Hallucination-Proneness is Associated With a Decrease in Robust Averaging of Perceptual Evidence.

Background and Hypothesis Hallucinations are characterized by disturbances in perceptual decision-making about environmental stimuli. When integrating across multiple stimuli to form a perceptual decision, typical observers engage in "robust averaging" by down-weighting extreme perceptual evidence,...

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Publicado en:Schizophrenia Bulletin Vol. 50; no. 1; pp. 59 - 69
Autores principales: Larsen, Emmett M, Jin, Jingwen, Zhang, Xian, Donaldson, Kayla R, Liew, Megan, Horga, Guillermo, Luhmann, Christian, Mohanty, Aprajita
Formato: research tables/charts Journal Article
Publicado: Oxford University Press / USA Jan2024
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Jan2024
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      pub: Oxford University Press / USA
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        atl: Hallucination-Proneness is Associated With a Decrease in Robust Averaging of Perceptual Evidence.
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          Larsen, Emmett M
          Jin, Jingwen
          Zhang, Xian
          Donaldson, Kayla R
          Liew, Megan
          Horga, Guillermo
          Luhmann, Christian
          Mohanty, Aprajita
        affil: Department of Psychology, Stony Brook University, Stony Brook, NY
      sug:
        subj:
          Psychotic Disorders Complications
          Hallucinations Complications
          Sensory Stimulation
          Color Perception Evaluation
          Task Performance and Analysis
          Human
          Comparative Studies
          Decision Making
          Computer Simulation
          Odds Ratio
      ab: Background and Hypothesis Hallucinations are characterized by disturbances in perceptual decision-making about environmental stimuli. When integrating across multiple stimuli to form a perceptual decision, typical observers engage in "robust averaging" by down-weighting extreme perceptual evidence, akin to a statistician excluding outlying data. Furthermore, observers adapt to contexts with more unreliable evidence by increasing this down-weighting strategy. Here, we test the hypothesis that hallucination-prone individuals (n  = 38 high vs n  = 91 low) would show a decrease in this robust averaging and diminished sensitivity to changes in evidence variance. Study Design We used a multielement perceptual averaging task to elicit dichotomous judgments about the "average color" (red/blue) of an array of stimuli in trials with varied strength (mean) and reliability (variance) of decision-relevant perceptual evidence. We fitted computational models to task behavior, with a focus on a log-posterior-ratio (LPR) model which integrates evidence as a function of the log odds of each perceptual option and produces a robust averaging effect. Study Results Hallucination-prone individuals demonstrated less robust averaging, seeming to weigh inlying and outlying extreme or untrustworthy evidence more equally. Furthermore, the model that integrated evidence as a function of the LPR of the two perceptual options and produced robust averaging showed poorer fit for the group prone to hallucinations. Finally, the weighting strategy in hallucination-prone individuals remained insensitive to evidence variance. Conclusions Our findings provide empirical support for theoretical proposals regarding evidence integration aberrations in psychosis and alterations in the perceptual systems that track statistical regularities in environmental stimuli.
      pubtype: Academic Journal
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      ougenre: Article
    language: English
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