beyond words: use biometrics to measure emotion in user research
TRANSCRIPT
Beyond Words: Use Biometrics to Measure Emotion in User Research
Ariel Duncan, Andrew Schall, Robert Christopherson, Ping Du, Jeffrey Wong
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Eye Tracking is critical for any
emotional analysis. Eye tracking
can tell us:
Time & Location
• Where they looked
• When they looked
Engagement Level
• How long they looked
• How frequently they looked
TELLS YOU WHAT BUT NOT
WHY
Eye Tracking
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Brain Activity (EEG)
Electroencephalography is a
way to measure brain activity
with sensors on the head.
Brainwaves can be interpreted
to understand core emotions:
• Happiness/Sadness
• Excitement/Boredom
• Frustration/Relaxation
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The sensor measures small changes in
user’s skin conductance (GSR). These
sweat gland changes are directly
related to the Sympathetic Nervous
System activation, also known as the
fight or flight response.
Skin Conductivity (GSR or EDA)
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Facial expression recognition uses a simple
webcam and software to identify facial
expressions people display.
It can detect a wide range of emotions:
• Happiness
• Sadness
• Angry
• Frustration
• Confusion
Facial Analysis
Case Study on Airline Websites
Hardware Used: Laptop + Tobii
X2-30 Eye Tracker + Webcam
Software Used: iMotions
Website B Website N Website S
Group 1 Participants Group 2 Participants Group 3 Participants
Case Study on Airline Websites
Website B Website N Website S
Flight Search Box
Metric for comparison: Number of occurrences of frustration expressions
Do the flight search boxes of the three websites have any differences in terms of their usability?
Flight Search Box
Flight Search Box
Broader Applications
Design solution 1 Design solution 2
Feature A Feature A
Compare different design solutions for a particular function
Monitor eye movements and facial expressions in real time during usability tests to help researchers identify pain points of users
Frustration
Confusion
Time
Time
Broader Applications