Modeling Risk Attitudes in Evacuation Departure Choices
Abstract
The decision of whether and when to evacuate can be characterized as decision making under risk. Presently, most models assume linear utility functions through which it is impossible to disentangle factors that influence risk attitudes and other factors that affect decision making under risk. There is a need to disentangle and study factors that affect risk attitudes from factors that affect an evacuee's preparation time. The aim in doing so is to provide planners and practitioners with an ability to measure a person's risk attitude and develop appropriate strategies that could motivate people to evacuate. This study is expected to connect the theory of risk developed in economic theory with behavior under threat. The paper uses the Hurricane Andrew response data in conjunction with time-dependent data on the probability of a hurricane strike and the category of the hurricane data to develop a model for evacuation departure choice. A constant relative risk aversion specification is used to model risk attitudes. The process of an evacuation is abstracted as an individual being given a choice between two lotteries: either to stay or leave. The results show that the model is able to predict the total number of evacuees and the time varying evacuation rates with reasonable accuracy. Factors such as time of day, length of time spent in a region, and whether a mandatory evacuation order was issued affected risk attitudes. The presence of children affected the amount of time spent preparing if the family decided to stay.
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References
1. Kahneman D., and Tversky A. Prospect Theory: An Analysis of Decision under Risk. Econometrica, XLVII, 1979, pp. 263–291.
2. Quiggin J. A Theory of Anticipated Utility. Journal of Economic Behavior and Organization, Vol. 3, No. 4, 1982, pp. 323–343.
3. Friedman M., and Savage L.J. Utility Analysis of Choices Involving Risk. Journal of Political Economy, Vol. 56, No. 4, 1948, pp. 279–304.
4. Alsnih R., Rose J., and Stopher P. Understanding Household Evacuation Decisions Using a Stated Choice Survey—Case Study of Bush Fires. Presented at 84th Annual Meeting of the Transportation Research Board, Washington, D.C., 2005.
5. Fu H., and Wilmot C. Sequential Logit Dynamic Travel Demand Model for Hurricane Evacuation. In Transportation Research Record: Journal of the Transportation Research Board, No. 1882, Transportation Research Board of the National Academies, Washington, D.C., 2004, pp. 19–26.
6. Fu H., and Wilmot C. Survival Analysis Based Dynamic Travel Demand Models for Hurricane Evacuation. In Transportation Research Record: Journal of the Transportation Research Board, No. 1964, Transportation Research Board of the National Academies, Washington, D.C., 2006, pp. 211–218.
7. Fu H., Wilmot C., and Zhang H. Modeling the Hurricane Evacuation Response Curve. In Transportation Research Record: Journal of the Transportation Research Board, No. 2022, Transportation Research Board of the National Academies, Washington, D.C., 2007, pp. 94–102.
8. Hassan S., Ukkusuri S., Gladwin H., and Murray-Tuite P. Behavioral Model to Understand Household-Level Hurricane Evacuation Decision Making. ASCE Journal of Transportation Engineering, Vol. 137, No. 5, 2011, pp. 341–348.
9. Hultaker O. Family and Disaster. International Journal of Mass Emergencies and Disasters, Vol. 1, No. 1, 1983, pp. 7–18.
10. Sorenson J.H., and Mileti D.S. Warning and Evacuation: Answering Some Basic Questions. Industrial Crisis Quarterly, Vol. 2, 1988, pp. 195–209.
11. Lindell M.K., and Perry R. The Protective Action Decision Model: Theoretical Modifications and Additional Evidence. Risk Analysis, Vol. 32, No. 4, April 2012, pp. 616–632.
12. Mikami S., and Ikeda K. Human Response to Disasters. International Journal of Mass Emergencies and Disasters, Vol. 3, No. 1, 1985, pp. 106–132.
13. Howell S.E., and Bonner D.E. Citizen Hurricane Evacuation Behavior in Southeastern Louisiana: A Twelve Parish Survey. Survey Research Center, University of New Orleans, New Orleans, La., 2005. http://poli.uno.edu/unopoll/Summary%20Report%20July%2019%202005%20(2).pdf. Accessed June 4, 2007.
14. Baker E. J. Hurricane Evacuation Behavior. International Journal of Mass Emergencies and Disasters, Vol. 9, No. 2, 1991, pp. 287–310.
15. Fitzpatrick C., and Mileti D.S. Motivating Public Evacuation. International Journal of Mass Emergencies and Disasters, Vol. 9, No. 2, 1991, pp. 7–18.
16. NOAA Hurricane Track Database. http://www.nhc.noaa.gov/archive/storm_wallets/atlantic/atl1992/andrew/strike/. Accessed July 31, 2011.
17. Clemen R.T., and Reilly T. Making Hard Decisions with Decision Tools. Belmont, Duxbury, Mass., 2004.
18. Harrison G. Maximum Likelihood Estimation of Utility Functions Using Stata. 2008. http://www.bus.ucf.edu/documents/economics/workingpapers/2006-12.pdf. Accessed Nov. 11, 2011.
19. Dixit V.V., Pande A., Radwan E., and Abdel-Aty M.A. Understanding the Impact of a Recent Hurricane on Mobilization Time During a Subsequent Hurricane. In Transportation Research Record: Journal of the Transportation Research Board, No. 2041, Transportation Research Board of the National Academies, Washington, D.C., 2008, pp. 49–57.
20. Lindell M.K., Lu J. C., and Prater C. S. Household Decision Making and Evacuation in Response to Hurricane Lili. Natural Hazards Review, Vol. 6, 2005, pp. 171–179.
21. Lindell M.K., Kang J. E., and Prater C. The Logistics of Household Evacuation. Natural Hazards. Jan. 2011. http://www.springerlink.com/content/8n75qm7222666n54/.
22. Gudishala R., and Wilmot C. Development of a Time-Dependent, Audio-Visual, Stated-Choice Method of Data Collection of Hurricane Evacuation Behavior. Journal of Transportation Safety and Security, Vol. 2, No. 2, 2010, pp. 171–183.
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Article first published online: January 1, 2012
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