PLoS ONENeurosciencePeer-reviewed journal article
A Measure of Event-Related Potentials (ERP) Indices of Motivation During Cycling
Rémi Renoud-Grappin, Damien GabrieliD, Emmanuelle Broussard, Laurent MourotiD, Julie GiustinianiiD, Lionel PazartiD
Abstract
Although motivation is a central aspect of the practice of a physical activity, it is a challenging endeavour to predict an individuals level of motivation during the activity. The objective of this study was to assess the feasibility of measuring motivation through brain recording methods during physical activity, with a specific focus on cycling. The experiment employed the Effort Expenditure for Reward Task (EEfRT), a decision-making task based on effort and reward, conducted under two conditions: one involving cycling on an ergometer at moderate intensity and the other without cycling. The P300, an event-related potential linked to motivation, was recorded using electroencephalography. A total of 20 participants were recruited to complete the EEfRT, which involved making effort-based decisions of increasing difficulty in order to receive varying levels of monetary reward. The results demonstrated that the P300 amplitude was influenced by the act of cycling, exhibiting a reduction during the cycling session. This reduction may be explained by a reallocation of cognitive resources due to the exertion of physical effort, which is consistent with the transient hypofrontality theory. In terms of behaviour, participants demonstrated a tendency to make more challenging choices when the potential rewards were higher or the probability of gaining them was lower. This pattern was observed in both the cycling and non-cycling conditions. A positive correlation was identified between P300 amplitude and the proportion of difficult choices, particularly under conditions of low reward probability. This suggests that P300 may serve as a neural marker of motivation. The study demonstrates the feasibility of using electroencephalography to monitor motivation during exercise in real-time, with potential applications in rehabilitation settings. However, further research is required to refine the design and explore the effects of different exercise types on motivation.
- organism: human
- assay: imaging
- research focus: cell type annotation
- research focus: benchmarking
- research focus: software / tool
- approach: experimental assay
- Citations
- 3
- FWCI
- 1.70
- Field percentile
- top 17%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Taking off the training wheels: Measuring auditory P3 during outdoor cycling using an active wet EEG system
Joanna E. M. Scanlon, Kimberley A. Townsend, … Kyle E. Mathewson·Brain ResearchPeer-reviewed·Dec 14, 2017
- Mental fatigue impairs cycling endurance performance and perception of effort, but not muscle activation
Robin Souron, Aurélie Sarcher, … Benjamin Pageaux·Peer Community JournalPeer-reviewed·Jul 27, 2026
- Exploring the limitations of event-related potential measures in moving subjects. Case studies of four different technical modifications in ergometer rowing
Holger Hill·SensorsPeer-reviewed·Oct 1, 2020
- EEG in Motion: Using an Oddball Task to Explore Motor Interference in Active Skateboarding
Daniel Robles, Jonathan W. P. Kuziek, … Kyle E. Mathewson·European Journal of NeurosciencePeer-reviewed·Feb 28, 2021
- Decoding Motivational States and Craving through Electrical Markers for Neural 'Mind Reading'
Alice Mado Proverbio, Alice Zanetti·bioRxiv·Nov 22, 2024
- Capturing cognitive events embedded in the real-world using mobile EEG and Eye-Tracking
Simon Ladouce, Magda Mustile, Frédéric Dehais·bioRxiv·Nov 30, 2021