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A/B Testing - In data we trust
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Pedro Marques
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A/B Testing - In data we trust
1.
A/B TESTING In data
we trust! Pedro Marques CI&T Digital Day
2.
PEDRO MARQUES UX Designer
@ booking.com @pmarquees
3.
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
4.
5.
A/B Testing WTF?
6.
Emojiana
7.
Emojiana Hippo
8.
50% 50% 11% 2%
9.
Born at Google Early
00’s
10.
Pharmaceutical To test new
drugs
11.
But why A/B
Test?
12.
No Regression
13.
But bear in
mind:
14.
A/B Test will prove
you wrong
15.
Data never lies
16.
Define your KPI’s
17.
Correlation does NOT imply
causation
18.
Conver$ion
19.
User performs a given
action
20.
Define your KPI's
21.
What should I
test?
22.
23.
Test all your
hypothesis
24.
Assumption is the mother
of all fuck ups
25.
Framing Effect
26.
A/B Testing Kills creativity
27.
Junior designers X Sr.
Designes https://medium.com/the-year-of-the-looking-glass/junior-designers-vs-senior-designers-fbe483d3b51e
28.
29.
30.
Would like fries
with that? http://blog.booking.com/hamburger-menu.html
31.
32.
No significant impact. At
all.
33.
NICE! But how do
I do that?
34.
Coin flip
35.
https://www.optimizely.com
36.
Now what? Data analysis
is the key
37.
Some advices These are
mine, test and see if it works for you =)
38.
Shit X Shit Nope,
a big nope.
39.
Ask questions Even before
starting the experiment
40.
Dont trust the
gurus This is science, not religion
41.
Flip the coin
properly Calculate the amount of time and sample that you need https://vwo.com/ab-split-test-duration/
42.
A/B Testing is
a big subject
43.
44.
Link
45.
46.
Thank you folks!
<3 hey@pedromarques.io @pmarquees
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