Tactile detection response task: Metrics for assessing drivers’ cognitive workload

作者: Huizhong Guo , Linda Ng Boyle , James W. Jenness , John D. Lee

DOI: 10.1016/J.TRF.2019.12.003

关键词: ModalitiesCognitive workloadPoison controlStimulus (physiology)AudiologyHuman factors and ergonomicsBinary outcomeDistractionComputer scienceDriving simulatorApplied psychologyAutomotive engineeringTransportation

摘要: Abstract The Tactile Detection Response Task (TDRT) has been used to assess the cognitive workload of driver distraction with response time and miss rate as metrics workload. However, it is not clear which metric more sensitive whether sensitivity maintained for visual tasks. objective this study was TDRT changes in examine depends on task modality. A driving simulator conducted 24 participants. included restaurant selection tasks three presentation modalities (auditory, visual, hybrid) two difficulty levels (low high). high level designed be cognitively demanding than low level. Mixed-effects models were applied model controlled age group, gender, a random effect auditory significantly increased likelihood missing stimulus. No statistically significant differences observed hybrid associated level, regardless In study, binary outcome thus considered time. can still measure when are relatively easy close zero. addition, diminished that involved component. Researchers who use should aware limitation.

参考文章(25)
Chun-Cheng Chang, Linda Ng Boyle, John D. Lee, James Jenness, Using tactile detection response tasks to assess in-vehicle voice control interactions Transportation Research Part F-traffic Psychology and Behaviour. ,vol. 51, pp. 38- 46 ,(2017) , 10.1016/J.TRF.2017.06.008
Rachel M. Goethe, Madeleine M. McCarty, Joel M. Cooper, Examining Potential Confounds in Use of the Detection Response Task for In-Vehicle System Evaluation Transportation Research Record. ,vol. 2663, pp. 67- 72 ,(2017) , 10.3141/2663-09
John D Lee, Shu-Yuan Liu, Joshua Domeyer, Azadeh DinparastDjadid, None, Assessing Drivers' Trust of Automated Vehicle Driving Styles With a Two-Part Mixed Model of Intervention Tendency and Magnitude. Human Factors. ,vol. 63, pp. 197- 209 ,(2021) , 10.1177/0018720819880363
Paul Crits-Christoph, Wan Tang, Wenjuan Wang, Hua He, Structural zeroes and zero-inflated models Shanghai archives of psychiatry. ,vol. 26, pp. 236- 242 ,(2014) , 10.3969/J.ISSN.1002-0829.2014.04.008
Johan Engström, Nina Åberg, Emma Johansson, Jakob Hammarbäck, Comparison between Visual and Tactile Signal Detection Tasks Applied to the Safety Assessment of In-Vehicle Information Systems Driving Assessment 2005: 3rd International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle DesignNissan Technical Center - North AmericaUniversity of Iowa, Iowa CityHonda R & D Americas, IncorporatedToyota Technical Center, U.S.A.Federal Motor Carrier Safety AdministrationNational Highway Traffic Safety Administration5DT, Inc.DriveSafety, Inc.Human Factors and Ergonomics SocietySeeing MachinesTransportation Research BoardUniversity of CalgaryUniversity of LeedsUniversity of Minnesota, MinneapolisUniversity of Michigan Transportation Research InstituteVirginia Polytechnic Institute and State University, Blacksburg. ,vol. 3, pp. 232- 239 ,(2017) , 10.17077/DRIVINGASSESSMENT.1166
Thomas A Ranney, GH Baldwin, Ed Parmer, Joshua Domeyer, John Martin, Elizabeth N Mazzae, None, Developing a Test to Measure Distraction Potential of In-Vehicle Information System Tasksin Production Vehicles ,(2011)
Klaus Bengler, Michael Krause, Verena Knott, Implementing the Tactile Detection Task in a Real Road Experiment to Assess a Traffic Light Assistant advances in computer human interaction. pp. 43- 48 ,(2015)
Johan Engström, Pontus Larsson, Christian Larsson, Comparison of Static and Driving Simulator Venues for the Tactile Detection Response Task 7th International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle DesignHonda R&D Americas, IncorporatedNissan Technical Center, North AmericaToyota Collaborative Safety Research CenterDriveCam, IncorporatedLiberty Mutual Research Institute for SafetyTransportation Research BoardFederal Highway AdministrationNational Highway Traffic Safety Administration. ,vol. 7, pp. 369- 375 ,(2017) , 10.17077/DRIVINGASSESSMENT.1514
Richard A Young, Li Hsieh, Sean Seaman, THE TACTILE DETECTION RESPONSE TASK: PRELIMINARY VALIDATION FOR MEASURING THE ATTENTIONAL EFFECTS OF COGNITIVE LOAD 7th International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle DesignHonda R&D Americas, IncorporatedNissan Technical Center, North AmericaToyota Collaborative Safety Research CenterDriveCam, IncorporatedLiberty Mutual Research Institute for SafetyTransportation Research BoardFederal Highway AdministrationNational Highway Traffic Safety Administration. ,vol. 25, pp. 56- 59 ,(2017) , 10.17077/DRIVINGASSESSMENT.1469
Arne Stinchcombe, Sylvain Gagnon, Aging and driving in a complex world: Exploring age differences in attentional demand while driving Transportation Research Part F-traffic Psychology and Behaviour. ,vol. 17, pp. 125- 133 ,(2013) , 10.1016/J.TRF.2012.11.002