How accurate must an in-car information system be?: consequences of accurate and inaccurate information in cars

Driving requires focused attention and timely decision making for appropriate maneuvers. This relies on well-timed and accurate information. Designing an in-vehicle information system it is important to ensure that the information for the driver does not negatively affect cognitive processing and driving performance. This study investigates levels of information accuracy necessary in in-vehicle information systems to elicit positive behavioral and attitudinal responses from the driver. In a 2 (gender) by 5 (accuracy: 100%, 88%, 76%, 64% and no system) between-participants study, 100 participants drove in a driving simulator for 25 minutes with an in-vehicle information system designed to inform the driver of hazard and traffic events. Results show that decreasing the accuracy of the system decreased both driving performance and trust and liking of car and in-vehicle system. Female drivers in particular benefit from the in-vehicle system and show higher tolerance of inaccuracies. Design implications for in-vehicle systems are discussed.

[1]  M. Argyle Cooperation, the basis of sociability , 1991 .

[2]  C. Nass,et al.  Are Machines Gender Neutral? Gender‐Stereotypic Responses to Computers With Voices , 1997 .

[3]  R L McKinley,et al.  Female voice communications in high levels of aircraft cockpit noises--Part I: spectra, levels, and microphones. , 1998, Aviation, space, and environmental medicine.

[4]  Clifford Nass,et al.  Are Computers Gender-Neutral? Gender Stereotypic Responses to Computers , 1997 .

[5]  Khalil Sima'an,et al.  Wired for Speech: How Voice Activates and Advances the Human-Computer Relationship , 2006, Computational Linguistics.

[6]  Albert Kircher,et al.  Mobile telephone simulator study , 2004 .

[7]  Joan Meyers-Levy,et al.  The Influence of Sex Roles on Judgment , 1988 .

[8]  J. G. Holmes,et al.  Trust in close relationships. , 1985 .

[9]  Rjv Bertin,et al.  Objective Measurement of Simulator Sickness and the Role of Visual-Vestibular Conflict Situations , 2004 .

[10]  Manfred Tscheligi,et al.  CHI '04 Extended Abstracts on Human Factors in Computing Systems , 2004, CHI 2004.

[11]  Frank Drews,et al.  Profiles in Driver Distraction: Effects of Cell Phone Conversations on Younger and Older Drivers , 2004, Hum. Factors.

[12]  John D. Lee,et al.  Trust, self-confidence, and operators' adaptation to automation , 1994, Int. J. Hum. Comput. Stud..

[13]  R. Golembiewski,et al.  The centrality of interpersonal trust in group processes , 1975 .

[14]  C. Coulton,et al.  Interaction Effects in Multiple Regression , 1993 .

[15]  H. Lunenfeld Human factor considerations of motorist navigation and information systems , 1989, Conference Record of papers presented at the First Vehicle Navigation and Information Systems Conference (VNIS '89).

[16]  R J Hanowski,et al.  DEVELOPMENT OF HUMAN FACTORS GUIDELINES FOR ADVANCED TRAVELER INFORMATION SYSTEMS (ATIS) AND COMMERCIAL VEHICLE OPERATIONS (CVO): THE EFFECTS OF INACCURATE TRAFFIC INFORMATION ON DRIVER BEHAVIOR AND ACCEPTANCE OF AN ADVANCED IN-VEHICLE TRAVELER INFORMATION SYSTEM , 1998 .

[17]  B. J. Fogg,et al.  Credibility and computing technology , 1999, CACM.

[18]  D G Childers,et al.  Gender recognition from speech. Part II: Fine analysis. , 1991, The Journal of the Acoustical Society of America.

[19]  C Nixon,et al.  Female voice communications in high level aircraft cockpit noises--part II: vocoder and automatic speech recognition systems. , 1998, Aviation, space, and environmental medicine.

[20]  Clifford Nass,et al.  Don't blame me I am only the driver: impact of blame attribution on attitudes and attention to driving task , 2004, CHI EA '04.

[21]  D. Strayer,et al.  Cell phone-induced failures of visual attention during simulated driving. , 2003, Journal of experimental psychology. Applied.

[22]  David Shinar,et al.  Imperfect in-vehicle collision avoidance warning systems can aid distracted drivers , 2007 .

[23]  David L. Strayer,et al.  Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone , 2001, Psychological science.

[24]  A Stevens,et al.  DEVELOPMENT OF HUMAN FACTORS GUIDELINES FOR IN-VEHICLE INFORMATION SYSTEMS , 2002 .

[25]  J Edworthy,et al.  The use of male or female voices in warnings systems: a question of acoustics. , 2003, Noise & health.

[26]  D. E. Irwin,et al.  Conversation Disrupts Visual Scanning of Traffic Scenes , 2001 .

[27]  Clifford Nass,et al.  Improving automotive safety by pairing driver emotion and car voice emotion , 2005, CHI Extended Abstracts.

[28]  Paul P Jovanis,et al.  Effect of In-Vehicle Route Guidance Systems on Driver Workload and Choice of Vehicle Speed: Findings From a Driving Simulator Experiment , 1997, Ergonomics and Safety of Intelligent Driver Interfaces.

[29]  S. Murray You just don't understand: Women and men in conversation , 1992 .

[30]  M. A. Recarte,et al.  Effects of verbal and spatial-imagery tasks on eye fixations while driving. , 2000, Journal of experimental psychology. Applied.

[31]  Timothy L. Brown,et al.  Speech-Based Interaction with In-Vehicle Computers: The Effect of Speech-Based E-Mail on Drivers' Attention to the Roadway , 2001, Hum. Factors.

[32]  A J McKnight,et al.  The effect of cellular phone use upon driver attention. , 1993, Accident; analysis and prevention.

[33]  Bonnie M. Muir,et al.  Trust Between Humans and Machines, and the Design of Decision Aids , 1987, Int. J. Man Mach. Stud..

[34]  D. H. Mills The Logic and Limits of Trust , 1983 .

[35]  Bonnie M. Muir,et al.  Trust in automation. I: Theoretical issues in the study of trust and human intervention in automated systems , 1994 .

[36]  H. Sypher,et al.  Communication Research Measures: A Sourcebook , 1994 .

[37]  Peter Bonsall,et al.  USING AN INTERACTIVE ROUTE-CHOICE SIMULATOR TO INVESTIGATE DRIVERS' COMPLIANCE WITH ROUTE GUIDANCE ADVICE , 1991 .