Non-linear Amplification of Variability Through Interaction Across Scales Supports Greater Accuracy in Manual Aiming: Evidence From a Multifractal Analysis With Comparisons to Linear Surrogates in the Fitts Task

被引:29
作者
Bell, Christopher A. [1 ]
Carver, Nicole S. [2 ]
Zbaracki, John A. [1 ]
Kelty-Stephen, Damian G. [1 ]
机构
[1] Grinnell Coll, Dept Psychol, Grinnell, IA 50112 USA
[2] Univ Cincinnati, Dept Psychol, Cincinnati, OH 45221 USA
关键词
motor coordination; Fitts task; visual perception; anticipation; multifractal; STRONG ANTICIPATION; PERCEPTION; FRACTALITY; AMPLITUDE; COMPLEXITY; JUDGMENTS; FORMALISM; MOTOR; ORGANIZATION; FLUCTUATIONS;
D O I
10.3389/fphys.2019.00998
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Movement coordination depends on directing our limbs to the right place and in the right time. Movement science can study this central requirement in the Fitts task that asks participants to touch each of two targets in alternation, as accurately and as fast as they can. The Fitts task is an experimental attempt to focus on how the movement system balances its attention to speed and to accuracy. This balance in the Fitts task exhibits a hierarchical organization according to which finer details (e.g., kinematics of single sweeps from one target to the other) change with relatively broader constraints of task parameters (e.g., distance between targets and width of targets). The present work seeks to test the hypothesis that this hierarchical organization of movement coordination reflects a multifractal tensegrity in which non-linear interactions across scale support stability. We collected movement series data during a easy variant of the Fitts task to apply just such a multifractal analysis with surrogate comparison to allow clearer test of non-linear interactions across scale. Furthermore, we test the role of visual feedback both in potential and in fact, i.e., by manipulating both whether experimenters instructed participants that they might potentially have to close their eyes during the task and whether participants actually closed their eyes halfway through the task. We predict that (1) non-linear interactions across scales in hand movement series will produce variability that will actually stabilize aiming in the Fitts task, reducing standard deviation of target contacts; (2) non-linear interactions across scales in head sway will stabilize aiming following the actual closing eyes; and (3) non-linear interactions across scales in head sway and in hand movements will interact to support stabilizing effects of expectation about closing eyes. In sum, this work attempts to make the case that the multifractal-tensegrity hypothesis supports more accurate aiming behavior in the Fitts task.
引用
收藏
页数:17
相关论文
共 95 条
[1]   Disentangling the visual, motor and representational effects of vestibular input [J].
Abekawa, Naotoshi ;
Ferre, Elisa R. ;
Gallagher, Maria ;
Gomi, Hiroaki ;
Haggard, Patrick .
CORTEX, 2018, 104 :46-57
[2]  
Almurad ZMH, 2018, FRONT PHYSIOL, V9, DOI [10.3389/fphys.2018.01766, 10.3389/fphy5.2018.01766]
[3]   Complexity matching in side-by-side walking [J].
Almurad, Zainy M. H. ;
Roume, Clement ;
Delignieres, Didier .
HUMAN MOVEMENT SCIENCE, 2017, 54 :125-136
[4]   Behavioral-independence features of complex heartbeat dynamics [J].
Amaral, LAN ;
Ivanov, PC ;
Aoyagi, N ;
Hidaka, I ;
Tomono, S ;
Goldberger, AL ;
Stanley, HE ;
Yamamoto, Y .
PHYSICAL REVIEW LETTERS, 2001, 86 (26) :6026-6029
[5]  
[Anonymous], 1967, The Coordination and Regulation of Movements
[6]  
[Anonymous], J FEDERATION AM SOC
[7]  
[Anonymous], 2014, Predictive Analytics, Data Mining and Big Data: Myths, Misconceptions and Methods
[8]  
[Anonymous], SCI DISASTERS CLIMAT
[9]   What you see may not be what you get: A brief, nontechnical introduction to overfitting in regression-type models [J].
Babyak, MA .
PSYCHOSOMATIC MEDICINE, 2004, 66 (03) :411-421
[10]   Comparison of detrending methods for fluctuation analysis [J].
Bashan, Amir ;
Bartsch, Ronny ;
Kantelhardt, Jan W. ;
Havlin, Shlomo .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (21) :5080-5090