Evidence map›Paper›PMID 40682496›Full record

ArticleHuman brain mapping2025

Effort Expenditure Reduces Prosocial Decision-Making: Computational Principles and Neural Mechanisms.

Yaxin Zhang, Jiarui Dong, Ningxuan Chen, Ping Wei

Abstract read
In one paragraph

Article in Human brain mapping, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Yaxin ZhangBeijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, China.
Jiarui DongBeijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, China.
Ningxuan ChenBeijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, China.
Ping WeiBeijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, China.ORCID 0000-0002-3781-3844

Funding

National Natural Science Foundation of China 31971030National Natural Science Foundation of China 32471105Youth Beijing Scholar Program of Beijing Government
6 · The paper itself

Abstract

Charitable giving is a costly prosocial act in which individuals donate money or other resources to benefit others. Although the relationship between effort and prosocial behavior has been explored, how effort expenditure affects subsequent prosocial decisions and the underlying neurocognitive processes remains poorly understood. We conducted two experiments to address this, using cognitive modeling of behavioral responses in Experiment 1 and electrophysiological recordings in Experiment 2. In both experiments, participants received cues indicating the effort type required (effort vs. no-effort) before completing a task involving either physical effort or rest. They earned monetary rewards based on performance or unconditionally and then decided whether to accept donation offers at low, medium, or high costs. Behavioral results in both experiments revealed that participants were more likely to reject donation offers after exerting effort, particularly for medium- and high-cost offers. Analysis using a hierarchical drift diffusion model revealed that participants accumulated information more rapidly and required less evidence for decision-making in the effort condition compared to the no-effort condition. Electrophysiological results revealed that effort expenditure heightened reward-sensitive neural responses upon receiving monetary feedback, as reflected by increased reward positivity, fb-P3, and fb-delta power. Moreover, higher amplitudes of reward positivity and fb-P3 in response to effort-earned feedback were associated with less generous prosocial donations. These findings demonstrate that effort expenditure amplifies reward sensitivity, expedites the accumulation of self-interest, simplifies the decision-making process, and ultimately strengthens proself choices during decision-making.

Indexed as

AltruismCerebral CortexDecision MakingEvoked PotentialsRewardSocial BehaviorAdolescentAdultElectroencephalographyFemaleHumansMaleYoung Adultdictator gameeffortmonetary costprosocial behavior

Identifiers

PMID40682496
PMCPMC12275013

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.