Efficacy of Virtual Reality for Studying People's Pre-evacuation Behavior under Fire

Abstract The recent proliferation of consumer-level virtual reality (VR) headsets such as the HTC Vive, is creating a growing user-base in demand of highly-controlled immersive virtual environments (VEs). The authors take advantage of the commercial availability of these VR devices to build a high-rise residential buildings fire escape, which provides a highly immersive VR simulation game approach, designed to simulate pre-evacuation human reactions in fire emergencies. We replicated this fire scene in our VE using the unity3D game engine and the HTC Vive head-mounted VR display. The results gathered from this virtual simulation were compared to the data from real fire condition to test the efficacy of the information provided from this VE. Furthermore, we propose a comprehensive evaluation system for VE usability using the analytic hierarchy process (AHP) and the fuzzy evaluation approach. Subjective responses show that our simulation-based VR was effective, realistic, and engaging. Overall, the study results confirm the efficacy of VR technology for research on people's pre-evacuation behavior under fire.

[1]  R S Kalawsky,et al.  VRUSE--a computerised diagnostic tool: for usability evaluation of virtual/synthetic environment systems. , 1999, Applied ergonomics.

[2]  Dirk Helbing,et al.  Crowd behaviour during high-stress evacuations in an immersive virtual environment , 2016, Journal of The Royal Society Interface.

[3]  Ivan Poupyrev,et al.  Manipulating Objects in Virtual Worlds: Categorization and Empirical Evaluation of Interaction Techniques , 1999, J. Vis. Lang. Comput..

[4]  Chao Li,et al.  Fire emergency evacuation simulation based on integrated fire-evacuation model with discrete design method , 2013, Adv. Eng. Softw..

[5]  Jan Theeuwes,et al.  Driving Simulator Validity: Some Considerations , 1996 .

[6]  Max Kinateder,et al.  Social influence in a virtual tunnel fire--influence of conflicting information on evacuation behavior. , 2014, Applied ergonomics.

[7]  B. Kapralos,et al.  Using Serious Games and Virtual Simulation for Training in the Fire Service: A Review , 2015 .

[8]  R L Paulsen,et al.  Human behavior and fires: An introduction , 1984, Fire technology.

[9]  Rafael Sacks,et al.  Construction safety training using immersive virtual reality , 2013 .

[10]  M. Brewer,et al.  Research Design and Issues of Validity , 2000 .

[11]  Uwe Rüppel,et al.  Designing a BIM-based serious game for fire safety evacuation simulations , 2011, Adv. Eng. Informatics.

[12]  J. P. Roberts,et al.  Predicting the Evacuation Capability of Mobility-Impaired Occupants , 1997 .

[13]  Rosaldo J. F. Rossetti,et al.  Serious games for the Elicitation of way-finding behaviours in emergency situations , 2014, 2014 9th Iberian Conference on Information Systems and Technologies (CISTI).

[14]  Luca Chittaro,et al.  Assessing Knowledge Retention of an Immersive Serious Game vs. a Traditional Education Method in Aviation Safety , 2015, IEEE Transactions on Visualization and Computer Graphics.

[15]  David V. Canter,et al.  Fires and human behaviour , 1980 .

[16]  Siuming Lo,et al.  A Post-fire Survey on the Pre-evacuation Human Behavior , 2009 .

[17]  Heinrich H Bülthoff,et al.  Virtual reality for the psychophysiological assessment of phobic fear: responses during virtual tunnel driving. , 2007, Psychological assessment.

[18]  Jake L. Pauls,et al.  A personal perspective on research, consulting and codes/standards development in fire-related human behaviour, 1969–1999, with an emphasis on space and time factors , 1999 .

[19]  Jing Lin,et al.  A virtual reality based study of indoor fire evacuation after active or passive spatial exploration , 2019, Comput. Hum. Behav..

[20]  Erica D. Kuligowski,et al.  Human Behavior in Fire , 2016 .

[21]  Joseph L. Gabbard.  Usability Engineering of Virtual Environments , 2014, Handbook of Virtual Environments, 2nd ed..

[22]  Guylène Proulx,et al.  Playing with fire : understanding human behavior in burning buildings , 2003 .

[23]  G. Proulx,et al.  Occupant behaviour and evacuation , 2001 .

[24]  Luca Chittaro,et al.  Serious Games for Training Occupants of a Building in Personal Fire Safety Skills , 2009, 2009 Conference in Games and Virtual Worlds for Serious Applications.

[25]  Xiaoping Zheng,et al.  Modeling crowd evacuation of a building based on seven methodological approaches , 2009 .

[26]  G. Ramachandran.  Human behavior in fires—a review of research in the United Kingdom , 1990 .

[27]  Jakob Nielsen,et al.  Usability engineering , 1997, The Computer Science and Engineering Handbook.

[28]  David Wales,et al.  Human behaviour in fire: should the fire service stop telling and start listening? , 2013 .

[29]  Nan Li,et al.  Emotional Response-Based Approach for Assessing the Sense of Presence of Subjects in Virtual Building Evacuation Studies , 2017, J. Comput. Civ. Eng..

[30]  Rosaldo J. F. Rossetti,et al.  Using serious games to train evacuation behaviour , 2012, 7th Iberian Conference on Information Systems and Technologies (CISTI 2012).

[31]  D. A Purser,et al.  Quantification of behaviour for engineering design standards and escape time calculations , 2001 .

[32]  Clark C. Abt,et al.  Serious games , 2016, Springer International Publishing.

[33]  Siuming Lo,et al.  An Artificial Neural-network Based Predictive Model for Pre-evacuation Human Response in Domestic Building Fire , 2009 .

[34]  Fan Weicheng,et al.  Modeling Occupant Evacuation Using Cellular Automata - Effect of Human Behavior and Building Characteristics on Evacuation , 2003 .

[35]  Henry W. Fischer.  Terrorism and 11 September 2001: does the “behavioral response to disaster” model fit? , 2002 .

[36]  Edwin R. Galea,et al.  The UK 9/11 evacuation study: Analysis of survivors’ recognition and response phase in WTC1 , 2010 .

[37]  Luca Chittaro.  Designing Serious Games for Safety Education: “Learn to Brace” versus Traditional Pictorials for Aircraft Passengers , 2016, IEEE Transactions on Visualization and Computer Graphics.

[38]  Doug A. Bowman,et al.  An evaluation of techniques for grabbing and manipulating remote objects in immersive virtual environments , 1997, SI3D.

[39]  Enrico Ronchi,et al.  Evacuation travel paths in virtual reality experiments for tunnel safety analysis , 2015 .

[40]  Robyn R. M. Gershon,et al.  Modeling pre-evacuation delay by evacuees in World Trade Center Towers 1 and 2 on September 11, 2001 , 2011 .

[41]  Jonathan Steuer,et al.  Defining virtual reality: dimensions determining telepresence , 1992 .

[42]  Dennis S. Mileti,et al.  Modeling Pre-Evacuation Delay by Occupants in World Trade Center Towers 1 and 2 on September 11, 2001 , 2009 .

[43]  P. G. Wood.  THE BEHAVIOUR OF PEOPLE IN FIRES , 1972 .

[44]  Michael Spearpoint,et al.  Trial evacuation of an industrial premises and evacuation model comparison , 2007 .

[45]  David R. Michael,et al.  Serious Games: Games That Educate, Train, and Inform , 2005 .

[46]  David Purser.  Dependence of modelled evacuation times on key parameters and interactions , 2008 .

[47]  Jari Takatalo,et al.  Components of human experience in virtual environments , 2008, Comput. Hum. Behav..

[48]  Erica D. Kuligowski,et al.  A Review of Building Evacuation Models | NIST , 2005 .

[49]  Tharam S. Dillon,et al.  A usability-evaluation metric based on a soft-computing approach , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[50]  Luca Chittaro,et al.  Psychological response to an emergency in virtual reality: Effects of victim ethnicity and emergency type on helping behavior and navigation , 2015, Comput. Hum. Behav..

[51]  Douglas A. Bowman,et al.  Interaction Techniques For Common Tasks In Immersive Virtual Environments - Design, Evaluation, And , 1999 .

[52]  Guylène Proulx.  Evacuation time and movement in apartment buildings , 1995 .

[53]  Raghu Raman,et al.  Serious games based approach to cyber security concept learning: Indian context , 2014, 2014 International Conference on Green Computing Communication and Electrical Engineering (ICGCCEE).

[54]  Mathias Müller,et al.  The effect of dangerous goods transporters on hazard perception and evacuation behavior – A virtual reality experiment on tunnel emergencies , 2015 .

[55]  Mansooreh Mollaghasemi,et al.  Usability engineering of virtual environments (VEs): identifying multiple criteria that drive effective VE system design , 2003, Int. J. Hum. Comput. Stud..

[56]  Ira Helsloot,et al.  First International Conference on Evacuation Modelling and Management Exit choice, (pre-)movement time and (pre-)evacuation behaviour in hotel fire evacuation - Behavioural analysis and validation of the use of serious gaming in experimental research , 2010 .

[57]  Thomas L. Saaty,et al.  Multicriteria Decision Making: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation , 1990 .

[58]  Rita F. Fahy,et al.  Analysis of Published Accounts of the World Trade Center Evacuation. Federal Building and Fire Safety Investigation of the World Trade Center Disaster (NIST NCSTAR 1-7A) | NIST , 2005 .

[59]  T. J. Shields.  Human behaviour in fire , 1999 .

[60]  Matthew Turk,et al.  Perceptual user interfaces , 2000 .

[61]  Rosaldo J. F. Rossetti,et al.  A serious game for EVAcuation training , 2013, 2013 IEEE 2nd International Conference on Serious Games and Applications for Health (SeGAH).

[62]  Cheryl Campanella Bracken,et al.  Telepresence and Video Games: The Impact of Image Quality , 2009, PsychNology J..

[63]  Enrico Ronchi,et al.  Social influence on route choice in a virtual reality tunnel fire , 2014 .

[64]  Thiago Tinoco Pires,et al.  An approach for modeling human cognitive behavior in evacuation models , 2005 .