Subjective Confidence as a Monitor of the Replicability of the Response.

IF 10.5 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Perspectives on Psychological Science Pub Date : 2024-02-06 DOI:10.1177/17456916231224387
Asher Koriat
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Abstract

Confidence is commonly assumed to monitor the accuracy of responses. However, intriguing results, examined in the light of philosophical discussions of epistemic justification, suggest that confidence actually monitors the reliability of choices rather than (directly) their accuracy. The focus on reliability is consistent with the view that the construction of truth has much in common with the construction of reality: extracting reliable properties that afford prediction. People are assumed to make a binary choice by sampling cues from a "collective wisdomware," and their confidence is based on the consistency of these cues, in line with the self-consistency model. Here, however, I propose that internal consistency is taken to index the reliability of choices themselves-the likelihood that they will be repeated. The results of 10 studies using binary decisions from different domains indicated that confidence in a choice predicts its replicability both within individuals and across individuals. This was so for domains for which choices have a truth value and for those for which they do not. For the former domains, differences in replicability mediated the prediction of accuracy whether confidence was diagnostic or counterdiagnostic of accuracy. Metatheoretical, methodological, and practical implications are discussed.

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主观信心是反应可复制性的监测器。
人们通常认为,信心可以监控反应的准确性。然而,根据对认识论合理性的哲学讨论得出的有趣结果表明,信心实际上监测的是选择的可靠性,而不是(直接)其准确性。对可靠性的关注与这样一种观点是一致的,即真理的构建与现实的构建有很多共同之处:提取能够进行预测的可靠属性。我们假定人们通过从 "集体智慧器 "中抽取线索来做出二元选择,而他们的信心则基于这些线索的一致性,这与自洽模型是一致的。不过,我在这里提出,内部一致性是指选择本身的可靠性--重复选择的可能性。10 项使用不同领域二元决策的研究结果表明,对选择的信心可以预测其在个体内部和个体之间的可复制性。在选择有真值的领域和没有真值的领域,情况都是如此。对于前者,无论信心对准确性是诊断性的还是反诊断性的,可复制性的差异都对准确性的预测起着中介作用。本文讨论了元理论、方法论和实践意义。
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来源期刊
Perspectives on Psychological Science
Perspectives on Psychological Science PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
22.70
自引率
4.00%
发文量
111
期刊介绍: Perspectives on Psychological Science is a journal that publishes a diverse range of articles and reports in the field of psychology. The journal includes broad integrative reviews, overviews of research programs, meta-analyses, theoretical statements, book reviews, and articles on various topics such as the philosophy of science and opinion pieces about major issues in the field. It also features autobiographical reflections of senior members of the field, occasional humorous essays and sketches, and even has a section for invited and submitted articles. The impact of the journal can be seen through the reverberation of a 2009 article on correlative analyses commonly used in neuroimaging studies, which still influences the field. Additionally, a recent special issue of Perspectives, featuring prominent researchers discussing the "Next Big Questions in Psychology," is shaping the future trajectory of the discipline. Perspectives on Psychological Science provides metrics that showcase the performance of the journal. However, the Association for Psychological Science, of which the journal is a signatory of DORA, recommends against using journal-based metrics for assessing individual scientist contributions, such as for hiring, promotion, or funding decisions. Therefore, the metrics provided by Perspectives on Psychological Science should only be used by those interested in evaluating the journal itself.
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