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Results of Cross Country analysis
               on Navigation use
           and Mobile Phone use

           Nicole van Nes, Michiel Christoph, Allert Knapper
                                                      SWOV



21-11-12
Description of the sample

                                                            Hours             Km
                           #Drivers	
   #valid trips	
      Driven	
      Driven	
  
     Finland	
                    15	
           1611	
        750	
      33031	
  
     France	
                     16	
          1495	
         698	
      34751	
  
     Spain/Portugal	
             13	
            334	
        210	
        6961	
  
     The Netherlands	
            21	
          1319	
         573	
      26388	
  
     United Kingdom	
             15	
            392	
        320	
      16731	
  
     Total	
                      80	
          5151	
        2550	
     117862	
  



21-11-12                                                                               2
Interaction with Navigation System




                               3
video
21-11-12           4
Frequency of manual interactions
           7


           6


           5


           4


           3


           2


           1


           0
               Finland   France   Spain/Portugal       the        United   Total
                                                   Netherlands   Kingdom


     Number of driver’s interactions with NS by hours driven with NS


21-11-12                                                                           5
Frequency of manual interactions
                            by speed
     100%

      90%

      80%

      70%

      60%
                                                                                >10
      50%
                                                                                <=10km/h
      40%
                                                                                Stopped
      30%

      20%

      10%

       0%
            Finland   France   Spain/Portugal       the        United   Total
                                                Netherlands   Kingdom


     Number of driver’s interactions with NS by hours driven with NS
    according to the speed of the car
21-11-12                                                                                   6
Frequency of manual interactions
                            by speed
      25




      20




      15                                                                                               Stopped
                                                                                                       <=10km/h
      10                                                                                               >10km/h


       5




       0
           Finland (n=11) France (n=16) Spain/Portugal the Netherlands United Kingdom   Total (n=76)
                                           (n=13)           (n=21)          (n=15)
      Number of driver’s interactions with NS by hours driven with NS
     according to the speed of the car
21-11-12                                                                                                          7
Frequency of destination entries
                                  by speed
      3



     2,5



      2


                                                                                                       Stopped
     1,5
                                                                                                       <=10km/h
                                                                                                       >10km/h
      1



     0,5



      0
           Finland (n=11) France (n=16) Spain/Portugal the Netherlands United Kingdom   Total (n=76)
                                           (n=13)           (n=21)          (n=15)


    Number of destination entrances with NS by hours driven with
    NS according to the speed of the car
21-11-12                                                                                                          8
Conclusions

•  Drivers interacted with their navigation
   about 4 to 5 times per hour
•  About half of the manual interactions
   took place while driving
•  When the car was stopped there were
   relatively more interactions (11/hour)
   than when driving (2 to 7/hour)


21-11-12                                      9
Interaction with Mobile Phone




21-11-12                              10
video
22-11-12           11
video
22-11-12           12
Frequency of manual interactions

           12



           10



            8



            6



           4



            2



            0
                Finland   France   Spain/Portugal the Netherlands United Kingdom   Total


           Number of driver’s interactions with mobile phone

21-11-12                                                                                   13
Frequency of manual interactions
                            by speed
           100%

           90%

           80%

           70%

           60%
                                                                                10km/h
           50%
                                                                                <=10k/h
           40%
                                                                                Stopped
           30%

           20%

           10%

            0%
                  Finland   France    Spain/        the        United   Total
                                     Portugal   Netherlands   Kingdom

           Number of driver’s interactions with mobile phone by hours
           driven according to the speed of the car
21-11-12                                                                                  14
Frequency of manual interactions
                            by speed
           35


           30


           25


           20
                                                                                                             Stopped
                                                                                                             <=10km/h
           15
                                                                                                             >10km/h

           10


            5


            0
                Finland (n=5)   France (n=16) Spain/Portugal the Netherlands United Kingdom   Total (n=70)
                                                 (n=13)           (n=21)          (n=15)

            Number of driver’s interactions with mobile phone by hours
            driven according to the speed of the car
21-11-12                                                                                                                15
Conclusions

•  Drivers interacted with their mobile
   phone nearly 6 times per hour
•  More than 70% of the manual
   interactions took place while driving
•  When the car was stopped there were
   relatively more interactions (11/hour)
   than when driving (3 to 8/hour)

21-11-12                                    16
Conclusions

•  Interaction with mobile phone were
   slightly more than with navigation system




22-11-12                                   17
Some additional Dutch results

                           •  Duration

                           •  Subtasks



22-11-12                                 18
video
22-11-12           19
Results on manual interactions
Average duration of interaction with
•  mobile phone: 31.0 seconds, SD=15.5
•  navigation device: 20.9 seconds, SD=9.6

Duration of interaction with mobile phone was significantly
longer than with the navigation device
                                                                                              NS	
  interac5ons	
             MP	
  interac5ons	
  

                                   80	
  
Average	
  dura*on	
  of	
  	
  




                                   60	
  
   interac*ons	
  




                                   40	
  

                                   20	
  

                                     0	
  
                                             1	
     2	
     3	
     4	
     5	
     6	
     7	
     8	
     9	
     10	
      11	
     12	
     13	
     14	
     15	
     16	
     17	
     18	
     19	
     20	
     21	
  
                                                                                                                       Par*cipant	
  


The average duration of manual interactions.
                                                                                                                                                                                                                                  20
Results on manual interactions
                                                                                              NS	
  interac5ons	
             MP	
  interac5ons	
  

                                   15	
  
interac*ons	
  per	
  hour	
  
 Average	
  number	
  of	
  




                                   10	
  

                                     5	
  

                                     0	
  
                                             1	
     2	
     3	
     4	
     5	
     6	
     7	
     8	
     9	
     10	
      11	
     12	
     13	
     14	
     15	
     16	
     17	
     18	
     19	
     20	
     21	
  
                                                                                                                       Par*cipant	
  


Average number of manual interactions per hour.
                                                                                              NS	
  interac5ons	
             MP	
  interac5ons	
  

                                   80	
  
Average	
  dura*on	
  of	
  	
  




                                   60	
  
   interac*ons	
  




                                   40	
  

                                   20	
  

                                     0	
  
                                             1	
     2	
     3	
     4	
     5	
     6	
     7	
     8	
     9	
     10	
      11	
     12	
     13	
     14	
     15	
     16	
     17	
     18	
     19	
     20	
     21	
  
                                                                                                                       Par*cipant	
  


The average duration of manual interactions.
                                                                                                                                                                                                                         21
Duration of manual interactions

                                                   MP interactions      NS interactions

                            70%

                            60%                  •  48% of interactions with the mobile
                                                    phone > 15 seconds
 Fraction of interactions




                            50%
                                                 •  40% of interactions with the navigation
                            40%
                                                    device > 15 seconds
                            30%

                            20%

                            10%

                            0%
                                  0-15   15-30        30-45           45-60             60-75   75-90   >90
                                                              Duration of interaction



Fraction (%) of manual interactions for different durations.


                                                                                                          22
Analysis of subtasks




                       23
Results on sub tasks
                                                                                                                                                      Destination entries: 45%
                                                                   100%	
                                      1%	
  
                                                                                                                                                      Other tasks: 42%



                    Average	
  frac*on	
  of	
  the	
  total	
  
                                                                                             12%	
                                          17%	
  
                                                                    80%	
                                                                   11%	
  
                                                                    60%	
  


                                dura*on	
  
                                                                                                                                                                 Holding	
  
                                                                    40%	
                    87%	
  
                                                                                                                                            72%	
                Grabbing	
  
                                                                    20%	
  
                                                                                                                                                                 Opera5ng	
  
                                                                      0%	
  
                                                                                                 NS	
  	
                                   MP	
  
                                                                                                                   Device	
  


 Average fraction of manual interaction subtasks

                                                                                                                                                                   MP	
        NS	
  
                                  60	
  
Average	
  dura*on	
  (sec)	
  




                                                                                                                           Destination entries: 26.6 seconds (SD = 13.2)
                                                                                                                           Other tasks: 15.3 seconds (SD = 10.0)
                                  40	
  


                                  20	
  

                                                                           33,6	
     20,7	
                            21,2	
   19,6	
               8,8	
     12,0	
  
                                         0	
  
                                                                               Holding	
                                 Opera5ng	
                     Grabbing	
  
                                                                                                              Interac*on	
  with	
  device	
  


Mean duration (seconds) of manual interaction subtasks
                                                                                                                                                                                        24
Duration of operating events

Average fraction of all device operating events for different durations.

                                                            MP operating    NS operating

                                       70%
       Average fraction of operating




                                       60%
                                       50%
                                       40%
                                       30%
                                       20%
                                       10%
                                        0%
                                             0-15   15-30    30-45         45-60           60-75   75-90   >90
                                                                Duration of operating (sec)




•    36% of all mobile phone and navigation device operating events took
     longer than 15 seconds


                                                                                                                 25
Duration of operating event
                                   in relation to initiation speed
                                                                                                MP operating   NS operating
                            MP operating   NS operating
                                                                                    45
                       45
                                                                                    40
                       40

                       35                                                           35




                                                             Average duration (s)
Average duration (s)




                       30                                                           30

                       25                                                           25

                       20                                                           20

                       15                                                           15

                       10                                                           10

                        5                                                            5

                        0                                                            0
                             Stopped               Driving                               0-30          30-60       60-90      >90




                       No significant effects of the speed at which the task was started on the
                       duration of the operating tasks for the navigation system were found.
     22-11-12                                                                                                                       26
Preliminary results on Glance behaviour



100%                      2,53%                    100%
                          1,78%                                 6,40%
90%                                                90%                   3,46%
80%                                                80%
70%                                                70%
60%             72,94%             Other_outside   60%          56,66%           Other_outside

50%                                Other_inside    50%                           Other_inside

40%                                Nav_system      40%                           Mobile_phone
30%                                Forward_road    30%                           Forward_road
20%                                                20%
                                                                33,48%
10%             22,74%                             10%
 0%                                                 0%
                 Totaal                                         Totaal

       Glance distribution while                    Glance distribution while
       operating the navigation                     operating the mobile phone
       system



                                                                                                27
Conclusions
Duration
•  A substantial amount of driving time was spent on
   interacting with the mobile phone and the
   navigation device
•  Participants made relatively more operations at
   lower speeds - However, duration of operations
   are similar for different driving speeds

Subtasks
•  Most of the time interacting with the devices was
   spent on the visual-manual subtask operating
•  Participants allow themselves on average 20 s to
   perform a visual manual task
                                                 28
Thanks for your attention!


21-11-12                          29

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(7) INTERACTION Final event - Navigation system & Phone Context

  • 1. Results of Cross Country analysis on Navigation use and Mobile Phone use Nicole van Nes, Michiel Christoph, Allert Knapper SWOV 21-11-12
  • 2. Description of the sample Hours Km #Drivers   #valid trips   Driven   Driven   Finland   15   1611   750   33031   France   16   1495   698   34751   Spain/Portugal   13   334   210   6961   The Netherlands   21   1319   573   26388   United Kingdom   15   392   320   16731   Total   80   5151   2550   117862   21-11-12 2
  • 5. Frequency of manual interactions 7 6 5 4 3 2 1 0 Finland France Spain/Portugal the United Total Netherlands Kingdom Number of driver’s interactions with NS by hours driven with NS 21-11-12 5
  • 6. Frequency of manual interactions by speed 100% 90% 80% 70% 60% >10 50% <=10km/h 40% Stopped 30% 20% 10% 0% Finland France Spain/Portugal the United Total Netherlands Kingdom Number of driver’s interactions with NS by hours driven with NS according to the speed of the car 21-11-12 6
  • 7. Frequency of manual interactions by speed 25 20 15 Stopped <=10km/h 10 >10km/h 5 0 Finland (n=11) France (n=16) Spain/Portugal the Netherlands United Kingdom Total (n=76) (n=13) (n=21) (n=15) Number of driver’s interactions with NS by hours driven with NS according to the speed of the car 21-11-12 7
  • 8. Frequency of destination entries by speed 3 2,5 2 Stopped 1,5 <=10km/h >10km/h 1 0,5 0 Finland (n=11) France (n=16) Spain/Portugal the Netherlands United Kingdom Total (n=76) (n=13) (n=21) (n=15) Number of destination entrances with NS by hours driven with NS according to the speed of the car 21-11-12 8
  • 9. Conclusions •  Drivers interacted with their navigation about 4 to 5 times per hour •  About half of the manual interactions took place while driving •  When the car was stopped there were relatively more interactions (11/hour) than when driving (2 to 7/hour) 21-11-12 9
  • 10. Interaction with Mobile Phone 21-11-12 10
  • 13. Frequency of manual interactions 12 10 8 6 4 2 0 Finland France Spain/Portugal the Netherlands United Kingdom Total Number of driver’s interactions with mobile phone 21-11-12 13
  • 14. Frequency of manual interactions by speed 100% 90% 80% 70% 60% 10km/h 50% <=10k/h 40% Stopped 30% 20% 10% 0% Finland France Spain/ the United Total Portugal Netherlands Kingdom Number of driver’s interactions with mobile phone by hours driven according to the speed of the car 21-11-12 14
  • 15. Frequency of manual interactions by speed 35 30 25 20 Stopped <=10km/h 15 >10km/h 10 5 0 Finland (n=5) France (n=16) Spain/Portugal the Netherlands United Kingdom Total (n=70) (n=13) (n=21) (n=15) Number of driver’s interactions with mobile phone by hours driven according to the speed of the car 21-11-12 15
  • 16. Conclusions •  Drivers interacted with their mobile phone nearly 6 times per hour •  More than 70% of the manual interactions took place while driving •  When the car was stopped there were relatively more interactions (11/hour) than when driving (3 to 8/hour) 21-11-12 16
  • 17. Conclusions •  Interaction with mobile phone were slightly more than with navigation system 22-11-12 17
  • 18. Some additional Dutch results •  Duration •  Subtasks 22-11-12 18
  • 20. Results on manual interactions Average duration of interaction with •  mobile phone: 31.0 seconds, SD=15.5 •  navigation device: 20.9 seconds, SD=9.6 Duration of interaction with mobile phone was significantly longer than with the navigation device NS  interac5ons   MP  interac5ons   80   Average  dura*on  of     60   interac*ons   40   20   0   1   2   3   4   5   6   7   8   9   10   11   12   13   14   15   16   17   18   19   20   21   Par*cipant   The average duration of manual interactions. 20
  • 21. Results on manual interactions NS  interac5ons   MP  interac5ons   15   interac*ons  per  hour   Average  number  of   10   5   0   1   2   3   4   5   6   7   8   9   10   11   12   13   14   15   16   17   18   19   20   21   Par*cipant   Average number of manual interactions per hour. NS  interac5ons   MP  interac5ons   80   Average  dura*on  of     60   interac*ons   40   20   0   1   2   3   4   5   6   7   8   9   10   11   12   13   14   15   16   17   18   19   20   21   Par*cipant   The average duration of manual interactions. 21
  • 22. Duration of manual interactions MP interactions NS interactions 70% 60% •  48% of interactions with the mobile phone > 15 seconds Fraction of interactions 50% •  40% of interactions with the navigation 40% device > 15 seconds 30% 20% 10% 0% 0-15 15-30 30-45 45-60 60-75 75-90 >90 Duration of interaction Fraction (%) of manual interactions for different durations. 22
  • 24. Results on sub tasks Destination entries: 45% 100%   1%   Other tasks: 42% Average  frac*on  of  the  total   12%   17%   80%   11%   60%   dura*on   Holding   40%   87%   72%   Grabbing   20%   Opera5ng   0%   NS     MP   Device   Average fraction of manual interaction subtasks MP   NS   60   Average  dura*on  (sec)   Destination entries: 26.6 seconds (SD = 13.2) Other tasks: 15.3 seconds (SD = 10.0) 40   20   33,6   20,7   21,2   19,6   8,8   12,0   0   Holding   Opera5ng   Grabbing   Interac*on  with  device   Mean duration (seconds) of manual interaction subtasks 24
  • 25. Duration of operating events Average fraction of all device operating events for different durations. MP operating NS operating 70% Average fraction of operating 60% 50% 40% 30% 20% 10% 0% 0-15 15-30 30-45 45-60 60-75 75-90 >90 Duration of operating (sec) •  36% of all mobile phone and navigation device operating events took longer than 15 seconds 25
  • 26. Duration of operating event in relation to initiation speed MP operating NS operating MP operating NS operating 45 45 40 40 35 35 Average duration (s) Average duration (s) 30 30 25 25 20 20 15 15 10 10 5 5 0 0 Stopped Driving 0-30 30-60 60-90 >90 No significant effects of the speed at which the task was started on the duration of the operating tasks for the navigation system were found. 22-11-12 26
  • 27. Preliminary results on Glance behaviour 100% 2,53% 100% 1,78% 6,40% 90% 90% 3,46% 80% 80% 70% 70% 60% 72,94% Other_outside 60% 56,66% Other_outside 50% Other_inside 50% Other_inside 40% Nav_system 40% Mobile_phone 30% Forward_road 30% Forward_road 20% 20% 33,48% 10% 22,74% 10% 0% 0% Totaal Totaal Glance distribution while Glance distribution while operating the navigation operating the mobile phone system 27
  • 28. Conclusions Duration •  A substantial amount of driving time was spent on interacting with the mobile phone and the navigation device •  Participants made relatively more operations at lower speeds - However, duration of operations are similar for different driving speeds Subtasks •  Most of the time interacting with the devices was spent on the visual-manual subtask operating •  Participants allow themselves on average 20 s to perform a visual manual task 28
  • 29. Thanks for your attention! 21-11-12 29