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  1. Evidence for Age-Equivalent and Task-Dissociative Metacognition in the Memory Domain.Alexandria C. Zakrzewski, Edie C. Sanders & Jane M. Berry - 2021 - Frontiers in Psychology 12.
    Research suggests that metacognitive monitoring ability does not decline with age. For example, judgments-of-learning accuracy is roughly equivalent between younger and older adults. But few studies have asked whether younger and older adults’ metacognitive ability varies across different types of memory processes. The current study tested the relationship between memory and post-decision confidence ratings at the trial level on item and associative memory recognition tests. As predicted, younger and older adults had similarmetacognitive efficiency, when using meta-d’/d’, a measure derived from (...)
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  • Metric error monitoring: Another generalized mechanism for magnitude representations?Ece Yallak & Fuat Balcı - 2021 - Cognition 210:104532.
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  • Metacognitive Ability and the Precision of Confidence.Keita Somatori & Yoshihiko Kunisato - 2022 - Frontiers in Human Neuroscience 16.
    In prior research, signal detection theory has been widely utilized to assess metacognitive ability. However, the SDT metacognitive model requires the use of a two-alternative forced-choice task, while confidence must also be measured discretely. In our model, participants’ cognitive ability and their confidence in the cognitive task were used to estimate their metacognitive abilities. Therefore, in this study, a metacognitive model that can be applied to various cognitive tasks was developed. This model implements the item response theory and Q-learning models (...)
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  • Age-related decreases in global metacognition are independent of local metacognition and task performance.Andrew McWilliams, Hannah Bibby, Nikolaus Steinbeis, Anthony S. David & Stephen M. Fleming - 2023 - Cognition 235 (C):105389.
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  • Emotional metacognition: stimulus valence modulates cardiac arousal and metamemory.Nicolas Legrand, Sebastian Scott Engen, Camile Maria Costa Correa, Nanna Kildahl Mathiasen, Niia Nikolova, Francesca Fardo & Micah Allen - forthcoming - Cognition and Emotion:1-17.
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  • Unskilled, underperforming, or unaware? Testing three accounts of individual differences in metacognitive monitoring.Jesse H. Grabman & Chad S. Dodson - 2024 - Cognition 242 (C):105659.
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  • Metacognitive Psychophysics in Humans, Animals, and AI: A Research Agenda for Mapping Introspective Systems.Stephen M. Fleming - 2023 - Journal of Consciousness Studies 30 (9):113-128.
    Kammerer and Frankish (this issue) propose an exciting new research programme on the computational form of introspective systems. Pursuing this goal requires measures that can isolate introspective capacity from response biases and first-order processes. I suggest that metacognitive psychophysics is well placed to meet this challenge, allowing the mapping of introspective architectures in humans, animals, and artificial systems.
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