Department of Computer Science, University of Tübingen, Sand 6, 72076, Tübingen, Germany.
Universidad Autónoma de Madrid, Madrid, Spain.
Psychon Bull Rev. 2024 Jun;31(3):907-930. doi: 10.3758/s13423-023-02358-3. Epub 2023 Oct 16.
Many studies claim that visual regularities can be learned unconsciously and without explicit awareness. For example in the contextual cueing paradigm, studies often make claims using a standard reasoning based on two results: (1) a reliable response time (RT) difference between repeated vs. new stimulus displays and (2) a close-to-chance sensitivity when participants are asked to explicitly recognize repeated stimulus displays. From this pattern of results, studies routinely conclude that the sensitivity of RT responses is higher than that of explicit responses-an empirical situation we call Indirect Task Advantage (ITA). Many studies further infer from an ITA that RT effects were driven by a form of recognition that exceeds explicit memory: implicit recognition. However, this reasoning is flawed because the sensitivity underlying RT effects is never computed. To properly establish a difference, a sensitivity comparison is required. We apply this sensitivity comparison in a reanalysis of 20 contextual cueing studies showing that not a single study provides consistent evidence for ITAs. Responding to recent correlation-based arguments, we also demonstrate the absence of evidence for ITAs at the level of individual participants. This lack of ITAs has serious consequences for the field: If RT effects can be fully explained by weak but above-chance explicit recognition sensitivity, what is the empirical content of the label "implicit"? Thus, theoretical discussions in this paradigm-and likely in other paradigms using this standard reasoning-require serious reassessment because the current data from contextual cueing studies is insufficient to consider recognition as implicit.
许多研究声称,视觉规律可以在无意识的情况下被学习,而无需明确的意识。例如,在语境线索范式中,研究经常基于两个结果提出标准推理:(1)重复与新刺激显示之间可靠的反应时间 (RT) 差异;(2)当参与者被要求明确识别重复刺激显示时,接近机会的敏感性。根据这种结果模式,研究通常得出结论,RT 反应的敏感性高于明确反应的敏感性——我们称之为间接任务优势 (ITA)。许多研究进一步推断,ITA 表明 RT 效应是由一种超出明确记忆的识别形式驱动的:内隐识别。然而,这种推理是有缺陷的,因为 RT 效应的基础敏感性从未被计算过。为了正确建立差异,需要进行敏感性比较。我们在对 20 项语境线索研究的重新分析中应用了这种敏感性比较,结果表明,没有一项研究为 ITA 提供一致的证据。针对最近基于相关性的论点,我们还证明了个体参与者层面不存在 ITA 的证据。这种 ITA 的缺乏对该领域有严重的影响:如果 RT 效应可以完全用微弱但高于机会的明确识别敏感性来解释,那么“内隐”这个标签的经验内容是什么?因此,该范式中的理论讨论——以及可能在使用这种标准推理的其他范式中——需要进行认真的重新评估,因为语境线索研究的当前数据不足以将识别视为内隐。