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Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes
PURPOSE: This study investigated the association between body mass index (BMI) and three comorbid conditions (type 2 diabetes [T2D], prediabetes, and hypertension) on humanistic and economic outcomes. PATIENTS AND METHODS: This retrospective observational study collected data from German (n=14286) a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Dove Medical Press
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6113914/ https://www.ncbi.nlm.nih.gov/pubmed/30197528 http://dx.doi.org/10.2147/CEOR.S157673 |
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author | DiBonaventura, Marco Nicolucci, Antonio Meincke, Henrik Le Lay, Agathe Fournier, Janine |
author_facet | DiBonaventura, Marco Nicolucci, Antonio Meincke, Henrik Le Lay, Agathe Fournier, Janine |
author_sort | DiBonaventura, Marco |
collection | PubMed |
description | PURPOSE: This study investigated the association between body mass index (BMI) and three comorbid conditions (type 2 diabetes [T2D], prediabetes, and hypertension) on humanistic and economic outcomes. PATIENTS AND METHODS: This retrospective observational study collected data from German (n=14286) and Italian (n=9433) respondents to the 2013 European Union National Health and Wellness Survey, a cross-sectional, nationally representative online survey of the general adult population. Respondents were grouped, based on their self-reported BMI, and stratified into three other comorbid conditions (T2D, prediabetes, and hypertension). Generalized linear models, controlling for demographics and health characteristics, tested the relationship between BMI and health status, work productivity loss, and health care resource utilization. Indirect and direct costs were calculated based on overall work productivity loss and health care resource utilization, respectively. The same generalized linear models were also performed separately for those with T2D, prediabetes, and hypertension. RESULTS: The sample of German respondents was 50.16% male, with a mean age of 46.68 years (SD =16.05); 35.24% were classified as overweight and 21.29% were obese. In Italy, the sample was 48.34% male, with a mean age of 49.27 years (SD =15.75); 34.85% were classified as overweight, and 12.89% were obese. Multivariable analyses demonstrated that, in both countries, higher BMI was associated with worse humanistic outcomes and only those from Germany also reported greater direct and indirect costs. Differences in the impact of BMI on outcomes by country were additionally found when the sample was stratified into those with prediabetes, T2D, and hypertension. CONCLUSION: The high percentage of patients who are overweight or obese in Germany and Italy remains problematic. Better elucidating the impact of overweight or obese BMI, as well as the incremental effects of relevant comorbid conditions, on humanistic and economic outcomes is critical to quantify the multifaceted burden on individuals and society. |
format | Online Article Text |
id | pubmed-6113914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-61139142018-09-07 Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes DiBonaventura, Marco Nicolucci, Antonio Meincke, Henrik Le Lay, Agathe Fournier, Janine Clinicoecon Outcomes Res Original Research PURPOSE: This study investigated the association between body mass index (BMI) and three comorbid conditions (type 2 diabetes [T2D], prediabetes, and hypertension) on humanistic and economic outcomes. PATIENTS AND METHODS: This retrospective observational study collected data from German (n=14286) and Italian (n=9433) respondents to the 2013 European Union National Health and Wellness Survey, a cross-sectional, nationally representative online survey of the general adult population. Respondents were grouped, based on their self-reported BMI, and stratified into three other comorbid conditions (T2D, prediabetes, and hypertension). Generalized linear models, controlling for demographics and health characteristics, tested the relationship between BMI and health status, work productivity loss, and health care resource utilization. Indirect and direct costs were calculated based on overall work productivity loss and health care resource utilization, respectively. The same generalized linear models were also performed separately for those with T2D, prediabetes, and hypertension. RESULTS: The sample of German respondents was 50.16% male, with a mean age of 46.68 years (SD =16.05); 35.24% were classified as overweight and 21.29% were obese. In Italy, the sample was 48.34% male, with a mean age of 49.27 years (SD =15.75); 34.85% were classified as overweight, and 12.89% were obese. Multivariable analyses demonstrated that, in both countries, higher BMI was associated with worse humanistic outcomes and only those from Germany also reported greater direct and indirect costs. Differences in the impact of BMI on outcomes by country were additionally found when the sample was stratified into those with prediabetes, T2D, and hypertension. CONCLUSION: The high percentage of patients who are overweight or obese in Germany and Italy remains problematic. Better elucidating the impact of overweight or obese BMI, as well as the incremental effects of relevant comorbid conditions, on humanistic and economic outcomes is critical to quantify the multifaceted burden on individuals and society. Dove Medical Press 2018-08-24 /pmc/articles/PMC6113914/ /pubmed/30197528 http://dx.doi.org/10.2147/CEOR.S157673 Text en © 2018 DiBonaventura et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research DiBonaventura, Marco Nicolucci, Antonio Meincke, Henrik Le Lay, Agathe Fournier, Janine Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes |
title | Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes |
title_full | Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes |
title_fullStr | Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes |
title_full_unstemmed | Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes |
title_short | Obesity in Germany and Italy: prevalence, comorbidities, and associations with patient outcomes |
title_sort | obesity in germany and italy: prevalence, comorbidities, and associations with patient outcomes |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6113914/ https://www.ncbi.nlm.nih.gov/pubmed/30197528 http://dx.doi.org/10.2147/CEOR.S157673 |
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