Showing posts with label rationality. Show all posts
Showing posts with label rationality. Show all posts

Thursday, August 18, 2011

Intuition - More Science from the Skeptic's Toolbox

From the TV sitcom Cheers:

Norm: Woody, do you believe in intuition?

Woody: No, though I have a strong feeling that someday I might.
Intuition is a very common decision making process, most of us at some time make use of our “gut instincts”. Often intuition is assumed to be the opposite of thoughtful rational thinking, and it is – however, sometimes our intuition serves us remarkably well.

Intuition is defined as “the direct perception of truth, fact, etc., independent of any reasoning process; immediate apprehension.” Where rational thinking can be slow, reflective and involve a lot of work, intuition can be applied quickly and with much less deliberation and cognitive investment. Intuition relies heavily upon perception; unfortunately our perceptions may often be false. Upon going with our gut, reasoning may then simply come into play in rationalizing our decisions. This causes us to use our cognition instead to support a bad decision based on the misperceived or incorrect observation.

However, studies of decision making based on intuition have shown that this rapid-fire and low cognitive cost thinking process can yield effective results. Over time much of our decision making is based on our previous experiences. For example, let’s say you need to determine how many gallons of paint will be required to paint your living room. Knowing the square footage each can of paint covers, you can measure the room and calculate the number of gallons required depending on the total surface area of wall to be painted. However, a professional painter may be able to more accurately predict the number of gallons required simply upon walking in and looking at the room. Here a low cognitive investment has yielded an accurate result.

The dangers with relying on intuition are obvious, however. Decisions can not only be rendered based on misperception, but also our cognitive bias’ can come into play as well. The implication is that intuition can be strongly influenced by wishful thinking; driving our decisions toward satisfying a possibly unconscious desire.

Here is where the importance of reasoning comes into play – humans are not well adapted to applying logic, probability, and decision theory without special training. More abstract problems are not easily linked to personal experience. It may also be subject to other outside influences such as peer pressure; the “Band Wagon” effect.

Consider, jury duty, for example. In a criminal trial the bar for rendering a guilty verdict is confidence “beyond a reasonable doubt”. I have served on juries where it was abundantly clear to me that some jurors took “reasonable doubt” to mean that they believed in their heart-and-soul that the accused was guilty. Yet when asked to justify their decision, they were unable to articulate any factual elements which supported their decision – they just “knew” the accused was guilty.

We all have been exposed to the differing responses expressed by different factions of public opinion from some of the more prominent criminal trials in recent history – from OJ Simpson to Casey Anthony, they illustrate the critical importance of distinguishing difference between intuition and rational thinking.
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References:
Intuition and Reasoning: A Dual-Process Perspective, Jonathan St B T Evans

Sunday, August 14, 2011

When Smart People Go Wrong

I attended the Skeptic’s Toolbox this year put on by the Center for Inquiry (CSI), an organization dedicated to promoting scientific inquiry and critical investigation of extraordinary claims.

The topic of focus this year was “How Smart People Go Wrong”. Society generally regards intelligence (IQ) as the measure of how “smart” people are. And yet, very intelligent people can often go very wrong in their thinking and behavior. One need only look at the supposedly smart investors who were suffered monumental financial losses by trusting their money to the likes of swindler, Bernie Madoff.

But history is replete with examples of smart people gone wrong. Take for example Sir Isaac Newton, who is credited with developing the most elemental foundation laws of physics, who essentially invented calculus and theorized (correctly) that light was composed of many different wavelengths (colors). And yet, this monumental genius devoted significant amounts of his time in the pursuit of Alchemy.

Then there is Alfred Russell Wallace, a contemporary of Charles Darwin who worked with equally strong conviction to support the Theory of Evolution. Yet this brilliant scientist also working tirelessly, attending and recording his observances at séances to promote what he held strongly was the validity of the spirit world and a “fourth dimension”.

Few of us don’t know about the legendary forensic detective, Sherlock Holmes, created out of the imagination of Sir. Arthur Conan Doyle. The mind that conjured up the brilliant intellectual detective, who used observation and science to solve crimes, was also a believer in spirits and fairies. So much was Conan Doyle a believer that two school girls from Cottingley England fooled the author, and many prominent scientists of the day, with their pictures of actual fairies taken in their garden with their father’s camera. Most interesting, even after the girls confessed that the fairies were merely cardboard cutouts, Doyle and others continued to believe in fairies.

So what is going on here? If intelligence is a measure of “smarts”, how is it that intelligent people can be so easily fooled? The answer is both complicated and multi-faceted. As it turns out, IQ is not necessarily the best or only measure of “smartness”. It is possible for intelligent people to not properly apply Reasoning Ability. Or to put it another way; if Intelligence is the measure of mental “capacity”, Reasoning is the process of employing that capacity. And often times we don’t do a good job of that; often because we take shortcuts.

Consider the following problem – try to answer it before reading the solution:
Jack is looking at Anne, but Anne is looking at George. Jack is married but George is not. Is a married person looking at an unmarried person?”

A) Yes ~ B) No ~ C) Cannot be determined?
As it turns out, more than 80% of people incorrectly answer the question “C”. The problem does not reveal if Anne is married or not, so people take the easiest inference without fully thinking through the problem; they are effectively being Cognitive Miser.

But if one applies reasoning the correct answer can be obtained: If Anne is married, then the correct answer is “A” – Anne is the married person looking at George who is unmarried. But if Anne is NOT married, the correct answer is still “A” – Jack who is married is looking at the unmarried Anne.

This type of thinking is called “Fully Disjunctive Reasoning" – it considers all the possibilities. Rather than accepting that we do not know Anne’s marital status, we instead consider the possibilities to determine the answer to the question. The suggestion that we do not have enough information causes us become Cognitive Misers, (Dysrationalia) and take the easy way out.

IQ tests are often employed as a measure of smartness, but to fully understand how smart someone is, tests measuring Dysrationalia provide a more widely encompassing measure.

Next: More from the Skeptic’s Toolbox and how Smart People Go Wrong.

Tuesday, April 7, 2009

Red means STOP

I consider myself a “rational” person – a “skeptic”, I put my faith in probability and the natural world. I am a member of the “Skeptics Society” and “Oregonians for Science and Reason”. I don’t believe in the supernatural be they UFOs, ghosts or God(s).

“Luck” is merely a perception; the personal attitude one takes regarding events that randomly happen in one’s life. Psychologists have studied luck and found that people’s perception of whether or not they are lucky can be altered by the way they look at it. All in all, good things and bad things happen to people in statistically predictable ways.

So all is in order in the universe and my outlook remains resolute and unbiased… except in one anomaly I cannot seem to reconcile: traffic lights.

You see, traffic lights somehow perceive my approach and turn red, forcing me to stop, with an uncanny regularity which I can only deduce are ordained directly against me. I notice, for example, if I am a passenger in a motor vehicle, the lights seem distinctly biased toward the green. However, if I am the driver, the light will invariably turn read as I approach.

My wife dismisses my belief; actually, she accuses me of being “irrational”. But I remain steadfast, as evidenced any time I need to be somewhere by a fixed period of time. My research further hypothesizes that the number of red traffic lights I encounter is inversely proportional to the amount of time required to reach my destination on time. In non-scientific terms; the more late I am for an appointment, the more of the traffic lights I encounter will be red.

My wife suggests I keep a notepad in the car on which to tally the number of red and green traffic lights I encounter on my journeys. I dismiss her suggestion – Why should I try to disprove what I already know to be true. Besides, I have lots and lots of time to think about this theory... while I am stopped at the many traffic lights on my way.