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Wednesday, March 18, 2020

Why the ignorant think they’re experts(The Dunning-Kruger effect)

“The fool doth think he is wise, but the wise man knows himself to be a fool,” wrote Shakespeare in As You Like It. Little did he know, but this line perfectly encapsulates the spirit of the Dunning-Kruger effect.


The Dunning-Kruger effect is a type of cognitive bias in which people believe that they are smarter and more capable than they really are. Essentially, low ability people do not possess the skills needed to recognize their own incompetence. The combination of poor self-awareness and low cognitive ability leads them to overestimate their own capabilities.

The term lends a scientific name and explanation to a problem that many people immediately recognize—that fools are blind to their own foolishness. As Charles Darwin wrote in his book The Descent of Man, "Ignorance more frequently begets confidence than does knowledge."

An Overview of the Dunning-Kruger Effect
This phenomenon is something you have likely experienced in real life, perhaps around the dinner table at a holiday family gathering. Throughout the course of the meal, a member of your extended family begins spouting off on a topic at length, boldly proclaiming that he is correct and that everyone else's opinion is stupid, uninformed, and just plain wrong. It maybe plainly evident to everyone in the room that this person has no idea what he is talking about, yet he prattles on, blithely oblivious to his own ignorance.

The effect is named after researchers David Dunning and Justin Kruger, the two social psychologists who first described it. In their original study on this psychological phenomenon, they performed a series of four investigations.

People who scored in the lowest percentiles on tests of grammar, humour, and logic also tended to dramatically overestimate how well they had performed (their actual test scores placed them in the 12th percentile, but they estimated that their performance placed them in the 62nd percentile).

The Research
In one experiment, for example, Dunning and Kruger asked their 65 participants to rate how funny different jokes were. Some of the participants were exceptionally poor at determining what other people would find funny—yet these same subjects described themselves as excellent judges of humour.

Incompetent people, the researchers found, are not only poor performers, but they are also unable to accurately assess and recognize the quality of their own work. This is the reason why students who earn failing scores on exams sometimes feel that they deserved a much higher score. They overestimate their own knowledge and ability and are incapable of seeing the poorness of their performance.

Low performers are unable to recognize the skill and competence levels of other people, which is part of the reason why they consistently view themselves as better, more capable, and more knowledgeable than others.

"In many cases, incompetence does not leave people disoriented, perplexed, or cautious," wrote David Dunning in an article for Pacific Standard. "Instead, the incompetent are often blessed with an inappropriate confidence, buoyed by something that feels to them like knowledge."

This effect can have a profound impact on what people believe, the decisions they make, and the actions they take. In one study, Dunning and Ehrlinger found that women performed equally to men on a science quiz, and yet women underestimated their performance because they believed they had less scientific reasoning ability than men. The researchers also found that as a result of this belief, these women were more likely to refuse to enter a science competition.

Dunning and his colleagues have also performed experiments in which they ask respondents if they are familiar with a variety of terms related to subjects including politics, biology, physics, and geography. Along with genuine subject-relevant concepts, they interjected completely made-up terms.

In one such study, approximately 90 per cent of respondents claimed that they had at least some knowledge of the made-up terms. Consistent with other findings related to the Dunning-Kruger effect, the more familiar participants claimed that they were with a topic, the more likely they were to also claim they were familiar with the meaningless terms. As Dunning has suggested, the very trouble with ignorance is that it can feel just like expertise.

Causes of the Dunning-Kruger Effect
So what explains this psychological effect? Are some people simply too dense, to be blunt, to know how dim-witted they are? Dunning and Kruger suggests that this phenomenon stems from what they refer to as a "dual burden." People are not only incompetent; their incompetence robs them of the mental ability to realize just how inept they are.

Incompetent people tend to:

Overestimate their own skill levels
Fail to recognize the genuine skill and expertise of other people
Fail to recognize their own mistakes and lack of skill
Dunning has pointed out that the very knowledge and skills necessary to be good at a task are the exact same qualities that a person needs to recognize that they are not good at that task. So if a person lacks those abilities, they remain not only bad at that task but ignorant to their own inability.

An Inability to Recognize Lack of Skill and Mistakes
Dunning suggests that deficits in skill and expertise create a two-pronged problem. First, these deficits cause people to perform poorly in the domain in which they are incompetent. Secondly, their erroneous and deficient knowledge makes them unable to recognize their mistakes.
The Dunning-Kruger effect is as follows: "People with low skill levels draw wrong conclusions and make wrong decisions, but are unable to make mistakes because of their low skill levels".

This means: a lack of understanding of mistakes made leads to a belief in one's own correctness and, consequently, to increased confidence in one's own decisions and in oneself, as well as to an awareness of one's own superiority.

Thus, the Dunning-Kruger effect is a psychological paradox that we all often face in life: less competent people see themselves as professionals, while more competent people tend to doubt themselves and their abilities. The lower the skill level, the higher the self-confidence.
At beginning of their research, Dunning and Kruger called Charles Darwin's famous statement:
"Ignorance breeds confidence more often than knowledge" and Bertrand Russell: "It is one of the unfortunate things of our time that those who are confident are stupid, and those who have imagination or understanding are full of doubt and indecision

A Lack of Metacognition
The Dunning-Kruger effect is also related to difficulties with metacognition, or the ability to step back and look at one's own behaviour and abilities from outside of oneself. People can often only evaluate themselves from their own limited and highly subjective point of view. From this limited perspective, they seem highly skilled, knowledgeable, and superior to others. Because of this, people sometimes struggle to have a more realistic view of their abilities.

A Little Knowledge Can Lead to Overconfidence

Another contributing factor is that sometimes a tiny bit of knowledge on a subject can lead people to mistakenly believe that they know everything about it. As the old saying goes, a little bit of knowledge can be a dangerous thing. A person might have the slimmest bit of awareness about a subject, yet thanks to the Dunning-Kruger effect, believe that he or she is an expert.

Other factors that can contribute to the effect include our use of heuristics, mental shortcuts that allow us to make decisions quickly, and our tendency to seek out patterns even where none exist. Our minds are primed to try to make sense of the disparate array of information we deal with on a daily basis. As we try to cut through the confusion and interpret our own abilities and performance within our individual worlds, it is perhaps not surprising that we sometimes fail so completely to accurately judge how well we do.

Who Is Affected by the Dunning-Kruger Effect?
So who is affected by the Dunning-Kruger effect? Unfortunately, we all are. This is because no matter how informed or experienced we are, everyone has areas in which they are uninformed and incompetent. You might be smart and skilled in many areas, but no one is an expert at everything.

The reality is that everyone is susceptible to this phenomenon, and most of us experience it with surprising regularity. People who are genuine experts in one area may mistakenly believe that their intelligence and knowledge carry over into other areas in which they are less familiar. A brilliant scientist, for example, might be a very poor writer. For scientists to recognise their lack of skill, they need to possess a good working knowledge of things such as grammar and composition. Because those are lacking, the scientist in this example cannot also recognize their own poor performance.

The Dunning-Kruger effect is not synonymous with low IQ. As awareness of the term has increased, its misapplication as a synonym for "stupid" has also grown. It is, after all, easy to judge others and believe that such things simply do not apply to you.

So if the incompetent tend to think they are experts, what do genuine experts think of their own abilities? Dunning and Kruger found that those at the high end of the competence spectrum held more realistic views of their knowledge and capabilities. However, these experts tended to underestimate their abilities relative to how others did.

Essentially, these top-scoring individuals know that they are better than the average, but they are not convinced of how superior their performance is compared to others. The problem, in this case, is not that experts don't know how well-informed they are; they tend to believe that everyone else is also knowledgeable.

Is There Any Way to Overcome the Dunning-Kruger Effect?
So is there anything that can minimize this phenomenon? Is there a point at which the incompetent actually recognize their own ineptitude? "We are all engines of misbelief," Dunning has suggested. While we are all prone to experiencing the Dunning-Kruger effect, learning more about how the mind works and the mistakes we are all susceptible to might be one step toward correcting such patterns.

Dunning and Kruger suggest that as experience with a subject increases, confidence typically declines to more realistic levels. As people learn more about the topic of interest, they recognise their lack of knowledge and ability. Then as people gain more information and become experts on a topic, their confidence levels begin to improve again.

So what can you do to gain a more realistic assessment of your abilities in a particular area if you are not sure you can trust your self-assessment?

Keep learning and practising. Instead of assuming you know all there is to know about a subject, keep digging deeper. Once you gain greater knowledge of a topic, you will more likely recognize how much there is still to learn. This can combat the tendency to assume you’re an expert, even if you're not.
Ask other people how you're doing. Another effective strategy involves asking others for constructive criticism. While it can sometimes be difficult to hear, such feedback can provide valuable insights into how others perceive your abilities.
Question what you know. Even as you learn more and get feedback, it can be easy to only pay attention to things that confirm what you think you already know. This is another type of psychological bias known as confirmation bias. To minimize this tendency, keep challenging your beliefs and expectations. Seek out information that challenges your ideas.

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