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The Computational Mechanisms of Detached Mindfulness

Brendan Conway-Smith, Robert L. West

arXiv Preprint Archive September 3, 2024 via arXiv

Summary

AI-generated from the abstract

Detached mindfulness, a therapeutic technique that reduces depression and anxiety, works by altering how the brain monitors its own emotional states. A computational model of metacognitive skill shows that perceiving affect from a detached perspective dampens emotional reactivity. The model articulates the cognitive mechanisms underlying this process, which were previously unexplained. This suggests that the effectiveness of detached mindfulness stems from changes in metacognitive monitoring rather than direct emotional control.

Study at a glance

Characteristics Theoretical or philosophical paper Peer reviewed
Intervention Detached mindfulness
Keywords Q-bio.nc Cs.ai
Key finding Proposes that a computational model of metacognitive skill can articulate the mechanisms by which detached mindfulness reduces emotional reactivity.

Abstract

This paper investigates the computational mechanisms underlying a type of metacognitive monitoring known as detached mindfulness, a particularly effective therapeutic technique within cognitive psychology. While research strongly supports the capacity of detached mindfulness to reduce depression and anxiety, its cognitive and computational underpinnings remain largely unexplained. We employ a computational model of metacognitive skill to articulate the mechanisms through which a detached perception of affect reduces emotional reactivity.

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