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Sensors,
data visualisation
and habit
Simon Wegerif
Founder, HRV Fit ltd.
@myithlete / @SimonWegerif
Christopher Bush
Head of UX, Sigma
@wearesigma / @suthen
• What is HRV?
• Who cares about HRV (and why)?
• Our approach to UX and what we’ve learnt
• An overview of the app and its continued development
• Where next?
Agenda
What is HRV
Analysis?
What is HRV analysis?
• HRV is a medical measurement
• known about for a long time
• Sensor attached to body
• Originally performed using ECG
• Some models of HRM strap
• Pulse at finger tip
• Traditionally expensive & complex to perform
Cardiac rehab
Recovery after surgery
Auto immune conditions
Diabetics
Patients
Astronauts
Space Jumpers
F1 drivers
Endurance
Professionals
Who cares about HRV
Balancing training & recovery
Maximise performance
Keep healthy
Athletes
& sportspeople
Human factors
teams
Monitoring user
biometrics and behaviour
across different situations
Objective measure of overall health
Fast response to lifestyle changes (+ve and -ve)
Right timing & frequency of exercise
All of us really
Who cares about HRV
The timing of training is important
• Deliberately & repeatedly stress the body
• Force adaptation through super compensation
• Get stronger, faster, more efficient
• The magic happens during recovery
• Training = Workouts + Recovery
• If the balance between Workouts & Recovery is wrong, either:
• Under-train – improvement is slow or does not occur at all
• Over-train – improvement also does not occur !
• Overtraining = Under recovery
Introduction to:
ithlete
HRV
Our approach to UX
and what we’ve learnt
Improving the UX on a budget
Experienced
athletes,
researchers
& coaches
Casual
users
Magazine
reviews
Heuristic
review
App store
feedback
& forum
Where we’ve collected data
Improving the UX on a budget
Idea
generation &
paper
prototyping
Wider
consultation
& review
Feature
backlog
Design &
Development
Feasibility
study
What we did with it.
What we learnt:
ithlete
HRV
UI was very
technical
Learning
curve was
steep
Use of the
app was
habitual
It takes a
while to
build trust
in the data.
The first
HRV scan
of the day
is
important
How do we grow?
Crossing the Chasm (Moore G, 1991, r.2014)
The user adoption chasm
User experience isn’t just UI
The original sensor configuration
User experience isn’t just UI
The new sensor configuration
Why not
wireless?
The solution:
ithlete
HRV
What we
improved
The solution:
ithlete
HRV
Removed
clutter from
reading screen
Introduced
breathing disc
The solution:
ithlete
HRV
Introduced
the collection
of subjective
measures and
comments
The solution:
ithlete
HRV
Introduced
a
dashboard
for
personal
analysis
The solution:
ithlete
HRV
Establish value
by letting
users correlate
their HRV with
subjective
indicators
Ithlete HRV:
Demo
What we learnt:
ithlete
HRV
The UI & flow
improved
users
perception of
the app
Apps are
great for
input &
‘I need it
now’
information
Opportunity
to refine &
improve
subjective
scale
Planning
activities
tended to
happen off
device
Extending the
experience:
ithlete pro
User feedback
Keeps user
data safe
&
portable
User
desire to
interact
with their
data
And..
User feedback Training
support and
guidance
Improved user
insight
through
complementar
y visualisation
Where next?
Where next?
Challenges
• How do we engage with mainstream consumers?
• User expectations are becoming more reliant on mobile devices
• Which features should be free or chargeable (subscriptions)?
• Users expect seamless integration between mobile app and
services
• Improving (anonymised) big data to provide more personal
guidance
• Whether or not to integrate with other health services
• Be a specialist tool
• Share data into other health hubs
Thank you
Any questions

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Sensors, data visualisation and habit: Improving the UX of the ithlete HRV

Notas do Editor

  1. Old UI was very technical Users has to learn what the data meant and how to apply that to their training schedule Users need to feel at ease quickly Their first HRV scan is very important Understanding and utilising tiny habits