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The Dunning-Kruger effect is autocorrelation (economicsfromthetopdown.com)

627 points by ljosifov · 1001 days ago · 207 comments on HN

Article summary

The Dunning-Kruger effect, which suggests that unskilled people overestimate their competence, may be a statistical artifact rather than a psychological phenomenon. The effect can be reproduced using random data, indicating that it may be due to autocorrelation. The original study by Dunning and Kruger has been criticized for its methodology and interpretation of results. The article argues that the effect disappears when measured in a statistically valid way.

Main themes

  • Dunning-Kruger effect
  • statistical artifact
  • methodology criticism
  • psychological bias
  • self-assessment
  • autocorrelation
  • replication crisis

What commenters say

  • The Dunning-Kruger effect may be an artifact of flawed methodology rather than a real psychological phenomenon.
  • The effect can be explained by people's tendency to overestimate their abilities, regardless of their actual skill level.
  • The original study's results can be reproduced using random data, suggesting that the effect is not unique to human psychology.
  • The Dunning-Kruger effect may be related to other biases, such as people's tendency to assume they are above average.
  • The study's findings may be influenced by the population being studied, such as Cornell undergrads who are taught to believe they are above average.
  • The Dunning-Kruger effect may not generalize to more complex tasks or real-world situations.
  • The effect may be due to the difficulty of the test rather than any inherent psychological bias.
  • The paper's language and interpretation of results have been criticized for being hyperbolic and leading the reader to a particular conclusion.