Effects of Alarm Modality and Alarm Reliability on Workload, Trust, and Driving Performance

As roads are getting more congested, the rate of automobile crashes due to driver error is also rising. Driving is an attention demanding task. The automobile industry has developed collision avoidance warning systems to increase situation awareness and roadway safety. Different modalities of alarms could be used to increase drivers’ situation awareness. The current study is a preliminary analysis of the effects of alarm reliability (70% & 90%) and alarm modality (auditory & tactile) on driver performance, trust in alarms, and perceived workload. Participants (n=5) drove in a simulated environment. The results showed that drivers had fewer collisions in the tactile condition than the auditory condition. The findings of this research can inform which alarm modality is effective in improving driver performance and how practitioners can use this information to improve collision avoidance warning systems to increase roadway safety.

[1]  Christopher D. Wickens,et al.  The benefits of imperfect diagnostic automation: a synthesis of the literature , 2007 .

[2]  Mark R. Lehto,et al.  Foundations for an Empirically Determined Scale of Trust in Automated Systems , 2000 .

[3]  Douglas A. Wiegmann,et al.  Automation Failures on Tasks Easily Performed by Operators Undermines Trust in Automated Aids , 2003 .

[4]  Robert Gray,et al.  A Comparison of Tactile, Visual, and Auditory Warnings for Rear-End Collision Prevention in Simulated Driving , 2008, Hum. Factors.

[5]  James P Bliss,et al.  Alarm mistrust in automobiles: how collision alarm reliability affects driving. , 2003, Applied ergonomics.

[6]  J. Golding Predicting individual differences in motion sickness susceptibility by questionnaire , 2006 .

[7]  John D. Lee,et al.  Trust in Automation: Designing for Appropriate Reliance , 2004, Hum. Factors.

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

[9]  James P. Bliss,et al.  Alert Modality and Behavioral Compliance during Virtual Combat , 2010 .

[10]  Carryl L. Baldwin,et al.  Perceived urgency mapping across modalities within a driving context. , 2014, Applied Ergonomics.

[11]  Edgar Erdfelder,et al.  G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences , 2007, Behavior research methods.

[12]  Mica R. Endsley,et al.  Toward a Theory of Situation Awareness in Dynamic Systems , 1995, Hum. Factors.

[13]  Christopher D. Wickens,et al.  Multiple resources and performance prediction , 2002 .

[14]  James P. Bliss,et al.  Vibrotactile Stimuli Parameters on Detection Reaction Times , 2014 .

[15]  Vernoi Battiste,et al.  Transport Pilot Workload: A Comparison of Two Subjective Techniques , 1988 .

[16]  Kellie D. Kennedy,et al.  Inattentional Blindness in a Simulated Driving Task , 2013 .