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A/B TESTING
In data we trust!
Pedro Marques CI&T Digital Day
PEDRO MARQUES
UX Designer @ booking.com
@pmarquees
700k
Properties
135
Offices
207
Countries
42
Languages
74
Currencies
8.5k
Employees
8k
Servers
perl + html templates
Core
3º MAIOR
e-commerce do mundo
A/B Testing
WTF?
Emojiana
Emojiana Hippo
50%
50%
11%
2%
Born at Google
Early 00’s
Pharmaceutical
To test new drugs
But why A/B Test?
No Regression
But bear in mind:
A/B Test will
prove you wrong
Data never lies
Define your KPI’s
Correlation does NOT
imply causation
Conver$ion
User performs
a given action
Define your KPI's
What should I test?
Test all your hypothesis
Assumption is the
mother of all fuck ups
Framing Effect
A/B Testing
Kills creativity
Junior designers X
Sr. Designes
https://medium.com/the-year-of-the-looking-glass/junior-designers-vs-senior-designers-fbe483d3b51e
Would like fries with that?
http://blog.booking.com/hamburger-menu.html
No significant impact.
At all.
NICE!
But how do I do that?
Coin flip
https://www.optimizely.com
Now what?
Data analysis is the key
Some advices
These are mine, test and see if it works for you =)
Shit X Shit
Nope, a big nope.
Ask questions
Even before starting the experiment
Dont trust the gurus
This is science, not religion
Flip the coin properly
Calculate the amount of time and sample that you need
https://vwo.com/ab-split-test-duration/
A/B Testing is a big subject
Link
Thank you folks! <3
hey@pedromarques.io
@pmarquees

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