Driving context and visual-manual phone tasks influence glance behavior in naturalistic driving

Transportation Research Part F: Traffic Psychology and Behaviour

Volumn 26, Issue PA, 2014, Pages 258-272

  Tivesten, Emma ^a,b   Dozza, Marco ^a  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

^b VOLVO CAR CORPORATION   (Sweden)

Author keywords

Distraction; Driver behavior; Driving context; Eye movement; Gaze; Phone tasks

Indexed keywords

ACCIDENTS; AUTOMOBILE DRIVERS; CRASHWORTHINESS; DRIVER TRAINING; EYE MOVEMENTS; OFF ROAD VEHICLES; ROADS AND STREETS; SAFETY ENGINEERING; TELEPHONE SETS; TRANSPORTATION; USER INTERFACES; VEHICLES;

DISTRACTION; DRIVER BEHAVIOR; DRIVING CONTEXT; GAZE; PHONE TASKS;

BEHAVIORAL RESEARCH;

EID: 84907218611     PISSN: 13698478     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trf.2014.08.004     Document Type: Article

References (61)

1. C. Ahlström, T. Victor, C. Wege, and E. Steinmetz Processing of eye/head-tracking data in large-scale naturalistic driving data sets IEEE Transactions on Intelligent Transportation Systems 13 2012 553 564
2. C.L. Baker Jr, and O.J. Braddick Eccentricity-dependent scaling of the limits for short-range apparent motion perception Vision Research 25 1985 803 812
3. Y. Benjamini, and Y. Hochberg Controlling the false discovery rate: A practical and powerful approach to multiple testing Journal of the Royal Statistical Society Series B-Methodological 57 1995 289 300
4. U. Björnstig, J. Björnstig, and A. Eriksson Passenger car collision fatalities - with special emphasis on collisions with heavy vehicles Accident Analysis and Prevention 40 2008 158 166
5. Broström, R., Ljung Aust, M., Wahlberg, L., & Källgren, L. (2013). What drives off-road glance durations during multitasking - capacity, practice or strategy? In: 3rd International conference on driver distraction and inattention. Gothenburg, Sweden.
6. Craft, R. H., & Preslopsky, B. (2009). Driver distraction and inattention in the USA large truck and national motor vehicle crash causation studies. In: First international conference on driver distraction and inattention, September 28-29, 2009. Gothenburg, Sweden.
7. Dingus, T. A., Klauer, S. G., Neale, V. L., Petersen, A., Lee, S. E., Sudweeks, J., et al. (2006). The 100-car naturalistic driving study, phase ii - results of the 100-car field experiment. In: Report no: HS 810 593: NHTSA DOT.
8. T.A. Dingus, M.C. Hulse, J.F. Antin, and W.W. Wierwille Attentional demand requirements of an automobile moving-map navigation system Transportation Research Part A: General 23 1989 301 315
9. Dozza, M., Moeschlin, F., & Léon-Cano, J. (2010). FOTware: A modular, customizable software for analysis of multiple-source field-operational-test data. In: Second international symposium on naturalistic driving research, Blacksburg.
10. T. Dukic, L. Hanson, and T. Falkmer Effect of drivers' age and push button locations on visual time off road, steering wheel deviation and safety perception Ergonomics 49 2006 78 92
11. J.A. Engström, T. Victor, and G. Markkula Attention selection and multitasking in everyday driving: A conceptual model M.A. Regan, J.D. Lee, T. Victor, Driver distraction and inattention, advances in research and countermeasures Vol. 1 2013 Ashgate Surrey, England 27 54
12. Fitch, G. M., Soccolich, S. A., Guo, F., McClafferty, J., Fang, Y., Olson, R. L., et al. (2013). The impact of hand-held and hands-free cell phone use on driving performance and safety-critical event risk. DOT HS 811 757.
13. G.M. Fitch, K. Grove, R. Hanowski, and M. Perez Compensatory behavior of drivers when conversing on a cell phone: Investigation with naturalistic driving data Transportation Research Record: Journal of the Transportation Research Board 2014
14. G.M. Fitch, R.J. Hanowski, and F. Guo The risk of a safety-critical event associated with mobile device use in specific driving contexts Traffic Injury Prevention 2014 1 34 http://dx.doi.org/10.1080/15389588.2014.923566
15. Funkhouser, D., & Sayer, J. (2012). Naturalistic census of cell phone use. In: Proceedings of the 91st annual meeting of the transportation research board (Vol. 2321, pp. 1-6), Washington, D.C.
16. Green, P. (2008). Driver interface safety and usability standards: An overview. In: Driver distraction: Theory, effects and mitigation (pp. 445-461), CRC Press.
17. J.S. Hickman, and R.J. Hanowski An assessment of commercial motor vehicle driver distraction using naturalistic driving data Traffic Injury Prevention 13 2012 566 574
18. W.J. Horrey, and C.D. Wickens In-vehicle glance duration: Distributions, tails and a model of crash risk Transportation Research Record: Journal of the Transportation Research Board 2007 22 28
19. ISO. (2002). Road vehicles - Measurement of driver visual behaviour with respect to transport information and control systems. Part 1: Definitions and parameters. ISO 15007-1. In.
20. Kircher, K., Ahlström, C., & Kircher, A. (2009). Comparison of two eye-gaze based real-time driver distraction detection algorithms in a small-scale field operational test. In: Driving assessment 2009: 5th international driving symposium on human factors in driving assessment, training and vehicle design. Big Sky, Montana.
21. Klauer, S. G., Dingus, T. A., Neale, V. L., Sudweeks, J. D., & Ramsey, D. J. (2006). The impact of driver inattention on near-crash/crash risk: An analysis using the 100-car naturalistic driving study data. In: DOT HS 810 594.
22. S.G. Klauer, F. Guo, B.G. Simons-Morton, M.C. Ouimet, S.E. Lee, and T.A. Dingus Distracted driving and risk of road crashes among novice and experienced drivers New England Journal of Medicine 370 2014 54 59
23. P. Konstantopoulos, P. Chapman, and D. Crundall Driver's visual attention as a function of driving experience and visibility. Using a driving simulator to explore drivers' eye movements in day, night and rain driving Accident Analysis and Prevention 42 2010 827 834
24. M.F. Land Eye movements and the control of actions in everyday life Progress in Retinal and Eye Research 25 2006 296 324
25. M.F. Land, and M. Hayhoe In what ways do eye movements contribute to everyday activities? Vision Research 41 2001 3559 3565
26. M.F. Land, and J. Horwood Which parts of the road guide steering? Nature 377 1995 339 340
27. M.F. Land, and D.N. Lee Where we look when we steer Nature 369 1994 742 744
28. T.C. Lansdown Causes, measures, and effects of driver visual workload P.A. Hancock, P.A. Desmond, Stress, Workload, and Fatigue 2001 Lawrence Erlbaum Associates Mahwah, N.J. 351 369
29. O. Lappi, E. Lehtonen, J. Pekkanen, and T. Itkonen Beyond the tangent point: Gaze targets in naturalistic driving Journal of Vision 13 2013
30. Lee, J. D., Moeckli, J., Brown, T. L., Roberts, S. C., Schwarz, C., Yekhshatyan, L., et al. (2013). Distraction detection and mitigation through driver feedback. Report No. DOT HS 811 547A, Washington, DC: National Highway Traffic Safety Administration.
31. E. Lehtonen, O. Lappi, and H. Summala Anticipatory eye movements when approaching a curve on a rural road depend on working memory load Transportation Research Part F: Traffic Psychology and Behaviour 15 2012 369 377
32. Y. Liang, and J.D. Lee Combining cognitive and visual distraction: Less than the sum of its parts Accident Analysis and Prevention 42 2010 881 890
33. Y. Liang, J. Lee, and L. Yekhshatyan How dangerous is looking away from the road? Algorithms predict crash risk from glance patterns in naturalistic driving Human Factors: The Journal of the Human Factors and Ergonomics Society 54 2012 1104 1116
34. A.T. McCartt, L.A. Hellinga, L.M. Strouse, and C.M. Farmer Long-term effects of handheld cell phone laws on driver handheld cell phone use Traffic Injury Prevention 11 2010 133 141
35. R.R. Mourant, and T.H. Rockwell Mapping eye-movement patterns to the visual scene in driving: An exploratory study Human Factors: The Journal of the Human Factors and Ergonomics Society 12 1970 81 87
36. NHTSA. (2013). Visual-manual NHTSA driver distraction guidelines for in-vehicle electronic devices. In: Docken No. NHTSA-2010-0053. http://www.nhtsa.gov/staticfiles/nti/distracted-driving/pdf/distracted-guidelines-FR-04232013.pdf.
37. Olson, P. L., Battle, D. S., & Aoki, T. (1989). Driver eye fixations under different operating conditions. In: Ann Arbor, USA: The University of Michigan Transport Research Institute (UMTRI).
38. Olson, R. L., Hanowski, R. J., Hickman, J. S., & Bocanegra, J. (2009). Driver distraction in commercial vehicle operations, final report. In: Washington DC: Federal Motor Carrier Safety Administration.
39. M. Räsänen, and H. Summala Car drivers' adjustments to cyclists at roundabouts Transportation Human Factors 2 2000 1 17
40. Rockwell, T. H. (1988). Spare visual capacity in driving-revisited: new empirical results for an old idea. In: A. G. Gale, M. H. Freeman, C. M. Haslegrave, & P. Smith (Eds.), Vision in vehicles II. Proceedings of the second international conference on vision in vehicles (pp. 317-324). Nottingham, UK, 14-17 September 1987: Elsevier.
41. D.D. Salvucci Modeling driver behavior in a cognitive architecture Human Factors 48 2006 362 380
42. Sanchez, D., Garcia, E., Saez, M., Benmimoun, M., Pütz, A., Ljung Aust, M., et al. (2012). euroFOT D6.3 - Final results: User acceptance and user-related aspects. In (Vol. http://www.eurofot-ip.eu/en/library/deliverables/).
43. Serafin, C. (1994). Driver eye fixation on rural roads: insight into safe driving behavior. In: Ann Arbor, Michigan: The University of Michigan, Transport research Institute (UMTRI).
44. M. Sivak The information that drivers use: Is it indeed 90 percent visual? The UMTRI Research Review 29 1998 1
45. D. Smith, J. Chang, R. Glassco, J. Foley, and D. Cohen Methodology for capturing driver eye glance behavior during in-vehicle secondary tasks Transportation Research Record: Journal of the Transportation Research Board 1937 2005 61 65
46. Stutts, J. C., Reinfurt, D. W., Staplin, L., & Rodgman, E. A. (2001). The role of driver distraction in traffic crashes. In: AAA Foundation for Traffic Safety. Retrieved Feb 2, 2012, from http://www.aaafoundation.org/pdf/distraction.pdf.
47. H. Summala, T. Nieminen, and M. Punto Maintaining lane position with peripheral vision during in-vehicle tasks Human Factors 38 1996 442 451
48. H. Summala, and M. Räsänen Top-down and bottom-up processes in driver behavior at roundabouts and crossroads Transportation Human Factors 2 2000 29 37
49. Swedish Official Statistics. (2013). Vägtrafikskador 2012, road traffic injuries 2012, Statistik 2013:9.
50. Tijerina, L., Barickman, F. S., & Mazzae, E. N. (2004). Driver eye glance behavior during car following. In: DOT HS 809 723.
51. Tsimhoni, O., & Green, P. (1999). Visual demand of driving curves as determined by visual occlusion. In: Vision in vehicles 8. Boston, MA.
52. Tsimhoni, O., & Green, P. (2001). Visual demand of driving and the execution of display-intensive in-vehicle tasks. In: Proceedings of the human factors and ergonomics society. Annual Meeting, 2, 1586.
53. Victor, T. (2010). The Victor and Larsson (2010) distraction detection algorithm and warning strategy, Volvo Technology.
54. T.W. Victor, J.L. Harbluk, and J.A. Engström Sensitivity of eye-movement measures to in-vehicle task difficulty Transportation Research Part F: Traffic Psychology and Behaviour 8 2005 167 190
55. Wang, J. S., Knipling, R. R., & Goodman, M. J. (1996). The role of driver inattention in crashes; New statistics from the 1995 Crashworthiness Data System. In: Association for the advancement of automotive medicine - 40th annual proceedings (pp. 377-392).
56. W.W. Wierwille An initial model of visual sampling of in-car displays and controls A.G. Gale, I.D. Brown, C.M. Haslegrave, H.W. Kruysse, S.P. Taylor, Vision in vehicles 4 1993 North-Holland Amsterdam 271 282
57. W.W. Wierwille Visual and manual demands of in-car controls and displays B. Peacock, W. Karwowsk, Automotive ergonomics 1993 Taylor and Francis London 299 320
58. W.W. Wierwille, and L. Tijerina Modelling the relationship between driver in-vehicle visual demands and accident occurrence Vision in Vehicles 6 1998 233 243
59. A.-S. Wikman, T. Nieminen, and H. Summala Driving experience and time-sharing during in-car tasks on roads of different width Ergonomics 41 1998 358 372
60. H. Zhang, M.R.H. Smith, and G.J. Witt Identification of real-time diagnostic measures of visual distraction with an automatic eye-tracking system Human Factors: The Journal of the Human Factors and Ergonomics Society 48 2006 805 821
61. Zwahlen, H. T., Adams, C. C., & De Bald, D. P. (1988). Safety aspects of CRT touch panel controls in automobiles. In: A. G. Gale, M. H. Freeman, C. M. Haslegrave, P. Smith, & S. P. Taylor (Eds.), Vision in vehicles II. Second international conference on vision in vehicles, Nothingham, England (pp. 335-344). Amsterdam, North-Holland: Elsevier Science.