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Geoff Riley FRSA, Eton College and Tutor2u
Fly Beyond the AS Economics Syllabus
It is not only
Economists who can
be bad for you!
“EVERYTHING
THAT CAN BE
INVENTED HAS
BEEN
INVENTED”
Spokesman for the
US Patent office,
1899
“I THINK THERE IS A WORLD MARKET
FOR MAYBE FIVE COMPUTERS”
Thomas Watson, IBM Chairman 1943
“THEY COULDN’T HIT AN
ELEPHANT AT THIS DIST.......”
Last words of General Sedgwick,
Battle of Spotsylvania 1864
“The master-economist must possess
a rare combination of gifts ... He must
be a mathematician, historian,
statesman, philosopher – in some
degree.
He must understand symbols and
speak in words. He must contemplate
the particular in terms of the general
and touch abstract and concrete in
the same flight of thought.
No part of man’s nature of his
institutions must lie entirely outside
his regard. “
Keynes on the qualities of a master-economist
Challenges to Economic Orthodoxy
At a November
2008 visit to the
LSE the Queen
asked Luis
Garicano, an LSE
expert on
economics and
management:
“Why did no one
see it [the crisis]
coming?”
‱ Dogmatic belief in the efficiency of markets
‱ Perpetuating the myth of the rational maximizing
agent with perfect information
“Living in a neo-liberal world?” (Madonna)
“In the economist's
mind, people are
calculating rationalists,
merely seeking to
maximize their own
utility in a world of
perfect information,
and devoid of such
concepts as uncertainty,
mistrust, fear and
regret.”
Rory Sutherland
The human is far
less a rational
calculating
machine than a
kind of anxious,
moralizing, herd-
like, reciprocating,
image-conscious,
story-telling game
theorist.
The best quote on economics that I have ever read
‱ Humans are very
different from
Econs!
‱ Social
‱ Emotional
‱ Habitual
‱ Satisficers
‱ Lack self-control
‱ Many cognitive
biases in behaviour
At least nine major
schools of economics
1. Classical
2. Neoclassical
3. Marxist
4. Keynesian
5. Schumpeterian
6. Austrian
7. Institutionalist
8. Behaviouralist
9. Developmentalist
There are alternatives to what you have been taught
Relying on neo-
classical economics
is the equivalent of
using a very large
hammer!
Economic and Social
Problems are Complex
Economic and Social
Problems are Complex
Relying on neo-
classical economics
is the equivalent of
using a very large
hammer!
This is more likely to do
the job!
Heuristics
Network
Behaviour
Signalling
and Trust in
Markets
Heuristics
Heuristics
Rules of thumb
designed to get us
through life 



...
Heuristics
Rules of thumb
designed to get us
through life 



...
We often rely on our
gut instinct rather
than precise
measurement of cost
and benefit
Heuristics are used when catching a ball
1/ Fix eye on ball
2/ Start running
3/ Adjust your running until
the angle of gaze remains
constant









The Gaze Heuristic
Andy Haldane
Heuristics and financial
markets
“The Dog and the Frisbee” (Bank of England)
Which has more?
– 1) Words that
begin with the
letter “K"
Which has more?
– 1) Words that
begin with the
letter “K"
– 2) Words that
have the letter
“K“ in the 3rd
position
Which has more?
– 1) Words that
begin with the
letter “K"
Kinesthetic
Which has more?
– 1) Words that
begin with the
letter “K"
– 2) Words that
have the letter
“K“ in the 3rd
position Kinesthetic
Ark
‱ Which has more?
– 1) Words that
begin with the
letter “R"
– 2) Words that
have the letter
“R“ in the 3rd
position
‱ Which has more?
– 1) Words that
begin with the
letter “R"
Radio
‱ Which has more?
– 1) Words that
begin with the
letter “R"
– 2) Words that
have the letter
“R“ in the 3rd
position Radio
Aerial
‱ Answer
– Words with the
letter "R" or "K" in
the third position
are more common.
‱ Answer
– Words with the
letter "R" or "K" in
the third position
are more common.
–There are three
times as many
words that have
the letter “R" in the
third position
‱ Answer
– Words with the
letter "R" or "K" in
the third position
are more common.
–There are three
times as many
words that have
the letter “R" in the
third position
Aerial
Bark
Carpet
Dermatologist
Earmarked
Farmer
Which of these towns has the bigger population?
Slough
Plymouth
Which of these towns has the bigger population?
Slough
Plymouth
250,000
Which of these towns has the bigger population?
Slough
Plymouth
250,000
140,000
How to spot the terrorist at an airport
No heuristic pretends to
apply to everything, but
some heuristics work well
some of the time
I normally find what I need without scrolling down

“If nothing bad happened last time, do what I did last time.”
I don’t want the best burger in the world; I want a burger
like the one I had last time 











.
Nearly all people and businesses SATISFICE!
In a World of Uncertainty and Complexity, Instinct
Can Beat Analytical Thinking
Expert bias doesn’t always pay dividends!
Using heuristics
often leads to
better decisions
than the models of
“rational” decision-
making developed
by mathematicians
and statisticians.
Gerd Gigerenzer
Heuristics for uncertain financial markets
asset allocation
heuristic
= 1/n
i.e. allocate
money equally
to each of n
fundsGerd Gigerenzer
Heuristics for uncertain financial markets
Do not be impulsive
in data-rich
situations where
you should be
thoughtful; do not
be thoughtful in
data-poor situations
where you should
be intuitive
Gerd Gigerenzer
Heuristics can work well
some of the time but not
all of the time!
I’ll get good health advice from the Daily Express



.
I’ll get good health advice from the Daily Express



.
I’ll get good health advice from the Daily Express



.
I’ll get good health advice from the Daily Express



.
I’ll get good health advice from the Daily Express



.
I can tell instinctively how high a bridge is

.
I can tell instinctively how high a bridge is

.
If I post a letter by 4pm it tends to get there tomorrow
Life-affirming example of the power of heuristics
Network
Economics
Network dynamics vital in understanding behaviour
Will London Black Cabs still be dominant in 2017?
Will Facebook still be dominant in 2017?
Copying behaviour is intuitive in networks
A person often decides to change his or her
preferences simply on the basis of what others do
“We are going to Nando’s

..are you coming?”
Smart businesses mix economic & social incentives
Smart businesses mix economic & social incentives
Smart businesses mix economic & social incentives
But after my last purchase on Amazon 


.
“Trust is about
more than whether
you can leave your
house unlocked; it
is responsible for
the difference
between the
richest countries
and the poorest.”
Tim Harford
The economics of TRUST and SHARING
Great brands play capitalism’s “long game”
How much trust do you have in public figures?
Politicians Bankers
Technology Companies Doctors
How do you decide whether to trust a taxi driver?
How do you decide whether to trust a taxi driver?
Brand reputation Previous experiences “The Knowledge”
Referral Longevity Religious icons
How do you decide whether to trust a taxi driver?
Brand reputation Previous experiences “The Knowledge”
Referral Longevity Religious icons
How do you decide whether to trust a taxi driver?
Brand reputation Previous experiences “The Knowledge”
Referral Longevity Religious icons
How do you decide whether to trust a taxi driver?
Brand reputation Previous experiences “The Knowledge”
Referral Longevity Religious icons
How do you decide whether to trust a taxi driver?
Brand reputation Previous experiences “The Knowledge”
Referral Longevity Religious icons
How do you decide whether to trust a taxi driver?
Brand reputation Previous experiences “The Knowledge”
Referral Longevity Religious icons
When trust is low we make defensive purchases
Returns from the sharing and trusting economy
.
Social dimensions of the sharing economy

.
Social dimensions of the sharing economy

.
Heuristics
Network
Behaviour
Signalling
and Trust in
Markets
Accountants and
Actuaries
Accountants and
Actuaries
Lawyers
Accountants and
Actuaries
Lawyers
Contrarian Economists
Happy to help with UCAS
Advice and Extra Support
in your Economics!
G.riley@etoncollege.org.uk
@tutor2u_econ

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Heuristics, Networks and Trust - Moving Away from Standard Economics

  • 1. Geoff Riley FRSA, Eton College and Tutor2u Fly Beyond the AS Economics Syllabus
  • 2. It is not only Economists who can be bad for you!
  • 3. “EVERYTHING THAT CAN BE INVENTED HAS BEEN INVENTED” Spokesman for the US Patent office, 1899
  • 4. “I THINK THERE IS A WORLD MARKET FOR MAYBE FIVE COMPUTERS” Thomas Watson, IBM Chairman 1943
  • 5. “THEY COULDN’T HIT AN ELEPHANT AT THIS DIST.......” Last words of General Sedgwick, Battle of Spotsylvania 1864
  • 6. “The master-economist must possess a rare combination of gifts ... He must be a mathematician, historian, statesman, philosopher – in some degree. He must understand symbols and speak in words. He must contemplate the particular in terms of the general and touch abstract and concrete in the same flight of thought. No part of man’s nature of his institutions must lie entirely outside his regard. “ Keynes on the qualities of a master-economist
  • 7. Challenges to Economic Orthodoxy At a November 2008 visit to the LSE the Queen asked Luis Garicano, an LSE expert on economics and management: “Why did no one see it [the crisis] coming?”
  • 8. ‱ Dogmatic belief in the efficiency of markets ‱ Perpetuating the myth of the rational maximizing agent with perfect information “Living in a neo-liberal world?” (Madonna)
  • 9. “In the economist's mind, people are calculating rationalists, merely seeking to maximize their own utility in a world of perfect information, and devoid of such concepts as uncertainty, mistrust, fear and regret.” Rory Sutherland
  • 10. The human is far less a rational calculating machine than a kind of anxious, moralizing, herd- like, reciprocating, image-conscious, story-telling game theorist. The best quote on economics that I have ever read
  • 11. ‱ Humans are very different from Econs! ‱ Social ‱ Emotional ‱ Habitual ‱ Satisficers ‱ Lack self-control ‱ Many cognitive biases in behaviour
  • 12. At least nine major schools of economics 1. Classical 2. Neoclassical 3. Marxist 4. Keynesian 5. Schumpeterian 6. Austrian 7. Institutionalist 8. Behaviouralist 9. Developmentalist There are alternatives to what you have been taught
  • 13. Relying on neo- classical economics is the equivalent of using a very large hammer! Economic and Social Problems are Complex
  • 14. Economic and Social Problems are Complex Relying on neo- classical economics is the equivalent of using a very large hammer! This is more likely to do the job!
  • 17. Heuristics Rules of thumb designed to get us through life 



...
  • 18. Heuristics Rules of thumb designed to get us through life 



... We often rely on our gut instinct rather than precise measurement of cost and benefit
  • 19. Heuristics are used when catching a ball
  • 20. 1/ Fix eye on ball 2/ Start running 3/ Adjust your running until the angle of gaze remains constant








 The Gaze Heuristic
  • 21. Andy Haldane Heuristics and financial markets “The Dog and the Frisbee” (Bank of England)
  • 22. Which has more? – 1) Words that begin with the letter “K"
  • 23. Which has more? – 1) Words that begin with the letter “K" – 2) Words that have the letter “K“ in the 3rd position
  • 24. Which has more? – 1) Words that begin with the letter “K" Kinesthetic
  • 25. Which has more? – 1) Words that begin with the letter “K" – 2) Words that have the letter “K“ in the 3rd position Kinesthetic Ark
  • 26. ‱ Which has more? – 1) Words that begin with the letter “R" – 2) Words that have the letter “R“ in the 3rd position
  • 27. ‱ Which has more? – 1) Words that begin with the letter “R" Radio
  • 28. ‱ Which has more? – 1) Words that begin with the letter “R" – 2) Words that have the letter “R“ in the 3rd position Radio Aerial
  • 29. ‱ Answer – Words with the letter "R" or "K" in the third position are more common.
  • 30. ‱ Answer – Words with the letter "R" or "K" in the third position are more common. –There are three times as many words that have the letter “R" in the third position
  • 31. ‱ Answer – Words with the letter "R" or "K" in the third position are more common. –There are three times as many words that have the letter “R" in the third position Aerial Bark Carpet Dermatologist Earmarked Farmer
  • 32. Which of these towns has the bigger population? Slough Plymouth
  • 33. Which of these towns has the bigger population? Slough Plymouth 250,000
  • 34. Which of these towns has the bigger population? Slough Plymouth 250,000 140,000
  • 35. How to spot the terrorist at an airport
  • 36. No heuristic pretends to apply to everything, but some heuristics work well some of the time
  • 37. I normally find what I need without scrolling down

  • 38. “If nothing bad happened last time, do what I did last time.”
  • 39. I don’t want the best burger in the world; I want a burger like the one I had last time 











.
  • 40. Nearly all people and businesses SATISFICE!
  • 41.
  • 42. In a World of Uncertainty and Complexity, Instinct Can Beat Analytical Thinking
  • 43. Expert bias doesn’t always pay dividends! Using heuristics often leads to better decisions than the models of “rational” decision- making developed by mathematicians and statisticians. Gerd Gigerenzer
  • 44. Heuristics for uncertain financial markets asset allocation heuristic = 1/n i.e. allocate money equally to each of n fundsGerd Gigerenzer
  • 45. Heuristics for uncertain financial markets Do not be impulsive in data-rich situations where you should be thoughtful; do not be thoughtful in data-poor situations where you should be intuitive Gerd Gigerenzer
  • 46. Heuristics can work well some of the time but not all of the time!
  • 47.
  • 48. I’ll get good health advice from the Daily Express



.
  • 49. I’ll get good health advice from the Daily Express



.
  • 50. I’ll get good health advice from the Daily Express



.
  • 51. I’ll get good health advice from the Daily Express



.
  • 52. I’ll get good health advice from the Daily Express



.
  • 53. I can tell instinctively how high a bridge is

.
  • 54. I can tell instinctively how high a bridge is

.
  • 55. If I post a letter by 4pm it tends to get there tomorrow
  • 56.
  • 57. Life-affirming example of the power of heuristics
  • 59.
  • 60. Network dynamics vital in understanding behaviour
  • 61. Will London Black Cabs still be dominant in 2017?
  • 62. Will Facebook still be dominant in 2017?
  • 63. Copying behaviour is intuitive in networks
  • 64. A person often decides to change his or her preferences simply on the basis of what others do
  • 65. “We are going to Nando’s

..are you coming?”
  • 66. Smart businesses mix economic & social incentives
  • 67. Smart businesses mix economic & social incentives
  • 68. Smart businesses mix economic & social incentives
  • 69. But after my last purchase on Amazon 


.
  • 70. “Trust is about more than whether you can leave your house unlocked; it is responsible for the difference between the richest countries and the poorest.” Tim Harford The economics of TRUST and SHARING
  • 71. Great brands play capitalism’s “long game”
  • 72. How much trust do you have in public figures? Politicians Bankers Technology Companies Doctors
  • 73. How do you decide whether to trust a taxi driver?
  • 74. How do you decide whether to trust a taxi driver? Brand reputation Previous experiences “The Knowledge” Referral Longevity Religious icons
  • 75. How do you decide whether to trust a taxi driver? Brand reputation Previous experiences “The Knowledge” Referral Longevity Religious icons
  • 76. How do you decide whether to trust a taxi driver? Brand reputation Previous experiences “The Knowledge” Referral Longevity Religious icons
  • 77. How do you decide whether to trust a taxi driver? Brand reputation Previous experiences “The Knowledge” Referral Longevity Religious icons
  • 78. How do you decide whether to trust a taxi driver? Brand reputation Previous experiences “The Knowledge” Referral Longevity Religious icons
  • 79. How do you decide whether to trust a taxi driver? Brand reputation Previous experiences “The Knowledge” Referral Longevity Religious icons
  • 80. When trust is low we make defensive purchases
  • 81. Returns from the sharing and trusting economy
.
  • 82. Social dimensions of the sharing economy

.
  • 83. Social dimensions of the sharing economy

.
  • 85.
  • 86.
  • 90.
  • 91. Happy to help with UCAS Advice and Extra Support in your Economics! G.riley@etoncollege.org.uk @tutor2u_econ

Hinweis der Redaktion

  1. Many bridges still have height max signs at the front 

. Hindsight bias 
. Not a very good idea
  2. Copying behaviour by agents is intuitive and widespread – it is often rational to copy the behaviour of others
  3. I have responded a lot to this reminder 
. But the last time I made a purchase 
.
  4. Trust
  5. On average apartments on Airbnb are 21 per cent cheaper than hotels in most major US cities, according to a Priceonomics study
  6. On average apartments on Airbnb are 21 per cent cheaper than hotels in most major US cities, according to a Priceonomics study
  7. In this short presentation we will look at a small number of behavioural ideas that try to capture the reality and complexity of modern markets and economies. These are: Heuristics Network effects Herd behaviour
  8. Some suggestions for enrichment reading in the summer of 2014