Cargando…
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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783728836927553536 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8310793 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT campbelldesmondd effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT greenmichael effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT daviesneil effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT demouevangelia effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT wardjoey effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT howelaurad effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT harrisonsean effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT johnstonkeiraja effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT strawbridgeronaj effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT pophamfrank effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT smithdanielj effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT munafomarcusr effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy AT katikireddisrinivasavittal effectsofincreasedbodymassindexonemploymentstatusamendelianrandomisationstudy |