Exergames Inherently Contain Cognitive Elements as Indicated by Cortical Processing

被引:29
作者
Anders, Phillipp [1 ]
Lehmann, Tim [2 ,3 ]
Mueller, Helen [1 ,3 ]
Gronvik, Karoline B. [1 ]
Skjaeret-Maroni, Nina [1 ]
Baumeister, Jochen [2 ,3 ]
Vereijken, Beatrix [1 ]
机构
[1] Norwegian Univ Sci & Technol NTNU, Dept Neuromed & Movement Sci, Trondheim, Norway
[2] Univ Flensburg, Inst Hlth Nutr & Sport Sci, Exercise Neurosci & Hlth Lab, Flensburg, Germany
[3] Paderborn Univ, Fac Sci, Dept Exercise & Hlth, Exercise Sci & Neurosci, Paderborn, Germany
关键词
exergaming; balance; EEG; theta; alpha; cognition; WORKING-MEMORY; EEG ALPHA; PHYSICAL-ACTIVITY; OLDER-ADULTS; THETA; OSCILLATIONS; REHABILITATION; PERFORMANCE; ACTIVATION; LOAD;
D O I
10.3389/fnbeh.2018.00102
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Exergames are increasingly used to train both physical and cognitive functioning, but direct evidence whether and how exergames affect cortical activity is lacking. Although portable electroencephalography (EEG) can be used while exergaming, it is unknown whether brain activity will be obscured by movement artifacts. The aims of this study were to assess whether electrophysiological measurements during exergaming are feasible and if so, whether cortical activity changes with additional cognitive elements. Twenty-four young adults performed self-paced sideways leaning movements, followed by two blocks of exergaming in which participants completed a puzzle by leaning left or right to select the correct piece. At the easy level, only the correct piece was shown, while two pieces were presented at the choice level. Brain activity was recorded using a 64-channel passive EEG system. After filtering, an adaptive mixture independent component analysis identified the spatio-temporal sources of brain activity. Results showed that it is feasible to record brain activity in young adults while playing exergames. Furthermore, five spatially different clusters were identified located frontal, bilateral central, and bilateral parietal. The frontal cluster had significantly higher theta power in the exergaming condition with choice compared to self-paced leaning movements and exergaming without choice, while both central clusters showed a significant increase in absolute alpha-2 power in the exergaming conditions compared to the self-paced movements. This is the first study to show that it is feasible to record brain activity while exergaming. Furthermore, results indicated that even a simple exergame without explicit cognitive demands inherently requires cognitive processing. These results pave the way for studying brain activity during various exergames in different populations to help improve their effective use in rehabilitation settings.
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页数:8
相关论文
共 52 条
[1]   Exergaming and Older Adult Cognition A Cluster Randomized Clinical Trial [J].
Anderson-Hanley, Cay ;
Arciero, Paul J. ;
Brickman, Adam M. ;
Nimon, Joseph P. ;
Okuma, Naoko ;
Westen, Sarah C. ;
Merz, Molly E. ;
Pence, Brandt D. ;
Woods, Jeffrey A. ;
Kramer, Arthur F. ;
Zimmerman, Earl A. .
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2012, 42 (02) :109-119
[2]   Video game training enhances cognitive control in older adults [J].
Anguera, J. A. ;
Boccanfuso, J. ;
Rintoul, J. L. ;
Al-Hashimi, O. ;
Faraji, F. ;
Janowich, J. ;
Kong, E. ;
Larraburo, Y. ;
Rolle, C. ;
Johnston, E. ;
Gazzaley, A. .
NATURE, 2013, 501 (7465) :97-+
[3]  
[Anonymous], 2017, R LANG ENV STAT COMP
[4]   Cortical EEG alpha rhythms reflect task-specific somatosensory and motor interactions in humans [J].
Babiloni, Claudio ;
Del Percio, Claudio ;
Arendt-Nielsen, Lars ;
Soricelli, Andrea ;
Romani, Gian Luca ;
Rossini, Paolo Maria ;
Capotosto, Paolo .
CLINICAL NEUROPHYSIOLOGY, 2014, 125 (10) :1936-1945
[5]   Working Memory: Theories, Models, and Controversies [J].
Baddeley, Alan .
ANNUAL REVIEW OF PSYCHOLOGY, VOL 63, 2012, 63 :1-29
[6]   Comparison between Nintendo Wii Fit and conventional rehabilitation on functional performance outcomes after hamstring anterior cruciate ligament reconstruction: prospective, randomized, controlled, double-blind clinical trial [J].
Baltaci, Gul ;
Harput, Gulcan ;
Haksever, Bunyamin ;
Ulusoy, Burak ;
Ozer, Hamza .
KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY, 2013, 21 (04) :880-887
[7]   Can Training in a Real-Time Strategy Video Game Attenuate Cognitive Decline in Older Adults? [J].
Basak, Chandramallika ;
Boot, Walter R. ;
Voss, Michelle W. ;
Kramer, Arthur F. .
PSYCHOLOGY AND AGING, 2008, 23 (04) :765-777
[8]   Brain activity in goal-directed movements in a real compared to a virtual environment using the Nintendo Wii [J].
Baumeister, Jochen ;
Reinecke, Kirsten ;
Cordes, Marjolijn ;
Lerch, Christiane ;
Weiss, Michael .
NEUROSCIENCE LETTERS, 2010, 481 (01) :47-50
[9]   Interpreting EEG alpha activity [J].
Bazanova, O. M. ;
Vernon, D. .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2014, 44 :94-110
[10]  
Brox E., 2011, 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2011), P546, DOI 10.4108/icst.pervasivehealth.2011.246049