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@BartS
CRO: Outsourcing - Academy - Consultancy


ü  Learn more on PSYCHOLOGY: WheelofPersuasion.com/course
ü  Or let us LEVERAGE your GROWTH: Onlinedialogue.nl
@BartS
Marshmallows, "
& the Psychology"
behind Evidence-Based Growth
@BartS
@BartS
@BartS
Unconscious,
Automatic,
Heuristic processes
Conscious, 

Lazy controller,
Rational (-izing)
(always on)
 (lazy controller)
System 1
 System 2
@BartS
@BartS
A unique visitor= "
2 processing systems
@BartS
Illusion "
of control
@BartS
boy
?
33%
@BartS
“If you torture the data long
enough, it will confess”
Roald Coase
Your daily
Marshmallow test
@BartS
the Psychology"
behind Evidence-Based Growth
2) Informational
 3) Transformational
1) Transactional
@BartS
Unconscious,
Automatic,
Heuristic processes
Conscious, 

Lazy controller,
Rational (-izing)
(always on)
 (lazy controller)
System 1
 System 2
System 2 is 
not the best optimizer!
@BartS
Stop THINK-ing
Start ACT-ting
@BartS
@BartS
@BartS
You’re NOT
pregnant
Power-based SAMPLE SIZE CALCULATOR:
http://abtestguide.com/abtestsize
“Under-powered
testing will kill you”
@BartS
Don’t waist growth
with bad testing!
@BartS
	
	
	
B	
A	
	
	
	
“Unique users are actually
unique device-browser
combinations”
@BartS
	
	
	
	
	
	
B	
A	
	
	
	
	
	ABBA	
	 effect
Do NOT test without 
taking pollution into account
@BartS
Calculate INCLUDING
sample pollution
@BartS
@BartS
 #gms17
@BartS
@BartS
Bandwidth: 
Maximum amount of tests
@BartS
@BartS
“Our success at Amazon is
a function of how many
experiments we do…”
Jeff Bezos - Amazon
Regret: 
Every test missed = growth missed
@BartS
Business Case: Minimizing regret
@BartS
2) Informational
 3) Transformational
1) Transactional
the Psychology"
behind Evidence-Based Growth
@BartS
Unconscious,
Automatic,
Heuristic processes
Conscious, 

Lazy controller,
Rational (-izing)
(always on)
 (lazy controller)
System 1
 System 2
@BartS
How to recognize the systems? 
Example	
indicators	
	
User flow
 Follow ideal paths
 Are all over the place
Time of day
 Mornings
 Afternoon
Day of week
 Mondays
 Fridays
Network
 WiFi
 3G / 4G
Conversion rate
 High base rates
 Low base rates
Source
 Direct & Long-tail search
 Social, Mail, Display,…
…
 …
 …
1st question: "
Which system is active?
(always on)
(lazy controller)
System 1
System 2
@BartS
The Square of PersuasionTM
Ability	&	
Mo,va,on	
System 1
System 2
Ac2ve	
System1
System2
Desired
@BartS
A
 B
Winner
System 2 – System 2
@BartS
Winner
A
 B
System 2 – System 2
@BartS
The Square of PersuasionTM
Ability	&	
Mo,va,on	
System 1
System 2
Ac2ve	
System1
System2
Desired
@BartS
Ability	&	
Mo,va,on	
Heuris,cs	&	
Habits	
System 1
System 2
Ac2ve	
System1
System2
Desired	
The Square of PersuasionTM
@BartS
System 1
System 2
Behavioral
study
@BartS
A
 B
Winner
A
 B
Loser
System 1 – System 1
System 2 – System 2
@BartS
Winner
A
 B
Loser
A
 B
System 1 – System 1
System 2 – System 2
@BartS
Experimental program:
Few hundred of experiments
@BartS
Ability	&	
Mo,va,on	
Heuris,cs	&	
Habits	
System 1
System 2
Ac2ve	
System1
System2
Desired	
The Square of Persuasion
@BartS
Distrac,on	&	
Overload	
Heuris,cs	&	
Habits	
System 1
System 2
Ac2ve	
System1
System2
Desired	
The Square of PersuasionTM
@BartS
Ability	&	
Mo,va,on	
System 1
System 2
Ac2ve	
System1
System2
Desired	
Trigger	&	
Forced	Choices	
The Square of PersuasionTM
@BartS
Ability	&	
Mo,va,on	
Trigger	&	
Forced	Choices	
Distrac,on	&	
Overload	
Heuris,cs	&	
Habits	
System 1
System 2
Ac2ve	
System1
System2
Desired	
The Square of PersuasionTM
@BartS
Behavior Insights Grid (BIG™)
@BartS
2) Informational
 3) Transformational
1) Transactional
the Psychology"
behind Evidence-Based Growth
@BartS
@BartS
@BartS
3) Transformational
1) Transactional
 2) Informational
the Psychology"
behind Evidence-Based Growth
@BartS
Marketing
Decision
Behavior
@BartS
Personal factors
Marketing
Decision
Behavior
Nature
Nurture
@BartS
Situational Factors
Personal factors
Marketing
Decision
Behavior
Nature
Nurture
Emotions
Context
Environment
Fundamental 
attribution error
@BartS
Situational Factors
Personal factors
Marketing
Decision
Behavior
Nature
Nurture
Emotions
Context
Environment
Nature
 Nurture
 Emotions
Context
 Environment
@BartS
Nature
 Nurture
 Emotions
Context
 Environment
@BartS
Emotions
Nurture
Nature
Environment
Context
@BartS
Winner
A
 B
 A
 B
Loser
3G / 4G
 WiFi
@BartS
System1
System2
@BartS
B
A
Winner
@BartS
@BartS
1) Transactional
 2) Informational
 3) Transformational
the Psychology"
behind Evidence-Based Growth
@BartS
Psychology + Evidence ="
a transformational understanding "
of what drives Homo Sapiens
@BartS
 #gms17
@BartS
Internet is "
the BIGGEST psychological"
experiment ever
@BartS
 #gms17
@BartS
With big intelligence "
comes big responsibility
Evidence everything

Evidence everything
Ethical everything
@BartS
Let us boost your growth:
http://onlinedialogue.nl

Or learn more on "
CONSUMER PSYCHOLOGY:
http://WheelofPersuasion.com/course
Thank you!
@BartS

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Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidence based growth - Digital Analytics Congres 2017