In these particular experiments I was being asked to engage in a probability  guessing experiment that required a lot of conscious thought, much like playing  a game of checkers or backgammon. Simultaneously, I was being presented with a  much more basic stimulus, which was that I was getting little sips of sugar  water. And there was a pattern to the sips of sugar water that my conscious  brain paid no attention to because I was trying to solve the more complicated  problem. But the unconscious part of my brain soon detected what was happening  with the sugar water. And the next thing I knew, I was pressing madly with my  right index finger to indicate that I had solved the problem, even though I had  no idea how I had done it. And it was simply that the pattern of sugar water had  started to repeat and that part of my brain recognized this repetition, while  the conscious part of my brain was still searching for a solution.
 That sort of thing goes on all the time in the financial markets. And  individual investors do it, and financial advisors too do it, without realizing  it. You may end up investing more in a particular stock because you saw the CEO  on TV and his necktie was your favorite color. It sounds absurd to think that  people would make financial decisions based on irrelevant factors like that but  they do. And the reason they do is that things like colors and sounds and smells  and tastes and associations with our past and with ourselves increase our  comfort and familiarity with a frightening world.
 These kinds of effects are everywhere, and they surround investors, and they  shape a lot of people's decision-making without their ever realizing it. The  reason I harp on this issue again and again is that the single most exciting  frontier in contemporary psychology is the exploration of these unconscious  biases and the fact that unconscious influences on our behavior can skew our  decisions in ways that are incredible to people.
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Because of that, it's especially important to have really good decision  structures. So the first thing is to have a checklist, and to study your past  decisions, and to study the decisions of the world's best investors, and learn  from your mistakes and theirs and come up with a set of criteria that every  investment has to meet in order to be eligible for inclusion in your portfolio.  I suggest a few in my book, but for individual investors, probably the most  important rule would be never buy an investment purely because it has been going  up in price, and never sell it purely because it has been going down.
 I would put the expense ratio first for mutual funds. I would say, I will  never consider a fund with expenses over X. And then I would probably factor in  portfolio turnover, I would factor in tax efficiency, I would put in a measure  of risk, and I would put performance dead last. In fact, I would also have a  decision rule that I can't actually look at the performance of the fund at all  until I've determined a short list of funds that passed all the other screens.  And only then would I look at performance. Because if you look at performance  first, it then becomes an unconscious bias, and it will skew your analysis of  everything else you look at. So you have to put performance dead last because  otherwise it would be first no matter where you happened to think you're ranking  it.
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Related book: Your Money and Your Brain