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Physiological User Research
On the Usability of Psychophysiological User Research for the Games Industry
                         3rd Annual Games User Research Summit of the IGDA GUR SIG




                                                      Lennart Nacke
                                                         @acagamic
10 ideas to make physiological



user research meaningful for you
Why should you listen
       to me?
You wrote a
book about it,
     eh?




         CC by Jason Pratt (Flickr)
Quantitative measures of
                                   gameplay experience
                                   •    Physiological responses
                                   •    Behaviour metrics
                                   •    Questionnaires
                                   •    Logging




Download from http://phd.acagamic.com
3 -2-1… Let’s Go!
Physiological Sensors
Quick Hitlist
1. GSR
         2.00
         1.50
         1.00
         0.50
         0.00




2. EMG
3. Cardio (EKG,HR,BVP)
4. EEG
5. Other brain imaging
10 ideas to make physiological



user research meaningful for you*


                            * Thank you, Steve!
Continuous Recording
    • Not interrupting play
    • Don’t break experience
    • No memory bias
    • Wearing sensors




1
We need a vocabulary
    Measured Activities
    • Motor
    • Skin
    • Brain

2
One aspect at a time
    • Hypothesis-driven
    • Based on literature




3                    CC by Rob Boudon (Flickr)
Physiological success metric
    • Link between ideal
      experience and physiological
      responses
    • Financial success games
    • Critical success games



4                        Street Fighter IV (Capcom) Screenshot
Context Influence
    • Human body
    • Real world
    • Sensitivity
5          CC by The World According To Marty (Flickr)
Three activity components
    • External physical
    • Internal emotional
    • Internal cognitive
6                        CC by familymwr (Flickr)
Noise and confounds
    • Signal-to-noise ratio
    • Experimental protocol
    • Record with more sensors

7                      CC by Andrew Morrell Photography (Flickr)
Demographics
    • Skill level
    • Preferences
8             CC by ÐIÐËO (Flickr)
Experiment conditions
    • Systematic changes
    • Start with one variable

9
Record ALL the data
     • Better analysis through
       correlation with metrics
     • Used mixed methods to
       get subjective results in
       addition
10               Screenshot by Anders Drachen and Alessandro Canossa
Still with
                me?




Ok, a word
about UX!
                 CC by istolethetv (Flickr)
User
 eXperience
• Volatile/Feeling
• Knowledge/Learning



Kahneman’s
  memory of experiences
Peak-end rule
 End of event more
 important for encoding of
 experience

                             CC by Pink Sherbet Photography (Flickr)
Our 2 selves
“We choose between memories of experiences”
                                    (Kahneman)




• Experiencing

• Remembering

                              CC by Robert Snache - Spirithands.net (Flickr)
Takeaway
Emotional experiences are important in games for
financial and for critical success, but most important
for memorability.

Keep in mind the complexity of physiological
recording and analysis. This approach will only yield
meaningful results if it is used correctly and with
care. There is no quick fix.
ASK ME ANYTHING
                                       THANKS!
Lennart.Nacke@acm.org
@acagamic (Twitter)
facebook.com/hcigames




                        Images © Lennart Nacke unless different CC license noted on Slide

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On the Usability of Psychophysiological User Research for the Games Industry

  • 1. Physiological User Research On the Usability of Psychophysiological User Research for the Games Industry 3rd Annual Games User Research Summit of the IGDA GUR SIG Lennart Nacke @acagamic
  • 2. 10 ideas to make physiological user research meaningful for you
  • 3. Why should you listen to me?
  • 4. You wrote a book about it, eh? CC by Jason Pratt (Flickr)
  • 5. Quantitative measures of gameplay experience • Physiological responses • Behaviour metrics • Questionnaires • Logging Download from http://phd.acagamic.com
  • 8. Quick Hitlist 1. GSR 2.00 1.50 1.00 0.50 0.00 2. EMG 3. Cardio (EKG,HR,BVP) 4. EEG 5. Other brain imaging
  • 9. 10 ideas to make physiological user research meaningful for you* * Thank you, Steve!
  • 10. Continuous Recording • Not interrupting play • Don’t break experience • No memory bias • Wearing sensors 1
  • 11. We need a vocabulary Measured Activities • Motor • Skin • Brain 2
  • 12. One aspect at a time • Hypothesis-driven • Based on literature 3 CC by Rob Boudon (Flickr)
  • 13. Physiological success metric • Link between ideal experience and physiological responses • Financial success games • Critical success games 4 Street Fighter IV (Capcom) Screenshot
  • 14. Context Influence • Human body • Real world • Sensitivity 5 CC by The World According To Marty (Flickr)
  • 15. Three activity components • External physical • Internal emotional • Internal cognitive 6 CC by familymwr (Flickr)
  • 16. Noise and confounds • Signal-to-noise ratio • Experimental protocol • Record with more sensors 7 CC by Andrew Morrell Photography (Flickr)
  • 17. Demographics • Skill level • Preferences 8 CC by ÐIÐËO (Flickr)
  • 18. Experiment conditions • Systematic changes • Start with one variable 9
  • 19. Record ALL the data • Better analysis through correlation with metrics • Used mixed methods to get subjective results in addition 10 Screenshot by Anders Drachen and Alessandro Canossa
  • 20. Still with me? Ok, a word about UX! CC by istolethetv (Flickr)
  • 21. User eXperience • Volatile/Feeling • Knowledge/Learning Kahneman’s memory of experiences Peak-end rule End of event more important for encoding of experience CC by Pink Sherbet Photography (Flickr)
  • 22. Our 2 selves “We choose between memories of experiences” (Kahneman) • Experiencing • Remembering CC by Robert Snache - Spirithands.net (Flickr)
  • 23. Takeaway Emotional experiences are important in games for financial and for critical success, but most important for memorability. Keep in mind the complexity of physiological recording and analysis. This approach will only yield meaningful results if it is used correctly and with care. There is no quick fix.
  • 24. ASK ME ANYTHING THANKS! Lennart.Nacke@acm.org @acagamic (Twitter) facebook.com/hcigames Images © Lennart Nacke unless different CC license noted on Slide