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Changes in Mental Workload and Motor Performance Throughout Multiple Practice Sessions Under Various Levels of Task
Kyle J Jaquess1, Li-Chuan Lo1, Hyuk Oh2
1Department of Kinesiology, School of Public Health, University of Maryland, College Park, MD, USA.
Neuroscience
|September 30, 2018
Summary
Practicing cognitive-motor skills reduces mental workload, with brain dynamics reflecting this change. However, task difficulty did not alter the rate of mental workload reduction during learning.
Area of Science:
- Cognitive Neuroscience
- Motor Learning
- Human Performance
Background:
- Mental workload allocation is crucial for cognitive-motor performance.
- Previous research focused on mental workload during performance, not learning, and rarely manipulated task difficulty.
- Understanding how task difficulty impacts mental workload during learning is essential for optimizing skill acquisition.
Purpose of the Study:
- To investigate the effects of different task difficulty levels on mental workload during cognitive-motor learning.
- To monitor changes in mental workload using electroencephalography (EEG) and perceived demand over four days of practice.
- To determine if task difficulty influences the rate of mental workload reduction and skill acquisition.
Main Methods:
- Participants practiced a cognitive-motor task under two difficulty levels over four days.
- Collected data included perceived task demand, performance metrics, and electroencephalography (EEG) to assess cortical dynamics.
- Analyzed EEG theta and alpha synchrony to index working memory engagement and cortical activation, respectively.
Main Results:
- Self-reported mental workload decreased with practice across both difficulty levels.
- EEG theta synchrony increased, indicating greater working memory engagement, while alpha synchrony decreased, indicating reduced cortical activation.
- Task difficulty correlated with the degree of alpha desynchrony and the theta-alpha ratio, but did not interact with practice days.
Conclusions:
- Brain dynamics, measured by EEG, are sensitive to changes in cognitive workload during motor learning.
- The rate of mental workload refinement during learning was comparable across different task difficulties.
- Task difficulty did not influence the rate of learning-related mental process refinement, contrary to expectations.
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