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Updated: Jun 26, 2026

Motor Imagery Performance Through Embodied Digital Twins in a Virtual Reality-Enabled Brain-Computer Interface Environment
Published on: May 10, 2024
Hand mental rotation reaction time reflects motor imagery strategy and predicts changes in finger dexterity after
Yuki Fukumoto1,2, Keisuke Fujii3, Marina Todo1,2
1Physical Therapy Laboratory, Kansai University of Health Sciences.
Background:
Motor imagery can improve motor performance, but its effects vary among individuals. Hand mental rotation may reflect individual characteristics related to motor imagery processing, including imagery strategies. This study examined whether the reaction time in a hand mental rotation task could explain interindividual differences in motor imagery-induced changes in finger dexterity and spinal motor neuron excitability.
Methods:
Participants were classified into 'good' and 'poor' groups according to the reaction times for right- and left-hand mental rotation judgments. Finger dexterity was assessed using the Purdue Pegboard task, and spinal motor neuron excitability during motor imagery was evaluated using F-waves.
Results:
Grouping based on hand mental rotation reaction time showed no interaction effect on the F/M amplitude ratio. In contrast, grouping based on left-hand mental rotation reaction time revealed greater improvement in finger dexterity in the poor group. Left-hand mental rotation reaction time showed a weak association with backward digit span performance but not with other measures of working memory.
Conclusion:
The hand mental rotation reaction time may reflect differences in motor imagery strategy rather than motor imagery ability and may explain interindividual differences in motor imagery-related improvements in finger dexterity.

