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Functional Imaging with Reinforcement, Eyetracking, and Physiological Monitoring
Published on: November 13, 2008
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Precision Imaging for Intraindividual Investigation of the Reward Response.
Matthew Mattoni1, Shenghan Wang1, Cooper J Sharp1
1Temple University, Department of Psychology and Neuroscience.
Biorxiv : the Preprint Server for Biology
|October 3, 2025
Summary
Functional MRI (fMRI) studies benefit from within-person analysis due to low reliability in between-person comparisons. Intensive longitudinal designs are crucial for understanding individual brain function changes.
Area of Science:
- Neuroimaging
- Cognitive Neuroscience
- Psychology
Background:
- Functional magnetic resonance imaging (fMRI) research often relies on between-person comparisons, which are limited by low test-retest reliability.
- Understanding within-person processes requires studies that track changes in brain function and behavior over time.
Purpose of the Study:
- To investigate the utility of between-person versus within-person analyses in fMRI research.
- To examine the reliability and intraindividual variance of the blood-oxygen-level-dependent (BOLD) response to reward tasks.
- To explore the impact of mood and alertness on reward processing within individuals.
Main Methods:
- Analysis of a novel, intensively sampled fMRI dataset (Night Owls Scan Club) with 44 sessions across four participants.
- Participants completed reward tasks, mood/alertness ratings, and mood manipulations in each session.
- Examined test-retest reliability and intraindividual variance of the reward response.
Main Results:
- Test-retest reliability of the reward response was very low, indicating limited utility for between-person comparisons.
- Mood induction led to small increases in reward anticipation response.
- Mood and alertness explained significant intraindividual variance in reward response, up to 31% for one participant.
Conclusions:
- fMRI BOLD activation to reward tasks is more suitable for within-person than between-person study.
- Intensive longitudinal neuroimaging designs are necessary for capturing meaningful intraindividual brain-behavior relationships.
- Findings challenge traditional between-person approaches in fMRI and advocate for personalized neuroscience.
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