Evidence map›Paper›PMID 37845567›Full record

ArticlePsychonomic bulletin & review2024

No evidence for contextual cueing beyond explicit recognition.

Sascha Meyen, Miguel A Vadillo, Ulrike von Luxburg, Volker H Franz

Abstract read
In one paragraph

Article in Psychonomic bulletin & review, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Visual statistical learning requires attention.Psychonomic bulletin & review · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Sascha MeyenDepartment of Computer Science, University of Tübingen, Sand 6, 72076, Tübingen, Germany. sascha.meyen@uni-tuebingen.de.ORCID https://orcid.org/0000-0001-6928-4126
Miguel A VadilloUniversidad Autónoma de Madrid, Madrid, Spain.ORCID https://orcid.org/0000-0001-8421-816X
Ulrike von LuxburgDepartment of Computer Science, University of Tübingen, Sand 6, 72076, Tübingen, Germany.
Volker H FranzDepartment of Computer Science, University of Tübingen, Sand 6, 72076, Tübingen, Germany.ORCID https://orcid.org/0000-0002-8457-0611

Funding

Agencia Estatal de Investigación PID2020-118583GB-I00Cluster of Excellence "Machine Learning: New Perspectives for Science" EXC 2064/1, project 390727645Deutsche Forschungsgemeinschaft CRC 1233 "Robust Vision" project 276693517Institutional Strategy of University of Tübingen ZUK 63
6 · The paper itself

Abstract

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.

Indexed as

CuesReaction TimeRecognition, PsychologyAdultHumansPattern Recognition, VisualContextual cueingImplicit/explicit memoryIndirect task advantageSignal detection theory

Identifiers

PMID37845567
PMCPMC11192686

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.