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Resource Allocation for Epidemic Control in Metapopulations

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  • Martial L Ndeffo Mbah
  • Christopher A Gilligan

Abstract

Deployment of limited resources is an issue of major importance for decision-making in crisis events. This is especially true for large-scale outbreaks of infectious diseases. Little is known when it comes to identifying the most efficient way of deploying scarce resources for control when disease outbreaks occur in different but interconnected regions. The policy maker is frequently faced with the challenge of optimizing efficiency (e.g. minimizing the burden of infection) while accounting for social equity (e.g. equal opportunity for infected individuals to access treatment). For a large range of diseases described by a simple SIRS model, we consider strategies that should be used to minimize the discounted number of infected individuals during the course of an epidemic. We show that when faced with the dilemma of choosing between socially equitable and purely efficient strategies, the choice of the control strategy should be informed by key measurable epidemiological factors such as the basic reproductive number and the efficiency of the treatment measure. Our model provides new insights for policy makers in the optimal deployment of limited resources for control in the event of epidemic outbreaks at the landscape scale.

Suggested Citation

  • Martial L Ndeffo Mbah & Christopher A Gilligan, 2011. "Resource Allocation for Epidemic Control in Metapopulations," PLOS ONE, Public Library of Science, vol. 6(9), pages 1-10, September.
  • Handle: RePEc:plo:pone00:0024577
    DOI: 10.1371/journal.pone.0024577
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    References listed on IDEAS

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    1. Goldman Steven Marc & Lightwood James, 2002. "Cost Optimization in the SIS Model of Infectious Disease with Treatment," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 2(1), pages 1-24, April.
    2. Daniel Merl & Leah R Johnson & Robert B Gramacy & Marc Mangel, 2009. "A Statistical Framework for the Adaptive Management of Epidemiological Interventions," PLOS ONE, Public Library of Science, vol. 4(6), pages 1-9, June.
    3. Kaplan, E.H. & Merson, M.H., 2002. "Allocating HIV-prevention resources: Balancing efficiency and equity," American Journal of Public Health, American Public Health Association, vol. 92(12), pages 1905-1907.
    4. Nicholas C. Grassly & Christophe Fraser & Geoffrey P. Garnett, 2005. "Host immunity and synchronized epidemics of syphilis across the United States," Nature, Nature, vol. 433(7024), pages 417-421, January.
    5. Brandeau, Margaret L. & Zaric, Gregory S. & Richter, Anke, 2003. "Resource allocation for control of infectious diseases in multiple independent populations: beyond cost-effectiveness analysis," Journal of Health Economics, Elsevier, vol. 22(4), pages 575-598, July.
    6. Dorfman, Robert, 1969. "An Economic Interpretation of Optimal Control Theory," American Economic Review, American Economic Association, vol. 59(5), pages 817-831, December.
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    1. Walker, Adam N. & Poos, Jan-Jaap & Groeneveld, Rolf A., 2015. "Invasive species control in a one-dimensional metapopulation network," Ecological Modelling, Elsevier, vol. 316(C), pages 176-184.
    2. Linus Nyiwul, 2021. "Epidemic Control and Resource Allocation: Approaches and Implications for the Management of COVID-19," Studies in Microeconomics, , vol. 9(2), pages 283-305, December.
    3. Morag F. Macpherson & Adam Kleczkowski & John R. Healey & Chris Quine & Nick Hanley, 2016. "The Effects of Invasive Pests and Diseases on Strategies for Forest Diversification," Discussion Papers in Environment and Development Economics 2016-11, University of St. Andrews, School of Geography and Sustainable Development.
    4. Elena Gubar & Vladislav Taynitskiy & Denis Fedyanin & Ilya Petrov, 2023. "Quarantine and Vaccination in Hierarchical Epidemic Model," Mathematics, MDPI, vol. 11(6), pages 1-17, March.
    5. Elisa F. Long & Eike Nohdurft & Stefan Spinler, 2018. "Spatial Resource Allocation for Emerging Epidemics: A Comparison of Greedy, Myopic, and Dynamic Policies," Manufacturing & Service Operations Management, INFORMS, vol. 20(2), pages 181-198, May.
    6. Macpherson, Morag F. & Kleczkowski, Adam & Healey, John R. & Quine, Christopher P. & Hanley, Nick, 2017. "The effects of invasive pests and pathogens on strategies for forest diversification," Ecological Modelling, Elsevier, vol. 350(C), pages 87-99.

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