MENTAL WORKLOAD AND MOTOR PERFORMANCE DYNAMICS DURING PRACTICE OF REACHING MOVEMENTS UNDER VARIOUS LEVELS OF TASK DIFFICULTY

被引:24
|
作者
Shuggi, Isabelle M. [1 ,2 ]
Oh, Hyuk [1 ]
Shewokis, Patricia A. [3 ,4 ]
Gentili, Rodolphe J. [1 ,2 ,5 ]
机构
[1] Univ Maryland, Sch Publ Hlth, Dept Kinesiol, College Pk, MD 20742 USA
[2] Univ Maryland, Program Neurosci & Cognit Sci, College Pk, MD 20742 USA
[3] Drexel Univ, Sch Biomed Engn Sci & Hlth Syst, Philadelphia, PA 19104 USA
[4] Drexel Univ, Nutr Sci Dept, Coll Nursing & Hlth Profess, Philadelphia, PA 19104 USA
[5] Univ Maryland, Maryland Robot Ctr, College Pk, MD 20742 USA
关键词
motor practice; mental workload; motor performance dynamics; sensorimotor mapping; reaching movements; human-machine interaction; COGNITIVE LOAD THEORY; COMPUTER-INTERFACE; NASA-TLX; INDIVIDUAL-DIFFERENCES; SKILL; DESIGN; INTERFERENCE; ACQUISITION; ADAPTATION; EFFICIENCY;
D O I
10.1016/j.neuroscience.2017.07.048
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The assessment of mental workload can inform attentional resource allocation during task performance that is essential for understanding the underlying principles of human cognitive-motor behavior. While many studies have focused on mental workload in relation to human performance, a modest body of work has examined it in a motor practice/learning context without considering individual variability. Thus, this work aimed to examine mental workload by employing the NASA TLX as well as the changes in motor performance resulting from the practice of a novel reaching task. Two groups of participants practiced a reaching task at a high and low nominal difficulty during which a group-level analysis assessed the mental workload, motor performance and motor improvement dynamics. A secondary cluster analysis was also conducted to identify specific individual patterns of cognitive-motor responses. Overall, both group-and cluster-level analyses revealed that: (i) all participants improved their performance throughout motor practice, and (ii) an increase in mental workload was associated with a reduction of the quality of motor performance along with a slower rate of motor improvement. The results are discussed in the context of the optimal challenge point framework and in particular it is proposed that under the experimental conditions employed here, functional task difficulty: (i) would possibly depend on an individuals' information processing capabilities, and (ii) could be indexed by the level of mental workload which, when excessively heightened can decrease the quality of performance and more generally result in delayed motor improvements. (C) 2017 IBRO. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:166 / 179
页数:14
相关论文
共 50 条
  • [1] Changes in Mental Workload and Motor Performance Throughout Multiple Practice Sessions Under Various Levels of Task Difficulty
    Jaquess, Kyle J.
    Lo, Li-Chuan
    Oh, Hyuk
    Lu, Calvin
    Ginsberg, Andrew
    Tan, Ying Ying
    Lohse, Keith R.
    Miller, Matthew W.
    Hatfield, Bradley D.
    Gentili, Rodolphe J.
    NEUROSCIENCE, 2018, 393 : 305 - 318
  • [2] Changes in mental workload and motor performance during practice of reaching movements performed under different levels of challenge
    Shuggi, Isabelle M.
    Oh, Hyuk
    Shewokis, Patricia A.
    Gentili, Rodolphe J.
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2017, 39 : S199 - S199
  • [3] Changes in motor performance and mental workload during practice of reaching movements: a team dynamics perspective
    Shuggi, Isabelle M.
    Shewokis, Patricia A.
    Herrmann, Jeffrey W.
    Gentili, Rodolphe J.
    EXPERIMENTAL BRAIN RESEARCH, 2018, 236 (02) : 433 - 451
  • [4] Changes in motor performance and mental workload during practice of reaching movements: a team dynamics perspective
    Isabelle M. Shuggi
    Patricia A. Shewokis
    Jeffrey W. Herrmann
    Rodolphe J. Gentili
    Experimental Brain Research, 2018, 236 : 433 - 451
  • [5] Motor performance and mental workload assessment during practice of reaching movements in a context of team dynamics
    Shuggi, Isabelle M.
    Shewokis, Patricia A.
    Herrmann, Jeffrey W.
    Gentili, Rodolph J.
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2017, 39 : S198 - S199
  • [6] Mental Workload Assessment During Arm Reaching Performance under Various Levels of Cognitive and Motor Demands
    Ayoub, Maria J.
    Shaw, Emma P.
    Shuggi, Isabelle M.
    Gaskins, Christopher
    Danos, Elena C.
    Gentili, J.
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2019, 41 : S25 - S25
  • [7] Effects of Practice-Induced Mental Workload During Reaching Movements on Transfer of Cognitive-Motor Performance under Various Demands
    Shuggi, Isabelle M.
    Oh, Hyuk
    Shaw, Emma P.
    Ritland, Bradley M.
    Shewokis, Patricia A.
    Gentili, Rodolphe J.
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2019, 41 : S48 - S48
  • [8] Motor Performance, Mental Workload and Self-Efficacy Dynamics during Learning of Reaching Movements throughout Multiple Practice Sessions
    Shuggi, Isabelle M.
    Oh, Hyuk
    Wu, Helena
    Ayoub, Maria J.
    Moreno, Arianna
    Shaw, Emma P.
    Shewokis, Patricia A.
    Gentili, Rodolphe J.
    NEUROSCIENCE, 2019, 423 : 232 - 248
  • [9] Combined Assessment of Attentional Reserve and Cognitive-Motor Effort for Mental Workload Evaluation During Practice of Reaching Movements
    Shuggi, Isabelle
    Oh, Hyuk
    Shaw, Emma
    Galway, William
    Gaskins, Christopher
    Gentili, Rodolphe
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2019, 41 : S48 - S48
  • [10] Changes in mental workload and motor performance during the learning of a novel cognitive motor task over multiple practice sessions
    Jaquess, Kyle J.
    Lo Li-Chuan
    Oh, Hyuk
    Lu, Calvin
    Ginsberg, Andrew
    Tan Ying Ying
    Hatfield, Bradley D.
    Gentili, Rodolphe J.
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2017, 39 : S268 - S268