ArticleTranslational psychiatry2019
Trait anxiety on effort allocation to monetary incentives: a behavioral and high-density EEG study.
Article in Translational psychiatry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- A nutritional blend of taurine, vitamins B6, B9, and B12 improves motivated behaviors in healthy adults-a double-blinded randomized clinical trial.Frontiers in nutrition · 2026Trial
- Motivation to exert effort dynamically adapts to reward context and environmental controllability.Cognitive, affective & behavioral neuroscience · 2026Article
- Brain mitochondria as key drivers of cognition and behaviour.Nature reviews. Neuroscience · 2026Review
- Mitofusin-2 in ventral striatal D1 neurons regulates effort-based motivation through sex-specific mitochondrial-synaptic reprogramming.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- EEG Resting-state Microstate Dynamics in Children and Adolescents with Avoidant/Restrictive Food Intake Disorder (ARFID).Brain topography · 2025Article
- Article
- Neural and behavioral evidence for oxytocin's facilitatory effects on learning in volatile and stable environments.Communications biology · 2024Article
- Coping in the Clinic: Effects of Clinically Elevated Anxiety on Dynamic Neurophysiological Mechanisms of Escape/Avoidance Preparation.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2023Article
- Glutathione in the nucleus accumbens regulates motivation to exert reward-incentivized effort.eLife · 2022Article
- At-risk alcohol users have disrupted valence discrimination during reward anticipation.Addiction biology · 2022Article
- EEG Biomarkers in Children and Adolescents With Feeding and Eating Disorders: Current Evidence and Future Directions.Frontiers in psychiatry · 2022Review
- Proactive vs. Reactive Aggression Within Two Modified Versions of the Taylor Aggression Paradigm.Frontiers in behavioral neuroscience · 2021Article
- Article
- Glutamine-to-glutamate ratio in the nucleus accumbens predicts effort-based motivated performance in humans.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2020Article
- Involvement of nucleus accumbens D2-medium spiny neurons projecting to the ventral pallidum in anxiety-like behaviour.Journal of psychiatry & neuroscience : JPNArticle
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Trait anxiety is an important phenotype in the prediction of stress-induced neuropsychiatric disorders. While the role of trait anxiety in mental effort and cognitive impairment is well documented, much less is known about its influence on motivated behaviors and physical effort. Here, we investigated trait anxiety-related differences in behavioral and neural responses in an effort-related monetary incentive delay task. Participants prompted with different incentive levels could exert handgrip responses to earn monetary rewards while a 256-channel electroencephalography (EEG) was recorded. Participants' performance was linearly dependent on incentive level, with higher stakes prompting better accuracy and higher grip force. Importantly, we found a striking association between trait anxiety and incentive-related grip force; effort exertion was related to incentive level only in high-anxious individuals. In analyses of neural efficiency associated with effort preparation involving Contingent-negative variation (CNV), we found that the CNV amplitude was sensitive to monetary incentive levels. Source imaging analyses of CNV indicated increased activity in the anterior cingulate cortex (ACC) for the highest incentive level. Importantly, we found a significant interaction between trait anxiety and incentive level on CNV modulation at the interval ranging from -2610 to -2510 ms, with greater CNV responses to the lower monetary incentive sizes in high anxiety. Subsequent mediation analyses supported a mediation of the ACC activation on the association between trait anxiety and incentive-selective grip force. Our study reveals a role for ACC in trait anxiety-related differences on incentive processing, when rewards are dependent on effortful performance.
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