Showing posts with label Nobel Prize. Show all posts
Showing posts with label Nobel Prize. Show all posts

Friday, 17 August 2012

Book Review - Thinking, Fast and Slow

 

Daniel Kahneman is a world-renowned psychologist who won the Nobel Prize for Economics in 2002 for his contribution to behavioural economics. Thinking, Fast and Slow is his summary of his lifetime's work into understanding the human brain - it is required reading for anyone who wishes to understand how we make decisions. Kahneman effortlessly keeps you gripped as he conducts his whistle-stop tour of your mind. Reading this will improve how you understand the decision-making process, and might just help you make better decisions in future. Leaders take note!

The title comes from the way psychologists separate brain functions: two systems are in operation, one is incredibly fast but prone to making errors, while the other is more accurate but slower and lazier. Kahneman reveals how the interaction of these systems results in systematic errors in our thinking and quirks in our decision-making.

For example, we have a fantastic tendency to fail to look beyond the obvious. Kahneman uses the phrase 'What you see is all there is' to describe our thinking so often he actually shortens it to WYSIATI. His expertise combined with a wonderful turn of phrase results in highly enjoyable quotes, such as:

"Our comforting conviction that the world makes sense rests on a secure foundation: our almost unlimited ability to ignore our ignorance."

However, just because Daniel Kahneman has written something doesn't make it true. There are alternative theories (certainly within behavioural economics) worthy of equal attention that don't make the book. Those interested in behavioural economics should not rely on Thinking, Fast and Slow alone. Although, a really nice touch is that the two main papers for which Kahneman received his Nobel Prize are reproduced at the back for those who are really interested.

Given the sheer quantity of material packed into the 400+ pages it may take a while to digest, but don't let that put you off - it's well-worth a read. I thoroughly recommend Thinking, Fast and Slow.



Genre: Psychology
Accessibility: 7/10
Accuracy: 8/10
Readability: 8/10
Usefulness: 10/10
Verdict: Required Reading

Monday, 21 May 2012

Opposition - The Imperial March

"There are ongoing disputes about what economics should learn from experimental results, about whether (or in what sense) economic theory can be tested in laboratory experiments, and about how far traditional theory needs to be adapted in the light of experimental results."

- Bardsley et al. (2010, p.1)

The Nottingham lab - http://www.nottingham.ac.uk/~lezorsee/img/lab.jpg


I've recently being doing some research into common objections to the use of experiments in economics. Here follows a brief summary...

Bardsley et al. (2010, p.9) explain a paper by Ken Binmore (1999): "Economic theory, he argues, can reasonably be expected to apply only under particular conditions..." (i.e. putting people in a special room and telling them they can't communicate with anyone else is unrealistic).

Bardsley et al. (2010, p.10) also summarise a paper by Steven Levitt (Freakanomics co-author) and John List (2007): "Levitt and List point out that, in many of the environments studied by economists, decision makers are not a representative sample of the population." (i.e. stock brokers are not stock brokers because they got chosen at random, but because they want to be stock brokers and are good at it). A potential problem as economists tend to select their subjects at random, rather than specially get in stock brokers etc.


http://bellarmine2.lmu.edu/econlab/inside.jpg

Vernon Smith (Nobel prize winner) notes a different issue with experiments. By their very nature experiments have underlying assumptions. These assumptions can always be contested (not always legitimately). Thus any experimental conclusion can be contested. This "denies the possibility of direct falsification of any specific testable implication of a theory" (1994, p.127).

On a related note, according to Alvin Roth (1988, p.1023) "the major pitfall to be aware of here is that... there is room for an experimenter's prior beliefs about the likely outcome of the experiment to influence the outcome, through these design decisions."

Roth concludes that "The danger is of inadvertently reading experimental evidence as supporting an overly general conclusion on observations made in special cases." (p.1023)

Despite all this, many of the above objections can be answered (another blog etc etc). Therefore, I still believe that experiments can shed valuable light upon economic theories. And by dealing with the citicisms experimental economics improves in both accuracy and validity. Obviously there are flaws (as with any method of study), but let's not throw the baby out with the over-used metaphor.


Recommended listening:
The Imperial March by John Williams




Key references:

Bardsley, N., R. Cubitt, G. Loomes, P. Moffatt, C. Starmer and R. Sugden (2010)  Experimental Economics: Rethinking the Rules  
Smith, V. L. (1994) "Economics in the Laboratory" Journal of Economic Perspectives, 8, 113-31 

Roth, A. (1988)  "Laboratory Experimentation in Economics: A Methodological Overview", Economic Journal,  974-1031.