Distinct neural markers of evidence accumulation index metacognitive processing before and after simple visual decisions

Author:

Stone Caleb12,Mattingley Jason B1234ORCID,Bode Stefan56,Rangelov Dragan1278ORCID

Affiliation:

1. Queensland Brain Institute , QBI Building 79, , St Lucia 4072, Queensland , Australia

2. The University of Queensland , QBI Building 79, , St Lucia 4072, Queensland , Australia

3. School of Psychology , McElwain Building 24A, , St Lucia 4072, Queensland , Australia

4. The University of Queensland , McElwain Building 24A, , St Lucia 4072, Queensland , Australia

5. Melbourne School of Psychological Sciences , Redmond Barry Building, , Parkville 3010, Victoria , Australia

6. The University of Melbourne , Redmond Barry Building, , Parkville 3010, Victoria , Australia

7. School of Economics , Colin Clark Building 39, , St Lucia 4072, Queensland , Australia

8. The University of Queensland , Colin Clark Building 39, , St Lucia 4072, Queensland , Australia

Abstract

Abstract Perceptual decision-making is affected by uncertainty arising from the reliability of incoming sensory evidence (perceptual uncertainty) and the categorization of that evidence relative to a choice boundary (categorical uncertainty). Here, we investigated how these factors impact the temporal dynamics of evidence processing during decision-making and subsequent metacognitive judgments. Participants performed a motion discrimination task while electroencephalography was recorded. We manipulated perceptual uncertainty by varying motion coherence, and categorical uncertainty by varying the angular offset of motion signals relative to a criterion. After each trial, participants rated their desire to change their mind. High uncertainty impaired perceptual and metacognitive judgments and reduced the amplitude of the centro-parietal positivity, a neural marker of evidence accumulation. Coherence and offset affected the centro-parietal positivity at different time points, suggesting that perceptual and categorical uncertainty affect decision-making in sequential stages. Moreover, the centro-parietal positivity predicted participants’ metacognitive judgments: larger predecisional centro-parietal positivity amplitude was associated with less desire to change one’s mind, whereas larger postdecisional centro-parietal positivity amplitude was associated with greater desire to change one’s mind, but only following errors. These findings reveal a dissociation between predecisional and postdecisional evidence processing, suggesting that the CPP tracks potentially distinct cognitive processes before and after a decision.

Funder

Australian Research Network for Undersea Decision Superiority

Publisher

Oxford University Press (OUP)

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