ダニング=クルーガー効果を再考する新研究(New research turns the Dunning-Kruger effect on its head: Rethinking the confident incompetent)

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2026-07-27 バース大学

英国バース大学の研究チームは、「能力の低い人ほど自分を過大評価する」とされるダニング=クルーガー効果について再検討し、その従来の解釈を見直す研究結果を発表した。研究では、多様な課題の成績と自己評価を詳細に分析した結果、能力の低い人が必ずしも過度に自信過剰というわけではなく、統計的要因や測定方法が従来の現象を強調している可能性が示された。また、能力の高い人も自身の成績を過小評価する傾向があり、自己評価の誤差は能力の高低だけで説明できないことが明らかとなった。研究チームは、自己評価は個人の能力だけでなく、課題の難易度や経験、評価方法など複数の要因に左右されると指摘している。本成果は、「自信過剰な無能者」という単純な理解を修正し、教育、採用、人材育成、心理学研究において、自己評価と能力の関係をより慎重に解釈する必要性を示している。

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口先ばかりで行動が伴わない:過信と損失回避の共進化 Talking the Talk, Not Walking the Walk: The Coevolution of Overconfidence and Loss Aversion

Chris Dawson, David de Meza
Psychological Review  Accepted: May 30, 2026
DOI:https://doi.org/10.1037/rev0000644

ダニング=クルーガー効果を再考する新研究(New research turns the Dunning-Kruger effect on its head: Rethinking the confident incompetent)

Abstract

A puzzle for evolutionary theory is the existence of two seemingly offsetting behavioral “biases,” overconfidence and loss aversion. Overconfidence is a call to action, while loss aversion curbs initiative. The most prominent evolutionary explanation of overconfidence, proposed by Trivers (1976), is that self-deceit arises to better deceive others. Missing from this account is why sincere messages are believed, especially given the widespread prevalence of self-deception. Moreover, if overconfidence is adaptive, why is it at least partially canceled by loss aversion? We propose a signaling theory according to which the role of self-deception is to better inform others. Since the decision error associated with high self-belief is less burdensome for the more able, and the benefit of being perceived as able increases with ability, hardwired overconfidence is a credible signal of true ability. Evidence supports this interpretation. A further implication of signaling is that loss aversion is part of the equilibrium. It partially ameliorates the decision costs of overconfidence, but as it is usually hidden, it does not eliminate its signaling role. “Biases” are thus symbiotic—the payoff to agents from an integrated set of biases is higher than would be the case in their absence. From this perspective, Kahneman’s advice that individuals eliminate both overconfidence and loss aversion is poorly founded.

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