Multiphasic value biases in fast-paced decisions

Elife. 2023 Feb 13:12:e67711. doi: 10.7554/eLife.67711.

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.

Keywords: decision making; electroencephalography; human; neuroscience; sequential sampling models.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bias
  • Choice Behavior* / physiology
  • Decision Making* / physiology
  • Humans
  • Reaction Time / physiology

Associated data

  • figshare/10.25452/figshare.plus.c.6338693.v1

Grants and funding

The funders had no role in study design, data collection, and interpretation, or the decision to submit the work for publication.