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Data-Driven
Intuition
— Temi Adeniyi
“ That’s bad design.”
— You (probably)
Intuition
The ability to understand something
instinctively, without the need for
conscious reasoning.
noun
SPOILER
Design opinions are
like assholes.
Everybody has one.
DO THIS — #1
Investigate that
hunch before
designing.
Qualitative feedback
Quantitative data
DO THIS — #2
Make it clear:
Create a
hypothesis
Person might statement of problem
because proposed explanation.
ANATOMY OF A DESIGN
HYPOTHESIS
A. Problem
B. Evidence
C. Solution & Outcome
D. Metrics
We believe this because our evidence found.
ANATOMY OF A DESIGN
HYPOTHESIS
B. Evidence
A. Problem
C. Solution & Outcome
D. Metrics
ANATOMY OF A DESIGN
HYPOTHESIS
Therefore, proposed solution might outcome of
this solution
C. Solution & Outcome
A. Problem
B. Evidence
D. Metrics
We’ll know this is true when X metric changes.
ANATOMY OF A DESIGN
HYPOTHESIS
D. Metrics
A. Problem
B. Evidence
C. Solution & Outcome
OMG, FINALLY.
Design all the
things!
SPOILER
Your initial solution is a
hunch too.
DO THIS — #3
Validate your
solutions early.
Test prototypes
Use A/B testing
WHAT WE MADE
Autoplay for audio
The hunch
— the problem
“Choosing another book to listen to when
I’m grocery shopping is annoying. I wonder if
Blinkist users find this hard, too?”
Readers might struggle to choose what to
read next when on the go.
A. Problem
B. Evidence
C. Solution & Outcome
D. Metrics
THE DESIGN HYPOTHESIS
We believe this because users avg. 1 book per
session & usability testing revealed users find it
hard to pick their next read.
B. Evidence
A. Problem
C. Solution & Outcome
D. Metrics
THE DESIGN HYPOTHESIS
Therefore, allowing users to listen to a stream of
books automatically might reduce friction &
help them read more.
C. Solution & Outcome
A. Problem
B. Evidence
D. Metrics
THE DESIGN HYPOTHESIS
We’ll know this is true when audio session
lengths increase.
D. Metrics
A. Problem
B. Evidence
C. Solution & Outcome
THE DESIGN HYPOTHESIS
46% increase
Avg. duration of audio
sessions
30% increase
Avg. monthly audio
sessions
OK COOL, BUT…
Why try this approach?
1.
Strengthen your
intuition.
2.
Documentation is great
— for you & everyone
3.
Design that
real people
care about.
— You (probably)
Thanks!
— @idwithheld

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Data Driven-Intuition