Performance Monitoring During Categorization With and Without Prior Knowledge: A Comparison of Confidence Calibration Indices With the Certainty Criterion.

Subjective confidence reports are used in numerous research paradigms to examine the extent to which participants are aware of their performance in a task. By examining the discrepancy between objective performance and subjective confidence ratings, inferences can be made about the conditions in whi...

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Publicado en:Canadian Journal of Experimental Psychology / Revue Canadienne de Psychologie Expérimentale Vol. 74; no. 4; pp. 302 - 316
Autores principales: Schoenherr, Jordan Richard, Lacroix, Guy L.
Formato: Artículo
Publicado: Canadian Psychological Association Dec2020
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Acceso en línea:Ver este registro en EBSCOhost
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      dt: Dec2020
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      pub: Canadian Psychological Association
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        atl: Performance Monitoring During Categorization With and Without Prior Knowledge: A Comparison of Confidence Calibration Indices With the Certainty Criterion.
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        au:
          Schoenherr, Jordan Richard
          Lacroix, Guy L.
        affil:
          Carleton University
          United States Military Academy
      su:
        Cognition
        Confidence
        Medical research
        Professions
        Task performance
        Teaching methods
        Comparative studies
        High performance computing
        Learning strategies
        Professional employee training
        Information needs
      sug:
        subj:
          Cognition
          Confidence
          Medical research
          Professions
          Task performance
          Teaching methods
          Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology)
          Professional Organizations
          Comparative studies
          High performance computing
          Learning strategies
          Professional employee training
          Information needs
      keyword:
        categorisation
        concept formation
        confidence calibration
        confidence processing
        metacognition
        étalonnage de la confiance
        catégorisation
        fonction métacognitive
        formation de concept
        traitement de la confiance
        categorisation
        concept formation
        confidence calibration
        confidence processing
        metacognition
        étalonnage de la confiance
        catégorisation
        fonction métacognitive
        formation de concept
        traitement de la confiance
      ab: Subjective confidence reports are used in numerous research paradigms to examine the extent to which participants are aware of their performance in a task. By examining the discrepancy between objective performance and subjective confidence ratings, inferences can be made about the conditions in which participants have greater explicit knowledge of the representations and processes used to complete a task. In the current study, we examined the effects of prior knowledge on subjective assessments of performance using a categorisation task wherein lists of features that defined exemplars shared latent feature associations on the basis of prior knowledge or had no prior associations. Using 2 methods for computing confidence, we demonstrate the strengths and limitations of these measures of subjective awareness. Whereas our findings replicated the effect of prior knowledge on learning, our results challenge the role of explicit and implicit knowledge suggested by previous research using a similar paradigm.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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