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Supporting
Bodily Communication
in Video Consultations
of Physiotherapy
Deepti Aggarwal
Wednesday, 16 August 17
Video Consultations of Physiotherapy
van Dyk 2014; Yellowlees 2005
Wednesday, 16 August 17
Bodily Communication in Physiotherapy
Argyle 2013; Heath 1986, 2002
Wednesday, 16 August 17
Existing Literature
Physiotherapy
Video
Consultation
Bodily
Communication
Wednesday, 16 August 17
Prior works on Video Consultations
Focus on validation & viability for
different clinical domains.
Physiotherapy
Video
Consultation
Bodily
Communication
Ekeland et al., 2010 ; van Dyk, 2014
Only audio-visual medium is
explored.
Wednesday, 16 August 17
Prior works on Physiotherapy
Physiotherapy
Video
Consultation
Bodily
Communication
Technologies are mainly
designed for autonomous
home rehabilitation.
Focus is on patientsโ€™
motivation.
Lam et al., 2016; Oโ€™Hara et al., 2016; Tang et al., 2015
Wednesday, 16 August 17
Prior works on Bodily Communication
Physiotherapy
Video
Consultation
Bodily
Communication
Limitation of video mediated bodily
communication is known.
Bodily communication is primal
in face-to-face consultation.
Olson & Olson, 2013; Heath 1986, 2002
Wednesday, 16 August 17
Research Gap
Physiotherapy
Video
Consultation
Bodily
Communication
Wednesday, 16 August 17
Main Research Question
How can interactive technologies
support physiotherapists in
understanding bodily information
during video consultations?
Wednesday, 16 August 17
Research Phases
#1 Observations
#2 Prototyping
#3 Laboratory Evaluation
#4 Field Deployments
Wednesday, 16 August 17
Research Phases
#2 Prototyping
#3 Laboratory Evaluation
#4 Field Deployments
#1 Observations
Wednesday, 16 August 17
Study 1 - Research Question
How do physiotherapists
interpret bodily information in
current practices of video
consultations?
Wednesday, 16 August 17
#1 Observations
Face-to-Face (3) Video (7)
2 physiotherapists & 5 patients with chronic pain
Prescribed exercises: tip-toes, squats
Wednesday, 16 August 17
Face-to-Face Video
1. Opening
2. History taking
3. Examination
4. Diagnosis
5. Treatment
6. Closing
Byrne & Long 1976
Wednesday, 16 August 17
Lower Body
Movements
Wednesday, 16 August 17
#1 Limited Visual Acuity of Video Technology
Weight Distribution Range of Movement
Wednesday, 16 August 17
#2 Alignment with upper torso
Wednesday, 16 August 17
Focusing Camera Removes the Context
Wednesday, 16 August 17
Reduced confidence in
assessment
Less effective treatment
Wednesday, 16 August 17
ACM DIS 2016 (full paper)
Wednesday, 16 August 17
Research Phases
#1 Observations
#3 Laboratory Evaluation
#4 Field Deployments
#2 Prototyping
Wednesday, 16 August 17
Study 2 - Research Question
How can we collect and visualize
lower body movements to support
physiotherapists in assessing
patients during video consultations?
Wednesday, 16 August 17
Key aspects of lower body movements
Weight
Distribution
Range of
Movements
Foot
Orientation
Wednesday, 16 August 17
How to capture?
Wednesday, 16 August 17
SoPhy
SOcks for PHYsiotherapy
Socks with sensors Web interface
Wednesday, 16 August 17
SoPhy socks
IMU
Pressure
Sensors
Bluetooth
Shield
Arduino
Pro Mini
Wednesday, 16 August 17
SoPhy web-interface
Wednesday, 16 August 17
Wednesday, 16 August 17
Wednesday, 16 August 17
Research Phases
#1 Observations
#2 Prototyping
#4 Field Deployments
#3 Laboratory Evaluation
Wednesday, 16 August 17
Study 3 - Research Question
What is the diagnostic efficacy
of SoPhy for assessing lower
limb movements in video
consultations?
Wednesday, 16 August 17
Study Setup
Clinicianโ€™s room
10 physiotherapists & 1 actor (patient)
Patientโ€™s room
Wednesday, 16 August 17
Study Design (2x2)
Extreme pain Low pain
Factors: Consultation Technology & Pain Levels
Wednesday, 16 August 17
Study Design (2X2)
Independent
Variables
Consultation Technology - with
SoPhy & without SoPhy
Pain Levels - extreme and low
Dependent
Variables
Weight Distribution, Range of
Movement, Foot Orientation,
Confidence, #Repetitions
Data
Collection
Interviews, Questionnaire, Video
Recording
Wednesday, 16 August 17
Tasks for
Participants
Assess the patientโ€™s exercises
Organize 4 video sessions
Report confidence in a
questionnaire
Wednesday, 16 August 17
Tasks for Actor
Dorsiflexion &
Plantarflexion
1-leg tip-toes &
2-leg tip-toes
Squats
Wednesday, 16 August 17
Key Findings
Fewer repetitions of exercises
were required for assessment
Increased the confidence in
assessment
Insights on weight distribution
was found invaluable
Wednesday, 16 August 17
ACM CHI 2017 (full paper)
Wednesday, 16 August 17
Revised SoPhy Design
Wednesday, 16 August 17
Revised SoPhy Interface
Wednesday, 16 August 17
Research Phases
#1 Observations
#2 Prototyping
#3 Laboratory Evaluation
#4 Field Deployments
Wednesday, 16 August 17
Study 4 - Research Question
How does SoPhy support
physiotherapists in assessing
and treating patients with lower
limb issues during naturally
occurring video consultations?
Wednesday, 16 August 17
Study Design
1 physiotherapist, 3 patients with lower limb issues
Simulated video sessions at Royal Childrenโ€™s Hospital
Hospital Room #1 Hospital Room #2
Wednesday, 16 August 17
Study Design
Face-to-Face
(60 mins)
Video
Consultation
(45 - 50 mins)
Face-to-Face
follow up
(15 - 10 mins)
First session Second session
Observations: 4 face-to-face and 2 video consultations
Interviews: 10
Wednesday, 16 August 17
SoPhy as an Assessment Tool
Wednesday, 16 August 17
SoPhy as a Therapeutic Tool
Wednesday, 16 August 17
Without SoPhy With SoPhy
(Study 4)(Study 1)
#5. Treatment
#1. Opening
#2. History Taking
#3 & 4. Examination & Diagnosis
#6. Closing
Wednesday, 16 August 17
Without SoPhy
Limited incidental cues Increased incidental cues
With SoPhy
(Study 4)(Study 1)
#1. Opening
Limited small talk Opportunities for small talk
Wednesday, 16 August 17
Without SoPhy
Reliance on verbal
explanation
Visualisation aided the
verbal explanation
With SoPhy
(Study 4)(Study 1)
#2. History Taking
Difficulty in observing
subtle differences in
movements
Subtle differences in
movements were
distinguishable
Wednesday, 16 August 17
Without SoPhy
Lack of clarity in patientโ€™s
condition
Better understanding of
patientโ€™s condition
With SoPhy
(Study 4)(Study 1)
#3 & 4. Examination & Diagnosis
Cheating or tricking was
difficult to detect
Contradictory behaviors
were easy to notice
Wednesday, 16 August 17
Without SoPhy
Hesitation in changing
the treatment
Confidence in changing the
treatment
With SoPhy
(Study 4)(Study 1)
#5. Treatment
Wednesday, 16 August 17
Without SoPhy
Limited small talk Opportunities for small talk
With SoPhy
(Study 4)(Study 1)
#6. Closing
Wednesday, 16 August 17
Key Findings
Guided more specific treatment
Increased the confidence in
assessment
Made the therapy goals intuitive
for patients
Wednesday, 16 August 17
Thesis Contributions
To theory -
First conceptual
understanding of
bodily communication
in physiotherapy
To clinical practice -
First exploration on
how to enhance
diagnostic ability of
clinicians over video
To methodology -
The study design of
Study 3 & 4 could
guide future
interventions
To HCI practice -
Practical insights on
the design of wearable
system around bodily
communication
Wednesday, 16 August 17
Dissertation Status
Time Tasks
July - Aug.
2017
Literature Review (Ch 2)
Discussion (Ch 8)
Methodology (Ch 3)
Sept. 2017
Revision of complete thesis
Thesis Submission
Wednesday, 16 August 17
Some memorable moments
Wednesday, 16 August 17
OzCHI 2015
OzCHI 2015
CHI 2017
Wednesday, 16 August 17
Foundation of โ€˜Socialโ€™NUI, 2015
Wednesday, 16 August 17
Past CHI Chair :D
Wednesday, 16 August 17
Space for the
convocation
photograph :)
A long awaited
award!
Wednesday, 16 August 17
Thank you!
Wednesday, 16 August 17

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Supporting Bodily Communication in Video Consultations of Physiotherapy