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Meyen S, Vadillo MA, von Luxburg U, Franz VH. No evidence for contextual cueing beyond explicit recognition. Psychon Bull Rev 2024; 31:907-930. [PMID: 37845567 PMCID: PMC11192686 DOI: 10.3758/s13423-023-02358-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/31/2023] [Indexed: 10/18/2023]
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.
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Affiliation(s)
- Sascha Meyen
- Department of Computer Science, University of Tübingen, Sand 6, 72076, Tübingen, Germany.
| | | | - Ulrike von Luxburg
- Department of Computer Science, University of Tübingen, Sand 6, 72076, Tübingen, Germany
- Tübingen AI Center, Tübingen, Germany
| | - Volker H Franz
- Department of Computer Science, University of Tübingen, Sand 6, 72076, Tübingen, Germany
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Mattingly S, Hardesty E, Chovanec K, Cobos ME, Garcia J, Grizzle M, Huerta A, Ohtake J, Romero-Alvarez D, Gonzalez VH. Differences Between Attached and Detached Cadaveric Prosections on Students' Identification Ability During Practical Examinations. ANATOMICAL SCIENCES EDUCATION 2021; 14:808-815. [PMID: 33037784 DOI: 10.1002/ase.2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 10/02/2020] [Accepted: 10/04/2020] [Indexed: 06/11/2023]
Abstract
Cadaveric prosections are effective learning tools in anatomy education. They range from a fully dissected, sometimes plastinated, complete cadaver (in situ prosections), to a single, carefully dissected structure detached from a cadaver (ex situ prosections). While most research has focused on the advantages and disadvantages of dissection versus prosection, limited information is available on the instructional efficacy of different prosection types. This contribution explored potential differences between in situ and ex situ prosections regarding the ability of undergraduate students to identify anatomical structures. To determine if students were able to recognize the same anatomical structure on both in situ and ex situ prosections, or on either one individually, six structures were tagged on both prosection types as part of three course summative examinations. The majority of students (61%-68%) fell into one of the two categories: those that recognized or failed to recognize the same structure on both in situ and ex situ prosections. The percentage of students who recognized a selected structure on only one type of prosection was small (1.6%-31.6%), but skewed in favor of ex situ prosections (P ≤ 0.01). These results suggest that overall students' identification ability was due to knowledge differences, not the spatial or contextual challenges posed by each type of prosection. They also suggest that the relative difficulty of either prosection type depends on the nature of the anatomical structure. Thus, one type of prosection might be more appropriate for teaching some structures, and therefore the use of both types is recommended.
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Affiliation(s)
- Spencer Mattingly
- Department of Ecology and Evolutionary Biology, College of Liberal Arts and Sciences, University of Kansas, Lawrence, Kansas
| | - Elizabeth Hardesty
- Department of Clinical, Health and Applied Sciences, College of Human Sciences and Humanities, University of Houston-Clear Lake, Houston, Texas
| | - Kevin Chovanec
- Department of Ecology and Evolutionary Biology, College of Liberal Arts and Sciences, University of Kansas, Lawrence, Kansas
| | - Marlon E Cobos
- Department of Ecology and Evolutionary Biology, College of Liberal Arts and Sciences, University of Kansas, Lawrence, Kansas
| | | | - Meghan Grizzle
- Department of Geospatial Information System Technology, University of Wyoming, Laramie, Wyoming
| | - Amanda Huerta
- School of Nursing, University of Kansas Medical Center, Kansas City, Kansas
| | - Jesse Ohtake
- Department of Physical Therapy and Rehabilitation Science, School of Health Professions, University of Kansas, Kansas City, Kansas
| | - Daniel Romero-Alvarez
- Department of Ecology and Evolutionary Biology, College of Liberal Arts and Sciences, University of Kansas, Lawrence, Kansas
| | - Victor H Gonzalez
- Department of Ecology and Evolutionary Biology, College of Liberal Arts and Sciences, University of Kansas, Lawrence, Kansas
- Undergraduate Biology Program, College of Liberal Arts and Sciences, University of Kansas, Lawrence, Kansas
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