Interdisciplinary Approach to Evacuation Modeling

Evacuations have long been studied within disciplinary boundaries, most frequently in the social sciences and in transportation engineering. Despite the common object of study, previous works integrating these fields’ perspectives are relatively sparse, sometimes leading to evacuation planning models that are divorced from social theory or that observed human behavior. However, a multidisciplinary solution is difficult because many social findings are not directly transferable to optimization formulations or simulation models. Most studies fail to recognize that human behavior and transportation systems are intertwined and that decisions depend not only on the disaster but also on the transportation conditions, options, sociodemographics, experiences, and risk perceptions. This paper reviews these two approaches to evacuation research and proposes a new interdisciplinary approach that merges the strengths of each. The process not only seeks to incorporate empirical and theoretical insights from the social sciences into transportation evacuation modeling but also calls for reexamination of some transportation modeling assumptions in order to improve their mapping in the real world. The result is a new five step modeling process.

[1]  Ravindra Gudishala,et al.  Comparison of Time-Dependent Sequential Logit and Nested Logit for Modeling Hurricane Evacuation Demand , 2012 .

[2]  Pamela Murray-Tuite,et al.  Household No-Notice Evacuation Logistics: How Well Do Households Optimize? , 2012 .

[3]  John M. Rose,et al.  Understanding household evacuation decisions using a stated choice survey: case study of bush fires , 2005 .

[4]  S. Cutter,et al.  Crying wolf: Repeat responses to hurricane evacuation orders , 1998 .

[5]  Bin Chen,et al.  Modeling destination choice in hurricane evacuation with an intervening opportunity model , 2005 .

[6]  Chester G. Wilmot,et al.  Comparison of Alternative Trip Generation Models for Hurricane Evacuation , 2004 .

[7]  Pamela Murray-Tuite,et al.  Changes in Evacuation Decisions between Hurricanes Ivan and Katrina , 2012 .

[8]  Pamela Murray-Tuite,et al.  Behavioral Model to Understand Household-Level Hurricane Evacuation Decision Making , 2011 .

[9]  Earl J. Baker,et al.  Hurricane Evacuation Behavior , 1991, International Journal of Mass Emergencies & Disasters.

[10]  Bob Edwards,et al.  Heading for higher ground: factors affecting real and hypothetical hurricane evacuation behavior , 2000 .

[11]  Hong Zheng,et al.  Journal of Homeland Security and Emergency Management Evaluating Regional ContraFlow and Phased Evacuation Strategies for Texas Using a Large-Scale Dynamic Traffic Simulation and Assignment Approach , 2011 .

[12]  Michael K. Lindell,et al.  The logistics of household hurricane evacuation , 2011 .

[13]  Michael K Lindell,et al.  The Protective Action Decision Model: Theoretical Modifications and Additional Evidence , 2012, Risk analysis : an official publication of the Society for Risk Analysis.

[14]  T. Drabek Social Processes in Disaster: Family Evacuation , 1969 .

[15]  Devajyoti Deka,et al.  Analyzing Evacuation Behavior of Transportation-Disadvantaged Populations in Northern New Jersey , 2010 .

[16]  Yongchang Ma,et al.  Radiological Emergency Evacuation Trip Generation Model Developed from Telephone Survey , 2009 .

[17]  Chester G. Wilmot,et al.  Sequential Logit Dynamic Travel Demand Model for Hurricane Evacuation , 2004 .

[18]  A. Thesis,et al.  MODELING DESTINATION CHOICE IN HURRICANE EVACUATION WITH AN INTERVENING OPPORTUNITY MODEL , 2005 .

[19]  Michael K. Lindell EMBLEM2: An empirically based large scale evacuation time estimate model , 2008 .

[20]  Pamela Murray-Tuite,et al.  Analysis of child pick-up during daily routines and for daytime no-notice evacuations , 2012 .

[21]  Daniel Solís,et al.  An Empirical Evaluation of the Determinants of Household Hurricane Evacuation Choice , 2010 .

[22]  Lisa Schweitzer,et al.  Uniting multi-adult households during emergency evacuation planning. , 2014, Disasters.

[23]  Craig Casper,et al.  Adapting a Four-Step MPO Travel Model for Wildfire Evacuation Planning: A Practical Application from Colorado Springs , 2011 .

[24]  Pamela Murray-Tuite,et al.  Transferability of Hurricane Evacuation Choice Model: Joint Model Estimation Combining Multiple Data Sources , 2012 .

[25]  William E. Lovekamp The Sociology of Katrina: Perspectives on a Modern Catastrophe , 2008 .

[26]  Vinayak Dixit,et al.  Validation Techniques for Region-Level Microscopic Mass Evacuation Traffic Simulations , 2011 .

[27]  J. S. Stephenson,et al.  When Disaster Strikes1 , 1971 .

[28]  Pamela Murray-Tuite,et al.  Model of Household Trip-Chain Sequencing in Emergency Evacuation , 2003 .

[29]  Bing Mei,et al.  Development of trip generation models of hurricane evacuation , 2002 .

[30]  Vinayak Dixit,et al.  Understanding the Impact of a Recent Hurricane on Mobilization Time during a Subsequent Hurricane , 2008 .

[31]  Ronald W. Perry,et al.  Behavioral foundations of community emergency planning , 1992 .

[32]  Chester G. Wilmot,et al.  Dynamic Gravity Model for Hurricane Evacuation Planning , 2011 .

[33]  Chester G. Wilmot,et al.  Sequential Logit Dynamic Travel Demand Model and Its Transferability , 2006 .

[34]  Nicole Dash,et al.  Evacuation Decision Making and Behavioral Responses: Individual and Household , 2007 .

[35]  E. Baker,et al.  Destination Choice Model for Hurricane Evacuation , 2008 .

[36]  C. K. Mertz,et al.  Gender, race, and perception of environmental health risks. , 1994, Risk analysis : an official publication of the Society for Risk Analysis.

[37]  Konstantinos P. Triantis,et al.  Engineering Applications of Data Envelopment Analysis , 2011 .

[38]  Michael K. Lindell,et al.  Household Decision Making and Evacuation in Response to Hurricane Lili , 2005 .

[39]  Chester G Wilmot,et al.  Modeling Hurricane Evacuation Traffic: Testing the Gravity and Intervening Opportunity Models as Models of Destination Choice in Hurricane Evacuation , 2006 .

[40]  Pamela M. Murray-Tuite,et al.  Transportation Network Evacuation Planning with Household Activity Interactions , 2004 .

[41]  Chester G. Wilmot,et al.  Methodology to Establish Hurricane Evacuation Zones , 2005 .

[42]  Vinayak Dixit,et al.  Best of Both Worlds: Combining Demand and Simulation Models for Hurricane Evacuation , 2011 .

[43]  Michael K. Lindell,et al.  Critical Behavioral Assumptions in Evacuation Time Estimate Analysis for Private Vehicles: Examples from Hurricane Research and Planning , 2007 .

[44]  Chester G. Wilmot,et al.  Survival analysis-based dynamic travel demand models for hurricane evacuation , 2006 .