Real-time driver drowsiness feedback improves driver alertness and self-reported driving performance

Accident Analysis and Prevention

Volumn 81, Issue , 2015, Pages 8-13

  Aidman, Eugene ^a,b   Chadunow, Carolyn ^a   Johnson, Kayla ^a   Reece, John ^c,d  

^a DEFENCE SCIENCE AND TECHNOLOGY ORGANISATION   (Australia)

^b UNIVERSITY OF SYDNEY   (Australia)

^c RMIT UNIVERSITY   (Australia)

^d Melbourne Campus   (Australia)

Author keywords

Alertness; Circadian phase; Driver fatigue; Drowsiness monitoring; Feedback; Infra red oculography; Military personnel; Performance ratings

Indexed keywords

ACCIDENTS; AUTOMOBILE DRIVERS; FEEDBACK; ROADS AND STREETS;

ALERTNESS; CIRCADIAN PHASE; DRIVER FATIGUE; MILITARY PERSONNELS; PERFORMANCE RATINGS;

HIGHWAY ACCIDENTS;

ADULT; ATTENTION; BLINKING; CAR DRIVING; DEVICES; ELECTROOCULOGRAPHY; FATIGUE; FEMALE; HUMAN; MALE; MIDDLE AGED; PREVENTION AND CONTROL; PSYCHOLOGY; PSYCHOPHYSIOLOGY; SELF REPORT; SIGNAL PROCESSING; SLEEP STAGE; TRAFFIC ACCIDENT; YOUNG ADULT;

ACCIDENTS, TRAFFIC; ADULT; ATTENTION; AUTOMOBILE DRIVING; BIOFEEDBACK, PSYCHOLOGY; BLINKING; ELECTROOCULOGRAPHY; FATIGUE; FEMALE; HUMANS; MALE; MIDDLE AGED; SELF REPORT; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP STAGES; YOUNG ADULT;

EID: 84928747649     PISSN: 00014575     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aap.2015.03.041     Document Type: Article

References (38)

1. Cognitive Fatigue: Multidisciplinary Perspectives on Current Research and Future Applications P.L. Ackerman 2011 American Psychological Association Washington, D.C
2. T. Åkerstedt, and M. Gillberg Subjective and objective sleepiness in the active individual Int. J. Neurosci. 52 1990 29 37
3. E. Adell, A. Várhelyi, and M.d. Fontana The effects of a driver assistance system for safe speed and safe distance - a real-life field study Transp. Res. C: Emerging Technol. 19 2011 145 155
4. Aidman, E., Chadunow, C., Johnson, K., 2012. Effects of real-time drowsiness feedback on driver fatigue and performance in Army Reserve personnel. Paper presented at Defence Human Sciences Symposium, November 2012; Adelaide.
5. E. Aidman, C. Chadunow, K. Johnson, G. Coombs, and J. Fidock Driver Fatigue in an Army Reserve Regiment: A Multi-Method Field Study with Experimental Manipulation. DSTO-TR-2759 2012 Defence Science & Technology Organisation Edinburgh, South Australia 1 63
6. H. Akaike A new look at the statistical model identification IEEE Trans. Autom. Control 19 1974 716 723
7. C. Anderson, C. Czeisler, and S. Lockleys Driving home after the night shift: awareness of drowsiness and distractibility J. Sleep Res. 20 2011 36
8. Breuer, J., 2008. Attention assist: Don't fall asleep. Daimler Tech. Report.
9. CaterpillarGlobalMining Operator Fatigue Detection Technology Review 2008 Caterpillar Peoria, IL
10. M. Corbett A drowsiness detection system for pilots: Optalert Aviat. Space Environ. Med. 80 2009 149
11. D. Dawson, and K. McCulloch Managing fatigue: it's about sleep Sleep Med. Rev. 9 2005 365 380
12. Dinges D. F., Grace R., 1998. PERCLOS: a valid psychophysiological measure of alertness as assessed by psychomotor vigilance. Federal Highway Administration Office of motor carriers, Tech. Rep. MCRT-98-006.
13. S.A. Ferguson, A.A. Baker, N. Lamond, D.J. Kennaway, and D. Dawson Sleep in a live-in mining operation: the influence of start times and restricted non-work activities Appl. Ergon. 42 2010 71 75
14. A. Field Discovering Statistics: Using IBM SPSS Statistics 2013 Sage London
15. F.M. Fischer, C.R. de Castro Moreno, F.N. da Silva Borges, and F.M. Louzada Implementation of 12-h shifts in a Brazilian petrochemical plant: impact on sleep and alertness Chronobiol. Int. 17 2000 521 537
16. S. Folkard Black times: temporal determinants of transport safety Accid. Anal. Prev. 29 4 1997 417 430
17. P. Gander, H. Purnell, A. Garden, and A. Woodward Work patterns and fatigue-related risk among junior doctors Occup. Environ. Med. 64 2007 733 738
18. P. Haraldsson, and T. Akerstedt Drowsiness-greater traffic hazard than alcohol. Causes, risks and treatment Lakartidningen 98 2001 3018 3023
19. J. Horne, and L. Reyner Sleep related vehicle accidents BMJ 310 1995 565 567
20. J. Horne, and L. Reyner Driver sleepiness J. Sleep Res. 4 1995 23 29
21. V. Ivancievic, and E.V. Aidman Life-space foam: a medium for motivational and cognitive dynamics Physica A 382 2007 616 630
22. M.W. Johns, A. Tucker, R. Chapman, K. Crowley, and N. Michael Monitoring eye and eyelid movements by infrared reflectance oculography to measure drowsiness in drivers Somnologie-Schlafforschung Schlafmedizin 11 2007 234 242
23. M.W. Johns, R. Chapman, K. Crowley, and A. Tucker A new method for assessing the risks of drowsiness while driving Somnologie 12 2008 66 74
24. M.W. Johns, K.E. Crowley, R.J. Chapman, A.J. Tucker, and C.A. Hocking The test-retest reliability of an ocular measure of drowsiness Sleep 31 2008 A118
25. K. Kaida, T. Åkerstedt, G. Kecklund, J.P. Nilsson, and J. Axelsson Use of subjective and physiological indicators of sleepiness to predict performance during a vigilance task Ind. Health 45 2007 520 526
26. A. Kircher, M. Uddman, and J. Sandin Vehicle Control and Drowsiness 2002 Swedish National Road and Transport Research Institute Stockholm
27. J.F. May, and C.L. Baldwin Driver fatigue: the importance of identifying causal factors of fatigue when considering detection and countermeasure technologies Transp. Res. F: Traffic Psychol. Behav. 12 2009 218 224
28. G. Maycock Sleepiness and driving: the experience of UK car drivers Accid. Anal. Prev. 29 4 1997 453 462
29. McLean, A., Grech, M., Elischer, P., 2009. Collins class submarines: a study examining the issues of sleep, fatigue and performance. DSTO Publication DSTO-TR-2341: 1-32.
30. T. Monk, D. Buysse, C. Reynolds III, S. Berga, and D. Jarrett Circadian rhythms in human performance and mood under constant conditions J. Sleep Res. 6 1997 9 18
31. A.I. Pack, A.M. Pack, E. Rodgman, A. Cucchiara, and D.F. Dinges Characteristics of crashes attributed to the driver having fallen asleep Accid. Anal. Prev. 27 1995 769 775
32. S.S. Smith, M.S. Horswill, B. Chambers, and M. Wetton Hazard perception in novice and experienced drivers: the effects of sleepiness Accid. Anal. Prev. 41 2009 729 733
33. M.H. Smolensky, L. Di Milia, M.M. Ohayon, and P. Philip Sleep disorders, medical conditions, and road accident risk Accid. Anal. Prev. 43 2011 533 548
34. E. Taub What psychology as a science owes neal miller: the example of his biofeedback research Biofeedback 38 2010 108 117
35. P. Thiffault, and J. Bergeron Monotony of road environment and driver fatigue: a simulator study Accid. Anal. Prev. 35 2003 381 391
36. Tucker, A., 2012. Personal communication: email correspondence received November 26, 2012.
37. A. Williamson, D.A. Lombardi, S. Folkard, J. Stutts, and T.K. Courtney The link between fatigue and safety Accid. Anal. Prev. 43 2011 498 515
38. K.P. Wright, J.T. Hull, and C.A. Czeisler Relationship between alertness, performance, and body temperature in humans Am. J. Physiol.-Regul. Integr. Comp. Physiol. 283 2002 R1370 R1377