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Behavioural Economics

    Economics Options Course
          Autumn 2012
The surprising power of
Free: Time Out magazine
triples the readership it
predicted when going free
Students who use cash to
pay for lunch tend to make
healthier choices
Econs v Humans
• ECONS                       • HUMANS
• Super-smart                 • Flawed
• Rational                    • Biases in behaviour
• Well defined preferences    • Social animals
• Self-interested / selfish   • Emotional – hot and cold
                                states
• Utility maximizers
                              • Not driven purely by a need to
                                maximise their welfare
                              • Lack of self-control - at the
                                heart of many undesirable
                                behaviours, such as
                                overeating, overspending, and
                                even overworking
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Beware the Messengers and Gurus

• We can be heavily influenced by who communicates
  information to us
• Expert bias
   – Expert witnesses in trials and in the media
   – The God complex and poor decision making
• Media as the Messenger – e.g. The Daily Mail Project
• Impact of peer effects and social networks
As of February 2012, there have been
seventy-nine known deaths since January
2007, though police have found no
evidence to link the cases together. Of 25
people who killed themselves between
January 2007 and February 2009, all but
one died from hanging
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Incentives Matter!
                             Incentives                                                         Magnitude



                                                                                                              Risk
                                  Type                                         Timing            Framing
                                                                                                            Attitudes



                                                   Non               Pay off            Pay off in
              Financial
                                                 Monetary             now                future



        Rewards       Penalties          Reciprocity        Status




Extrinsic     Intrinsic
Which do you prefer?




£10 TODAY
Which do you prefer?




£10 TODAY       £12 TOMORROW
Which do you prefer?




            £10 IN A WEEK’S
                  TIME
Which do you prefer?




£12 IN 8 DAYS     £10 IN A WEEK’S
     TIME               TIME
Immediate pay offs
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Social Norms
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Defaults                                              Opt Out
                                                      (France)
                            Standard       Organ
                            practices     Donation
          Natural order                              Opt In (UK)
                          Non-working
                          households

Default
                          Menu choices
Choice

                            Software
                            settings
          Convenience
                          Friday nights


                              GP
                          prescriptions
Networks & Linkages

  The preferences of agents are
  not fixed, they evolve in many
  ways. Specifically, they can be
 altered directly by the behaviour
          of other agents
  We are dealing in general with
  systems of interacting agents
  which are out of equilibrium –
         complex systems

                    Paul Ormerod
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Salience




           Our attention
            is drawn to
           what is novel
            and seems
           relevant to us
Errors that affect you personally can completely
change the rule of thumb that you use when driving
– i.e. The risk of being caught by a speed camera
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Priming

                                  Behaviour
                                 affected by
                                 exposure to



           Sights      Words     Sensations    Touch   Smell




          Subliminal
 Images                Objects
          messages
Priming

Priming explains how our recent
experience influences our
thoughts, feelings and behaviour.

Small changes to the context of
an experience can change the
way we respond
Complete the word
1/ Was Gandhi younger than 60
   when he died? (Yes or No?)

2/ Estimate Gandhi‟s age when he
          died (in years)
A: The Price of a London Hotel Room
                a) Do you think the price of this room is
                   less than or more than £250 per night
                   (answer: Less / More)

                b) How much would you expect to pay for
                   a night in this London hotel (write
                   your answer in £s)
Complete the word
1/ Was Gandhi younger than 115
    when he died? (Yes or No)

2/ Estimate Gandhi‟s age when he
          died (in years)
B: The Price of a London Hotel Room
                a) Do you think the price of this room is
                   less than or more than £70 per night
                   (answer: Less / More)

                b) How much would you expect to pay for
                   a night in this London hotel (write
                   your answer in £s)
1/ Was Gandhi younger
than 85 when he died?

 2/ Estimate Gandhi‟s
 age when he died (in
         years)

Gandhi died at the age of

         78
1/ Was Gandhi younger
 than X when he died?

 2/ Estimate Gandhi‟s
 age when he died (in
         years)

Gandhi died at the age of

         78
Framing the cost of high street credit




   Which has most effect? Showing the
repayment total or representative APR %?
Anchoring with charitable giving
Less effective?
More effective?
Social Persuasion: Facebook and
         organ donation (2012)




Facebook‟s donor-registration strategy allows people to announce to their
friends what they have done, encouraging them to become donors, too.
Studies have shown how information about people‟s decisions to perform a
public good can persuade others to follow suit
Dominos
   and
Electronic
 Pennies
New York Taxis – Framing Tips!
During payment, the
user is presented
with three default
buttons for tipping:
20%, 25%, and
30%. When cabs
were cash only, the
average tip was
roughly 10%. After
the introduction of
this system, the tip
percentage jumped
to 22%.
Priming knowledge about price can
  have strong behavioural effects
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Nudging to change behaviour
Commitment
Commitment to change behaviour
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Affect

• Emotional associations can powerfully shape our actions
• All perceptions contain some emotion
• How best to create an emotional reaction to perhaps
  bring about behavioural change?
• Should some messages be presented in a counter-
  intuitive way to influence our emotions and choices?
• Human desire for reciprocity widely seen as strong and
  potentially very important in nudging social and
  economic behaviours
Messenger


              Ego                                      Incentives




                                                                    Social
Affectation
                                                                    Norms
                              Behavioural
                               Choices




   Commitment                                                  Defaults




                    Priming                 Salience
Self image
Ego
                                                 Self esteem
                                   Self-fulfilling expectations
we act in ways that make us feel
better about ourselves                   Self-attribution bias
                                         Group identification
Behaviours

• Cognitive – heuristics, mental rules of thumb that make
  decisions easier
• Chemical – the brain prefers actions with positive
  outcomes that release a feel good hit
• Social – acting as others do is easier and feels good
Visual perception and mental effort

• Priming, framing and anchoring provide ways in
  which smart marketing can change perceptions
  and influence the choices we make.
• We are all prone to visual illusions
• Subliminal messages can have powerful effects
• We tend to baulk at tasks that take intense
  mental effort – system 2 runs low!
Rationality and tricks of the mind
Loss aversion
• Emotional and perceptual asymmetries between
  losses and gains
   – Losses loom larger than gains
   – People go out of their way to avoid losses, but they
     would not bother to go out of their way to gain
     something
   – Diminished sensitivity to larger losses
• Linked to the endowment effect
   – People try to keep something that they consider is
     „theirs‟, even when it is quite arbitrarily given
Starbucks and Cutting Waste
Starbucks and Cutting Waste




1/ Charge customers 10 cents for every paper cup they
use i.e. List price $1.50 rises to $1.60

2/ Bring a reusable travel mug and get a 10 cent
discount on any Starbucks beverage, anytime List price
of $1.60 falls to $1.50 if a reusable mug is used
The Endowment Effect




                 Back in the 1950s, when the focal
                 practice of baking was displaced by
                 the advent of cake mix, Betty
                 Crocker learned quickly that it was
                 good business to make the mix not
                 quite complete. The baker felt better
                 about her cake if she was required
                 to add an egg to the mix
IKEA and the Endowment Effect




IKEA customers are
loyal to their self-
assembled furniture
because there is a
piece of them in it
Heuristics
• Heuristics are experience-based
  techniques that we apply to
  solving problems
   – Educated guesses
   – Rules of thumb
• Main heuristics are
   – Availability
   – Anchoring
   – Representativeness /
     similarity
   – Cognitive biases
      • Loss aversion
      • Status quo
Availability heuristic

• False estimation of risk
• Predicted frequency / likelihood of an event based on
  how easily an example can be brought to mind (saliency)
• Fear often exaggerates the likely danger
• Come up with some examples
Consider these two scenarios



• A massive flood
  somewhere in North
  America next year, in
  which more than
  1,000 people drown
Consider these two scenarios



• A massive flood         • An earthquake in
  somewhere in North        California sometime
  America next year, in     next year, causing a
  which more than           flood in which more
  1,000 people drown        than 1,000 people
                            drown
Consider these two scenarios



• A massive flood         • An earthquake in
  somewhere in North        California sometime
  America next year, in     next year, causing a
  which more than           flood in which more
  1,000 people drown        than 1,000 people
                            drown
Availability heuristic
Availability Heuristic
The Availability Heuristic

• Which has more?
  – 1) Words that begin with the letter "R"
  – 2) Words that have the letter "R“ in the third position
The Availability Heuristic

• Which has more?
  – 1) Words that begin with the letter “K"
  – 2) Words that have the letter “K“ in the third position
Availability heuristic

• Which has more?
  – Words that begin with the letter "R" or "K"
  – Words that have the letter "R" or "K" in the third
    position
• Answer
  – Words that have the letter "R" or "K" in the third
    position are more common.
  – There are three times as many words that have
    the letter "K" in the third position
Hyperbolic discounting and the zero
               price bias
• Which would you rather       • Which would you rather
  have?                          have?
• 50% off a new £20 shirt      • Receive a free £10 gift
  if you pay in cash             certificate
• 1.3% off a new £750          • Pay £7 for a £20 gift
  sofa                           certificate
• £10 off the price of a £80
  air ticket if you book
  online
Default behaviour

• Default
   – Sometimes known as status-quo bias
   – Which aspects of your life are default?
   – Default settings can become sticky
      • Computers and screensavers / sleep mode
      • TV schedules – watching one programme after
        another
      • Choices made in the supermarket
Bounded behaviour
• Bounded behaviour
   – People have limited time and capacity to weigh all relevant
     benefits and costs of a decision.
   – Added complexity can distort choice
• Bounded will-power
   – We tend to have more self-control “in the future” than now
• Bounded self-interest
   – We are often keen to engage in co-operative behaviour for
     the common interest and the common good
Which sequence of eight babies born in
    a local hospital is most likely?
In a lake, there is a patch of lily pads. Every
  day, the patch doubles in size. If it takes
  48 days for the patch to cover the entire
  lake, how long would it take for the patch
  to cover half of the lake?
Maternity Wards

• A town is served by two hospitals. In the larger hospital,
  about 45 babies are born each day, and 15 in the
  smaller hospital. You know that roughly 50% of babies
  born are boys, though may be higher or lower on a
  particular day. Over one year each hospital recorded the
  days on which more than 70% of babies born were boys.
• Which hospital recorded more such days?
   – LARGE or
   – SMALLER
Names for Children

• Mary‟s Father has 5 daughters.
• The first four are called:
• Sante
• Senti
• Sinto
• Sontu
• What do you think the fifth one is called?
Balls

• A baseball and bat together cost $11. The bat costs $10
  more than the ball. How much does the ball cost?
• Write down your answer.
Personality Disorder?

• Geoff is shy and withdrawn, invariably helpful, but with
  little interest in people. He is meek and tidy, and has a
  need for order and structure, and a passion for detail.
• Geoff is most likely to be?
• 1.   A Sheep Farmer
• 2.   A Salesman
• 3.   An Airline Pilot
• 4.   A Librarian
• 5.   A Novelist

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The surprising power of behavioural economics

  • 1. Behavioural Economics Economics Options Course Autumn 2012
  • 2. The surprising power of Free: Time Out magazine triples the readership it predicted when going free
  • 3. Students who use cash to pay for lunch tend to make healthier choices
  • 4. Econs v Humans • ECONS • HUMANS • Super-smart • Flawed • Rational • Biases in behaviour • Well defined preferences • Social animals • Self-interested / selfish • Emotional – hot and cold states • Utility maximizers • Not driven purely by a need to maximise their welfare • Lack of self-control - at the heart of many undesirable behaviours, such as overeating, overspending, and even overworking
  • 5. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 6. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 7. Beware the Messengers and Gurus • We can be heavily influenced by who communicates information to us • Expert bias – Expert witnesses in trials and in the media – The God complex and poor decision making • Media as the Messenger – e.g. The Daily Mail Project • Impact of peer effects and social networks
  • 8.
  • 9. As of February 2012, there have been seventy-nine known deaths since January 2007, though police have found no evidence to link the cases together. Of 25 people who killed themselves between January 2007 and February 2009, all but one died from hanging
  • 10.
  • 11.
  • 12.
  • 13.
  • 14. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 15. Incentives Matter! Incentives Magnitude Risk Type Timing Framing Attitudes Non Pay off Pay off in Financial Monetary now future Rewards Penalties Reciprocity Status Extrinsic Intrinsic
  • 16. Which do you prefer? £10 TODAY
  • 17. Which do you prefer? £10 TODAY £12 TOMORROW
  • 18. Which do you prefer? £10 IN A WEEK’S TIME
  • 19. Which do you prefer? £12 IN 8 DAYS £10 IN A WEEK’S TIME TIME
  • 21. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 23.
  • 24. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 25. Defaults Opt Out (France) Standard Organ practices Donation Natural order Opt In (UK) Non-working households Default Menu choices Choice Software settings Convenience Friday nights GP prescriptions
  • 26. Networks & Linkages The preferences of agents are not fixed, they evolve in many ways. Specifically, they can be altered directly by the behaviour of other agents We are dealing in general with systems of interacting agents which are out of equilibrium – complex systems Paul Ormerod
  • 27.
  • 28. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 29. Salience Our attention is drawn to what is novel and seems relevant to us
  • 30. Errors that affect you personally can completely change the rule of thumb that you use when driving – i.e. The risk of being caught by a speed camera
  • 31. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 32. Priming Behaviour affected by exposure to Sights Words Sensations Touch Smell Subliminal Images Objects messages
  • 33. Priming Priming explains how our recent experience influences our thoughts, feelings and behaviour. Small changes to the context of an experience can change the way we respond
  • 34.
  • 36. 1/ Was Gandhi younger than 60 when he died? (Yes or No?) 2/ Estimate Gandhi‟s age when he died (in years)
  • 37. A: The Price of a London Hotel Room a) Do you think the price of this room is less than or more than £250 per night (answer: Less / More) b) How much would you expect to pay for a night in this London hotel (write your answer in £s)
  • 38.
  • 40. 1/ Was Gandhi younger than 115 when he died? (Yes or No) 2/ Estimate Gandhi‟s age when he died (in years)
  • 41. B: The Price of a London Hotel Room a) Do you think the price of this room is less than or more than £70 per night (answer: Less / More) b) How much would you expect to pay for a night in this London hotel (write your answer in £s)
  • 42. 1/ Was Gandhi younger than 85 when he died? 2/ Estimate Gandhi‟s age when he died (in years) Gandhi died at the age of 78
  • 43. 1/ Was Gandhi younger than X when he died? 2/ Estimate Gandhi‟s age when he died (in years) Gandhi died at the age of 78
  • 44.
  • 45. Framing the cost of high street credit Which has most effect? Showing the repayment total or representative APR %?
  • 49. Social Persuasion: Facebook and organ donation (2012) Facebook‟s donor-registration strategy allows people to announce to their friends what they have done, encouraging them to become donors, too. Studies have shown how information about people‟s decisions to perform a public good can persuade others to follow suit
  • 50. Dominos and Electronic Pennies
  • 51. New York Taxis – Framing Tips! During payment, the user is presented with three default buttons for tipping: 20%, 25%, and 30%. When cabs were cash only, the average tip was roughly 10%. After the introduction of this system, the tip percentage jumped to 22%.
  • 52. Priming knowledge about price can have strong behavioural effects
  • 53. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 54. Nudging to change behaviour
  • 56. Commitment to change behaviour
  • 57. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 58. Affect • Emotional associations can powerfully shape our actions • All perceptions contain some emotion • How best to create an emotional reaction to perhaps bring about behavioural change? • Should some messages be presented in a counter- intuitive way to influence our emotions and choices? • Human desire for reciprocity widely seen as strong and potentially very important in nudging social and economic behaviours
  • 59. Messenger Ego Incentives Social Affectation Norms Behavioural Choices Commitment Defaults Priming Salience
  • 60. Self image Ego Self esteem Self-fulfilling expectations we act in ways that make us feel better about ourselves Self-attribution bias Group identification
  • 61. Behaviours • Cognitive – heuristics, mental rules of thumb that make decisions easier • Chemical – the brain prefers actions with positive outcomes that release a feel good hit • Social – acting as others do is easier and feels good
  • 62.
  • 63. Visual perception and mental effort • Priming, framing and anchoring provide ways in which smart marketing can change perceptions and influence the choices we make. • We are all prone to visual illusions • Subliminal messages can have powerful effects • We tend to baulk at tasks that take intense mental effort – system 2 runs low!
  • 64. Rationality and tricks of the mind
  • 65. Loss aversion • Emotional and perceptual asymmetries between losses and gains – Losses loom larger than gains – People go out of their way to avoid losses, but they would not bother to go out of their way to gain something – Diminished sensitivity to larger losses • Linked to the endowment effect – People try to keep something that they consider is „theirs‟, even when it is quite arbitrarily given
  • 67. Starbucks and Cutting Waste 1/ Charge customers 10 cents for every paper cup they use i.e. List price $1.50 rises to $1.60 2/ Bring a reusable travel mug and get a 10 cent discount on any Starbucks beverage, anytime List price of $1.60 falls to $1.50 if a reusable mug is used
  • 68. The Endowment Effect Back in the 1950s, when the focal practice of baking was displaced by the advent of cake mix, Betty Crocker learned quickly that it was good business to make the mix not quite complete. The baker felt better about her cake if she was required to add an egg to the mix
  • 69. IKEA and the Endowment Effect IKEA customers are loyal to their self- assembled furniture because there is a piece of them in it
  • 70. Heuristics • Heuristics are experience-based techniques that we apply to solving problems – Educated guesses – Rules of thumb • Main heuristics are – Availability – Anchoring – Representativeness / similarity – Cognitive biases • Loss aversion • Status quo
  • 71. Availability heuristic • False estimation of risk • Predicted frequency / likelihood of an event based on how easily an example can be brought to mind (saliency) • Fear often exaggerates the likely danger • Come up with some examples
  • 72. Consider these two scenarios • A massive flood somewhere in North America next year, in which more than 1,000 people drown
  • 73. Consider these two scenarios • A massive flood • An earthquake in somewhere in North California sometime America next year, in next year, causing a which more than flood in which more 1,000 people drown than 1,000 people drown
  • 74. Consider these two scenarios • A massive flood • An earthquake in somewhere in North California sometime America next year, in next year, causing a which more than flood in which more 1,000 people drown than 1,000 people drown
  • 77. The Availability Heuristic • Which has more? – 1) Words that begin with the letter "R" – 2) Words that have the letter "R“ in the third position
  • 78. The Availability Heuristic • Which has more? – 1) Words that begin with the letter “K" – 2) Words that have the letter “K“ in the third position
  • 79. Availability heuristic • Which has more? – Words that begin with the letter "R" or "K" – Words that have the letter "R" or "K" in the third position • Answer – Words that have the letter "R" or "K" in the third position are more common. – There are three times as many words that have the letter "K" in the third position
  • 80. Hyperbolic discounting and the zero price bias • Which would you rather • Which would you rather have? have? • 50% off a new £20 shirt • Receive a free £10 gift if you pay in cash certificate • 1.3% off a new £750 • Pay £7 for a £20 gift sofa certificate • £10 off the price of a £80 air ticket if you book online
  • 81. Default behaviour • Default – Sometimes known as status-quo bias – Which aspects of your life are default? – Default settings can become sticky • Computers and screensavers / sleep mode • TV schedules – watching one programme after another • Choices made in the supermarket
  • 82. Bounded behaviour • Bounded behaviour – People have limited time and capacity to weigh all relevant benefits and costs of a decision. – Added complexity can distort choice • Bounded will-power – We tend to have more self-control “in the future” than now • Bounded self-interest – We are often keen to engage in co-operative behaviour for the common interest and the common good
  • 83. Which sequence of eight babies born in a local hospital is most likely?
  • 84. In a lake, there is a patch of lily pads. Every day, the patch doubles in size. If it takes 48 days for the patch to cover the entire lake, how long would it take for the patch to cover half of the lake?
  • 85. Maternity Wards • A town is served by two hospitals. In the larger hospital, about 45 babies are born each day, and 15 in the smaller hospital. You know that roughly 50% of babies born are boys, though may be higher or lower on a particular day. Over one year each hospital recorded the days on which more than 70% of babies born were boys. • Which hospital recorded more such days? – LARGE or – SMALLER
  • 86. Names for Children • Mary‟s Father has 5 daughters. • The first four are called: • Sante • Senti • Sinto • Sontu • What do you think the fifth one is called?
  • 87. Balls • A baseball and bat together cost $11. The bat costs $10 more than the ball. How much does the ball cost? • Write down your answer.
  • 88. Personality Disorder? • Geoff is shy and withdrawn, invariably helpful, but with little interest in people. He is meek and tidy, and has a need for order and structure, and a passion for detail. • Geoff is most likely to be? • 1. A Sheep Farmer • 2. A Salesman • 3. An Airline Pilot • 4. A Librarian • 5. A Novelist