ArticleJournal of neurophysiology2018
Vigor of reaching movements: reward discounts the cost of effort.
Article in Journal of neurophysiology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 87 papers.
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Who cites it
87 citing papers in PubMed.
- Intrinsic rewards guide visual resource allocation via reinforcement learning.Nature human behaviour · 2026Article
- The Tower Foraging Park: A paradigm for studying cognitive and motor processes underlying behavioral flexibility in freely moving mice.iScience · 2026Article
- Linking reaction time variability to physiological markers of arousal across timescales.bioRxiv : the preprint server for biology · 2026Article
- Integrated approaches for investigating the neural bases of movement-highlights from the 34th Annual Meeting of the Society for the Neural Control of Movement.Journal of neurophysiology · 2026Article
- A neural language for the cerebellum: control of behavior via competing populations of Purkinje cells.Journal of neurophysiology · 2026Review
- Rapid dopaminergic signatures in movement: Reach vigor reflects reward prediction error and learned expectation.Science advances · 2026Article
- The embodied digital divide: how sensorimotor experience shapes touchscreen typing performance and strategy.Experimental brain research · 2026Article
- A consistent vigor network in Parkinson's disease: a potential target for brain stimulation effects.Frontiers in human neuroscience · 2026Article
- The effects of unpleasant thermal and auditory stimulus on wrist extensor muscle activity during discrete and continuous wrist movements.Experimental brain research · 2025Article
- Rapid Dopaminergic Signatures in Movement: Reach Vigor Reflects Reward Prediction Error and Learned Expectation.bioRxiv : the preprint server for biology · 2025Article
- Reward influences movement vigor through multiple motor cortical mechanisms.bioRxiv : the preprint server for biology · 2025Article
- Mapping Eye, Arm, and Reward Information in Frontal Motor Cortices Using Electrocorticography in Nonhuman Primates.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- The Use of Extrinsic Performance Feedback and Reward to Enhance Upper Limb Motor Behavior and Recovery Post-Stroke: A Scoping Review.Neurorehabilitation and neural repair · 2025Article
- Computational mechanism underlying switching of motor actions.PLoS computational biology · 2025Article
- Frequency-specific changes in prefrontal activity associated with maladaptive belief updating in volatile environments in euthymic bipolar disorder.Translational psychiatry · 2025Article
- An examination of the cognitive and affective processes in errorless motor learning: study protocol.Frontiers in psychology · 2025Article
- Rapid, systematic updating of movement by accumulated decision evidence.Nature communications · 2024Article
- The affective response to positive performance feedback is associated with motor learning.Experimental brain research · 2024Article
- Gravity support from a robotic exoskeleton increases spontaneous use of the nondominant upper extremity during a choice reaching task.Journal of neurophysiology · 2024Article
- A neural basis of choking under pressure.Neuron · 2024Article
27 more citing papers are in PubMed but not listed here.
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Authors and funding
3 authors.
Funding
Abstract
Making a movement may be thought of as an economic decision in which one spends effort to acquire reward. Time discounts reward, which predicts that the magnitude of reward should affect movement vigor: we should move faster, spending greater effort, when there is greater reward at stake. Indeed, saccade peak velocities are greater and reaction-times shorter when a target is paired with reward. In this study, we focused on human reaching and asked whether movement kinematics were affected by expectation of reward. Participants made out-and-back reaching movements to one of four quadrants of a 14-cm circle. During various periods of the experiment only one of the four quadrants was paired with reward, and the transition from reward to nonreward status of a quadrant occurred randomly. Our experiment design minimized dependence of reward on accuracy, granting the subjects wide latitude in self-selecting their movement speed, amplitude, and variability. When a quadrant was paired with reward, reaching movements had a shorter reaction time, higher peak velocity, and greater amplitude. Despite this greater vigor, movements toward the rewarded quadrant suffered from less variability: both reaction times and reach kinematics were less variable when there was expectation of reward. Importantly, the effect of reward on vigor was specific to the movement component that preceded the time of reward (outward reach), not the movement component that followed it (return reach). Our results suggest that expectation of reward not only increases vigor of human reaching but also decreases its variability. NEW & NOTEWORTHY Movements may be thought of as an economic transaction where the vigor of the movement represents the effort that the brain is willing to expend to acquire a rewarding state. We show that in reaching, reward discounts the cost of effort, producing movements with shorter reaction time, higher velocity, greater amplitude, and reduced reaction-time variability. These results complement earlier observations in saccades, suggesting a common principle of economics across modalities of motor control.
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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.