Multiphasic Value Biases in Fast-Paced Decisions

Posted on 2022-12-12 - 15:16 authored by Elaine Corbett

Includes raw data, analysis and modelling code from Corbett, Martinez-Rodriguez, Judd, O'Connell & Kelly (2022), Multiphasic Value Biases in Fast Paced Decisions.


Perceptual decisions are biased toward higher-value options when overall  gains can be improved. When stimuli demand immediate reactions, the  neurophysiological decision process dynamically evolves through distinct  phases of growing anticipation, detection and discrimination, but how  value biases are exerted through these phases remains unknown. Here, by  parsing motor preparation dynamics in human electrophysiology, we  uncovered a multiphasic pattern of countervailing biases operating in  speeded decisions. Anticipatory preparation of higher-value actions  began earlier, conferring a “starting point”-advantage at stimulus  onset, but the delayed preparation of lower-value actions was steeper,  conferring a value-opposed buildup rate bias. This, in turn, was  countered by a transient deflection toward the higher value action  evoked by stimulus detection. A neurally-constrained process model  featuring anticipatory urgency, biased detection, and accumulation of  growing stimulus-discriminating evidence, successfully captured both  behavior and motor preparation dynamics. Thus, an intricate interplay of  distinct biasing mechanisms serves to prioritise time-constrained  perceptual decisions. 

CITE THIS COLLECTION

Corbett, Elaine; Martinez-Rodriguez, L. Alexandra; judd, Cian; O‘Connell, Redmond G; Kelly, Simon P. (2022): Multiphasic Value Biases in Fast-Paced Decisions. Figshare+. Collection. https://doi.org/10.25452/figshare.plus.c.6338693.v1
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FUNDING

Horizon 2020 - Marie Skłodowska-Curie grant agreement No 842143

Science Foundation Ireland Grant No 15/CDA/3591

Horizon 2020 - European Research Council Starting Grant No 63829

Horizon 2020 - European Research Council Consolidator Grant IndDecision – 865474

Irish Research Council (GOIPD/2017/1261)

Research Institution(s)

Trinity College Dublin; University College Dublin

Contact email

corbette@ucd.ie

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AUTHORS (5)

L. Alexandra Martinez-Rodriguez
Cian judd
Redmond G O‘Connell
Simon P. Kelly

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