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Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study
BACKGROUND: By design, existing scenario-based nutrition economics studies on the financial benefits of healthy dietary behaviors generally report uncertainty in inputs and wide ranges of outcome estimates. OBJECTIVES: This modeling exercise aimed to establish precision in prediction of the potentia...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Open Academia
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756079/ https://www.ncbi.nlm.nih.gov/pubmed/31565041 http://dx.doi.org/10.29219/fnr.v63.3418 |
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author | Jones, Jason P.H. Abdullah, Mohammad M.H. Wood, Dallas Jones, Peter J.H. |
author_facet | Jones, Jason P.H. Abdullah, Mohammad M.H. Wood, Dallas Jones, Peter J.H. |
author_sort | Jones, Jason P.H. |
collection | PubMed |
description | BACKGROUND: By design, existing scenario-based nutrition economics studies on the financial benefits of healthy dietary behaviors generally report uncertainty in inputs and wide ranges of outcome estimates. OBJECTIVES: This modeling exercise aimed to establish precision in prediction of the potential healthcare cost savings that would follow a reduction in the incidence of cardiovascular disease (CVD) consistent with an increase in adherence to a Mediterranean-style diet (MedDiet). DESIGN: Using a Monte Carlo simulation model on a cost-of-illness analysis assessing MedDiet adherence, CVD incidence reduction, and healthcare cost savings in the United States and Canada, short- and long-term cost savings that are likely to accrue to the American and Canadian healthcare systems were estimated using 20 and 80% increases in MedDiet adherence scenarios. RESULTS: Increasing percentage of population adhering to a MedDiet by 20% beyond the current adherence level produced annual savings in CVD-related costs of US$8.2 billion (95% confidence interval [CI], $7.5–$8.8 billion) in the United States and Can$0.32 billion (95% CI, $0.29–$0.34 billion) in Canada. An 80% increase in adherence resulted in savings equal to US$31 billion (95% CI, $28.6–$33.3 billion) and Can$1.2 billion (95% CI, $1.11–$1.30 billion) in each respective country. CONCLUSION: Computational techniques with stochastic parameter inputs, such as the Monte Carlo simulation, could be an effective way of incorporating variability of modeling parameters in nutrition economics studies for improved precision in estimating the monetary value of healthy eating habits. |
format | Online Article Text |
id | pubmed-6756079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Open Academia |
record_format | MEDLINE/PubMed |
spelling | pubmed-67560792019-09-27 Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study Jones, Jason P.H. Abdullah, Mohammad M.H. Wood, Dallas Jones, Peter J.H. Food Nutr Res Original Article BACKGROUND: By design, existing scenario-based nutrition economics studies on the financial benefits of healthy dietary behaviors generally report uncertainty in inputs and wide ranges of outcome estimates. OBJECTIVES: This modeling exercise aimed to establish precision in prediction of the potential healthcare cost savings that would follow a reduction in the incidence of cardiovascular disease (CVD) consistent with an increase in adherence to a Mediterranean-style diet (MedDiet). DESIGN: Using a Monte Carlo simulation model on a cost-of-illness analysis assessing MedDiet adherence, CVD incidence reduction, and healthcare cost savings in the United States and Canada, short- and long-term cost savings that are likely to accrue to the American and Canadian healthcare systems were estimated using 20 and 80% increases in MedDiet adherence scenarios. RESULTS: Increasing percentage of population adhering to a MedDiet by 20% beyond the current adherence level produced annual savings in CVD-related costs of US$8.2 billion (95% confidence interval [CI], $7.5–$8.8 billion) in the United States and Can$0.32 billion (95% CI, $0.29–$0.34 billion) in Canada. An 80% increase in adherence resulted in savings equal to US$31 billion (95% CI, $28.6–$33.3 billion) and Can$1.2 billion (95% CI, $1.11–$1.30 billion) in each respective country. CONCLUSION: Computational techniques with stochastic parameter inputs, such as the Monte Carlo simulation, could be an effective way of incorporating variability of modeling parameters in nutrition economics studies for improved precision in estimating the monetary value of healthy eating habits. Open Academia 2019-09-17 /pmc/articles/PMC6756079/ /pubmed/31565041 http://dx.doi.org/10.29219/fnr.v63.3418 Text en © 2019 Jason P.H. Jones et al. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 International License, allowing third parties to copy and redistribute the material in any medium or format and to remix, transform, and build upon the material for any purpose, even commercially, provided the original work is properly cited and states its license. |
spellingShingle | Original Article Jones, Jason P.H. Abdullah, Mohammad M.H. Wood, Dallas Jones, Peter J.H. Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study |
title | Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study |
title_full | Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study |
title_fullStr | Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study |
title_full_unstemmed | Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study |
title_short | Economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the Mediterranean-style diet case study |
title_sort | economic modeling for improved prediction of saving estimates in healthcare costs from consumption of healthy foods: the mediterranean-style diet case study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756079/ https://www.ncbi.nlm.nih.gov/pubmed/31565041 http://dx.doi.org/10.29219/fnr.v63.3418 |
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