What do we mean by ‘social networks’?
‘Real world’ networks of friends, families,
How does clapping evolve at the end of a
people differ in their degree of enthusiasm for the
but we all hear what others are doing
may look bad to stop when everyone else is still
but few people want to be the last one to stop
Typical time path of sound intensity of applause
How does volatility in financial markets
traders differ in their enthusiasm for the prospects of a
but they all see what others are doing
it may be bad to stop buying when everyone else is
but it may be just as bad to stop selling when everyone
Essentially based on a view that decisions are made rationally by people,
Agents respond to incentives, and incentives are in turn mainly based on
Not without some success, but limited in what it can actually achieve
Behavioural economics is essentially a smarter and
But it is still based on the idea of ‘agents’ deciding in
Networks recognise that agents can be influenced
A wide variety of behavioural motives for this, but for
shorthand description, call this ‘copying’
Can magnify the effect of any initial change caused by
Network structure becomes an additional policy
instrument; different types of structure are more/less resistant to ‘cascades’ of value change
But can also offset the effect of any initial change
And may increase the uncertainty of any change in
Salganik, Dodds, Watts, ‘Experimental study of
inequality and unpredictability in an artificial cultural market’, Science, 2006
Students downloaded previously unknown songs either
with or without knowledge of previous participants' choices
Number of downloads of each of the 48 songs
Downloads relative to the normalised mean of 100
Number of downloads of each of the 48 songs
Downloads relative to the normalised mean of 100
Successful policy making is very difficult
The first step to better policy making is better understanding
A key reason for many failures is the failure to recognise
that networks, values, are a key driving factor
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TRATAMIENTO DE LA HIPERTENSION PULMONAR PRIMARIA: Ramón Nicasio Herrera1, Julio Argentino Miotti2, Héctor Lucas Luciardi3, Silvia Graciela Ragone4 La hipertensión pulmonar primaria (HPP) es una Actividad física y estilo de vida: El ejercicio enfermedad infrecuente, progresiva y fatal, para lapuede agravar los síntomas de los pacientes concual pocas terapéuticas son efectivas