A modelling framework based on MDP to coordinate farmers' disease control decisions at a regional scale
Author
Abstract
Suggested Citation
DOI: 10.1371/journal.pone.0197612
Download full text from publisher
References listed on IDEAS
- Klein, Eili & Laxminarayan, Ramanan & Smith, David L. & Gilligan, Christopher A., 2007. "Economic incentives and mathematical models of disease," Environment and Development Economics, Cambridge University Press, vol. 12(5), pages 707-732, October.
- Jeffrey M. Alden & Robert L. Smith, 1992. "Rolling Horizon Procedures in Nonhomogeneous Markov Decision Processes," Operations Research, INFORMS, vol. 40(3-supplem), pages 183-194, June.
- Mark Gersovitz & Jeffrey S. Hammer, 2004.
"The Economical Control of Infectious Diseases,"
Economic Journal, Royal Economic Society, vol. 114(492), pages 1-27, January.
- Gersovitz, Mark & Hammer, Jeffrey S., 2001. "The economic control of infectious diseases," Policy Research Working Paper Series 2607, The World Bank.
- Yaesoubi, Reza & Cohen, Ted, 2011. "Generalized Markov models of infectious disease spread: A novel framework for developing dynamic health policies," European Journal of Operational Research, Elsevier, vol. 215(3), pages 679-687, December.
- Pablo Valdes-Donoso & Lovell S Jarvis & Dave Wright & Julio Alvarez & Andres M Perez, 2016. "Measuring Progress on the Control of Porcine Reproductive and Respiratory Syndrome (PRRS) at a Regional Level: The Minnesota N212 Regional Control Project (Rcp) as a Working Example," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-15, February.
- Qiushi Chen & Turgay Ayer & Jagpreet Chhatwal, 2017. "Sensitivity Analysis in Sequential Decision Models," Medical Decision Making, , vol. 37(2), pages 243-252, February.
- Rat-Aspert, Olivier & Krebs, Stephane, 2012. "Individual and collective management of endemic animal diseases: an economic approach," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126812, International Association of Agricultural Economists.
- 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.
- Lauren N. Steimle & Brian T. Denton, 2017. "Markov Decision Processes for Screening and Treatment of Chronic Diseases," International Series in Operations Research & Management Science, in: Richard J. Boucherie & Nico M. van Dijk (ed.), Markov Decision Processes in Practice, chapter 0, pages 189-222, Springer.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Topuz, Kazim & Urban, Timothy L. & Yildirim, Mehmet B., 2024. "A Markovian score model for evaluating provider performance for continuity of care—An explainable analytics approach," European Journal of Operational Research, Elsevier, vol. 317(2), pages 341-351.
- David E. Bloom & Michael Kuhn & Klaus Prettner, 2022.
"Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses,"
Journal of Economic Literature, American Economic Association, vol. 60(1), pages 85-131, March.
- David E. Bloom & Michael Kuhn & Klaus Prettner, 2020. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," NBER Working Papers 27757, National Bureau of Economic Research, Inc.
- Bloom, David & Kuhn, Michael & Prettner, Klaus, 2021. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," CEPR Discussion Papers 15997, C.E.P.R. Discussion Papers.
- David E. Bloom & Michael Kuhn & Klaus Prettner, 2020. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," Working Papers 2020-17, The George Washington University, Institute for International Economic Policy.
- Bloom, David E. & Kuhn, Michael & Prettner, Klaus, 2020. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," IZA Discussion Papers 13625, Institute of Labor Economics (IZA).
- Katarzyna Oleś & Ewa Gudowska-Nowak & Adam Kleczkowski, 2012. "Understanding Disease Control: Influence of Epidemiological and Economic Factors," PLOS ONE, Public Library of Science, vol. 7(5), pages 1-9, May.
- Sabine Liebenehm & Bernard Bett & Cristobal Verdugo & Mohamed Said, 2016. "Optimal Drug Control under Risk of Drug Resistance – The Case of African Animal Trypanosomosis," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(2), pages 510-533, June.
- Rowthorn, Robert & Toxvaerd, Flavio, 2012.
"The Optimal Control of Infectious Diseases via Prevention and Treatment,"
CEPR Discussion Papers
8925, C.E.P.R. Discussion Papers.
- Rowthorn, R. & Toxvaerd, F.M.O, 2020. "The Optimal Control of Infectious Diseases via Prevention and Treatment," Cambridge Working Papers in Economics 2027, Faculty of Economics, University of Cambridge.
- La Torre, Davide & Malik, Tufail & Marsiglio, Simone, 2020.
"Optimal control of prevention and treatment in a basic macroeconomic–epidemiological model,"
Mathematical Social Sciences, Elsevier, vol. 108(C), pages 100-108.
- Davide La Torre & Tufail Malik & Simone Marsiglio, 2019. "Optimal Control of Prevention and Treatment in a Basic Macroeconomic-Epidemiological Model," Papers 1910.03383, arXiv.org.
- Sims, Charles & Finnoff, David & O’Regan, Suzanne M., 2016. "Public control of rational and unpredictable epidemics," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PB), pages 161-176.
- Davide La Torre & Danilo Liuzzi & Simone Marsiglio, 2022. "Geographical heterogeneities and externalities in an epidemiological‐macroeconomic framework," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 24(5), pages 1154-1181, October.
- Reza Yaesoubi & Ted Cohen, 2011. "Dynamic Health Policies for Controlling the Spread of Emerging Infections: Influenza as an Example," PLOS ONE, Public Library of Science, vol. 6(9), pages 1-11, September.
- Anderson, Soren T. & Laxminarayan, Ramanan & Salant, Stephen W., 2012.
"Diversify or focus? Spending to combat infectious diseases when budgets are tight,"
Journal of Health Economics, Elsevier, vol. 31(4), pages 658-675.
- Anderson, Soren & Laxminarayan, Ramanan & Salant, Stephen W., 2010. "Diversify or focus: spending to combat infectious diseases when budgets are tight," MPRA Paper 21860, University Library of Munich, Germany.
- Anderson, Soren & Laxminarayan, Ramanan & Salant, Stephen W., 2010. "Diversity or Focus? Spending to Combat Infectious Diseases When Budgets Are Tight," RFF Working Paper Series dp-10-15, Resources for the Future.
- Christoph Zimmer & Reza Yaesoubi & Ted Cohen, 2017. "A Likelihood Approach for Real-Time Calibration of Stochastic Compartmental Epidemic Models," PLOS Computational Biology, Public Library of Science, vol. 13(1), pages 1-21, January.
- Chanel, Olivier & Luchini, Stéphane & Massoni, Sébastien & Vergnaud, Jean-Christophe, 2011.
"Impact of information on intentions to vaccinate in a potential epidemic: Swine-origin Influenza A (H1N1),"
Social Science & Medicine, Elsevier, vol. 72(2), pages 142-148, January.
- Olivier Chanel & Stéphane Luchini & Sébastien Massoni & Jean-Christophe Vergnaud, 2010. "Impact of information on intentions to vaccinate in a potential epidemic: swine-origin Influenza A (H1N1)," Post-Print halshs-00543821, HAL.
- Olivier Chanel & Stephane Luchini & Sébastien Massoni & Jean-Christophe Vergnaud, 2011. "Impact of information on intentions to vaccinate in a potential epidemic : swine origin influenza A (H1N1)," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00636840, HAL.
- Olivier Chanel & Stéphane Luchini & Sébastien Massoni & Jean-Christophe Vergnaud, 2010. "Impact of information on intentions to vaccinate in a potential epidemic: swine-origin Influenza A (H1N1)," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00543821, HAL.
- Olivier Chanel & Stéphane Luchini & Sébastien Massoni & Jean-Christophe Vergnaud, 2010. "Impact of information on intentions to vaccinate in a potential epidemic: swine-origin Influenza A (H1N1)," Documents de travail du Centre d'Economie de la Sorbonne 10087, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Olivier Chanel & Stephane Luchini & Sébastien Massoni & Jean-Christophe Vergnaud, 2010. "Impact of information on intentions to vaccinate in a potential epidemic: swine-origin Influenza A (H1N1)," Working Papers halshs-00543967, HAL.
- Olivier Chanel & Stephane Luchini & Sébastien Massoni & Jean-Christophe Vergnaud, 2010. "Impact of information on intentions to vaccinate in a potential epidemic: swine-origin Influenza A (H1N1)," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00543967, HAL.
- Olivier Chanel & Stephane Luchini & Sébastien Massoni & Jean-Christophe Vergnaud, 2011. "Impact of information on intentions to vaccinate in a potential epidemic : swine origin influenza A (H1N1)," Post-Print hal-00636840, HAL.
- Eugenio Vecchia & Silvia Marco & Alain Jean-Marie, 2012. "Illustrated review of convergence conditions of the value iteration algorithm and the rolling horizon procedure for average-cost MDPs," Annals of Operations Research, Springer, vol. 199(1), pages 193-214, October.
- Toxvaerd, Flavio, 2010. "Recurrent Infection and Externalities in Prevention," CEPR Discussion Papers 8112, C.E.P.R. Discussion Papers.
- Yunhan Huang & Quanyan Zhu, 2022. "Game-Theoretic Frameworks for Epidemic Spreading and Human Decision-Making: A Review," Dynamic Games and Applications, Springer, vol. 12(1), pages 7-48, March.
- Mart n Gonzales-Eiras, Dirk Niepelt, 2023. "Optimal Epidemic Control," Diskussionsschriften dp2311, Universitaet Bern, Departement Volkswirtschaft.
- D. G. Webster & Semra A. Aytur & Mark Axelrod & Robyn S. Wilson & Joseph A. Hamm & Linda Sayed & Amber L. Pearson & Pedro Henrique C. Torres & Alero Akporiaye & Oran Young, 2022. "Learning from the Past: Pandemics and the Governance Treadmill," Sustainability, MDPI, vol. 14(6), pages 1-26, March.
- La Torre, Davide & Liuzzi, Danilo & Marsiglio, Simone, 2021. "Epidemics and macroeconomic outcomes: Social distancing intensity and duration," Journal of Mathematical Economics, Elsevier, vol. 93(C).
- Bouveret, Géraldine & Mandel, Antoine, 2021.
"Social interactions and the prophylaxis of SI epidemics on networks,"
Journal of Mathematical Economics, Elsevier, vol. 93(C).
- Géraldine Bouveret & Antoine Mandel, 2021. "Social interactions and the prophylaxis of SI epidemics on networks," Post-Print halshs-03165772, HAL.
- Géraldine Bouveret & Antoine Mandel, 2021. "Social interactions and the prophylaxis of SI epidemics on networks," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03165772, HAL.
- Géraldine Bouveret & Antoine Mandel, 2021. "Social interactions and the prophylaxis of SI epidemics on networks," PSE-Ecole d'économie de Paris (Postprint) halshs-03165772, HAL.
- d’Albis, Hippolyte & Augeraud-Véron, Emmanuelle, 2021.
"Optimal prevention and elimination of infectious diseases,"
Journal of Mathematical Economics, Elsevier, vol. 93(C).
- Hippolyte d'Albis & Emmanuelle Augeraud-Véron, 2021. "Optimal prevention and elimination of infectious diseases," Post-Print halshs-03166714, HAL.
- Hippolyte d'Albis & Emmanuelle Augeraud-Véron, 2021. "Optimal Prevention and Elimination of Infectious Diseases," PSE Working Papers halshs-02563356, HAL.
- Hippolyte d'Albis & Emmanuelle Augeraud-Véron, 2021. "Optimal Prevention and Elimination of Infectious Diseases," Working Papers halshs-02563356, HAL.
- Hippolyte d'Albis & Emmanuelle Augeraud-Véron, 2021. "Optimal prevention and elimination of infectious diseases," PSE-Ecole d'économie de Paris (Postprint) halshs-03166714, HAL.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0197612. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.