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Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost

BACKGROUND: Limited knowledge exists on the expected long-term effects and cost-effectiveness of initiatives aiming to reduce the burden of obesity. AIM: To develop a Norwegian obesity-focused disease-simulation model: the MOON model. MATERIAL AND METHODS: We developed a Markov model and simulated a...

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Autores principales: Bjørnelv, Gudrun M. W., Halsteinli, Vidar, Kulseng, Bård E., Sonntag, Diana, Ødegaard, Rønnaug A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7783689/
https://www.ncbi.nlm.nih.gov/pubmed/33256539
http://dx.doi.org/10.1177/0272989X20971589
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author Bjørnelv, Gudrun M. W.
Halsteinli, Vidar
Kulseng, Bård E.
Sonntag, Diana
Ødegaard, Rønnaug A.
author_facet Bjørnelv, Gudrun M. W.
Halsteinli, Vidar
Kulseng, Bård E.
Sonntag, Diana
Ødegaard, Rønnaug A.
author_sort Bjørnelv, Gudrun M. W.
collection PubMed
description BACKGROUND: Limited knowledge exists on the expected long-term effects and cost-effectiveness of initiatives aiming to reduce the burden of obesity. AIM: To develop a Norwegian obesity-focused disease-simulation model: the MOON model. MATERIAL AND METHODS: We developed a Markov model and simulated a Norwegian birth cohort’s movement between the health states “normal weight,”“overweight,”“obese 1,”“obese 2,” and “dead” using a lifetime perspective. Model input was estimated using longitudinal data from health surveys and real-world data (RWD) from local and national registers (N = 99,348). The model is deterministic and probabilistic and stratified by gender. Model validity was assessed by estimating the cohort’s expected prevalence, health care costs, and mortality related to overweight and obesity. RESULTS: Throughout the cohort’s life, the prevalence of overweight increased steadily and stabilized at 45% at 45 y of age. The number of obese 1 and 2 individuals peaked at age 75 y, when 44% of women and 35% of men were obese. The incremental costs per person associated with obesity was highest in older ages and, when accumulated over the lifetime, higher among women (€12,118, €9,495–€15,047) than men (€6,646, €5,252–€10,900). On average, obesity shortened the life expectancy of women/men in the whole cohort by 1.31/1.08 y. The life expectancy for normal-weight women/men at age 30 was 83.31/80.31. The life expectancy was reduced by 1.05/0.65 y if the individual was overweight, obese (2.87/2.71 y), or obese 2 (4.06/4.83 y). CONCLUSION: The high expected prevalence of obesity in the future will lead to substantial health care costs and large losses in life-years. This underscores the need to implement interventions to reduce the burden of obesity; the MOON model will enable economic evaluations for a wide range of interventions.
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spelling pubmed-77836892021-01-21 Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost Bjørnelv, Gudrun M. W. Halsteinli, Vidar Kulseng, Bård E. Sonntag, Diana Ødegaard, Rønnaug A. Med Decis Making Original Articles BACKGROUND: Limited knowledge exists on the expected long-term effects and cost-effectiveness of initiatives aiming to reduce the burden of obesity. AIM: To develop a Norwegian obesity-focused disease-simulation model: the MOON model. MATERIAL AND METHODS: We developed a Markov model and simulated a Norwegian birth cohort’s movement between the health states “normal weight,”“overweight,”“obese 1,”“obese 2,” and “dead” using a lifetime perspective. Model input was estimated using longitudinal data from health surveys and real-world data (RWD) from local and national registers (N = 99,348). The model is deterministic and probabilistic and stratified by gender. Model validity was assessed by estimating the cohort’s expected prevalence, health care costs, and mortality related to overweight and obesity. RESULTS: Throughout the cohort’s life, the prevalence of overweight increased steadily and stabilized at 45% at 45 y of age. The number of obese 1 and 2 individuals peaked at age 75 y, when 44% of women and 35% of men were obese. The incremental costs per person associated with obesity was highest in older ages and, when accumulated over the lifetime, higher among women (€12,118, €9,495–€15,047) than men (€6,646, €5,252–€10,900). On average, obesity shortened the life expectancy of women/men in the whole cohort by 1.31/1.08 y. The life expectancy for normal-weight women/men at age 30 was 83.31/80.31. The life expectancy was reduced by 1.05/0.65 y if the individual was overweight, obese (2.87/2.71 y), or obese 2 (4.06/4.83 y). CONCLUSION: The high expected prevalence of obesity in the future will lead to substantial health care costs and large losses in life-years. This underscores the need to implement interventions to reduce the burden of obesity; the MOON model will enable economic evaluations for a wide range of interventions. SAGE Publications 2020-11-30 2021-01 /pmc/articles/PMC7783689/ /pubmed/33256539 http://dx.doi.org/10.1177/0272989X20971589 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Articles
Bjørnelv, Gudrun M. W.
Halsteinli, Vidar
Kulseng, Bård E.
Sonntag, Diana
Ødegaard, Rønnaug A.
Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost
title Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost
title_full Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost
title_fullStr Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost
title_full_unstemmed Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost
title_short Modeling Obesity in Norway (The MOON Study): A Decision-Analytic Approach—Prevalence, Costs, and Years of Life Lost
title_sort modeling obesity in norway (the moon study): a decision-analytic approach—prevalence, costs, and years of life lost
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7783689/
https://www.ncbi.nlm.nih.gov/pubmed/33256539
http://dx.doi.org/10.1177/0272989X20971589
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