Simulation-based driver and vehicle crew training: applications, efficacy and future directions.

Simulation is widely used as a training tool in many domains, and more recently the use of vehicle simulation as a tool for driver and vehicle crew training has become popular (de Winter et al., 2009; Pradhan et al., 2009). This paper presents an overview of how vehicle simulations are currently used to train driving-related procedural and higher-order cognitive skills, and team-based procedural and non-technical teamwork skills for vehicle crews, and evaluates whether there is evidence these training programs are effective. Efficacy was evaluated in terms of whether training achieves learning objectives and whether the attainment of those objectives enhances real world performance on target tasks. It was concluded that while some higher-order cognitive skills training programs have been shown to be effective, in general the adoption of simulation technology has far outstripped the pace of empirical research in this area. The paper concludes with a discussion of the issues that require consideration when developing and evaluating vehicle simulations for training purposes - based not only on what is known from the vehicle domain, but what can be inferred from other domains in which simulation is an established training approach, such as aviation (e.g. Jentsch et al., 2011) and medicine (e.g. McGaghie et al., 2010). STATEMENT OF RELEVANCE: Simulation has become a popular tool for driver and vehicle crew training in civilian and military settings. This review considers whether there is evidence that this training method leads to learning and the transfer of skills to real world performance. Evidence from other domains, such as aviation and medicine, is drawn upon to inform the design and evaluation of future vehicle simulation training systems.

[1]  Matthew P. Reed,et al.  Comparison of driving performance on-road and in a low-cost simulator using a concurrent telephone dialling task , 1999 .

[2]  Brent M Barbour,et al.  Driving rehabilitation for military personnel recovering from traumatic brain injury using virtual reality driving simulation: a feasibility study. , 2010, Military medicine.

[3]  Willem Vlakveld,et al.  Driving simulators as training and evaluation tools: novice drivers , 2011 .

[4]  Helmut Krueger,et al.  TRANSFER OF TRAINING IN AN ADVANCED DRIVING SIMULATOR: COMPARISON BETWEEN REAL WORLD ENVIRONMENT AND SIMULATION IN A MANOEUVRING DRIVING TASK , 2003 .

[5]  D. Pollock,et al.  A historical perspective of the use of driving simulators in road safety research , 1999 .

[6]  Wolf Dieter Käppler Smart Driver Training Simulation: Save Money. Prevent. , 2008 .

[7]  Gavan Lintern,et al.  Display Principles, Control Dynamics, and Environmental Factors in Pilot Training and Transfer , 1990 .

[8]  Torbjörn Falkmer,et al.  The TRAINER project : the evaluation of a new simulator-based driver training methodology. , 2003 .

[9]  Gavan Lintern,et al.  Content, Variety, and Augmentation of Simulated Visual Scenes for Teaching Air-to-Ground Attack , 1987 .

[10]  S. Fagan,et al.  Bridging the communication gap in the operating room with medical team training. , 2005, American journal of surgery.

[11]  John F. Brock,et al.  SIMULATORS AND BUS SAFETY: GUIDELINES FOR ACQUIRING AND USING TRANSIT BUS OPERATOR DRIVING SIMULATORS , 2001 .

[12]  Stephane Espie,et al.  Driving Simulators Validation: The Issue of Transferability of Results Acquired on Simulator , 2005 .

[13]  J. Dankelman,et al.  Relationships between driving simulator performance and driving test results , 2009, Ergonomics.

[14]  G. Kovacs,et al.  Procedural skills in medicine: linking theory to practice. , 1997, The Journal of emergency medicine.

[15]  Jeffrey D. Horey,et al.  Transfer of Simulated Instrument Training to Instrument and Contact Flight , 1991 .

[16]  Esa M. Rantanen,et al.  Incremental Transfer and Cost Effectiveness of Groundbased Flight Trainers in University Aviation Programs , 2005 .

[17]  Alexander Pollatsek,et al.  Empirical Evaluation of Hazard Anticipation Behaviors in the Field and on Driving Simulator Using Eye Tracker , 2007 .

[18]  Peter A. Hancock,et al.  Human Factors in Simulation and Training , 2008 .

[19]  Henry L. Taylor,et al.  Transfer and Quasi-Transfer Effects of Scene Detail and Visual Augmentation in Landing Training , 1997 .

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

[21]  Thomas J Triggs,et al.  Simulator-based evaluation of the DriveSmart novice driver CD-ROM training product , 2000 .

[22]  Richard L Lammers Simulation: the new teaching tool. , 2007, Annals of emergency medicine.

[23]  Richard J. Hanowski,et al.  The Commercial Driver , 2011 .

[24]  Nick Reed,et al.  TRUCKSIM; Preliminary results from cohort study in England , 2005 .

[25]  Myra Blanco,et al.  On the training and testing of entry-level commercial motor vehicle drivers. , 2011, Accident; analysis and prevention.

[26]  W. McGaghie,et al.  A critical review of simulation‐based medical education research: 2003–2009 , 2010, Medical education.

[27]  John C. Morey,et al.  Simulation based teamwork training for emergency department staff: does it improve clinical team performance when added to an existing didactic teamwork curriculum? , 2004, Quality and Safety in Health Care.

[28]  M L Cook,et al.  A Short History of Driving Simulation , 2011 .

[29]  Jeffry Allen Greenberg,et al.  Physical Fidelity of Driving Simulators , 2011 .

[30]  Thomas J Triggs,et al.  Technology-based training system design: A generic model of training technology selection, design and implementation , 2012 .

[31]  Gavan Lintern,et al.  Simulator Design and Instructional Features for Carrier Landing: A Field Transfer Study , 1986 .

[32]  John D Carroll,et al.  Medical Simulation: The New Tool for Training and Skill Assessment , 2008, Perspectives in biology and medicine.

[33]  B Kappe,et al.  The possibilities of driving simulators for initial driver training and testing , 2005 .

[34]  Alexander Pollatsek,et al.  Using Eye Movements to Evaluate a PC-Based Risk Awareness and Perception Training Program on a Driving Simulator , 2006, Hum. Factors.

[35]  P W Caro,et al.  Determining the training effectiveness of flight simulators: some basic issues and practical developments. , 1982, Applied ergonomics.

[36]  John A. Groeger The lawful nature of learning: acquisition of driving skills , 2001 .

[37]  Viola Cavallo,et al.  THE DEVELOPMENT OF DRIVING SIMULATORS : TOWARD A MULTISENSORY SOLUTION , 2008 .

[38]  W Van Winsum,et al.  Virtual instruction in driving simulators , 2003 .

[39]  J C F de Winter,et al.  Violations and errors during simulation-based driver training , 2007, Ergonomics.

[40]  H-P Krueger,et al.  A Simulator-Based Training for Emergency Vehicle Driving , 2003 .

[41]  Eduardo Salas,et al.  Can PC-Based Systems Enhance Teamwork in the Cockpit? , 2005 .

[42]  D Nestel,et al.  Complexity, risk and simulation in learning procedural skills , 2007, Medical education.

[43]  Thomas A. Dingus,et al.  The 100-Car Naturalistic Driving Study Phase II – Results of the 100-Car Field Experiment , 2006 .

[44]  Gavan Lintern,et al.  Simulator Design and Instructional Features for Air-to-Ground Attack: A Transfer Study , 1989 .

[45]  E. Salas,et al.  Defining team performance for simulation-based training: methodology, metrics, and opportunities for emergency medicine. , 2008, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[46]  Dahai Liu,et al.  Transfer of Training , 2008 .

[47]  John F. Brock,et al.  Use of a Fixed-Base Driving Simulator to Evaluate the Effects of Experience and PC-Based Risk Awareness Training on Drivers' Decisions , 2002, Hum. Factors.

[48]  William Moroney,et al.  Human Factors in Simulation and Training: An Overview , 2008 .

[49]  Daniel J. Cox,et al.  Driving Rehabilitation as Delivered by Driving Simulation , 2011 .

[50]  Eduardo Salas,et al.  Does Crew Resource Management Training Work? An Update, an Extension, and Some Critical Needs , 2006, Hum. Factors.

[51]  Paul M. Salmon,et al.  The efficacy of advanced driver training: a targeted literature review , 2011 .

[52]  Florian Jentsch,et al.  Simulation in Aviation Training , 2011 .

[53]  J. Groeger Understanding Driving: Applying Cognitive Psychology to a Complex Everyday Task , 2000 .

[54]  E. Bekiaris,et al.  "TRAINER" Project: Pilot Application for the Evaluation of New Driver Training Technologies , 2005 .

[55]  M L Cook,et al.  The Effect of Driving Simulator Fidelity on Training Effectiveness , 2007 .

[56]  A. Ziv,et al.  Features and uses of high-fidelity medical simulations that lead to effective learning: a BEME systematic review , 2005, Medical teacher.

[57]  Frank Diete,et al.  Evaluation of a Simulator Based, Novice Driver Risk Awareness Training Program , 2008 .

[58]  Albert Skip Rizzo,et al.  Using virtual reality driving simulators in persons with spinal cord injury: three screen display versus head mounted display , 2013, Disability and rehabilitation. Assistive technology.

[59]  J A Groeger,et al.  Anticipating the content and circumstances of skill transfer: Unrealistic expectations of driver training and graduated licensing? , 2007, Ergonomics.

[60]  Robert T. Hays,et al.  Simulation Fidelity in Training System Design: Bridging the Gap Between Reality and Training , 1988 .

[61]  Gavan Lintern,et al.  Transfer Effects of Scene Content and Crosswind in Landing Instruction , 1992 .

[62]  A. K. Pradhan,et al.  Can younger drivers be trained to scan for information that will reduce their risk in roadway traffic scenarios that are hard to identify as hazardous? , 2009, Ergonomics.

[63]  N. Dahlstrom,et al.  Fidelity and validity of simulator training , 2009 .

[64]  Per-Anders Oskarsson,et al.  A Meta Study of Transfer of Training , 2010 .

[65]  Frank A. Drews,et al.  SIMULATOR TRAINING IMPROVES DRIVER EFFICIENCY: TRANSFER FROM THE SIMULATOR TO THE REAL WORLD , 2005 .

[66]  P Arno,et al.  Effect of simulator training on driving after stroke , 2005, Neurology.

[67]  Eduardo Salas,et al.  Flight Simulator Training Effectiveness: A Meta-Analysis , 1992 .

[68]  Eduardo Salas,et al.  Simulation-based team training at the sharp end: A qualitative study of simulation-based team training design, implementation, and evaluation in healthcare , 2010, Journal of emergencies, trauma, and shock.

[69]  David H. Weir,et al.  A Survey of Mid-Level Driving Simulators , 1995 .

[70]  Murat Demir,et al.  A new driver behavior model to create realistic urban traffic environment , 2012 .

[71]  B Hesketh,et al.  Learning from errors in a driving simulation: effects on driving skill and self-confidence , 2000, Ergonomics.

[72]  R W Allen,et al.  Experience with a low cost PC-based system for young driver training , 2003 .

[73]  T. Triggs,et al.  Training for Attentional Control in Novice Car Drivers: A Simulator Study , 1998 .