As Trials Go By: Effects of 2-AFC Item Repetition on Statistical Learning Performance.

One of the most popular tasks used to test statistical learning (SL) involves asking participants to identify which of two stimuli, a triplet presented during the previous familiarization phase versus a new sequence made of the same stimuli never presented together, is more familiar based on the str...

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Published in:Canadian Journal of Experimental Psychology / Revue Canadienne de Psychologie Expérimentale Vol. 77; no. 1; pp. 57 - 73
Main Authors: Soares, Ana Paula, França, Tiago, Gutiérrez-Domínguez, Francisco-Javier, Sousa, Inês, Oliveira, Helena M.
Format: Article
Published: Canadian Psychological Association Mar2023
Subjects:
Online Access:View this record in EBSCOhost
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      dt: Mar2023
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      pub: Canadian Psychological Association
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        10.1037/cep0000290
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        atl: As Trials Go By: Effects of 2-AFC Item Repetition on Statistical Learning Performance.
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          Soares, Ana Paula
          França, Tiago
          Gutiérrez-Domínguez, Francisco-Javier
          Sousa, Inês
          Oliveira, Helena M.
        affil:
          Human Cognition Lab, CIPsi, School of Psychology, University of Minho
          Department of Mathematics and Applications, University of Minho
      su:
        Memory
        Recognition (Psychology)
        Task performance
        Learning
        Psychological tests
        Vowels
        Research funding
        Consonants
      sug:
        subj:
          Memory
          Recognition (Psychology)
          Task performance
          Learning
          Psychological tests
          Vowels
          Research funding
          Consonants
      keyword:
        2-AFC
        explicit learning
        item repetition
        predictability
        statistical learning
        apprentissage explicite
        apprentissage statistique
        prévisibilité
        répétition d'items
        2-AFC
        explicit learning
        item repetition
        predictability
        statistical learning
        apprentissage explicite
        apprentissage statistique
        prévisibilité
        répétition d'items
      ab: One of the most popular tasks used to test statistical learning (SL) involves asking participants to identify which of two stimuli, a triplet presented during the previous familiarization phase versus a new sequence made of the same stimuli never presented together, is more familiar based on the stream presented before, that is, to perform a two-alternative forced-choice (2-AFC) task. Despite the widespread use of this task, it has come under increasing criticism in current cognitive research due to psychometric flaws. A common practice to improve SL measurement involves increasing the number of 2-AFC trials by presenting the same items (triplets and foils) several times during the test phase. This work aimed to directly analyze the effect that this practice entails by examining how the proportion of correct discriminations of three-syllable nonsense words presented during the familiarization phase of an auditory triplet embedded task changed as the number of 2-AFC item repetitions increased. We also tested whether this effect was modulated by the predictability of the "words" embedded in the auditory streams (high and low) and the conditions under which they were presented to participants (implicit and explicit). Results showed that 2-AFC item repetitions had indeed detrimental effects on SL measurement, as indexed by a significant decrease in the proportion of correct discriminations as the number of items repetitions increased, both in the 2-AFC task performed under implicit and explicit conditions, although, in the first case, only for low-predictable "words." These findings recommend caution when using this strategy to improve SL measurement.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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