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Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction
BACKGROUND: Studies of cost-effective disease prevention have typically focused on the tradeoff between the cost of disease transmission and the cost of applying control measures. We present a novel approach that also accounts for the cost of social disruptions resulting from the spread of disease....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4542207/ https://www.ncbi.nlm.nih.gov/pubmed/26288274 http://dx.doi.org/10.1371/journal.pone.0136059 |
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author | Fast, Shannon M. González, Marta C. Markuzon, Natasha |
author_facet | Fast, Shannon M. González, Marta C. Markuzon, Natasha |
author_sort | Fast, Shannon M. |
collection | PubMed |
description | BACKGROUND: Studies of cost-effective disease prevention have typically focused on the tradeoff between the cost of disease transmission and the cost of applying control measures. We present a novel approach that also accounts for the cost of social disruptions resulting from the spread of disease. These disruptions, which we call social response, can include heightened anxiety, strain on healthcare infrastructure, economic losses, or violence. METHODOLOGY: The spread of disease and social response are simulated under several different intervention strategies. The modeled social response depends upon the perceived risk of the disease, the extent of disease spread, and the media involvement. Using Monte Carlo simulation, we estimate the total number of infections and total social response for each strategy. We then identify the strategy that minimizes the expected total cost of the disease, which includes the cost of the disease itself, the cost of control measures, and the cost of social response. CONCLUSIONS: The model-based simulations suggest that the least-cost disease control strategy depends upon the perceived risk of the disease, as well as media intervention. The most cost-effective solution for diseases with low perceived risk was to implement moderate control measures. For diseases with higher perceived severity, such as SARS or Ebola, the most cost-effective strategy shifted toward intervening earlier in the outbreak, with greater resources. When intervention elicited increased media involvement, it remained important to control high severity diseases quickly. For moderate severity diseases, however, it became most cost-effective to implement no intervention and allow the disease to run its course. Our simulation results imply that, when diseases are perceived as severe, the costs of social response have a significant influence on selecting the most cost-effective strategy. |
format | Online Article Text |
id | pubmed-4542207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-45422072015-09-01 Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction Fast, Shannon M. González, Marta C. Markuzon, Natasha PLoS One Research Article BACKGROUND: Studies of cost-effective disease prevention have typically focused on the tradeoff between the cost of disease transmission and the cost of applying control measures. We present a novel approach that also accounts for the cost of social disruptions resulting from the spread of disease. These disruptions, which we call social response, can include heightened anxiety, strain on healthcare infrastructure, economic losses, or violence. METHODOLOGY: The spread of disease and social response are simulated under several different intervention strategies. The modeled social response depends upon the perceived risk of the disease, the extent of disease spread, and the media involvement. Using Monte Carlo simulation, we estimate the total number of infections and total social response for each strategy. We then identify the strategy that minimizes the expected total cost of the disease, which includes the cost of the disease itself, the cost of control measures, and the cost of social response. CONCLUSIONS: The model-based simulations suggest that the least-cost disease control strategy depends upon the perceived risk of the disease, as well as media intervention. The most cost-effective solution for diseases with low perceived risk was to implement moderate control measures. For diseases with higher perceived severity, such as SARS or Ebola, the most cost-effective strategy shifted toward intervening earlier in the outbreak, with greater resources. When intervention elicited increased media involvement, it remained important to control high severity diseases quickly. For moderate severity diseases, however, it became most cost-effective to implement no intervention and allow the disease to run its course. Our simulation results imply that, when diseases are perceived as severe, the costs of social response have a significant influence on selecting the most cost-effective strategy. Public Library of Science 2015-08-19 /pmc/articles/PMC4542207/ /pubmed/26288274 http://dx.doi.org/10.1371/journal.pone.0136059 Text en © 2015 Fast et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Fast, Shannon M. González, Marta C. Markuzon, Natasha Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction |
title | Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction |
title_full | Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction |
title_fullStr | Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction |
title_full_unstemmed | Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction |
title_short | Cost-Effective Control of Infectious Disease Outbreaks Accounting for Societal Reaction |
title_sort | cost-effective control of infectious disease outbreaks accounting for societal reaction |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4542207/ https://www.ncbi.nlm.nih.gov/pubmed/26288274 http://dx.doi.org/10.1371/journal.pone.0136059 |
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