The Lenses That Shape Our World
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The Lenses That Shape Our World

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`White hat bias' (WHB) (bias leading to distortion of information in the service of what may be perceived to be righteous ends) is documented via quantitative data and anecdotal evidence from the research record regarding the postulated predisposing and ...
Scientific dialogue is dependent on fair and open presentation of data and evidence, yet recent years have raised concerns about bias in research practice. We present data and examples pertinent to a particular bias, a `white hat bias' (WHB), which we define to be bias leading to distortion of research-based information in the service of what may be perceived as righteous ends.
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Our analysis (Fig 1) shows a clear inverse association between study precision and association magnitude. This PB hallmark suggests that studies with statistically significant NSB findings are more likely to be published than are non-statistically significant ones. Interestingly, this bias appears to be present only for non-industry-funded research, suggesting that non-industry-funded scientists tend not to publish their non-significant associations in this area.
''We empathize more with Anne Frank than with a similar girl who was immediately arrested and sent to Auschwitz. Compared to other detentions, Anne Frank’s is an exception. Of course, the availability bias also plays a role. Anne Frank’s story is known worldwide through her diary. Most other detentions are forgotten and therefore not available to us.''
-Rolf Dobelli, The art of thinking clearly
''...the availability bias can lead into the false consensus effect. Whoever deliberates on a question can easily recall their conclusions (they are available). The person wrongly assumes that these findings will be as readily available to someone else. The self-serving bias also influences the false-consensus effect. Whoever wants to present something in a convincing manner does well to tell themselves that many (maybe even the majority) share their view and that their ideas will not fall on deaf ears. Philosophy deems the false-consensus effect “naive realism”: People are convinced that their positions are well thought out. Whoever fails to share their views will see the light if they reflect and open their minds sufficiently.''
-Rolf Dobelli, The art of thinking clearly
''What is more likely, that a seven-letter word randomly selected from a novel would end in ing or has the letter “n” as its sixth letter? This highlights both the availability bias and the conjunction fallacy. All seven-letter words ending with ing have the letter “n” as its sixth letter, but not all with the letter “n” as its sixth letter end in ing. Again, the driving force for the conjunction fallacy is the availability bias. Words ending with ing come to mind more easily.''
-Tversky and Kahneman, Extensional versus Intuitive Reasoning: The Conjunction Fallacy in Probability Judgment

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''...people have some information they can count well and they have other information much harder to count. So they make the decision based only on what they can count well. And they ignore much more important information because its quality in terms of numeracity is less—even though it’s very important in terms of reaching the right cognitive result. ...we try not to be like that. We have Lord Keynes’ attitude, which Warren quotes all the time: ‘We’d rather be roughly right than precisely wrong.’ In other words, if something is terribly important, we’ll guess at it rather than just make our judgment based on what happens to be easily countable.''
-Charlie Munger
''We attach too much likelihood to spectacular, flashy, or loud outcomes. Anything silent or invisible we downgrade in our minds. Our brains imagine showstopping outcomes more readily than mundane ones. We think dramatically, not quantitatively.''
''…people prefer information that is easy to obtain, be it economic data or recipes. They make decisions based on this information rather than on more relevant but harder-to-obtain information — often with disastrous results. … It is as if you were in a foreign city without a map, and then pulled out one for your hometown and simply used that. We prefer wrong information to no information. … What was it that Frank Sinatra sang — something about loving the girl I’m near when I’m not near the girl I love? A perfect example of the availability bias. Fend it off by spending time with people who think differently than you do—people whose experiences and expertise are different from yours. We require others’ input to overcome the availability bias.''
-Rolf Dobelli, The art of thinking clearly
''Are there more English words that start with a k or more words with k as its third letter? Answer: More than twice as many English words have k in the third position than start with a k. Why do most people believe the opposite is true? Because we can think of words beginning with a k more quickly. They are more available to our memory.
The availability bias says this: We create a picture of the world using the examples that most easily come to mind. This is idiotic, of course, because in reality, things don’t happen more frequently just because we can conceive of them more easily.''
-Rolf Dobelli, The art of thinking clearly