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Next Speaker:
Michael
aagaard (dk)
Confirmation Bias
Next Speaker:
Your Brain is Lying to You!
Become a Better Marketer by
Overcoming Confirmation Bias
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
#CH2018
@CONTENTVERVE#CH2018
INFORMATION
@CONTENTVERVE#CH2018
CONFIRMATION
@CONTENTVERVE#CH2018
CONFIRMATION bias
@CONTENTVERVE#CH2018
Dismiss information we don’t agree with -
unless the evidence is overwhelming
Accept evidence we agree with at face value
search for & recall information in ways that confirm
our existing beliefs, hypotheses & expectations
@CONTENTVERVE#CH2018
Dismiss information we don’t agree with -
unless the evidence is overwhelming
Accept evidence we agree with at face value
search for & recall information in ways that confirm
our existing beliefs, hypotheses & expectations
@CONTENTVERVE#CH2018
Dismiss information we don’t agree with -
unless the evidence is overwhelming
Accept evidence we agree with at face value
search for & recall information in ways that confirm
our existing beliefs, hypotheses & expectations
@CONTENTVERVE#CH2018
What the human being is best at
doing, is interpreting all new
information so that their prior
conclusions remain intact.
- Warren Buffet
“
”
#CH2018
What the human being is best at
doing, is interpreting all new
information so that their prior
conclusions remain intact.
- Warren Buffet
“
”
#CH2018
limits our capacity
for objective analysis
@CONTENTVERVE#CH2018
Serious threat to any discipline
that seeks to uncover the truth
@CONTENTVERVE#CH2018
2 Confirmation
Bias
@CONTENTVERVE#CH2018
how to overcome
confirmation bias
@CONTENTVERVE#CH2018
torturing data
@CONTENTVERVE#CH2018
If you torture the data long enough,
it will confess to anything.
- Ronald Coase -
@CONTENTVERVE#CH2018
93%Correlation
http://tylervigen.com/spurious-correlations
@CONTENTVERVE
Per Capita Consumption of Mozzarella Cheese
Correlates With
93%Correlation
http://tylervigen.com/spurious-correlations
@CONTENTVERVE
Per Capita Consumption of Mozzarella Cheese
Number of people who died by becoming tangled in their bedsheets
Correlates With
93%Correlation
http://tylervigen.com/spurious-correlations
@CONTENTVERVE
People Who Died By Falling Down the Stairs
Per Capita Consumption of Mozzarella Cheese
Correlates With
95%Correlation
http://tylervigen.com/spurious-correlations
@CONTENTVERVE
Number of people who died by drowning while in natural water.
Per Capita Consumption of Mozzarella Cheese
Correlates With
90%Correlation
http://tylervigen.com/spurious-correlations
@CONTENTVERVE
Per Capita Consumption of Swiss Cheese
Number of people who died by drowning while in natural water
Correlates With
40%Correlation
http://tylervigen.com/spurious-correlations
@CONTENTVERVE
CORRELATION
DOES NOT EQUAL
CAUSATION
@CONTENTVERVE#CH2018
Device Users Conversions Conversion Rate
All 139,254 4,099 2.94%
Mobile 132,420 3,745 2.83%
Tablet 3,457 122 3.53%
Desktop 3,377 223 6.60%
IMPORTANT CAMPAIGN
@CONTENTVERVE#CH2018
Device Users Conversions Conversion Rate
All 139,254 4,099 2.94%
Mobile 132,420 3,745 2.83%
Tablet 3,457 122 3.53%
Desktop 3,377 223 6.60%
IMPORTANT CAMPAIGN
@CONTENTVERVE#CH2018
Device Users Conversions Conversion Rate
All 139,254 4,099 2.94%
Mobile 132,420 3,745 2.83%
Tablet 3,457 122 3.53%
Desktop 3,377 223 6.60%
IMPORTANT CAMPAIGN
@CONTENTVERVE#CH2018
Device Users Conversions Conversion Rate
All 139,254 4,099 2.94%
Mobile 132,420 3,745 2.83%
Tablet 3,457 122 3.53%
Desktop 3,377 223 6.60%
IMPORTANT CAMPAIGN
@CONTENTVERVE#CH2018
Device Users Conversions Conversion Rate
All 139,254 4,099 2.94%
Mobile 132,420 3,745 2.83%
Tablet 3,457 122 3.53%
Desktop 3,377 223 6.60%
IMPORTANT CAMPAIGN
@CONTENTVERVE#CH2018
Device Users Conversions Conversion Rate
All 139,254 4,099 2.94%
Mobile 132,420 3,745 2.83%
Tablet 3,457 122 3.53%
Desktop 3,377 223 6.60%
IMPORTANT CAMPAIGN
@CONTENTVERVE#CH2018
Device Users Conversions Conversion Rate
All 139,254 4,099 2.94%
Mobile 132,420 3,745 2.83%
Tablet 3,457 122 3.53%
Desktop 3,377 223 6.60%
IMPORTANT CAMPAIGN
Only 2.43% of traffic…
@CONTENTVERVE#CH2018
Step 1: Read the research.
Step 2: Get new insight.
@CONTENTVERVE#CH2018
THE
CONFIRMATION
BIAS CYCLE
X
X
@CONTENTVERVE#CH2018
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.
1. Read the research.
Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.
1. Read the research.
Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
https://abtestguide.com/
can you torture
qualitative data?
@CONTENTVERVE#CH2018
wouldn’t you agree that
this is a useful feature?
@CONTENTVERVE#CH2018
can you tell us why
you love our product?
@CONTENTVERVE#CH2018
using
marketer’s logic
@CONTENTVERVE#CH2018
myside bias
@CONTENTVERVE#CH2018
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
@CONTENTVERVE
What do you think this page was about? Did the landing page seem trustworthy?
What do you think this page was about? Did the landing page seem trustworthy?
88% 80%
which university landing page is most credible?
@CONTENTVERVE#CH2018
which university landing page is most credible?
36% 64%
@CONTENTVERVE#CH2018
I’M RIGHT
&
YOU’RE WRONG
@CONTENTVERVE#CH2018
I’M SMART
&
YOU’RE STUPID
@CONTENTVERVE#CH2018
how to overcome
confirmation bias
@CONTENTVERVE#CH2018
step 1
@CONTENTVERVE#CH2018
you could be wrong
accept the fact that
@CONTENTVERVE#CH2018
The road to wisdom? — Well,
it's plain and simple to express:
@CONTENTVERVE#CH2018
Err
and err
and err again
but less
and less
and less.
 Piet Hein
@CONTENTVERVE#CH2018
step 2
@CONTENTVERVE#CH2018
Seek out a
different perspective
@CONTENTVERVE#CH2018
customer success
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
@CONTENTVERVE#CH2018
nope…
@CONTENTVERVE#CH2018
will i be billed during the trial?
Can i cancel during my trial?
can i change plans?
@CONTENTVERVE#CH2018
will i be billed during the trial?
Can i cancel during my trial?
can i change plans?
nope! you will only be billed after your 30-day trial if you choose not
to cancel. we’ll send an e-mail reminder near the end of the trial.
certainly! you can cancel at any time, just go to your account
dashboard and click “manage account”.
of course! you can change plans or switch between monthly/annual
billing via your account dashboard.
@CONTENTVERVE#CH2018
#CH2018
@CONTENTVERVE#CH2018
A: Bullets based on marketer’s logic
B: Bullets based on customer insight
11% increase in sign ups
✓ 2 full business cycles
✓ 867 account signups
✓ 95% significance level
@CONTENTVERVE#CH2018
challenge
your beliefs
@CONTENTVERVE#CH2018
step 3
@CONTENTVERVE#CH2018
break
the confirmation
Bias cycle
@CONTENTVERVE#CH2018
1. Read the research.
http://davidwees.com/content/confirmation-bias-cycle/
2. Keep my worldview.Ignore any flaws in the research.
No
Do I agree with the findings of the
research?
Yes
Find a reason the research is flawed.
Ignore the research.
@CONTENTVERVE
the power of habit - charles duhigg
@CONTENTVERVE#CH2018
ROUTINE
REWARDCUE the habit loop
@CONTENTVERVE#CH2018
the habit loop
@CONTENTVERVE#CH2018
CUE the habit loop
@CONTENTVERVE#CH2018
ROUTINE
CUE the habit loop
@CONTENTVERVE#CH2018
ROUTINE
REWARDCUE the habit loop
@CONTENTVERVE#CH2018
ROUTINE
REWARDCUE the habit loop
@CONTENTVERVE#CH2018
ROUTINE
REWARDCUE
Reenforcement
of the habit
The action triggered
by the cue
The trigger that
sets off the habit
the habit loop
@CONTENTVERVE#CH2018
FEEL AWAKEFEEL TIRED
RED BULL
the habit loop
@CONTENTVERVE#CH2018
FEEL AWAKEFEEL TIRED
RED BULL
the habit loop
@CONTENTVERVE#CH2018
FEEL AWAKEFEEL TIRED
RED BULL
the habit loop
@CONTENTVERVE#CH2018
FEEL AWAKEFEEL TIRED
RED BULL
the habit loop
@CONTENTVERVE#CH2018
FEEL AWAKEFEEL TIRED
RED BULL
the habit loop
1
2
3
@CONTENTVERVE#CH2018
FEEL AWAKEFEEL TIRED
GREEN TEA
the habit loop
1
2
3
@CONTENTVERVE#CH2018
REJECT
INFO
MAINTAIN
WORLDVIEW
INFO I DON’T
AGREE WITH the habit loop
@CONTENTVERVE#CH2018
REJECT
INFO
MAINTAIN
WORLDVIEW
INFO I DON’T
AGREE WITH the habit loop
@CONTENTVERVE#CH2018
REJECT
INFO
MAINTAIN
WORLDVIEW
INFO I DON’T
AGREE WITH the habit loop
@CONTENTVERVE#CH2018
ACCEPT INFO
AT FACE VALUE
MAINTAIN
WORLDVIEW
INFO I
AGREE WITH the habit loop
@CONTENTVERVE#CH2018
ACCEPT INFO
AT FACE VALUE
MAINTAIN
WORLDVIEW
INFO I
AGREE WITH the habit loop
@CONTENTVERVE#CH2018
ACCEPT INFO
AT FACE VALUE
MAINTAIN
WORLDVIEW
INFO I
AGREE WITH the habit loop
@CONTENTVERVE#CH2018
I COULD BE WRONG/
DO RESEARCH
MAINTAIN
WORLDVIEW
INFO I
AGREE WITH the habit loop NEW INSIGHT
@CONTENTVERVE#CH2018
I COULD BE WRONG/
DO RESEARCH
MAINTAIN
WORLDVIEW
INFO I
AGREE WITH the habit loop NEW INSIGHT
@CONTENTVERVE#CH2018
I COULD BE WRONG/
DO RESEARCH
MAINTAIN
WORLDVIEW
INFO I
AGREE WITH the habit loop NEW INSIGHT
@CONTENTVERVE#CH2018
accept the fact that you could be wrong
er, and er and er again - but less and less and less
seek out a different perspective & challenge your beliefs
break the confirmation bias cycle
@CONTENTVERVE#CH2018
i suffer from confirmation bias -
no one can convince me otherwise…
@CONTENTVERVE#CH2018
thank you!!!
Feel free to reach out
aagaardviking@gmail.com
@CONTENTVERVE#CH2018
Conversion Hotel 2018 Keynote: Michael Aagaard

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