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Posts Tagged ‘decision making

“Wouldn’t economics make a lot more sense if it were based on how people actually behave, instead of how they should behave?”*…

Behavioral economics aims to accomplish exactly that. Its approach has been to catalogue the dozens of cognitive biases that stop us from acting “rationally.” Jason Collins argues that instead of building up a messier and messier picture of human behavior, we need a new model…

From the time of Aristotle through to the 1500s, the dominant model of the universe had the sun, planets, and stars orbiting around the Earth.

This simple model, however, did not match what could be seen in the skies. Venus appears in the evening or morning. It never crosses the night sky as we would expect if it were orbiting the Earth. Jupiter moves across the night sky but will abruptly turn around and go back the other way.

To deal with these ‘anomalies’, Greek astronomers developed a model with planets orbiting around two spheres. A large sphere called the deferent is centered on the Earth, providing the classic geocentric orbit. The smaller spheres, called epicycles, are centered on the rim of the larger sphere. The planets orbit those epicycles on the rim. This combination of two orbits allowed planets to shift back and forth across the sky.

But epicycles were still not enough to describe what could be observed. Earth needed to be offset from the center of the deferent to generate the uneven length of seasons. The deferent had to rotate at varying speeds to capture the observed planetary orbits. And so on. The result was a complicated pattern of deviations and fixes to this model of the sun, planets, and stars orbiting around the Earth.

Instead of this model of deviations and epicycles, what about an alternative model? What about a model where the Earth and the planets travel in elliptical orbits around the sun?

By adopting this new model of the solar system, a large collection of deviations was shaped into a coherent model. The retrograde movements of the planets were given a simple explanation. The act of prediction became easier as a model that otherwise allowed astronomers to muddle through became more closely linked to the reality it was trying to describe.

Behavioral economics today is famous for its increasingly large collection of deviations from rationality, or, as they are often called, “biases.” While useful in applied work, it is time to shift our focus from collecting deviations from a model of rationality that we know is not true. Rather, we need to develop new theories of human decision to progress behavioral economics as a science. We need heliocentrism… 

For a thoughtful critique of current thinking and a set of four “features” that might inform a new approach: “We don’t have a hundred biases, we have the wrong model,” from @jasonacollins.

* Dan Ariely, Predictably Irrational: The Hidden Forces That Shape Our Decisions

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As we dwell on decisions, we might spare a thought for someone who would probably have had little patience for ideas like these, Rose Friedman; she died on this date in 2009. A free-market economist, she was the wife and intellectual partner of Milton Friedman– a father of the “Chicago School” of neoclassical economic thought that underlies the neoliberlism so dominant of late [see here], of which behavioral economics is a corrective/critique– with whom she co-wrote papers and books (e.g., Free to Choose and Capitalism and Freedom) and co-founded EdChoice (formerly the Milton and Rose D. Friedman Foundation), with the aim of promoting the use of school vouchers and “freedom of choice” in education.

When her husband received his Medal of Freedom in 1988, President Ronald Reagan joked that Rose was known for being the only person to ever have won an argument against Milton.

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“There’s no idea in economics more beautiful than Arrow’s impossibility theorem”*…

Tim Harford unpack’s Kenneth Arrow‘s Impossibility Theorem (which feels a bit like a socio-economic “Monty Hall Problem“) and considers it’s implications…

… if any group of voters gets to decide one thing, that group gets to decide everything, and we prove that any group of decisive voters can be pared down until there’s only one person in it. That person is the dictator. Our perfect constitution is in tatters.

That’s Arrow’s impossibility theorem. But what does it really tell us? One lesson is to abandon the search for a perfect voting system. Another is to question his requirements for a good constitution, and to look for alternatives. For example, we could have a system that allows people to register the strength of their feeling. What about the person who has a mild preference for profiteroles over ice cream but who loathes cheese? In Arrow’s constitution there’s no room for strong or weak desires, only for a ranking of outcomes. Maybe that’s the problem.

Arrow’s impossibility theorem is usually described as being about the flaws in voting systems. But there’s a deeper lesson under its surface. Voting systems are supposed to reveal what societies really want. But can a society really want anything coherent at all? Arrow’s theorem drives a stake through the heart of the very idea. People might have coherent preferences, but societies cannot…

On choice, law, and the paradox at the heart of voting: “Arrow’s Impossibility Theorem,” from @TimHarford in @WhyInteresting. Eminently worth reading in full.

* Tim Harford

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As we contemplate collective choice, we might send grateful birthday greetings to the man who “wrote the book” on perspective, Leon Battista Alberti; he was born on this date in 1404.  The archetypical Renaissance humanist polymath, Alberti was an author, artist, architect, poet, priest, linguist, philosopher, cartographer, and cryptographer.  He collaborated with Toscanelli on the maps used by Columbus on his first voyage, and he published the the first book on cryptography that contained a frequency table.

But he is surely best remembered as the author of the first general treatise– Della Pictura (1434)– on the the laws of perspective, which built on and extended Brunelleschi’s work to describe the approach and technique that established the science of projective geometry… and fueled the progress of painting, sculpture, and architecture from the Greek- and Arabic-influenced formalism of the High Middle Ages to the more naturalistic (and Latinate) styles of Renaissance.

from Della Pictura

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