Wednesday, June 03, 2009

Dunning-Kruger Effect

Dunning-Kruger effect - Wikipedia, the free encyclopedia

As Darwin put it, "ignorance more frequently begets confidence than does knowledge". The Dunning-Kruger (DK) study seems to prove it and shows the following:
  1. Incompetent individuals tend to overestimate their own level of skill.
  2. Incompetent individuals fail to recognize genuine skill in others.
  3. Incompetent individuals fail to recognize the extremity of their inadequacy.
  4. If they can be trained to substantially improve their own skill level, these individuals can recognize and acknowledge their own previous lack of skill.
We **ALL** fall prey to this, since we are OFTEN incompetent!  In fact, for ALL of us, our areas of incompetence VASTLY exceed those areas we are competent, and the worst problem tends to be those areas where we are "unconsciously incompetent". We are too stupid to know that we don't know!

I believe the greater the intelligence of a person and lower their formal training, the worse the DK problem is likely to be. Why? Because formal training is going to teach some level of humility, no matter how intelligent you are. In formal training you WILL find out there are things that you thought you knew but didn't. Some things will be counterintuitive and downright HARD for you even though you are normally bright. These discoveries will tend to teach at least a little humility, so it will be more possible to realize the dangers of "unconscious incompetence" and avoid some DK effects.

If you are more intelligent than the average person, you can commonly "make something up" that will sound plausible to all but the more intelligent or the better trained in some area that you happen to drift into. Even worse, if you couple high intelligence with argumentative ability, you are likely to intimidate even those who really DO know from pointing it out since you will STILL be hard to argue with / convince. (If you are REALLY bad, you will just call them "racist" if they point out where you are wrong!)

A near certain sign of a vast level of ignorance and high level of the DK  effect is the belief  that "Someone that was "smart" could explain this to me SIMPLY (meaning "simple" to the person that wants the explanation)". Often this comes with the corollary that "If it can't be explained (to the person) "simply", NOBODY  understands it very well and all views (certainly MINE!) are pretty much "equal"".  (the simple answer to this is Quantum Physics -- even guys like Feynman said that if you weren't confused, you REALLY didn't understand it!)

The core of this idea is viewing ones self as the center of the universe to an extraordinary degree -- why is it that all phenomena ought to be easily explainable to YOU (if indeed to ANYONE)? It is a piece of unfounded faith that shows extreme ignorance coupled with hubris, but remember, it is very possible to couple extreme ignorance with high intelligence. Narcissists are often exactly this case -- convinced they are the only one that really matters, and their special knowledge, opinion and perspective is really the only one that counts! (Obama may be the greatest example of this in history!)

High Dunning-Kruger and great communication skills is especially dangerous. "See Obama". Note, Reagan had great communications skills, but very low DK -- he clearly knew what he didn't know and acted accordingly. Bush had poor communications skills, and I'd argue a low DK problem as well -- he also was willing to bring in expertise that he knew exceeded his and support them. BO has no clue about economics, mideast history, running car companies, what it takes to win against terrorists, or apparently even Constitutional Law, which was SUPPOSED to be his specialty!  -- but no matter. He is absolutely convinced he can do all of them because he has a law degree from Harvard and worked as a Community Organizer for awhile!

Very much thought about this and the term "chilling" doesn't really do it justice!



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