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Reading subtitles across devices:
A study into the differences in reading patterns of people watching
subtitled videos on smartphone, tablet and computer screen
Agnieszka Szarkowska1, Monika Laskowska1, Andreu Oliver3, Olga Pilipczuk1
1 University of Warsaw
3 Universitat Autònoma de Barcelona
ICEAL
Warsaw, September 2015
About the study
 Reading across devices
– part of the HBBTV4ALL project
(Universitat Autònoma de Barcelona)
 Reading subtitles on three devices:
– Monitor (22-inch LCD, 1920x1200)
– iPad Air
– iPhone (4S)
http://www.hbb4all.eu/
Previous eyetracking studies on mobile devices
(Al-Showarah et al. 2014)
 Influence of age on use of mobile devices
– the elderly have difficulties with processing
information and browsing smartphone interfaces
across all screen sizes
 Influence of screen size of mobile devices
– the smaller the screen – the worse the performance,
irrespectively of age
Study design
 3x2 design
– 3 devices:
• iPhone
• iPad
• monitor
– 2 languages:
• English
• Norwegian
 Subtitle watching
experience
– Comprehension
– Reading patterns
– Preferences
Study material
 English film
– “Joining the dots”,
dir. Pablo Romero Fresco (2012)
– 3 x 3 min. video
 Norwegian film
– “Headhunters”,
dir. Morten Tyldum (2011)
– 3 x 3 min. videos
 Polish interlingual subtitles
displayed at 15 cps
Eyetracking
 SMI Red (250 Hz)
– Monitor
 Tobii X2 (30Hz)
– iPhone
– iPad
 Eyetracking measures
– Number of fixations
– Fixation duration
 Fixation threshold: 80 ms
Procedure
 Informed consent
 Videos in counterbalanced order
– Calibration before each clip
– 10 multiple choice comprehension
questions after each clip
• 5 on subtitle content (text only)
• 5 on visual aspects
 Demographic
and preference survey
 Total duration: ca. 45 minutes
Participants
 33 people aged 20-35
– Mean age: 24 (SD=3,4)
– 8 men, 25 women
 Declared proficiency on 1-10 scale
(1 – no knowledge, 10 – proficiency)
– English: 8.79 (SD=1.19)
– Norwegian: 1.36 (SD=0.55)
55%
6%
39%
How often do you watch foreign
films with subtitles?
always
sometimes
rarely
Participants’ background
12%
21%
67%
PhD
BA
MA
Education
Comprehension
results
Comprehension – textual
4,14
4,32 4,24
1
2
3
4
5
Subtitle comprehension
No.ofcorrectanswers
phone
tablet
monitor
two-way ANOVA
(variables: device & language)
device: p=0.4471
Comprehension – visual
3,55
3,74 3,74
0
1
2
3
4
5
Visual comprehension
No.ofcorrectanswers
phone
tablet
monitor
two-way ANOVA
(Variables: device & language)
Device: p=0.4917
Eyetracking results
Areas of interest
on each subtitle
Fixation count per device
No. of fixations
per subtitle
SD
iPhone 5.28 1.95
iPad 6.13 2.26
monitor 5.65 1.94
two-way ANOVA
(variables: device & language)
Device: p=.0647
Bonferroni correction
The only significant difference:
between iPhone and iPad (p=.0592)
Mean fixation duration per device
Fixation duration SD
iPhone 250 ms 43.14
iPad 183 ms 20.73
monitor 172 ms 44.59
two-way ANOVA
(Variables: device & language)
Device: p=.000
Bonferroni correction:
iPhone vs. iPad & iPhone vs. monitor (p=.000)
iPad and monitor (p=.1173)
Mean fixation duration
by device and language
177
188
250
167
178
240
0 50 100 150 200 250 300
monitor
iPad
iPhone
milliseconds
Norwegian
English
two-way ANOVA
(Variables: device & language)
Device: p=.0256
Preferences
How often do you watch subtitled videos
on these devices?
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
always
sometimes
rarely
never
monitor
tablet
phone
The comfort of watching subtitled videos
by device
0 20 40 60 80 100
1
2
3
4
5
Percentage of answers
1-verybad,5-verygood
monitor
tablet
phone
Conclusions
 iPhone – the worst device to watch subtitled videos
– Lowest comprehension results
– Longest mean fixation duration
– Fewest fixations – less reading
– Nobody’s preferred device
 Habits inform preferences – other participants?
 Longer mean fixation duration in English
than in Norwegian clips
– Parallel processing of visual and audio content
– Higher cognitive effort, but more rewarding
(higher comprehension scores in English)
 Testing across eyetrackers…
So what…?
HBBTV (hybrid broadcast broadband)
= digital broadcasting + Internet
+ mobile devices
Smartphones
– secondary devices only with subtitles?
Contact
a.szarkowska@uw.edu.pl
www.avt.ils.uw.edu.pl
www.facebook.com/AVTLab

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Reading subtitles across devices : A study into the differences in reading patterns of people watching subtitled videos on smartphone, tablet and computer screen

  • 1. Reading subtitles across devices: A study into the differences in reading patterns of people watching subtitled videos on smartphone, tablet and computer screen Agnieszka Szarkowska1, Monika Laskowska1, Andreu Oliver3, Olga Pilipczuk1 1 University of Warsaw 3 Universitat Autònoma de Barcelona ICEAL Warsaw, September 2015
  • 2. About the study  Reading across devices – part of the HBBTV4ALL project (Universitat Autònoma de Barcelona)  Reading subtitles on three devices: – Monitor (22-inch LCD, 1920x1200) – iPad Air – iPhone (4S) http://www.hbb4all.eu/
  • 3. Previous eyetracking studies on mobile devices (Al-Showarah et al. 2014)  Influence of age on use of mobile devices – the elderly have difficulties with processing information and browsing smartphone interfaces across all screen sizes  Influence of screen size of mobile devices – the smaller the screen – the worse the performance, irrespectively of age
  • 4. Study design  3x2 design – 3 devices: • iPhone • iPad • monitor – 2 languages: • English • Norwegian  Subtitle watching experience – Comprehension – Reading patterns – Preferences
  • 5. Study material  English film – “Joining the dots”, dir. Pablo Romero Fresco (2012) – 3 x 3 min. video  Norwegian film – “Headhunters”, dir. Morten Tyldum (2011) – 3 x 3 min. videos  Polish interlingual subtitles displayed at 15 cps
  • 6. Eyetracking  SMI Red (250 Hz) – Monitor  Tobii X2 (30Hz) – iPhone – iPad  Eyetracking measures – Number of fixations – Fixation duration  Fixation threshold: 80 ms
  • 7. Procedure  Informed consent  Videos in counterbalanced order – Calibration before each clip – 10 multiple choice comprehension questions after each clip • 5 on subtitle content (text only) • 5 on visual aspects  Demographic and preference survey  Total duration: ca. 45 minutes
  • 8. Participants  33 people aged 20-35 – Mean age: 24 (SD=3,4) – 8 men, 25 women  Declared proficiency on 1-10 scale (1 – no knowledge, 10 – proficiency) – English: 8.79 (SD=1.19) – Norwegian: 1.36 (SD=0.55)
  • 9. 55% 6% 39% How often do you watch foreign films with subtitles? always sometimes rarely Participants’ background 12% 21% 67% PhD BA MA Education
  • 11. Comprehension – textual 4,14 4,32 4,24 1 2 3 4 5 Subtitle comprehension No.ofcorrectanswers phone tablet monitor two-way ANOVA (variables: device & language) device: p=0.4471
  • 12. Comprehension – visual 3,55 3,74 3,74 0 1 2 3 4 5 Visual comprehension No.ofcorrectanswers phone tablet monitor two-way ANOVA (Variables: device & language) Device: p=0.4917
  • 14. Areas of interest on each subtitle
  • 15. Fixation count per device No. of fixations per subtitle SD iPhone 5.28 1.95 iPad 6.13 2.26 monitor 5.65 1.94 two-way ANOVA (variables: device & language) Device: p=.0647 Bonferroni correction The only significant difference: between iPhone and iPad (p=.0592)
  • 16. Mean fixation duration per device Fixation duration SD iPhone 250 ms 43.14 iPad 183 ms 20.73 monitor 172 ms 44.59 two-way ANOVA (Variables: device & language) Device: p=.000 Bonferroni correction: iPhone vs. iPad & iPhone vs. monitor (p=.000) iPad and monitor (p=.1173)
  • 17. Mean fixation duration by device and language 177 188 250 167 178 240 0 50 100 150 200 250 300 monitor iPad iPhone milliseconds Norwegian English two-way ANOVA (Variables: device & language) Device: p=.0256
  • 19. How often do you watch subtitled videos on these devices? 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% always sometimes rarely never monitor tablet phone
  • 20. The comfort of watching subtitled videos by device 0 20 40 60 80 100 1 2 3 4 5 Percentage of answers 1-verybad,5-verygood monitor tablet phone
  • 21. Conclusions  iPhone – the worst device to watch subtitled videos – Lowest comprehension results – Longest mean fixation duration – Fewest fixations – less reading – Nobody’s preferred device  Habits inform preferences – other participants?  Longer mean fixation duration in English than in Norwegian clips – Parallel processing of visual and audio content – Higher cognitive effort, but more rewarding (higher comprehension scores in English)  Testing across eyetrackers…
  • 22. So what…? HBBTV (hybrid broadcast broadband) = digital broadcasting + Internet + mobile devices Smartphones – secondary devices only with subtitles?