SlideShare a Scribd company logo
1 of 10
Download to read offline
CRO & Psychologie
Gerben Langendijk | 1 november 2018
17.000 medewerkers
198 kantoren in 70 landen
28.910.983 listings
143.170 bestemmingen
230 landen en gebieden wereldwijd
Elke dag worden meer dan 1.550.000
kamernachten gereserveerd op ons
platform.
1000+ experimenten op ieder gegeven
moment
Booking.com Gerben Langendijk
Sr. Consumer Psychologist
Social Proof
Urgency
Authority
Choice overload
Choice Closure
IKEA effect
Price-Value Bias
Loss Aversion effect
Consistency Bias
Rhyme is reason
Random Rewards
B = ƒ(P, E)
Behavior is a function
of
the Person and the Environment
Het verschil in psychologie als trucje en als programma:
Het begrijpen van menselijke gedrag
door middel van
denken in termen van (psychologische) modellen.
X Y
Mod
A
B
C
Choice overload: A conceptual review and meta-analysis
Alexander Chernev - Ulf Bö ckenholt - Joseph Goodman
Gebruik van bestaande Psychologische modellen.
Voorbeeld: Choice Overload
Hoe gehecht zijn mensen aan een merk? Alternatives
Romantic
commitment
Satisfaction
Wetenschappelijke methodes gebruiken om modellen te toetsen.
Voorbeeld: Commitment
Investment
Brand
commitment
Alternatives Satisfaction Investment
-.46*** .39*** .46***
-.17*** .60*** .50***
Gebaseerd op Investment Model of Interpersonal Relations
Rusbult et al, 1980
Hoe gehecht zijn mensen aan hun relatie?
https://eng.uber.com/mediation-modeling/
“ … it accounted for about 19 percent of the
total treatment effect ... “
Zelf modellen/inzichten creëren
Psychologie op een “goede”
manier gebruiken:
Modellen & inzichten voeden
hypotheses
Wetenschappelijke methodes
toepassen om te toetsen
Uitkomsten creëren nieuwe
inzichten en/of passen oude
assumpties aan
Dank!
Vragen?
Gerben.Langendijk@booking.com

More Related Content

More from Online Dialogue

Joost Fromberg at the Global Digital Marketing Summit '18
Joost Fromberg at the Global Digital Marketing Summit '18Joost Fromberg at the Global Digital Marketing Summit '18
Joost Fromberg at the Global Digital Marketing Summit '18Online Dialogue
 
Amy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynote
Amy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynoteAmy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynote
Amy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynoteOnline Dialogue
 
Ronny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynote
Ronny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynoteRonny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynote
Ronny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynoteOnline Dialogue
 
Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...
Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...
Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...Online Dialogue
 
Matthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynote
Matthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynoteMatthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynote
Matthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynoteOnline Dialogue
 
Els Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynote
Els Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynoteEls Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynote
Els Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynoteOnline Dialogue
 
Joost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynote
Joost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynoteJoost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynote
Joost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynoteOnline Dialogue
 
Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...
Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...
Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...Online Dialogue
 
Workshop congres verborgen psycholoog
Workshop congres  verborgen psycholoogWorkshop congres  verborgen psycholoog
Workshop congres verborgen psycholoogOnline Dialogue
 
Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...
Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...
Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...Online Dialogue
 
Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...
Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...
Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...Online Dialogue
 
Evidence everything - Bart Schutz - Growth Marketing Summit 2017 keynote
Evidence everything - Bart Schutz - Growth Marketing Summit 2017 keynoteEvidence everything - Bart Schutz - Growth Marketing Summit 2017 keynote
Evidence everything - Bart Schutz - Growth Marketing Summit 2017 keynoteOnline Dialogue
 
Ecommerce Conversion World, London March 23 2017 - Ton Wesseling keynote
Ecommerce Conversion World, London March 23 2017 - Ton Wesseling keynoteEcommerce Conversion World, London March 23 2017 - Ton Wesseling keynote
Ecommerce Conversion World, London March 23 2017 - Ton Wesseling keynoteOnline Dialogue
 
Conversionboost - Bart Schutz
Conversionboost - Bart SchutzConversionboost - Bart Schutz
Conversionboost - Bart SchutzOnline Dialogue
 
Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...
Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...
Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...Online Dialogue
 
Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...
Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...
Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...Online Dialogue
 
Test for business growth - analyzing A/B-test with a Bayesian approach
Test for business growth - analyzing A/B-test with a Bayesian approachTest for business growth - analyzing A/B-test with a Bayesian approach
Test for business growth - analyzing A/B-test with a Bayesian approachOnline Dialogue
 
When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...
When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...
When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...Online Dialogue
 
Mobile CRO - The psychology behind selling to thumbs
Mobile CRO - The psychology behind selling to thumbsMobile CRO - The psychology behind selling to thumbs
Mobile CRO - The psychology behind selling to thumbsOnline Dialogue
 
15 cases of testing with data & psychology #CRO
15 cases of testing with data & psychology #CRO15 cases of testing with data & psychology #CRO
15 cases of testing with data & psychology #CROOnline Dialogue
 

More from Online Dialogue (20)

Joost Fromberg at the Global Digital Marketing Summit '18
Joost Fromberg at the Global Digital Marketing Summit '18Joost Fromberg at the Global Digital Marketing Summit '18
Joost Fromberg at the Global Digital Marketing Summit '18
 
Amy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynote
Amy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynoteAmy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynote
Amy Cueva, Mad*Pow (USA) - Conversion Hotel 2017 - keynote
 
Ronny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynote
Ronny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynoteRonny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynote
Ronny Kohavi, Microsoft (USA) - Conversion Hotel 2017 - keynote
 
Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...
Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...
Michelle Kiss, Analytics Demystified (AUS/NL/USA) - Conversion Hotel 2017 - k...
 
Matthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynote
Matthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynoteMatthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynote
Matthew Roach, Sanoma (AUS/UK/NL) - Conversion Hotel 2017 - keynote
 
Els Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynote
Els Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynoteEls Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynote
Els Aerts, AGConsult (BE) - Conversion Hotel 2017 - keynote
 
Joost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynote
Joost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynoteJoost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynote
Joost de Schepper, Spotify (SWE) - Conversion Hotel 2017 - keynote
 
Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...
Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...
Keynote #gconvert17 - Bart Schutz of Online Dialogue - Online Persuasion - Sy...
 
Workshop congres verborgen psycholoog
Workshop congres  verborgen psycholoogWorkshop congres  verborgen psycholoog
Workshop congres verborgen psycholoog
 
Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...
Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...
Keynote #DAC17 - Bart Schutz - Marshmallows and the psychology behind evidenc...
 
Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...
Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...
Keynote on Online Experiments by Ton Wesseling - Online Dialogue at the Web A...
 
Evidence everything - Bart Schutz - Growth Marketing Summit 2017 keynote
Evidence everything - Bart Schutz - Growth Marketing Summit 2017 keynoteEvidence everything - Bart Schutz - Growth Marketing Summit 2017 keynote
Evidence everything - Bart Schutz - Growth Marketing Summit 2017 keynote
 
Ecommerce Conversion World, London March 23 2017 - Ton Wesseling keynote
Ecommerce Conversion World, London March 23 2017 - Ton Wesseling keynoteEcommerce Conversion World, London March 23 2017 - Ton Wesseling keynote
Ecommerce Conversion World, London March 23 2017 - Ton Wesseling keynote
 
Conversionboost - Bart Schutz
Conversionboost - Bart SchutzConversionboost - Bart Schutz
Conversionboost - Bart Schutz
 
Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...
Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...
Keynote Ton Wesseling at the Web Analytics Wednesday Copenhagen #wawcph at Se...
 
Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...
Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...
Digital Elite Camp 2016: Optimize for €€€ - Annemarie Klaassen & Tom van den ...
 
Test for business growth - analyzing A/B-test with a Bayesian approach
Test for business growth - analyzing A/B-test with a Bayesian approachTest for business growth - analyzing A/B-test with a Bayesian approach
Test for business growth - analyzing A/B-test with a Bayesian approach
 
When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...
When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...
When to run how many A/B-tests (based on data) - MeasureCamp Amsterdam - Ton ...
 
Mobile CRO - The psychology behind selling to thumbs
Mobile CRO - The psychology behind selling to thumbsMobile CRO - The psychology behind selling to thumbs
Mobile CRO - The psychology behind selling to thumbs
 
15 cases of testing with data & psychology #CRO
15 cases of testing with data & psychology #CRO15 cases of testing with data & psychology #CRO
15 cases of testing with data & psychology #CRO
 

Dialogue Donderdag #28 Gerben Langendijk

  • 1. CRO & Psychologie Gerben Langendijk | 1 november 2018
  • 2. 17.000 medewerkers 198 kantoren in 70 landen 28.910.983 listings 143.170 bestemmingen 230 landen en gebieden wereldwijd Elke dag worden meer dan 1.550.000 kamernachten gereserveerd op ons platform. 1000+ experimenten op ieder gegeven moment Booking.com Gerben Langendijk Sr. Consumer Psychologist
  • 3. Social Proof Urgency Authority Choice overload Choice Closure IKEA effect Price-Value Bias Loss Aversion effect Consistency Bias Rhyme is reason Random Rewards
  • 4. B = ƒ(P, E) Behavior is a function of the Person and the Environment
  • 5. Het verschil in psychologie als trucje en als programma: Het begrijpen van menselijke gedrag door middel van denken in termen van (psychologische) modellen. X Y Mod A B C
  • 6. Choice overload: A conceptual review and meta-analysis Alexander Chernev - Ulf Bö ckenholt - Joseph Goodman Gebruik van bestaande Psychologische modellen. Voorbeeld: Choice Overload
  • 7. Hoe gehecht zijn mensen aan een merk? Alternatives Romantic commitment Satisfaction Wetenschappelijke methodes gebruiken om modellen te toetsen. Voorbeeld: Commitment Investment Brand commitment Alternatives Satisfaction Investment -.46*** .39*** .46*** -.17*** .60*** .50*** Gebaseerd op Investment Model of Interpersonal Relations Rusbult et al, 1980 Hoe gehecht zijn mensen aan hun relatie?
  • 8. https://eng.uber.com/mediation-modeling/ “ … it accounted for about 19 percent of the total treatment effect ... “ Zelf modellen/inzichten creëren
  • 9. Psychologie op een “goede” manier gebruiken: Modellen & inzichten voeden hypotheses Wetenschappelijke methodes toepassen om te toetsen Uitkomsten creëren nieuwe inzichten en/of passen oude assumpties aan