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Effects of increased body mass index on employment status: a Mendelian randomisation study

BACKGROUND: The obesity epidemic may have substantial implications for the global workforce, including causal effects on employment, but clear evidence is lacking. Obesity may prevent people from being in paid work through poor health or through social discrimination. We studied genetic variants rob...

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Autores principales: Campbell, Desmond D., Green, Michael, Davies, Neil, Demou, Evangelia, Ward, Joey, Howe, Laura D., Harrison, Sean, Johnston, Keira J. A., Strawbridge, Rona J., Popham, Frank, Smith, Daniel J., Munafò, Marcus R., Katikireddi, Srinivasa Vittal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8310793/
https://www.ncbi.nlm.nih.gov/pubmed/34158612
http://dx.doi.org/10.1038/s41366-021-00846-x
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author Campbell, Desmond D.
Green, Michael
Davies, Neil
Demou, Evangelia
Ward, Joey
Howe, Laura D.
Harrison, Sean
Johnston, Keira J. A.
Strawbridge, Rona J.
Popham, Frank
Smith, Daniel J.
Munafò, Marcus R.
Katikireddi, Srinivasa Vittal
author_facet Campbell, Desmond D.
Green, Michael
Davies, Neil
Demou, Evangelia
Ward, Joey
Howe, Laura D.
Harrison, Sean
Johnston, Keira J. A.
Strawbridge, Rona J.
Popham, Frank
Smith, Daniel J.
Munafò, Marcus R.
Katikireddi, Srinivasa Vittal
author_sort Campbell, Desmond D.
collection PubMed
description BACKGROUND: The obesity epidemic may have substantial implications for the global workforce, including causal effects on employment, but clear evidence is lacking. Obesity may prevent people from being in paid work through poor health or through social discrimination. We studied genetic variants robustly associated with body mass index (BMI) to investigate its causal effects on employment. DATASET/METHODS: White UK ethnicity participants of working age (men 40–64 years, women 40–59 years), with suitable genetic data were selected in the UK Biobank study (N = 230,791). Employment status was categorised in two ways: first, contrasting being in paid employment with any other status; and second, contrasting being in paid employment with sickness/disability, unemployment, early retirement and caring for home/family. Socioeconomic indicators also investigated were hours worked, household income, educational attainment and Townsend deprivation index (TDI). We conducted observational and two-sample Mendelian randomisation (MR) analyses to investigate the effect of increased BMI on employment-related outcomes. RESULTS: Regressions showed BMI associated with all the employment-related outcomes investigated. MR analyses provided evidence for higher BMI causing increased risk of sickness/disability (OR 1.08, 95% CI 1.04, 1.11, per 1 Kg/m(2) BMI increase) and decreased caring for home/family (OR 0.96, 95% CI 0.93, 0.99), higher TDI (Beta 0.038, 95% CI 0.018, 0.059), and lower household income (OR 0.98, 95% CI 0.96, 0.99). In contrast, MR provided evidence for no causal effect of BMI on unemployment, early retirement, non-employment, hours worked or educational attainment. There was little evidence for causal effects differing by sex or age. Robustness tests yielded consistent results. DISCUSSION: BMI appears to exert a causal effect on employment status, largely by affecting an individual’s health rather than through increased unemployment arising from social discrimination. The obesity epidemic may be contributing to increased worklessness and therefore could impose a substantial societal burden.
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spelling pubmed-83107932021-08-12 Effects of increased body mass index on employment status: a Mendelian randomisation study Campbell, Desmond D. Green, Michael Davies, Neil Demou, Evangelia Ward, Joey Howe, Laura D. Harrison, Sean Johnston, Keira J. A. Strawbridge, Rona J. Popham, Frank Smith, Daniel J. Munafò, Marcus R. Katikireddi, Srinivasa Vittal Int J Obes (Lond) Article BACKGROUND: The obesity epidemic may have substantial implications for the global workforce, including causal effects on employment, but clear evidence is lacking. Obesity may prevent people from being in paid work through poor health or through social discrimination. We studied genetic variants robustly associated with body mass index (BMI) to investigate its causal effects on employment. DATASET/METHODS: White UK ethnicity participants of working age (men 40–64 years, women 40–59 years), with suitable genetic data were selected in the UK Biobank study (N = 230,791). Employment status was categorised in two ways: first, contrasting being in paid employment with any other status; and second, contrasting being in paid employment with sickness/disability, unemployment, early retirement and caring for home/family. Socioeconomic indicators also investigated were hours worked, household income, educational attainment and Townsend deprivation index (TDI). We conducted observational and two-sample Mendelian randomisation (MR) analyses to investigate the effect of increased BMI on employment-related outcomes. RESULTS: Regressions showed BMI associated with all the employment-related outcomes investigated. MR analyses provided evidence for higher BMI causing increased risk of sickness/disability (OR 1.08, 95% CI 1.04, 1.11, per 1 Kg/m(2) BMI increase) and decreased caring for home/family (OR 0.96, 95% CI 0.93, 0.99), higher TDI (Beta 0.038, 95% CI 0.018, 0.059), and lower household income (OR 0.98, 95% CI 0.96, 0.99). In contrast, MR provided evidence for no causal effect of BMI on unemployment, early retirement, non-employment, hours worked or educational attainment. There was little evidence for causal effects differing by sex or age. Robustness tests yielded consistent results. DISCUSSION: BMI appears to exert a causal effect on employment status, largely by affecting an individual’s health rather than through increased unemployment arising from social discrimination. The obesity epidemic may be contributing to increased worklessness and therefore could impose a substantial societal burden. Nature Publishing Group UK 2021-06-22 2021 /pmc/articles/PMC8310793/ /pubmed/34158612 http://dx.doi.org/10.1038/s41366-021-00846-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Campbell, Desmond D.
Green, Michael
Davies, Neil
Demou, Evangelia
Ward, Joey
Howe, Laura D.
Harrison, Sean
Johnston, Keira J. A.
Strawbridge, Rona J.
Popham, Frank
Smith, Daniel J.
Munafò, Marcus R.
Katikireddi, Srinivasa Vittal
Effects of increased body mass index on employment status: a Mendelian randomisation study
title Effects of increased body mass index on employment status: a Mendelian randomisation study
title_full Effects of increased body mass index on employment status: a Mendelian randomisation study
title_fullStr Effects of increased body mass index on employment status: a Mendelian randomisation study
title_full_unstemmed Effects of increased body mass index on employment status: a Mendelian randomisation study
title_short Effects of increased body mass index on employment status: a Mendelian randomisation study
title_sort effects of increased body mass index on employment status: a mendelian randomisation study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8310793/
https://www.ncbi.nlm.nih.gov/pubmed/34158612
http://dx.doi.org/10.1038/s41366-021-00846-x
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