Modeling Economic Resilience and Animal Disease Outbreaks in the Texas High Plains

Foot and Mouth Disease (FMD) could have a significant impact on the U.S. agriculture industry and the welfare of U.S. producers and U.S. consumers. In order to address the potential impact from animal disease outbreaks, this project is designed to utilize a combined epidemic and economic modeling fr...

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Main Author: Lin, Hen-I
Other Authors: McCarl, Bruce A.
Format: Others
Language:en_US
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2010-12-9030
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spelling ndltd-tamu.edu-oai-repository.tamu.edu-1969.1-ETD-TAMU-2010-12-90302013-01-08T10:42:49ZModeling Economic Resilience and Animal Disease Outbreaks in the Texas High PlainsLin, Hen-IFoot and Mouth Disease (FMD)Risk Aversion Coefficient (RAC) analysisRiskFoot and Mouth Disease (FMD) could have a significant impact on the U.S. agriculture industry and the welfare of U.S. producers and U.S. consumers. In order to address the potential impact from animal disease outbreaks, this project is designed to utilize a combined epidemic and economic modeling framework to evaluate animal disease management strategies which can be used to reduce the potential losses in an unusual event such as FMD outbreaks. In this study, we compare the welfare changes among three different parties with different strategies using, 1) ANOVA analysis; 2) cost benefit analysis; and 3) Risk Aversion Coefficient (RAC) analysis. Four types of index feedlots are selected in the study including, Feedlot Type 1 (> 50,000 heads of animals), Feedlot Type 4 (backgrounder feedlot), Large Beef Grazing (>100 heads of animals), and Backyard (<10 heads of animals). Results suggest that early detection of FMD events has the advantage in reducing risk as shown in the epidemiological impacts. Enhanced surveillance is found to be a preferred mitigation strategy for U.S. consumers in the scenario of smaller feedlot disease introductions (e.g. Large Beef Grazing and Backyard) and for U.S. producers in the larger feedlot disease introduction scenarios (e.g. Feedlot Type 1 and Feedlot Type 4). Adequate vaccination is not cost effective when seeking to minimize average loss but becomes a preferred strategy when the risk aversion rises. Risk modeling with stochastic programming adopted in this study also confirms the importance of incorporating risk evaluation into decision making process. It offers another option for us to evaluate the mitigation strategies. Two portfolio models are adopted in this study including, E-V model (mean variance portfolio choice model) and Unified model. The results show that the preference for control strategies depends on risk attitude. Early detection proves to be preferable for U.S. consumers and is also preferred by U.S. processors and producers as Risk Aversion Parameters (RAP) rises. Adequate vaccination strategy can benefit U.S. consumers but does not give U.S. processors a better outcome. Adequate vaccination provides a better choice for U.S. producers when the RAP rises. Enhanced surveillance is preferred for U.S. consumers. For U.S. processors, enhanced surveillance does not give a better risk/return outcome. U.S. producers are likely to switch their preferences from regular surveillance to enhanced surveillance as their RAP rises.McCarl, Bruce A.2012-02-14T22:19:11Z2012-02-16T16:14:02Z2012-02-14T22:19:11Z2012-02-16T16:14:02Z2010-122012-02-14December 2010thesistextapplication/pdfhttp://hdl.handle.net/1969.1/ETD-TAMU-2010-12-9030en_US
collection NDLTD
language en_US
format Others
sources NDLTD
topic Foot and Mouth Disease (FMD)
Risk Aversion Coefficient (RAC) analysis
Risk
spellingShingle Foot and Mouth Disease (FMD)
Risk Aversion Coefficient (RAC) analysis
Risk
Lin, Hen-I
Modeling Economic Resilience and Animal Disease Outbreaks in the Texas High Plains
description Foot and Mouth Disease (FMD) could have a significant impact on the U.S. agriculture industry and the welfare of U.S. producers and U.S. consumers. In order to address the potential impact from animal disease outbreaks, this project is designed to utilize a combined epidemic and economic modeling framework to evaluate animal disease management strategies which can be used to reduce the potential losses in an unusual event such as FMD outbreaks. In this study, we compare the welfare changes among three different parties with different strategies using, 1) ANOVA analysis; 2) cost benefit analysis; and 3) Risk Aversion Coefficient (RAC) analysis. Four types of index feedlots are selected in the study including, Feedlot Type 1 (> 50,000 heads of animals), Feedlot Type 4 (backgrounder feedlot), Large Beef Grazing (>100 heads of animals), and Backyard (<10 heads of animals). Results suggest that early detection of FMD events has the advantage in reducing risk as shown in the epidemiological impacts. Enhanced surveillance is found to be a preferred mitigation strategy for U.S. consumers in the scenario of smaller feedlot disease introductions (e.g. Large Beef Grazing and Backyard) and for U.S. producers in the larger feedlot disease introduction scenarios (e.g. Feedlot Type 1 and Feedlot Type 4). Adequate vaccination is not cost effective when seeking to minimize average loss but becomes a preferred strategy when the risk aversion rises. Risk modeling with stochastic programming adopted in this study also confirms the importance of incorporating risk evaluation into decision making process. It offers another option for us to evaluate the mitigation strategies. Two portfolio models are adopted in this study including, E-V model (mean variance portfolio choice model) and Unified model. The results show that the preference for control strategies depends on risk attitude. Early detection proves to be preferable for U.S. consumers and is also preferred by U.S. processors and producers as Risk Aversion Parameters (RAP) rises. Adequate vaccination strategy can benefit U.S. consumers but does not give U.S. processors a better outcome. Adequate vaccination provides a better choice for U.S. producers when the RAP rises. Enhanced surveillance is preferred for U.S. consumers. For U.S. processors, enhanced surveillance does not give a better risk/return outcome. U.S. producers are likely to switch their preferences from regular surveillance to enhanced surveillance as their RAP rises.
author2 McCarl, Bruce A.
author_facet McCarl, Bruce A.
Lin, Hen-I
author Lin, Hen-I
author_sort Lin, Hen-I
title Modeling Economic Resilience and Animal Disease Outbreaks in the Texas High Plains
title_short Modeling Economic Resilience and Animal Disease Outbreaks in the Texas High Plains
title_full Modeling Economic Resilience and Animal Disease Outbreaks in the Texas High Plains
title_fullStr Modeling Economic Resilience and Animal Disease Outbreaks in the Texas High Plains
title_full_unstemmed Modeling Economic Resilience and Animal Disease Outbreaks in the Texas High Plains
title_sort modeling economic resilience and animal disease outbreaks in the texas high plains
publishDate 2012
url http://hdl.handle.net/1969.1/ETD-TAMU-2010-12-9030
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