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

K Xue, M Shekhar, D Rahnev - Consciousness and cognition, 2021 - Elsevier
relationship between estimates of metacognitive efficiency and metacognitive bias. However,
this … Here we examined the robustness of the positive relationship between estimates of …

HMeta-d: hierarchical Bayesian estimation of metacognitive efficiency from confidence ratings

SM Fleming - Neuroscience of consciousness, 2017 - academic.oup.com
… rating data to recover robust parameters, and only provide … a method for estimating
metacognitive efficiency (meta-d’/d’) … , such as when quantifying metacognition in patient …

Sensory noise increases metacognitive efficiency.

JW Bang, M Shekhar, D Rahnev - Journal of Experimental …, 2019 - psycnet.apa.org
… increase in metacognitive efficiency. Our findings demonstrate the existence of a robust
positive relationship between across-trial sensory noise and metacognitive efficiency. These …

Measuring metacognitive performance: type 1 performance dependence and test-retest reliability

M Guggenmos - Neuroscience of consciousness, 2021 - academic.oup.com
… To test for a linear relationship between type 1 performance and each metacognitive
efficiency … The strongest and most robust conclusion from this analysis is the clear benefit of …

Is there a G factor for metacognition? Correlations in retrospective metacognitive sensitivity across tasks.

A Mazancieux, SM Fleming, C Souchay… - Journal of …, 2020 - psycnet.apa.org
… is metacognitive efficiency, meta-d′/d′. The meta-d′ framework models the relationship
between performance and metacognitionMetacognitive efficiency is then defined as the level …

Unity and diversity of metacognition.

M Lehmann, J Hagen, U Ettinger - Journal of Experimental …, 2022 - psycnet.apa.org
Relationships between metacognitive efficiency scores across … of metacognitive efficiency
as well as confirmatory factor analysis of interdomain correlations suggested metacognition

[HTML][HTML] Measures of relative metacognitive accuracy are confounded with task performance in tasks that permit guessing

M Vuorre, J Metcalfe - Metacognition and Learning, 2022 - Springer
… However, that method ignores error on the x-axis (Higham 2007; Knoblauch and Maloney
2012), and we therefore verified these results using more robust ordinal regression methods (…

Measures of metacognitive efficiency across cognitive models of decision confidence.

M Rausch, S Hellmann, M Zehetleitner - Psychological Methods, 2023 - psycnet.apa.org
Metacognitive efficiency is a subject,s level of metacognition given their discrimination task
performance. The gold standard to measure metacognitive efficiency is … arises how robust the …

The nature of metacognitive inefficiency in perceptual decision making.

M Shekhar, D Rahnev - Psychological review, 2021 - psycnet.apa.org
… the properties of failures in metacognitive efficiency. Metacognitive inefficiency can occur for
… To further confirm the robustness of this relationship, we excluded one subject who showed …

[HTML][HTML] How to measure metacognition

SM Fleming, HC Lau - Frontiers in human neuroscience, 2014 - frontiersin.org
… ′, metacognitive sensitivity is suboptimal within the SDT framework. We can therefore define
metacognitive efficiency as the … of this metacognitive efficiency construct for a psychology of …