» Articles » PMID: 36779966

Multiphasic Value Biases in Fast-paced Decisions

Overview
Journal Elife
Specialty Biology
Date 2023 Feb 13
PMID 36779966
Authors
Affiliations
Soon will be listed here.
Abstract

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.

Citing Articles

Proactive response preparation contributes to contingency learning: novel evidence from force-sensitive keyboards.

Weissman D, Schmidt J Psychol Res. 2024; 88(4):1182-1202.

PMID: 38483575 DOI: 10.1007/s00426-024-01940-1.


Cortical β Power Reflects a Neural Implementation of Decision Boundary Collapse in Speeded Decisions.

Kirschner H, Fischer A, Danielmeier C, Klein T, Ullsperger M J Neurosci. 2024; 44(13).

PMID: 38360748 PMC: 10977022. DOI: 10.1523/JNEUROSCI.1713-23.2024.


Balancing true and false detection of intermittent sensory targets by adjusting the inputs to the evidence accumulation process.

Geuzebroek A, Craddock H, OConnell R, Kelly S Elife. 2023; 12.

PMID: 37646405 PMC: 10547474. DOI: 10.7554/eLife.83025.


Multiphasic value biases in fast-paced decisions.

Corbett E, Martinez-Rodriguez L, Judd C, OConnell R, Kelly S Elife. 2023; 12.

PMID: 36779966 PMC: 9925050. DOI: 10.7554/eLife.67711.

References
1.
Trueblood J, Heathcote A, Evans N, Holmes W . Urgency, leakage, and the relative nature of information processing in decision-making. Psychol Rev. 2020; 128(1):160-186. DOI: 10.1037/rev0000255. View

2.
Moran R . Optimal decision making in heterogeneous and biased environments. Psychon Bull Rev. 2014; 22(1):38-53. DOI: 10.3758/s13423-014-0669-3. View

3.
Wagenmakers E, Farrell S . AIC model selection using Akaike weights. Psychon Bull Rev. 2004; 11(1):192-6. DOI: 10.3758/bf03206482. View

4.
Rinkenauer G, Osman A, Ulrich R, Muller-Gethmann H, Mattes S . On the locus of speed-accuracy trade-off in reaction time: inferences from the lateralized readiness potential. J Exp Psychol Gen. 2004; 133(2):261-82. DOI: 10.1037/0096-3445.133.2.261. View

5.
Pfurtscheller G . Central beta rhythm during sensorimotor activities in man. Electroencephalogr Clin Neurophysiol. 1981; 51(3):253-64. DOI: 10.1016/0013-4694(81)90139-5. View