Visuospatial Workload Measurement of an Interface Based on a Dual Task of Visual Working Memory Test

Guidelines devised to ensure that multiple and highly functional in-vehicle information systems (IVISs) are designed to present a distraction-free interface at the same time, need to consider the safety, functionality, and usability of image displays. However, no guidelines exist for quantitatively assessing drivers' cognitive workloads, and this includes usability and memorability. In this paper, we propose a method to measure drivers' visuospatial workload quantitatively. The method is incorporated in various interface tests including driving and human machine interface evaluations. The results indicated that the success rates of visuospatial working memory tasks can be used to rank the relative difficulties of the tasks, and the ranking order of these rates tended to be similar to that of the subjective difficulties.

[1]  Philip M. Corsi Human memory and the medial temporal region of the brain. , 1972 .

[2]  Bryan Reimer,et al.  Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task , 2012, Hum. Factors.

[3]  A. Baddeley,et al.  Pattern span: a tool for unwelding visuo–spatial memory , 1999, Neuropsychologia.

[4]  Alan Stevens,et al.  A SAFETY CHECKLIST FOR THE ASSESSMENT OF IN-VEHICLE INFORMATION SYSTEMS , 1999 .

[5]  Pamela S. Tsang,et al.  Absolute Magnitude Estimation and Relative Judgement Approaches to Subjective Workload Assessment , 1987 .

[6]  Mikael B. Skov,et al.  You can touch, but you can't look: interacting with in-vehicle systems , 2008, CHI.

[7]  Patricia Trbovich,et al.  Evaluating One Screen/One Control Multifunction Devices in Vehicles , 2005 .

[8]  Joel Myerson,et al.  Interference with spatial working memory: An eye movement is more than a shift of attention , 2004, Psychonomic bulletin & review.

[9]  J. C. Byers,et al.  Comparison of Four Subjective Workload Rating Scales , 1992 .

[10]  J L Kenemans,et al.  Event-related potentials and secondary task performance during simulated driving. , 2008, Accident; analysis and prevention.

[11]  Calmet Meteorological Model A User's Guide for the , 1999 .

[12]  Fred D. Davis User Acceptance of Information Technology: System Characteristics, User Perceptions and Behavioral Impacts , 1993, Int. J. Man Mach. Stud..

[13]  Haruki Kawanaka,et al.  Identification of Cognitive Distraction Using Physiological Features for Adaptive Driving Safety Supporting System , 2013 .

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

[15]  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.

[16]  A. Buchner,et al.  Drivers' misjudgement of vigilance state during prolonged monotonous daytime driving. , 2009, Accident; analysis and prevention.

[17]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[18]  L. Chittaro,et al.  Driver Distraction Caused by Mobile Devices : Studying and Reducing Safety Risks , 2004 .

[19]  Scott S Potter,et al.  Subjective Workload Assessment Technique (SWAT): A User's Guide , 1989 .

[20]  S. Pickering,et al.  The development of visuo-spatial working memory , 2001, Memory.

[21]  Sandra G. Hart,et al.  Nasa-Task Load Index (NASA-TLX); 20 Years Later , 2006 .

[22]  Viswanath Venkatesh,et al.  Technology Acceptance Model 3 and a Research Agenda on Interventions , 2008, Decis. Sci..

[23]  George E. Cooper,et al.  The use of pilot rating in the evaluation of aircraft handling qualities , 1969 .

[24]  D. de Waard,et al.  The use of psychophysiology to assess driver status. , 1993, Ergonomics.

[25]  James T. Miller,et al.  An Empirical Evaluation of the System Usability Scale , 2008, Int. J. Hum. Comput. Interact..

[26]  Clifford Nass,et al.  How accurate must an in-car information system be?: consequences of accurate and inaccurate information in cars , 2008, CHI.

[27]  Naoki Mizukami,et al.  Japanese version of NASA Task Load Index , 1996 .

[28]  Jakob Nielsen,et al.  Heuristic Evaluation of Prototypes (individual) , 2022 .

[29]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[30]  Antti Oulasvirta,et al.  Long-term working memory and interrupting messages in human – computer interaction , 2004, Behav. Inf. Technol..

[31]  Andreas Riener,et al.  Cognitive load estimation in the car : Practical experience from lab and on-road tests , 2015 .

[32]  Mikael B. Skov,et al.  Studying driver attention and behaviour for three configurations of GPS navigation in real traffic driving , 2010, CHI.

[33]  P. Carpenter,et al.  Individual differences in working memory and reading , 1980 .

[34]  Tsutomu Asoh,et al.  *JAMA Guideline for In-Vehicle Display Systems (*Japan Automobile Manufacturers Association) , 2005 .

[35]  Daniel V. McGehee,et al.  Collision Warning Timing, Driver Distraction, and Driver Response to Imminent Rear-End Collisions in a High-Fidelity Driving Simulator , 2002, Hum. Factors.

[36]  Frank Drews,et al.  A Comparison of the Cell Phone Driver and the Drunk Driver , 2004, Hum. Factors.

[37]  Albrecht Schmidt,et al.  In-car interaction using search-based user interfaces , 2008, CHI.

[38]  J. B. Brooke,et al.  SUS: A 'Quick and Dirty' Usability Scale , 1996 .

[39]  Carl Gutwin,et al.  Supporting and Exploiting Spatial Memory in User Interfaces , 2013, Found. Trends Hum. Comput. Interact..

[40]  Terry C Lansdown,et al.  Distraction from multiple in-vehicle secondary tasks: vehicle performance and mental workload implications , 2004, Ergonomics.

[41]  Errol R. Hoffmann,et al.  Steering Reversals as a Measure of Driver Performance and Steering Task Difficulty , 1975 .

[42]  A. Baddeley Working Memory, Thought, and Action , 2007 .

[43]  Muneyoshi Hyodo,et al.  Visual rehearsal within visuo-spatial working memory: A comparison of recall and recognition in a visual pattern test , 2006 .