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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...

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Autores principales: DiBonaventura, Marco, Nicolucci, Antonio, Meincke, Henrik, Le Lay, Agathe, Fournier, Janine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2018
Materias:
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.
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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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