Evidence map›Paper›PMID 42303963›Full record

ArticleCognitive, affective & behavioral neuroscience2026

The influence of effort expenditure on the neurophysiological substrates of reward processing in early adolescence.

Jaron X Y Tan, Pan Liu

Abstract read
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In one paragraph

Article in Cognitive, affective & behavioral neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Jaron X Y TanDepartment of Psychology, University of Alberta, P-311 Biological Sciences Building, 11455 Saskatchewan Drive, Edmonton, Alberta, T6G 2E9, Canada. jaronxey@ualberta.ca.ORCID http://orcid.org/0009-0007-2770-5093
Pan LiuDepartment of Psychology, University of Alberta, P-311 Biological Sciences Building, 11455 Saskatchewan Drive, Edmonton, Alberta, T6G 2E9, Canada.

Funding

Technical Services CoreP30GM114748 · NIGMS · NORTH DAKOTA STATE UNIVERSITY · PI MCCOURT, MARK E. · 2016 to 2020
$5.0M
NIGMS Centers of Biomedical Research Excellence P30 GM114748NIGMS NIH HHS P30 GM114748
6 · The paper itself

Abstract

Reward and motivation are two processes that drive goal-directed behaviors and are closely linked to the development of psychopathology. One behavioral measure of motivation is effort expenditure-the amount of effort exerted to attain a desirable outcome. In adults, higher effort expenditure has been associated with heightened neural responses to reward cues but diminished responses to reward anticipation and feedback. However, it is unclear whether similar patterns exist in early adolescence, a critical period for the development of reward- and motivation-related processes. Applying event-related potentials to a novel Effort-Doors task, we explored the effort-reward relationship in a community sample of 92 10-to-13-year-olds (53 females, mean/SD of age = 12.06/1.2 years). Behaviorally, youths were slower to respond in high-effort trials; they were also more likely to switch their choices following higher effort and reward losses in previous trials. At the neural level, greater effort expenditure increased youths' attention to reward cues (indexed by a larger cue-P3) and decreased the overall value associated with the reward trial (indexed by a smaller RewP). Effort did not influence feedback-elicited P3 or the late positive potential (LPP). Our work provided important preliminary evidence on the distinct effects of effort on different stages of reward processing in early adolescents. Future work is needed to better understand the underlying mechanisms of effort-based reward processes, their development across adolescence, and how they relate to behavior.

Indexed as

BrainEvoked PotentialsMotivationRewardAdolescentAttentionChildChoice BehaviorCuesElectroencephalographyFeedback, PsychologicalFemaleHumansMaleReaction TimeEarly adolescenceEffort expenditureEvent-related potentialsMotivationReward stages

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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.