Simultaneous modeling of choice, confidence, and response time in visual perception.

S Hellmann, M Zehetleitner, M Rausch - Psychological review, 2023 - psycnet.apa.org
How can choice, confidence, and response times be modeled simultaneously? Here, we
propose the new dynamical weighted evidence and visibility (dynWEV) model, an extension …

Metacognitive improvement: Disentangling adaptive training from experimental confounds.

M Rouy, V de Gardelle, G Reyes, J Sackur… - Journal of …, 2022 - psycnet.apa.org
Metacognition is defined as the capacity to monitor and control one's own cognitive
processes. Recently, Carpenter and colleagues (2019) reported that metacognitive …

Examining the robustness of the relationship between metacognitive efficiency and metacognitive bias

K Xue, M Shekhar, D Rahnev - Consciousness and Cognition, 2021 - Elsevier
We recently found a positive relationship between estimates of metacognitive efficiency and
metacognitive bias. However, this relationship was only examined on a within-subject level …

Reverse engineering of metacognition

M Guggenmos - ELife, 2022 - elifesciences.org
The human ability to introspect on thoughts, perceptions or actions− metacognitive ability−
has become a focal topic of both cognitive basic and clinical research. At the same time it …

Suprathreshold perceptual decisions constrain models of confidence

SM Locke, MS Landy, P Mamassian - PLoS computational biology, 2022 - journals.plos.org
Perceptual confidence is an important internal signal about the certainty of our decisions
and there is a substantial debate on how it is computed. We highlight three confidence …

Measures of metacognitive efficiency across cognitive models of decision confidence.

M Rausch, S Hellmann, M Zehetleitner - Psychological Methods, 2023 - psycnet.apa.org
Abstract Meta-d′/d′ has become the quasi-gold standard to quantify metacognitive
efficiency because meta-d′/d′ was developed to control for discrimination performance …

Human perceptual and metacognitive decision-making rely on distinct brain networks

P Di Luzio, L Tarasi, J Silvanto, A Avenanti… - PLoS biology, 2022 - journals.plos.org
Perceptual decisions depend on the ability to exploit available sensory information in order
to select the most adaptive option from a set of alternatives. Such decisions depend on the …

Measuring metacognition: A comprehensive assessment of current methods

D Rahnev - 2023 - osf.io
One of the most important aspects of research on metacognition is the measurement of
metacognitive ability. However, the properties of existing measures of metacognition have …

How do humans give confidence? A comprehensive comparison of process models of metacognition

M Shekhar, D Rahnev - 2022 - osf.io
Humans have the metacognitive ability to assess the accuracy of their decisions via
confidence judgments. Several computational models of confidence have been developed …

Threat expectation does not improve perceptual discrimination despite causing heightened priority processing in the frontoparietal network

N Haddara, D Rahnev - Journal of Neuroscience, 2024 - Soc Neuroscience
Threat cues have been widely shown to elicit increased sensory and attentional neural
processing. However, whether this enhanced recruitment leads to measurable behavioral …