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      Investigation of Train Driver Physiological Responses

      proceedings-article

      1 , 1

      Proceedings of the 32nd International BCS Human Computer Interaction Conference (HCI)

      Human Computer Interaction Conference

      4 - 6 July 2018

      Workload measurement, rail human factors, heart rate, galvanic skin response, psychophysiology, ambulatory monitoring, wearable sensors

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            Abstract

            Train Driver workload is an under-researched area. Operator workload has been extensively studied in the automotive, aeronautical and other domains using performance, subjective and physiological measures. In this exploratory study, we combine subjective self-report measures with a task-based measure of workload and physiological measures. Heart Rate and Galvanic Skin Response are collected from train drivers over the course of their journey. These signals are analysed with respect to subjective and task-based measures of workload, but no reliable correlations were found between the physiological and other workload measures. However, the results show that peaks in both the Heart Rate and GSR data are associated with particular locations or events and changes in GSR data reflect anticipatory events and are inline with subjective driver commentary. This suggests that further research on physiological measures for train drivers is warranted

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            Author and article information

            Contributors
            Conference
            July 2018
            July 2018
            : 1-9
            Affiliations
            [0001]Trinity College Dublin College Green, Dublin 2
            Article
            10.14236/ewic/HCI2018.5
            e2eaafa7-998e-4dfb-ac61-238c228aa020
            © Crowley et al. Published by BCS Learning and Development Ltd. Proceedings of British HCI 2018. Belfast, UK.

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            Proceedings of the 32nd International BCS Human Computer Interaction Conference
            HCI
            32
            Belfast, UK
            4 - 6 July 2018
            Electronic Workshops in Computing (eWiC)
            Human Computer Interaction Conference
            Product
            Product Information: 1477-9358BCS Learning & Development
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

            REFERENCES

            1. 1979 Investigation into the skills of train driving Ergonomics 22 2 155 164

            2. 2014 Investigations into the skills of modern and traditional train driving Applied Ergonomics 45 462 470

            3. 2015 Recovering time or chasing rainbows? Exploring time perception, conceptualization of time recovery, and time pressure mitigation in train driving IIE Transactions on Occupational Ergonomics and Human Factors, 0 1 14

            4. 2015 Investigating the formal countermeasures and informal strategies used to mitigate SPAD risk in train driving Ergonomics 58 6 883 896

            5. 2014 ERTMS train driving in-cab vs. outside: An explorative eye-tracking field study In Contemporary Ergonomics and Human Factors 2014: Proceedings of the international conference on Ergonomics & Human Factors 2014 Southampton, UK 7-10 April 2014 343 CRC Press

            6. 2006 An investigation of train driver visual strategies Cognition, Technology & Work 8 1 15 29

            7. 2005 Fundamental examination of mental workload in the rail industry Theoretical Issues in Ergonomics Science 6 6 463 482

            8. 2016 Comparison of real-time relative workload measurements in rail signallers (Master’s thesis, University of Twente)

            9. 2017 Estimation of Train Driver Workload: Extracting Taskload Measures from On-Train-Data-Recorders In International Symposium on Human Mental Workload: Models and Applications 106 119 Springer, Cham

            10. 2016 Real workload verbal protocol data analysis of European Rail Traffic Management System train driving and conventional train driving In 2016 IEEE International Conference on Intelligent Rail Transportation (ICIRT) 191 196 IEEE

            11. 1990 Driver workload during differing driving maneuvers Accident Analysis & Prevention 22 3 281 290

            12. 1996 Detecting short periods of elevated workload: A comparison of nine workload assessment techniques Journal of experimental psychology: Applied 2 3 270

            13. 1976 Pilot workload analysis In Monitoring Behavior and Supervisory Control 139 155 Springer Boston, MA

            14. 1979 Measurement of pilot workload In Mental Workload 417 422 Springer Boston, MA

            15. 1988 Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research Advances in Psychology 52 139 183 Retrieved from http://humanfactors.arc.nasa.gov/groups/TLX/downloads/NASA-TLXChapter.pdf

            16. a, 2015 State of science: mental workload in ergonomics Ergonomics 58 1 1 17 doi:10.1080/00140139.2014.956151

            17. 2005 Detecting stress during real-world driving tasks using physiological sensors IEEE Transactions on intelligent transportation systems 6 2 156 166

            18. 2014 Classifying driver workload using physiological and driving performance data: two field studies In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 4057 4066 ACM

            19. 2010 Monitoring drivers‟ mental workload in driving simulators using physiological measures Accident Analysis & Prevention 42 3 898 903

            20. 1992 Assessing pilot workload. Why measure heart rate, HRV and respiration? Biological psychology 34 2-3 259 287

            21. 1987 Physiological data used to measure pilot workload in actual flight and simulator conditions In Proceedings of the Human Factors Society Annual Meeting 31 7 779 783 Sage CA: Los Angeles, CA: SAGE Publications

            22. 1998 Physiological workload reactions to increasing levels of task difficulty Ergonomics 41 5 656 669

            23. 1998 A comparison of heart rate, eye activity, EEG and subjective measures of pilot mental workload during flight Aviation, space, and environmental medicine 69 4 360 367

            24. 1996 Physiological indices of workload in a simulated flight task Biological psychology 42 3 323 342

            25. 2002 An analysis of mental workload in pilots during flight using multiple psychophysiological measures The International Journal of Aviation Psychology 12 1 3 18

            26. 2002 Heart rate measures of flight test and evaluation The International journal of aviation psychology 12 1 63 77

            27. 1964 The rationale for treating the change in galvanic skin response as a change in conductance Psychophysiology 1 1 31 38

            28. 1997 The effects of physical activities on cardiovascular variability in ambulatory situations [ECG/accelerometry analysis] In Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE 1 105 108 IEEE

            29. 2010 Activity-aware mental stress detection using physiological sensors In International Conference on Mobile Computing, Applications, and Services 282 301 Springer Berlin, Heidelberg

            30. 1985 A Critical View of Driver Behavior Models: What Do We Know, What Should We Do? Human behavior and traffic safety 485 520

            31. 2005 Effects of visual and cognitive load in real and simulated motorway driving. Transportation Research F 2 97 120

            32. 1908 The relation of strength of stimulus to rapidity of habit-formation J of Comparative Neurology and Psychology 18

            33. 2008 A decrease in brain activation associated with driving when listening to someone speak Brain research 1205 70 80

            34. 1998 Vehicle automation and driving performance. Ergonomics 41 7 1014 1028

            35. 1986 Workload: An examination of the concept , eds. Handbook of Perception and Human Performance 41-1 41-49

            36. 2009 Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers. Transportation Research 2138 12 6 12

            37. 1998 The synchronization of electrodermal activity and heart rate and its relationship to energetic arousal: A time series approach Biological Psychology 48 3 209 225

            38. 2010 Correlation between heart rate, electrodermal activity and player experience in first-person shooter games In Proceedings of the 5th ACM SIGGRAPH Symposium on Video Games 49 54 ACM

            39. 2011 The skin conductance response, anticipation, and decision-making Journal of Neuroscience, Psychology, and Economics 4 2 111

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