Department of Kinesiology, School of Public Health, University of Maryland, College Park, MD, USA.
Department of Kinesiology, School of Public Health, University of Maryland, College Park, MD, USA; Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, USA.
Neuroscience. 2018 Nov 21;393:305-318. doi: 10.1016/j.neuroscience.2018.09.019. Epub 2018 Sep 26.
The allocation of mental workload is critical to maintain cognitive-motor performance under various demands. While mental workload has been investigated during performance, limited efforts have examined it during cognitive-motor learning, while none have concurrently manipulated task difficulty. It is reasonable to surmise that the difficulty level at which a skill is practiced would impact the rate of skill acquisition and also the rate at which mental workload is reduced during learning (relatively slowed for challenging compared to easier tasks). This study aimed to monitor mental workload by assessing cortical dynamics during a task practiced under two difficulty levels over four days while perceived task demand, performance, and electroencephalography (EEG) were collected. As expected, self-reported mental workload was reduced, greater working memory engagement via EEG theta synchrony was observed, and reduced cortical activation, as indexed by progressive EEG alpha synchrony was detected during practice. Task difficulty was positively related to the magnitude of alpha desynchrony and accompanied by elevations in the theta-alpha ratio. Counter to expectation, the absence of an interaction between task difficulty and practice days for both theta and alpha power indicates that the refinement of mental processes throughout learning occurred at a comparable rate for both levels of difficulty. Thus, the assessment of brain dynamics was sensitive to the rate of change of cognitive workload with practice, but not to the degree of difficulty. Future work should consider a broader range of task demands and additional measures of brain processes to further assess this phenomenon.
在各种需求下,分配心理工作量对于维持认知-运动表现至关重要。虽然在表现期间已经研究了心理工作量,但很少有研究在认知-运动学习期间检查它,也没有研究同时操纵任务难度。有理由推测,练习技能的难度水平将影响技能的习得速度,以及学习期间心理工作量的降低速度(与较难任务相比,较慢)。本研究旨在通过在四天内评估在两个难度级别下练习的任务期间评估皮质动力学来监测心理工作量,同时收集感知的任务需求、表现和脑电图(EEG)。正如预期的那样,自我报告的心理工作量减少了,通过 EEG theta 同步观察到更多的工作记忆参与,并且在练习过程中检测到皮质激活减少,由渐进 EEG alpha 同步表示。任务难度与 alpha 去同步的幅度呈正相关,并且伴随着 theta-alpha 比的升高。与预期相反,theta 和 alpha 功率之间的任务难度和练习天数之间没有交互作用表明,在学习过程中,心理过程的精细化以相似的速度在两种难度水平上发生。因此,大脑动力学的评估对认知工作量随练习的变化率敏感,但对难度程度不敏感。未来的工作应该考虑更广泛的任务需求和额外的大脑过程测量,以进一步评估这种现象。