Perceptual decision parameters and their relation to self-reported pain: a drift diffusion account

Pain intensity ratings are subject to various cognitive modulations - yet the mechanisms underlying this influence are still not understood. In a conditioning protocol, pain-related expectations were induced through pairing predefined movements with a noxious or innocuous stimulus in either a predic...

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Main Authors: Zaman, J, Wiech, K, Vlaeyen, J
Format: Journal article
Language:English
Published: Elsevier 2019
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author Zaman, J
Wiech, K
Vlaeyen, J
author_facet Zaman, J
Wiech, K
Vlaeyen, J
author_sort Zaman, J
collection OXFORD
description Pain intensity ratings are subject to various cognitive modulations - yet the mechanisms underlying this influence are still not understood. In a conditioning protocol, pain-related expectations were induced through pairing predefined movements with a noxious or innocuous stimulus in either a predictable or unpredictable fashion. Healthy volunteers (N = 37) categorized the stimuli as either painful or non-painful and rated their perceived intensity. Using a Hierarchical Drift Diffusion model based on the categorization data, we found that an a priori decision-making bias evolved towards the expected sensations (p ≺ .001). In particular, our findings suggest that differences in both the amount of decision-making bias (p = .004) and the speed sensory processing predict pain intensity ratings (p ≺ .001). As such, changes in pain ratings could be based in either of these processes, which may require a different approach when targeted as part of psychological pain treatment.
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spelling oxford-uuid:86374a54-95f4-41d1-9946-f078c36e48a22022-03-26T22:02:32ZPerceptual decision parameters and their relation to self-reported pain: a drift diffusion accountJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:86374a54-95f4-41d1-9946-f078c36e48a2EnglishSymplectic Elements at OxfordElsevier2019Zaman, JWiech, KVlaeyen, JPain intensity ratings are subject to various cognitive modulations - yet the mechanisms underlying this influence are still not understood. In a conditioning protocol, pain-related expectations were induced through pairing predefined movements with a noxious or innocuous stimulus in either a predictable or unpredictable fashion. Healthy volunteers (N = 37) categorized the stimuli as either painful or non-painful and rated their perceived intensity. Using a Hierarchical Drift Diffusion model based on the categorization data, we found that an a priori decision-making bias evolved towards the expected sensations (p ≺ .001). In particular, our findings suggest that differences in both the amount of decision-making bias (p = .004) and the speed sensory processing predict pain intensity ratings (p ≺ .001). As such, changes in pain ratings could be based in either of these processes, which may require a different approach when targeted as part of psychological pain treatment.
spellingShingle Zaman, J
Wiech, K
Vlaeyen, J
Perceptual decision parameters and their relation to self-reported pain: a drift diffusion account
title Perceptual decision parameters and their relation to self-reported pain: a drift diffusion account
title_full Perceptual decision parameters and their relation to self-reported pain: a drift diffusion account
title_fullStr Perceptual decision parameters and their relation to self-reported pain: a drift diffusion account
title_full_unstemmed Perceptual decision parameters and their relation to self-reported pain: a drift diffusion account
title_short Perceptual decision parameters and their relation to self-reported pain: a drift diffusion account
title_sort perceptual decision parameters and their relation to self reported pain a drift diffusion account
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