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The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort

BACKGROUND: High adiposity is associated with higher risks for a variety of adverse health outcomes, including higher rates of age-adjusted mortality and increased morbidity. This has important implications for the management of healthcare systems, since the endocrinal, cardiometabolic and other cha...

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Autores principales: Dixon, Padraig, Davey Smith, George, Hollingworth, William
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6535149/
https://www.ncbi.nlm.nih.gov/pubmed/30599049
http://dx.doi.org/10.1007/s40258-018-0450-2
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author Dixon, Padraig
Davey Smith, George
Hollingworth, William
author_facet Dixon, Padraig
Davey Smith, George
Hollingworth, William
author_sort Dixon, Padraig
collection PubMed
description BACKGROUND: High adiposity is associated with higher risks for a variety of adverse health outcomes, including higher rates of age-adjusted mortality and increased morbidity. This has important implications for the management of healthcare systems, since the endocrinal, cardiometabolic and other changes associated with increased adiposity may be associated with substantial healthcare costs. METHODS: We studied the association between various measures of adiposity and inpatient hospital costs through record linkage between UK Biobank and records of inpatient care in England and Wales. UK Biobank is a large prospective cohort study that aimed to recruit men and women aged between 40 and 69 from 2006 to 2010. We applied generalised linear models to cost per person year to estimate the marginal effect of adiposity, and average adjusted predicted costs of adiposity. RESULTS: Valid cost and body mass index (BMI) data from 457,689 participants were available for inferential analysis. Some 54.4% of individuals included in the analysis sample had positive inpatient healthcare costs over the period of follow-up. Median hospital costs per person-year of follow-up were £89, compared to mean costs of £481. Mean BMI overall was 27.4 kg/m(2) (standard deviation 4.8). The marginal effect of a unit increase in BMI was £13.61 (99% confidence interval £12.60–£14.63) per person-year of follow up. The marginal effect of a standard deviation increase in BMI was £69.20 (99% confidence interval £64.98–£73.42). The marginal effect of becoming obese was £136.35 (99% confidence interval £124.62–£148.08). Average adjusted predicted inpatient hospital costs increased almost linearly when modelled using continuous measure of adiposity. Sensitivity analysis of different scenarios did not substantially change these conclusions, although there was some evidence of attenuation of the effects of adiposity when controlling for waist-hip ratios, and when individuals who self-reported any pre-existing conditions were excluded from analysis. CONCLUSIONS: Higher adiposity is associated with higher inpatient hospital costs. Further scrutiny using causal inferential methods is warranted to establish if further public health investments are required to manage the large healthcare costs observationally associated with overweight and obesity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s40258-018-0450-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-65351492019-06-12 The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort Dixon, Padraig Davey Smith, George Hollingworth, William Appl Health Econ Health Policy Original Research Article BACKGROUND: High adiposity is associated with higher risks for a variety of adverse health outcomes, including higher rates of age-adjusted mortality and increased morbidity. This has important implications for the management of healthcare systems, since the endocrinal, cardiometabolic and other changes associated with increased adiposity may be associated with substantial healthcare costs. METHODS: We studied the association between various measures of adiposity and inpatient hospital costs through record linkage between UK Biobank and records of inpatient care in England and Wales. UK Biobank is a large prospective cohort study that aimed to recruit men and women aged between 40 and 69 from 2006 to 2010. We applied generalised linear models to cost per person year to estimate the marginal effect of adiposity, and average adjusted predicted costs of adiposity. RESULTS: Valid cost and body mass index (BMI) data from 457,689 participants were available for inferential analysis. Some 54.4% of individuals included in the analysis sample had positive inpatient healthcare costs over the period of follow-up. Median hospital costs per person-year of follow-up were £89, compared to mean costs of £481. Mean BMI overall was 27.4 kg/m(2) (standard deviation 4.8). The marginal effect of a unit increase in BMI was £13.61 (99% confidence interval £12.60–£14.63) per person-year of follow up. The marginal effect of a standard deviation increase in BMI was £69.20 (99% confidence interval £64.98–£73.42). The marginal effect of becoming obese was £136.35 (99% confidence interval £124.62–£148.08). Average adjusted predicted inpatient hospital costs increased almost linearly when modelled using continuous measure of adiposity. Sensitivity analysis of different scenarios did not substantially change these conclusions, although there was some evidence of attenuation of the effects of adiposity when controlling for waist-hip ratios, and when individuals who self-reported any pre-existing conditions were excluded from analysis. CONCLUSIONS: Higher adiposity is associated with higher inpatient hospital costs. Further scrutiny using causal inferential methods is warranted to establish if further public health investments are required to manage the large healthcare costs observationally associated with overweight and obesity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s40258-018-0450-2) contains supplementary material, which is available to authorized users. Springer International Publishing 2018-12-31 2019 /pmc/articles/PMC6535149/ /pubmed/30599049 http://dx.doi.org/10.1007/s40258-018-0450-2 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, duplication, 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.
spellingShingle Original Research Article
Dixon, Padraig
Davey Smith, George
Hollingworth, William
The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort
title The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort
title_full The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort
title_fullStr The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort
title_full_unstemmed The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort
title_short The Association Between Adiposity and Inpatient Hospital Costs in the UK Biobank Cohort
title_sort association between adiposity and inpatient hospital costs in the uk biobank cohort
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6535149/
https://www.ncbi.nlm.nih.gov/pubmed/30599049
http://dx.doi.org/10.1007/s40258-018-0450-2
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