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The Dunning–Kruger effect is a cognitive bias in which people with limited competence in a particular domain overestimate their abilities. It was first described by Justin Kruger and David Dunning in 1999. Some researchers also include the opposite effect for high performers: their tendency to underestimate their skills. In popular culture, the Dunning–Kruger effect is often misunderstood as a claim about general overconfidence of people with low intelligence instead of specific overconfidence of people unskilled at a particular task. Numerous similar studies have been done. The Dunning–Kruger effect is usually measured by comparing self-assessment with objective performance. For example, participants may take a quiz and estimate their performance afterward, which is then compared to their actual results. The original study focused on logical reasoning, grammar, and social skills. Other studies have been conducted across a wide range of tasks. They include skills from fields such as business, politics, medicine, driving, aviation, spatial memory, examinations in school, and literacy. There is disagreement about the causes of the Dunning–Kruger effect. According to the metacognitive explanation, poor performers misjudge their abilities because they fail to recognize the qualitative difference between their performances and the performances of others. The statistical model explains the empirical findings as a statistical effect in combination with the general tendency to think that one is better than average. Some proponents of this view hold that the Dunning–Kruger effect is mostly a statistical artifact. The rational model holds that overly positive prior beliefs about one's skills are the source of false self-assessment. Another explanation claims that self-assessment is more difficult and error-prone for low performers because many of them have very similar skill levels. There is also disagreement about where the effect applies and about how strong it is, as well as about its practical consequences. Inaccurate self-assessment could potentially lead people to making bad decisions, such as choosing a career for which they are unfit, or engaging in dangerous behavior. It may also inhibit people from addressing their shortcomings to improve themselves. Critics argue that such an effect would have much more dire consequences than what is observed. Definition The Dunning–Kruger effect is defined as the tendency of people with low ability in a specific area to give overly positive assessments of this ability. This is often seen as a cognitive bias, i.e. as a systematic tendency to engage in erroneous forms of thinking and judging. In the case of the Dunning–Kruger effect, this applies mainly to people with low skill in a specific area trying to evaluate their competence within this area. The systematic error concerns their tendency to greatly overestimate their competence, i.e. to see themselves as more skilled than they are. The Dunning–Kruger effect is usually defined specifically for the self-assessments of people with a low level of competence. But some theorists do not restrict it to the bias of people with low skill, also discussing the reverse effect, i.e., the tendency of highly skilled people to underestimate their abilities relative to the abilities of others. In this case, the source of the error may not be the self-assessment of one's skills, but an overly positive assessment of the skills of others. This phenomenon can be understood as a form of the false-consensus effect, i.e., the tendency to "overestimate the extent to which other people share one's beliefs, attitudes, and behaviours". Some researchers include a metacognitive component in their definition. In this view, the Dunning–Kruger effect is the thesis that those who are incompetent in a given area tend to be ignorant of their incompetence, i.e., they lack the metacognitive ability to become aware of their incompetence. This definition lends itself to a simple explanation of the effect: incompetence often includes being unable to tell the difference between competence and incompetence. For this reason, it is difficult for the incompetent to recognize their incompetence. This is sometimes termed the "dual-burden" account, since low performers are affected by two burdens: they lack a skill and they are unaware of this deficiency. Other definitions focus on the tendency to overestimate one's ability and see the relation to metacognition as a possible explanation that is not part of the definition. This contrast is relevant since the metacognitive explanation is controversial. Many criticisms of the Dunning–Kruger effect target this explanation but accept the empirical findings that low performers tend to overestimate their skills. Among laypeople, the Dunning–Kruger effect is often misunderstood as the claim that people with low intelligence are more confident in their knowledge and skills than people with high intelligence. According to psychologist Robert D. McIntosh and his colleagues, it is sometimes understood in popular culture as the claim that "stupid people are too stupid to know they are stupid". But the Dunning–Kruger effect applies not to intelligence in general but to skills in specific tasks. Nor does it claim that people lacking a given skill are as confident as high performers. Rather, low performers overestimate themselves but their confidence level is still below that of high performers. Measurement, analysis, and investigated tasks The most common approach to measuring the Dunning–Kruger effect is to compare self-assessment with objective performance. The self-assessment is sometimes called subjective ability in contrast to the objective ability corresponding to the actual performance. The self-assessment may be done before or after the performance. If done afterward, the participants receive no independent clues during the performance as to how well they did. Thus, if the activity involves answering quiz questions, no feedback is given as to whether a given answer was correct. The measurement of the subjective and the objective abilities can be in absolute or relative terms. When done in absolute terms, self-assessment and performance are measured according to objective standards, e.g. concerning how many quiz questions were answered correctly. When done in relative terms, the results are compared with a peer group. In this case, participants are asked to assess their performances in relation to the other participants, for example in the form of estimating the percentage of peers they outperformed. The Dunning–Kruger effect is present in both cases, but tends to be significantly more pronounced when done in relative terms. This means that people are usually more accurate when predicting their raw score than when assessing how well they did relative to their peer group. The main point of interest for researchers is usually the correlation between subjective and objective .... Discover the Rachel Dunning popular books. Find the top 100 most popular Rachel Dunning books.

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  • Finding North synopsis, comments

    Finding North

    Rachel Dunning

    ALL THREE BOOKS NOW RELEASED!They say love conquers all.They say love will find a way.They say it is better to have loved and lost.They don't say...that these things are all lies.C...

  • Red Hot Blues synopsis, comments

    Red Hot Blues

    Rachel Dunning

    "Beautifully written." ~ SlitsRead Blog"...it's as if the characters are speaking directly to you..." ~ Rusty's Reading Book BlogStandalone novel. No cliffhanger. HEA.Ginger is twe...

  • Debt synopsis, comments

    Debt

    Rachel Dunning

    The Debt CollectorI pay my debts, and I expect others to.I was raised in the slums of London, I knew nothing of privilege. My father was murdered when I was seventeen. Morty figure...

  • His Mind Games synopsis, comments

    His Mind Games

    Rachel Dunning

    An inner world of magic and power.A lover. A night togethertheir first night.And thendisaster. He lost his mind, but she knew the truth. She knew.And so she ran, all the way down t...

  • West-End Boys synopsis, comments

    West-End Boys

    Rachel Dunning

    Conall Williams made Leora a promise on a cold NYC rooftop. Her first time would not be on some hard concrete floor. It would be in a cabin, by a fire, with nothing to interrupt th...

  • East Rising synopsis, comments

    East Rising

    Rachel Dunning

    This book can be read without having read Book OneRipped, Rich and inked: Conall Williams the first man Leora Caivano ever let touch her in ways that no other man had before lef...