. Effective treatment of depression might have important economic benefits to individuals and society. |
format | Online Article Text |
id | pubmed-9118074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-91180742022-06-04 Effects of depression on employment and social outcomes: a Mendelian randomisation study Campbell, Desmond Green, Michael James Davies, Neil Demou, Evangelia Howe, Laura D Harrison, Sean Smith, Daniel J Howard, David M McIntosh, Andrew M Munafò, Marcus Katikireddi, Srinivasa Vittal J Epidemiol Community Health Original Research BACKGROUND: Depression is associated with socioeconomic disadvantage. However, whether and how depression exerts a causal effect on employment remains unclear. We used Mendelian randomisation (MR) to investigate whether depression affects employment and related outcomes in the UK Biobank dataset. METHODS: We selected 227 242 working-age participants (40–64 in men, 40–59 years for women) of white British ethnicity/ancestry with suitable genetic data in the UK Biobank study. We used 30 independent genetic variants associated with depression as instruments. We conducted observational and two-sample MR analyses. Outcomes were employment status (employed vs not, and employed vs sickness/disability, unemployment, retirement or caring for home/family); weekly hours worked (among employed); Townsend Deprivation Index; highest educational attainment; and household income. RESULTS: People who had experienced depression had higher odds of non-employment, sickness/disability, unemployment, caring for home/family and early retirement. Depression was associated with reduced weekly hours worked, lower household income and lower educational attainment, and increased deprivation. MR analyses suggested depression liability caused increased non-employment (OR 1.16, 95% CI 1.06 to 1.26) and sickness/disability (OR 1.56, 95% CI 1.34 to 1.82), but was not causal for caring for home/family, early retirement or unemployment. There was little evidence from MR that depression affected weekly hours worked, educational attainment, household income or deprivation. CONCLUSIONS: Depression liability appears to cause increased non-employment, particularly by increasing disability. There was little evidence of depression affecting early retirement, hours worked or household income, but power was low. Effective treatment of depression might have important economic benefits to individuals and society. BMJ Publishing Group 2022-06 2022-03-22 /pmc/articles/PMC9118074/ /pubmed/35318279 http://dx.doi.org/10.1136/jech-2021-218074 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Original Research Campbell, Desmond Green, Michael James Davies, Neil Demou, Evangelia Howe, Laura D Harrison, Sean Smith, Daniel J Howard, David M McIntosh, Andrew M Munafò, Marcus Katikireddi, Srinivasa Vittal Effects of depression on employment and social outcomes: a Mendelian randomisation study |
title | Effects of depression on employment and social outcomes: a Mendelian randomisation study |
title_full | Effects of depression on employment and social outcomes: a Mendelian randomisation study |
title_fullStr | Effects of depression on employment and social outcomes: a Mendelian randomisation study |
title_full_unstemmed | Effects of depression on employment and social outcomes: a Mendelian randomisation study |
title_short | Effects of depression on employment and social outcomes: a Mendelian randomisation study |
title_sort | effects of depression on employment and social outcomes: a mendelian randomisation study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9118074/ https://www.ncbi.nlm.nih.gov/pubmed/35318279 http://dx.doi.org/10.1136/jech-2021-218074 |
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