Accelerated Neurocomputation in Human Decision‐Making Under Time Pressure

It is common to make risky decisions under time pressure. However, there are ongoing debates regarding the interpretation of the intrinsic mechanisms through which time pressure influences risky decision-making. The current study, combining a sequential risk-taking task, behavioral modeling, and time-resolved multivariate pattern analysis on electroencephalography signals, explored the intrinsic mechanisms underlying the influence of time pressure on risky decision-making. Results from both the behavioral and neural levels indicated that under time pressure, decision-makers enhanced their computation of the value of different options, with this computation primarily based on the potential benefits of options, and made more conservative decision. Additionally, under time pressure, decision-makers' emotion experience was related to the indicator of valuation stage (i.e., decoding accuracy) of decision-making and they spent less time on the subsequent selection stage. The current study highlights that, during risky decision-making under time pressure, the brain does not suppress a particular information processing process; instead, it operates in an accelerated manner.

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Publication Details

Journal
Psychophysiology
Published
2024-12-30
DOI
https://doi.org/10.1111/psyp.14749
Citations
5
Primary Topic
EEG and Brain-Computer Interfaces
Type
article
Field-Weighted Citation Impact
1.71

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article

Accelerated Neurocomputation in Human Decision‐Making Under Time Pressure

Lin Li, Yang Lu, Zhiyuan Liu, Sijia Liu et al.
5 citations
Psychophysiology
EEG and Brain-Computer Interfaces
1.71
article

Accelerated Neurocomputation in Human Decision‐Making Under Time Pressure

Lin Li, Yang Lu, Zhiyuan Liu, Sijia Liu, Shuang Li, Xiuyan Guo, Siyi Liu
article en
5 citations

Abstract

It is common to make risky decisions under time pressure. However, there are ongoing debates regarding the interpretation of the intrinsic mechanisms through which time pressure influences risky decision-making. The current study, combining a sequential risk-taking task, behavioral modeling, and time-resolved multivariate pattern analysis on electroencephalography signals, explored the intrinsic mechanisms underlying the influence of time pressure on risky decision-making. Results from both the behavioral and neural levels indicated that under time pressure, decision-makers enhanced their computation of the value of different options, with this computation primarily based on the potential benefits of options, and made more conservative decision. Additionally, under time pressure, decision-makers' emotion experience was related to the indicator of valuation stage (i.e., decoding accuracy) of decision-making and they spent less time on the subsequent selection stage. The current study highlights that, during risky decision-making under time pressure, the brain does not suppress a particular information processing process; instead, it operates in an accelerated manner.

PsychophysiologyVol. 62(1)
Nanjing Forestry University (CN), Fudan University (CN), East China Normal University (CN), Shaanxi Normal University (CN)
National Natural Science Foundation of China, Social Science Foundation of Shaanxi Province, Fundamental Research Funds for the Central Universities
Peace, Justice and strong institutions
Openalex Percentile: Top 15%
EEG and Brain-Computer Interfaces
1.71
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Accelerated Neurocomputation in Human Decision‐Making Under Time Pressure — Lin Li, Yang Lu, et al. · Psychophysiology (2024) | TGRS Research Map | TGRS