Human’s Overtrust in and Overreliance on Advanced Driver Assistance Systems: A Theoretical Framework

This paper gives a theoretical framework to describe, analyze, and evaluate the driver’s overtrust in and overreliance on ADAS. Although “overtrust” and “overreliance” are often used as if they are synonyms, this paper differentiates the two notions rigorously. To this end, two aspects, (1) situation diagnostic aspect and (2) action selection aspect, are introduced. The first aspect is to describe overtrust, and it has three axes: (1-1) dimension of trust, (1-2) target object, and (1-3) chances of observation. The second aspect, (2), is to describe overreliance on the ADAS, and it has other three axes: (2-1) type of action selected, (2-2) benefits expected, and (2-3) time allowance for human intervention.

[1]  K. Ono,et al.  Fatal cardiovascular injuries to the unbelted occupant associated with airbag deployment: two case-reports. , 2000, Legal medicine.

[2]  G. Klein,et al.  A recognition-primed decision (RPD) model of rapid decision making. , 1993 .

[3]  N Moray,et al.  Trust, control strategies and allocation of function in human-machine systems. , 1992, Ergonomics.

[4]  T. Inagaki,et al.  Driver Support Functions Under Resource-Limited Situations , 2007 .

[5]  Raja Parasuraman,et al.  Humans and Automation: Use, Misuse, Disuse, Abuse , 1997, Hum. Factors.

[6]  Makoto Itoh,et al.  Driver Behavioral Changes through Interactions with an Automatic Brake System for Collision Avoidance , 2011 .

[7]  Toshiyuki Inagaki,et al.  Adaptive Automation: Sharing and Trading of Control , 2001 .

[8]  Bobbie D. Seppelt,et al.  Making adaptive cruise control (ACC) limits visible , 2007, Int. J. Hum. Comput. Stud..

[9]  Nadine B. Sarter,et al.  How in the World Did We Ever Get into That Mode? Mode Error and Awareness in Supervisory Control , 1995, Hum. Factors.

[10]  Makoto Itoh,et al.  Efficacy and Acceptance of Driver Support Under Possible Mismatches between Driver's Intent and Traffic Conditions , 2006 .

[11]  Joachim Meyer,et al.  Effects of Warning Validity and Proximity on Responses to Warnings , 2001, Hum. Factors.

[12]  Makoto Itoh,et al.  Support by Warning or by Action: Which is Appropriate under Mismatches between Driver Intent and Traffic Conditions? , 2007, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[13]  T. Inagaki,et al.  Design of human–machine interactions in light of domain-dependence of human-centered automation , 2006, Cognition, Technology & Work.

[14]  Kevin Barraclough,et al.  I and i , 2001, BMJ : British Medical Journal.

[15]  L. Toledo-Pereyra.  Trust , 2006, Mediation Behaviour.

[16]  L J Skitka,et al.  Automation bias: decision making and performance in high-tech cockpits. , 1997, The International journal of aviation psychology.

[17]  Toshiyuki Inagaki,et al.  Authority and responsibility in human–machine systems: probability theoretic validation of machine-initiated trading of authority , 2011, Cognition, Technology & Work.

[18]  Erik Hollnagel,et al.  Principles for modelling function allocation , 2000, Int. J. Hum. Comput. Stud..

[19]  Makoto Itoh,et al.  Toward overtrust-free advanced driver assistance systems , 2011, Cognition, Technology & Work.

[20]  Hermann Winner,et al.  Adaptive cruise control field operational test–the learning phase , 2001 .

[21]  Raja Parasuraman,et al.  Performance Consequences of Automation-Induced 'Complacency' , 1993 .

[22]  Linda Ng Boyle,et al.  Drivers' Understanding of Adaptive Cruise Control Limitations , 2009 .

[23]  T. Inagaki,et al.  Smart collaboration between humans and machines based on mutual understanding , 2008, Annu. Rev. Control..

[24]  Mica R. Endsley,et al.  The Out-of-the-Loop Performance Problem and Level of Control in Automation , 1995, Hum. Factors.

[25]  Charles E. Billings,et al.  Aviation Automation: The Search for A Human-centered Approach , 1996 .

[26]  J. Stahre,et al.  Human supervision and control in engineering and music: similarities, dissimilarities, and their implications , 2004, Proceedings of the IEEE.

[27]  Toshiyuki Inagaki,et al.  Attention and complacency , 2000 .

[28]  D. Woods,et al.  Automation Surprises , 2001 .