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Don’t Believe EverythingYou See
Or Think 02015.8.31
Nerd Nite East Bay - Paul Sas
Everything is less important
than it seems
Everything is less important
than it seems
“What you see is all there is” Danny Kahneman
Earn Ten Cents Extra!
How painful is
your choice to
FOREGO
gaining 10 cents?
How motivated can you be
by a dime?
Pay for a Dime Bag?
Doesn’t it FEEL different to pay 10 cents?
A loss hurts much more than not getting that
same dime
Reference Point
Changes a Gain to a Loss
It FEELS much different to avoid a loss than to
forego an additional gain
Reference Point
Changes a Gain to a Loss
It FEELS much different to avoid a loss than to
forego an additional gain
Losses approximately
2X as aversive as
comparable gain
What’s killing our farmers?
Out of the 3,141 counties in the US:
Highest kidney cancer rates found in the following counties:
Sparsely populated, primarily rural
Preponderantly Christian, more evangelical
Inland, remote from metropolitan coasts
Midwest, the South, and the West
Explanatory Hypotheses?
What’s saving our farmers?
Out of the 3,141 counties in the US:
Highest kidney cancer rates found in the following counties:
Sparsely populated, primarily rural
Preponderantly Christian, more evangelical
Inland, remote from metropolitan coasts
Midwest, the South, and the West
“The Law of Small Numbers”: often the best
explanation, but we’re fooled by randomness
Fools for a Good Story
Michotte The Perception of Causalityhttp://cogweb.ucla.edu/Discourse/Narrative/michotte-demo.swf
Why do extremely smart women often
choose less intelligent partners?
Why do extremely smart women often choose
less intelligent partners?
Can a great college athlete do anything to
deflect the Sports Illustrated curse?
Why do extremely smart women often choose less
intelligent partners?
Can a great college athlete do anything to deflect the
Sports Illustrated curse?
Why did the Gates Foundation invest ~$2 Billion to
support smaller class sizes?
Regression to the Mean
Why do extremely smart women often choose less
intelligent partners?
Can a great college athlete do anything to deflect the
Sports Illustrated curse?
Why did the Gates Foundation invest ~$2 Billion to
support smaller class sizes?
One Step at a Time
A
B
Side by Side
A
B
Side by Side Comparison
Separate Evaluation vs Joint
Music Dictionary A
10,000 entries
condition is like new
Music Dictionary B
20,000 entries
cover is torn
24 Piece China Set
condition is like new
28 Piece China Set
24 Pieces
4 extra saucers, 1 chipped
Separate Evaluation vs Joint
Music Dictionary A
10,000 entries
condition is like new
$24
Music Dictionary B
20,000 entries
cover is torn
$20
24 Piece China Set
condition is like new
28 Piece China Set
24 Pieces
4 extra saucers, 1 chipped
>
Presentation Paradox
People will pay more for a 5 ★ Hotel
than they will offer for
5 ★ Hotel that also mentions a 3 ★ Restaurant
How
does
the end
point
affect
a story?
Experiencing vs Remembering Self
Which person suffered more? A or B
Experiencing vs Remembering Self
Which person suffered more? A or B
Equal Area
in Box
Experiencing vs Remembering Self
Which person suffered more? A or B
Which person more willing to do it again? A or B
Equal Area
in Box
Peak-End Rule (Kahneman)
Duration Neglect: Difficulty estimating the total amount of suffering
Peak-End: Simple heuristic to recall the worst instant (peak) + the last instant (end)
Cognitive manipulation: Increase total quantity, but make last minutes less intense.
Longer period is recalled as less painful
Equal Area
in Box
Cognitive Illusions: General features & Patterns
We’re not performing mathematical/logical computations
Heuristics work as quick rules of thumb
Law of Small Numbers - patterns w/o sensitivity to sampling
Presentation Paradox - Single composite/gestalt stands for
the sequence
Peak-end rule - 2 points replace integrating under curve
Two System Theory
Fast Thinking: intuitive, immediate, unreflective
Perception of patterns comes for free
Slow Thinking: mathematical/logical computations
If a baseball and a bat cost $1.10 together, and the bat costs $1.00
more than the ball, how much does the ball cost?
vs
Fast
Imagine a Game Show where the fastest
response wins (almost always)
vs
SlowFast
Imagine a Game Show where the fastest
response wins (almost always)
Daniel Kahneman
&
SlowFast
Thinkers
Amos Tversky
General features of Prospect Theory (K&T ’79)
Status quo bias (connected to power of defaults)
Diminishing sensitivity
Losses weigh much heavier than foregone gains
Save More Tomorrow program – Allocate future raises
Risk averse for gains
Risk impulsive for losses
Reference point - SQ
Reference point - SQ
Future gains - relative
size makes it feel
much less attractive
Reference point - SQ
Future gains - relative
size makes it feel
much less attractive
Loss / Setback /
Backward move:
Same amount
looms larger
General features of Prospect Theory (K&T ’79)
Status quo bias (connected to power of defaults)
Diminishing sensitivity
Losses weigh much heavier than foregone gains
Save More Tomorrow program – Allocate future raises
Risk averse for gains
Risk impulsive for losses
Zoom into origin region
to explore sensitivity to
probabilities (0,1)
MAYBE
Our Sensitivity
to Chance
Depends
on Perspective
MAYBE
Our Sensitivity
to Chance
Depends
on Perspective
MAYBE
Our Sensitivity
to Chance
Depends
on Perspective
MAYBE
Our Sensitivity
to Chance
Depends
on Perspective
Probability
Weights +
Certainty
Effect
0 0
1 5.5
2 8.1
5 13.2
10 18.6
20 26.1
50 42.1
80 60.1
90 71.2
95 79.3
98 87.1
99 91.2
100 100
WeightProbability
Probability
Weights +
Certainty
Effect
0 0
1 5.5
2 8.1
5 13.2
10 18.6
20 26.1
50 42.1
80 60.1
90 71.2
95 79.3
98 87.1
99 91.2
100 100
WeightProbability
1- Over Sensitive to Low Probabilities
Probability
Weights +
Certainty
Effect
0 0
1 5.5
2 8.1
5 13.2
10 18.6
20 26.1
50 42.1
80 60.1
90 71.2
95 79.3
98 87.1
99 91.2
100 100
WeightProbability
1- Over Sensitive to Low Probabilities
2- Less sensitive to Shifts in the Middle
3- Increasing Sensitivity to Higher
Probability
Weights +
Certainty
Effect
0 0
1 5.5
2 8.1
5 13.2
10 18.6
20 26.1
50 42.1
80 60.1
90 71.2
95 79.3
98 87.1
99 91.2
100 100
WeightProbability
1- Over Sensitive to Low Probabilities
2- Less sensitive to Shifts in the Middle
3- Increasing Sensitivity to Higher
4- Extraordinary weight to certainty
Follow up References
The ultimate book of optical illusions / Al Seckel. [Any illusions book is worth *a look*]
Predictably irrational : the hidden forces that shape our decisions / Dan Ariely.
THE gateway drug to the field. Very witty pleasurable read by one of the leading researchers.
Also take 18 minutes to watch at lease one of his superstar TED talks.
The why axis: hidden motives & the undiscovered economics of everyday life / Uri Gneezy
Applications to public education, carpooling, sex differences, showing how experiments work to
help answer open questions of about the best approach to messy situations
Misbehaving : the making of behavioral economics / Richard H. Thaler
Humorous anecdotes trace the origins of the field to original insights into how humans
"misbehave."
Thinking, fast and slow / Daniel Kahneman.
Comprehensive - clear & concise; a stealth-text book of the entire field by one of its founders.
CHOICE ARCHITECTURE
Option A
Option B
Contextual cues, situational aspects, environmental associations
shape/structure perception

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Don’t Believe Everything You See (or Think): Optical Illusions as a window on Intuitive Biases

  • 1. Don’t Believe EverythingYou See Or Think 02015.8.31 Nerd Nite East Bay - Paul Sas
  • 2. Everything is less important than it seems
  • 3. Everything is less important than it seems “What you see is all there is” Danny Kahneman
  • 4.
  • 5. Earn Ten Cents Extra! How painful is your choice to FOREGO gaining 10 cents? How motivated can you be by a dime?
  • 6. Pay for a Dime Bag? Doesn’t it FEEL different to pay 10 cents? A loss hurts much more than not getting that same dime
  • 7. Reference Point Changes a Gain to a Loss It FEELS much different to avoid a loss than to forego an additional gain
  • 8. Reference Point Changes a Gain to a Loss It FEELS much different to avoid a loss than to forego an additional gain Losses approximately 2X as aversive as comparable gain
  • 9. What’s killing our farmers? Out of the 3,141 counties in the US: Highest kidney cancer rates found in the following counties: Sparsely populated, primarily rural Preponderantly Christian, more evangelical Inland, remote from metropolitan coasts Midwest, the South, and the West Explanatory Hypotheses?
  • 10. What’s saving our farmers? Out of the 3,141 counties in the US: Highest kidney cancer rates found in the following counties: Sparsely populated, primarily rural Preponderantly Christian, more evangelical Inland, remote from metropolitan coasts Midwest, the South, and the West “The Law of Small Numbers”: often the best explanation, but we’re fooled by randomness
  • 11. Fools for a Good Story Michotte The Perception of Causalityhttp://cogweb.ucla.edu/Discourse/Narrative/michotte-demo.swf
  • 12. Why do extremely smart women often choose less intelligent partners?
  • 13. Why do extremely smart women often choose less intelligent partners? Can a great college athlete do anything to deflect the Sports Illustrated curse?
  • 14. Why do extremely smart women often choose less intelligent partners? Can a great college athlete do anything to deflect the Sports Illustrated curse? Why did the Gates Foundation invest ~$2 Billion to support smaller class sizes?
  • 15. Regression to the Mean Why do extremely smart women often choose less intelligent partners? Can a great college athlete do anything to deflect the Sports Illustrated curse? Why did the Gates Foundation invest ~$2 Billion to support smaller class sizes?
  • 16. One Step at a Time A B
  • 18. Side by Side Comparison
  • 19. Separate Evaluation vs Joint Music Dictionary A 10,000 entries condition is like new Music Dictionary B 20,000 entries cover is torn 24 Piece China Set condition is like new 28 Piece China Set 24 Pieces 4 extra saucers, 1 chipped
  • 20. Separate Evaluation vs Joint Music Dictionary A 10,000 entries condition is like new $24 Music Dictionary B 20,000 entries cover is torn $20 24 Piece China Set condition is like new 28 Piece China Set 24 Pieces 4 extra saucers, 1 chipped >
  • 21. Presentation Paradox People will pay more for a 5 ★ Hotel than they will offer for 5 ★ Hotel that also mentions a 3 ★ Restaurant
  • 23. Experiencing vs Remembering Self Which person suffered more? A or B
  • 24. Experiencing vs Remembering Self Which person suffered more? A or B Equal Area in Box
  • 25. Experiencing vs Remembering Self Which person suffered more? A or B Which person more willing to do it again? A or B Equal Area in Box
  • 26. Peak-End Rule (Kahneman) Duration Neglect: Difficulty estimating the total amount of suffering Peak-End: Simple heuristic to recall the worst instant (peak) + the last instant (end) Cognitive manipulation: Increase total quantity, but make last minutes less intense. Longer period is recalled as less painful Equal Area in Box
  • 27. Cognitive Illusions: General features & Patterns We’re not performing mathematical/logical computations Heuristics work as quick rules of thumb Law of Small Numbers - patterns w/o sensitivity to sampling Presentation Paradox - Single composite/gestalt stands for the sequence Peak-end rule - 2 points replace integrating under curve
  • 28. Two System Theory Fast Thinking: intuitive, immediate, unreflective Perception of patterns comes for free Slow Thinking: mathematical/logical computations If a baseball and a bat cost $1.10 together, and the bat costs $1.00 more than the ball, how much does the ball cost?
  • 29. vs Fast Imagine a Game Show where the fastest response wins (almost always)
  • 30. vs SlowFast Imagine a Game Show where the fastest response wins (almost always)
  • 32. General features of Prospect Theory (K&T ’79) Status quo bias (connected to power of defaults) Diminishing sensitivity Losses weigh much heavier than foregone gains Save More Tomorrow program – Allocate future raises Risk averse for gains Risk impulsive for losses
  • 34. Reference point - SQ Future gains - relative size makes it feel much less attractive
  • 35. Reference point - SQ Future gains - relative size makes it feel much less attractive Loss / Setback / Backward move: Same amount looms larger
  • 36. General features of Prospect Theory (K&T ’79) Status quo bias (connected to power of defaults) Diminishing sensitivity Losses weigh much heavier than foregone gains Save More Tomorrow program – Allocate future raises Risk averse for gains Risk impulsive for losses Zoom into origin region to explore sensitivity to probabilities (0,1)
  • 41. Probability Weights + Certainty Effect 0 0 1 5.5 2 8.1 5 13.2 10 18.6 20 26.1 50 42.1 80 60.1 90 71.2 95 79.3 98 87.1 99 91.2 100 100 WeightProbability
  • 42. Probability Weights + Certainty Effect 0 0 1 5.5 2 8.1 5 13.2 10 18.6 20 26.1 50 42.1 80 60.1 90 71.2 95 79.3 98 87.1 99 91.2 100 100 WeightProbability 1- Over Sensitive to Low Probabilities
  • 43. Probability Weights + Certainty Effect 0 0 1 5.5 2 8.1 5 13.2 10 18.6 20 26.1 50 42.1 80 60.1 90 71.2 95 79.3 98 87.1 99 91.2 100 100 WeightProbability 1- Over Sensitive to Low Probabilities 2- Less sensitive to Shifts in the Middle 3- Increasing Sensitivity to Higher
  • 44. Probability Weights + Certainty Effect 0 0 1 5.5 2 8.1 5 13.2 10 18.6 20 26.1 50 42.1 80 60.1 90 71.2 95 79.3 98 87.1 99 91.2 100 100 WeightProbability 1- Over Sensitive to Low Probabilities 2- Less sensitive to Shifts in the Middle 3- Increasing Sensitivity to Higher 4- Extraordinary weight to certainty
  • 45. Follow up References The ultimate book of optical illusions / Al Seckel. [Any illusions book is worth *a look*] Predictably irrational : the hidden forces that shape our decisions / Dan Ariely. THE gateway drug to the field. Very witty pleasurable read by one of the leading researchers. Also take 18 minutes to watch at lease one of his superstar TED talks. The why axis: hidden motives & the undiscovered economics of everyday life / Uri Gneezy Applications to public education, carpooling, sex differences, showing how experiments work to help answer open questions of about the best approach to messy situations Misbehaving : the making of behavioral economics / Richard H. Thaler Humorous anecdotes trace the origins of the field to original insights into how humans "misbehave." Thinking, fast and slow / Daniel Kahneman. Comprehensive - clear & concise; a stealth-text book of the entire field by one of its founders.
  • 46. CHOICE ARCHITECTURE Option A Option B Contextual cues, situational aspects, environmental associations shape/structure perception