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Prabhu NM, Lehmann N, Kaminski E, Müller N, Taubert M. Online stimulation of the prefrontal cortex during practice increases motor variability and modulates later cognitive transfer: a randomized, double-blinded and sham-controlled tDCS study. Sci Rep 2024; 14:20162. [PMID: 39215020 PMCID: PMC11364672 DOI: 10.1038/s41598-024-70857-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 08/21/2024] [Indexed: 09/04/2024] Open
Abstract
The benefits of learning a motor skill extend to improved task-specific cognitive abilities. The mechanistic underpinnings of this motor-cognition relationship potentially rely on overlapping neural resources involved in both processes, an assumption lacking causal evidence. We hypothesize that interfering with prefrontal networks would inhibit concurrent motor skill performance, long-term learning and associated cognitive functions dependent on similar networks (transfer). We conducted a randomised, double-blinded, sham-controlled brain stimulation study using transcranial direct current stimulation (tDCS) in young adults spanning over three weeks to assess the role of the prefrontal regions in learning a complex balance task and long-term cognitive performance. Balance training combined with active tDCS led to higher performance variability in the trained task as compared to the sham group, impacting the process of learning a complex task without affecting the learning rate. Furthermore, active tDCS also positively influenced performance in untrained motor and cognitive tasks. The findings of this study help ascertaining the networks directly involved in learning a complex motor task and its implications on cognitive function. Hence, opening up the possibility of harnessing the observed frontal networks involved in resource mobilization in instances of aging, brain lesion/injury or dysfunction.
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Affiliation(s)
- Nisha Maria Prabhu
- Faculty of Human Sciences, Department of Sport Science, Institute III, Otto von Guericke University, Zschokkestraße 32, 39104, Magdeburg, Germany.
| | - Nico Lehmann
- Faculty of Human Sciences, Department of Sport Science, Institute III, Otto von Guericke University, Zschokkestraße 32, 39104, Magdeburg, Germany
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany
| | - Elisabeth Kaminski
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany
- Department of Movement Neuroscience, Faculty of Sport Science, Leipzig University, Leipzig, Germany
| | - Notger Müller
- Center for Behavioral and Brain Science (CBBS), Otto von Guericke University, Universitätsplatz 2, 39106, Magdeburg, Germany
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, Am Mühlenberg 9, 14476, Potsdam, Germany
- Neuroprotection Lab, German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Marco Taubert
- Faculty of Human Sciences, Department of Sport Science, Institute III, Otto von Guericke University, Zschokkestraße 32, 39104, Magdeburg, Germany.
- Center for Behavioral and Brain Science (CBBS), Otto von Guericke University, Universitätsplatz 2, 39106, Magdeburg, Germany.
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Moy B, Renshaw I, Gorman AD. Applying the constraints-led approach to facilitate exploratory learning of the volleyball serve. J Sports Sci 2024; 42:511-518. [PMID: 38676287 DOI: 10.1080/02640414.2024.2345415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024]
Abstract
Exploration is an important feature for successfully learning motor skills. However, game rules such as one attempt to serve in volleyball could discourage exploration due to an individual's fear of making a mistake and forfeiting a point. The constraints-led approach is a coaching methodology that encourages exploration by selectively manipulating task constraints such as rules. Therefore, the aim of this study was to examine whether the addition of the task constraint of a second serve would encourage volleyball players to use their first serve to explore their action capabilities. Forty male high school students competed in two volleyball games; a regulation (single serve) game and a modified (2-serve) game. Participants reported that having a second chance at serving allowed them to feel more confident and relaxed which facilitated the exploration of their serving capability. In the 2-serve game, participants attempted a more powerful (M = 60.3 km/hr), and complex (M = 44.5% jump topspin serves) first serve, compared to the regulation game (M = 55.6 km/hr; M = 25.2% jump topspin serves). Findings suggest that to facilitate learning of motor skills, it is important to manipulate the practice environment using task constraints to address the factors that restrict exploration.
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Affiliation(s)
- Brendan Moy
- School of Exercise and Nutrition Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Ian Renshaw
- School of Exercise and Nutrition Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Adam D Gorman
- School of Exercise and Nutrition Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Australia
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Draghi TTG, Smits-Engelsman B, Godoi-Jacomassi D, Cavalcante Neto JL, Jelsma D, Tudella E. Short- and Long-Term Changes in Balance After Active Video Game Training in Children With and Without Developmental Coordination Disorder: A Randomized Controlled Trial. Motor Control 2024:1-19. [PMID: 38290498 DOI: 10.1123/mc.2023-0070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 11/29/2023] [Accepted: 12/12/2023] [Indexed: 02/01/2024]
Abstract
Active video games (AVG) have been used as training tools and are known to ameliorate balance performance in children with Developmental Coordination Disorder (DCD). Our aim was to evaluate balance using clinical tests and by measuring body sway using a force plate with a mixed design of vision (eyes open/eyes closed), surface (rigid/soft), and support (stance/semitandem) before, and after, training and 4 months later (follow-up). Thirty-six DCD children and 40 typically developing children participated in the study, of which 50 children (26 DCD; 24 typically developing) were retested after 4 months. Balance improved on the clinical measures after the training, which was independent of type of AVG (Wii-Fit and Xbox Kinect) used, and this effect was still present after 4 months. The AVG training did not influence general sway behavior, but only sway in the eyes-open condition, corresponding with task demands of the training and indicating a training-specific effect. Overall, DCD children and typically developing children responded comparably to the AVG training, thereby maintaining the gap in performance between the two groups. The changes in postural sway are interpreted as a sign of more confidence and less freezing of the joints, enabling greater flexibility of movements and balance strategies as supported by the improved performance on balance tests in the DCD children. This is the first study that showed long-term effects of AVG training on balance performance. However, these follow-up results should be interpreted with caution given that 35% of the children were lost in follow-up.
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Affiliation(s)
- Tatiane Targino Gomes Draghi
- Núcleo de Estudos em Neuropediatria e Motricidade-NENEM, Department of Physical Therapy, Federal University of São Carlos, São Carlos, SP, Brazil
| | - Bouwien Smits-Engelsman
- Department of Health & Rehabilitation Sciences, Faculty of Health Sciences, Division of Physiotherapy, University of Cape Town, Cape Town, South Africa
- Physical Activity, Sport and Recreation, Faculty Health Sciences, North-West University, Potchefstroom, South Africa
| | - Daniela Godoi-Jacomassi
- Motor Behavior Laboratory, Department of Physical Education, Federal University of São Carlos, São Carlos, SP, Brazil
| | | | - Dorothee Jelsma
- Clinical and Developmental Neuropsychology, University of Groningen, Groningen, The Netherlands
| | - Eloisa Tudella
- Núcleo de Estudos em Neuropediatria e Motricidade-NENEM, Department of Physical Therapy, Federal University of São Carlos, São Carlos, SP, Brazil
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Dussault-Picard C, Cherni Y, Ferron A, Robert MT, Dixon PC. The effect of uneven surfaces on inter-joint coordination during walking in children with cerebral palsy. Sci Rep 2023; 13:21779. [PMID: 38066308 PMCID: PMC10709314 DOI: 10.1038/s41598-023-49196-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 12/05/2023] [Indexed: 12/18/2023] Open
Abstract
Clinical gait analysis on uneven surfaces contributes to the ecological assessment of gait deviations of children with spastic cerebral palsy (CP). Walking on uneven surfaces requires specific motor strategies, which can be assessed by lower-limb kinematic and inter-joint coordination analyses. This study aimed to assess and compare kinematics and inter-joint coordination between children with CP and their typically developing (TD) peers when walking on even and two levels of uneven surfaces (medium and high). A total of 17 children with CP and 17 TD children (11.5 ± 3.5 and 10.4 ± 4.5 years old, respectively) were asked to complete 6-8 gait trials on a 4-m walkway of each surface (n = 3) in randomized blocks while fit with retro-reflective markers on their lower-limbs. Children with CP showed proximal gait adaptations (i.e., hip and knee) on uneven surfaces. Compared with the TD group, the CP group showed decreased hip extension during late stance (49-63%, d = 0.549, p < 0.001), and a more in-phase knee-hip coordination strategy during swing phase (75-84% of gait cycle, d = 1.035, p = 0.029 and 92-100%, d = 1.091, p = 0.030) when walking on an uneven (high), compared to even surface. This study provides a better understanding of kinematic strategies employed by children with spastic CP when facing typical daily life gait challenges. Further studies are needed to evaluate the benefits of integrating uneven surfaces in rehabilitation care.
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Affiliation(s)
- C Dussault-Picard
- Faculty of Medicine, School of Kinesiology and Physical Activity Sciences, University of Montreal, Montreal, Canada.
- Research Center of the Sainte-Justine University Hospital (CRCHUSJ), Montreal, Canada.
| | - Y Cherni
- Faculty of Medicine, School of Kinesiology and Physical Activity Sciences, University of Montreal, Montreal, Canada
- Research Center of the Sainte-Justine University Hospital (CRCHUSJ), Montreal, Canada
- Institute of Biomedical Engineering, Faculty of Medicine, University of Montreal, Montreal, Canada
| | - A Ferron
- Research Center of the Sainte-Justine University Hospital (CRCHUSJ), Montreal, Canada
- Department of Biology, University of Quebec in Montreal, Montreal, Canada
| | - M T Robert
- Department of Rehabilitation, Faculty of Medicine, Laval University, Quebec City, Canada
| | - P C Dixon
- Faculty of Medicine, School of Kinesiology and Physical Activity Sciences, University of Montreal, Montreal, Canada
- Research Center of the Sainte-Justine University Hospital (CRCHUSJ), Montreal, Canada
- Institute of Biomedical Engineering, Faculty of Medicine, University of Montreal, Montreal, Canada
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Lindsay RS, Komar J, Chow JY, Larkin P, Spittle M. Different pedagogical approaches to motor imagery both demonstrate individualized movement patterns to achieve improved performance outcomes when learning a complex motor skill. PLoS One 2023; 18:e0282647. [PMID: 38019823 PMCID: PMC10686457 DOI: 10.1371/journal.pone.0282647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 02/20/2023] [Indexed: 12/01/2023] Open
Abstract
Cognitive training techniques such as motor imagery (MI)-cognitive simulation of movement, has been found to successfully facilitate skill acquisition. The MI literature emphasizes the need to accurately imitate key elements of motor execution to facilitate improved performance outcomes. However, there is a scarcity of MI research investigating how contemporary approaches to motor learning, such as nonlinear pedagogy (NLP), can be integrated into MI practice. Grounded in an ecological dynamics approach to human movement, NLP proposes that skilled action is an emergent process that results from continuous interactions between perceptual information of the environment and movement. This emergent process can be facilitated by the manipulation of key task constraints that aim to encourage learners to explore movement solutions that satisfy individual constraints (e.g., height and weight) and achieve successful performance outcomes. The aim of the present study was to explore the application of a NLP approach to MI approach for skill acquisition. Fourteen weightlifting beginners (two female and 12 male) participated in a 4-week intervention involving either NLP (i.e. analogy-based instructions and manipulation of task constraints) or a linear pedagogy (LP; prescriptive instructions of optimal technique, repetition of same movement form) to learn a complex weightlifting derivative. Performance accuracy, movement criterion (barbell trajectory type), kinematic data, and quantity of exploration/exploitation were measured pre-mid-post intervention. No significant differences (p = .438) were observed in the amount of exploration between LP (EER = 0.41) and NLP (EER = 0.26) conditions. Equivalent changes in rearward displacement (R×D) were observed with no significant differences between conditions for technique assessments 1, 2, or 3 (p = .13 - .67). Both NLP and LP conditions were found to primarily demonstrate 'sub-optimal' type 3 barbell trajectories (NLP = 72%; LP = 54%). These results suggest that MI instructions prescribing a specific movement form (i.e., LP condition) are ineffective in restricting available movements to a prescribed technique but rather the inherent task constraints appear to 'force' learners to explore alternative movement solutions to achieve successful performance outcomes. Although MI instructions prescribing specific techniques have previously supported improved skill development, the current findings indicate that learners may self-organise their movements regardless of MI instructions to satisfy individual and task constraints while achieving improved performance. Therefore, it may be beneficial to consider scripts that are more outcome focused and incorporate task constraints to facilitate learners' inherent exploration of individual task solutions.
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Affiliation(s)
- Riki S. Lindsay
- Institute for Health and Sport, Victoria University, Melbourne, Australia
| | - John Komar
- National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - Jia Yi Chow
- National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - Paul Larkin
- Institute for Health and Sport, Victoria University, Melbourne, Australia
| | - Michael Spittle
- Institute for Health and Sport, Victoria University, Melbourne, Australia
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Kadlec D, Miller-Dicks M, Nimphius S. Training for "Worst-Case" Scenarios in Sidestepping: Unifying Strength and Conditioning and Perception-Action Approaches. SPORTS MEDICINE - OPEN 2023; 9:22. [PMID: 37017787 PMCID: PMC10076474 DOI: 10.1186/s40798-023-00566-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 03/17/2023] [Indexed: 04/06/2023]
Abstract
Sidesteps can impose high demands on the knee joint and lead to non-contact anterior cruciate ligament (ACL) injuries. Understanding how different constraints shape an athlete's movement strategy and the associated joint demands can help design training interventions to increase injury resilience. Motor capacities, such as muscular strength and power, act as boundaries for the safe execution of perceptual-motor skills and co-determine the emergence of unique movement strategies. Increasing single- and multi-joint strength enables a broader solution space for movement strategies and increases load tolerance. Manipulating task constraints during sidesteps can be used in the training process to systematically expose athletes to increasing demands (on the knee joint or any joint or structure) in preparation for "worst-case" scenarios. In particular, the type and timing of information available influence the preparation time, subsequently affecting the movement strategy and the associated magnitude of external knee joint loading (e.g., knee valgus moment). While an athlete's perceptual-cognitive skills contribute to the preparation time during in situ scenarios, attempts to further improve those skills with the aim of increasing athlete preparation time prior to "worst-case" scenarios are yet to demonstrate conclusive evidence of transfer to on-field situations. Therefore, in the current article, we reflect on the impact of different interacting constraints that influence the execution of sidesteps during in situ scenarios and impose high demands on the knee joint. Subsequently, we discuss how an integrated perspective, drawing on knowledge and perspectives from strength and conditioning and perception-action, may enhance an athlete's ability to withstand "worst-case" scenarios and adapt to perform varied movement executions when sidestepping.
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Affiliation(s)
- Daniel Kadlec
- School of Medical and Health Sciences, Centre for Human Performance, Edith Cowan University, 270 Joondalup Drive, Joondalup, WA, 6027, Australia.
| | - Matt Miller-Dicks
- School of Sport, Health Exercise Science, University of Portsmouth, Portsmouth, UK
| | - Sophia Nimphius
- School of Medical and Health Sciences, Centre for Human Performance, Edith Cowan University, 270 Joondalup Drive, Joondalup, WA, 6027, Australia
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Malek-Ahmadi M, Duff K, Chen K, Su Y, King JB, Koppelmans V, Schaefer SY. Volumetric regional MRI and neuropsychological predictors of motor task variability in cognitively unimpaired, Mild Cognitive Impairment, and probable Alzheimer's disease older adults. Exp Gerontol 2023; 173:112087. [PMID: 36639062 PMCID: PMC9974847 DOI: 10.1016/j.exger.2023.112087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/24/2022] [Accepted: 01/09/2023] [Indexed: 01/12/2023]
Abstract
INTRODUCTION The mechanisms linking motor function to Alzheimer's disease (AD) progression have not been well studied, despite evidence of AD pathology within motor brain regions. Thus, there is a need for new motor measure that is sensitive and specific to AD. METHODS In a sample of 121 older adults (54 cognitive unimpaired [CU], 35 amnestic Mild Cognitive Impairment [aMCI], and 32 probable mild AD), intrasubject standard deviation (ISD) across six trials of a novel upper-extremity motor task was predicted with volumetric regional gray matter and neuropsychological scores using classification and regression tree (CART) analyses. RESULTS Both gray matter and neuropsychological CART models indicated that motor task ISD (our measure of motor learning) was related to cortical regions and cognitive test scores associated with memory, executive function, and visuospatial skills. CART models also accurately distinguished motor task ISD of MCI and probable mild AD from CU. DISCUSSION Variability in motor task performance across practice trials may be valuable for understanding preclinical and early-stage AD.
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Affiliation(s)
- Michael Malek-Ahmadi
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America; Department of Biomedical Informatics, University of Arizona College of Medicine-Phoenix, Phoenix, AZ 85006, United States of America
| | - Kevin Duff
- Center for Alzheimer's Care, Imaging, & Research, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Kewei Chen
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America
| | - Yi Su
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America
| | - Jace B King
- Center for Alzheimer's Care, Imaging, & Research, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Vincent Koppelmans
- Department of Psychiatry, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, United States of America.
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Chow JY, Meerhoff LA, Choo CZY, Button C, Tan BSJ. The effect of nonlinear pedagogy on the acquisition of game skills in a territorial game. Front Psychol 2023; 14:1077065. [PMID: 36814665 PMCID: PMC9940013 DOI: 10.3389/fpsyg.2023.1077065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 01/16/2023] [Indexed: 02/09/2023] Open
Abstract
Introduction Nonlinear Pedagogy (NP), underpinned by Ecological Dynamics, provides a suitable pedagogical approach for practitioners (e.g., Physical Educators, coaches) to encourage exploratory learning that is learner-centered even in Traditional Sporting Games (TSG) that could be represented by invasion or territorial-like games. NP involves the manipulation of constraints which form boundaries for interacting components to self-organize, facilitating the emergence of goal-directed behaviours. Key pedagogical principles relating to representativeness, manipulation of constraints, awareness of focus of attention instructions, task simplification and the functional role of noise can encourage exploratory learning that helps develop 21st century competencies. This is in contrast to a Linear Pedagogy (LP) approach that is more teacher-centered and focuses on repetition in practices to promote movement form consistency in enhancing the acquisition of movement skills. Little is known about the effectivity of NP in the learning and transfer of invasion games. The aims of this study were to: (a) determine the impact of NP on the teaching and learning of an invasion game in the Physical Education (PE) context; (b) examine the transferability of game skills to other games in the same game category (i.e., floorball as a territorial game in this study). Methods 224 (between 12 to 13 years old) students underwent a 10-week intervention program to learn to play an invasion game (football) with either a NP or LP approach (i.e., repetitive and prescriptive drills). Results Performance outcome data were measured during Pre, Post, Retention, Transfer test 1 (larger playing area) and Transfer test 2 (floorball). Significant improvements in several performance outcome and game play measures in football was observed for the NP condition. Fewer improvements in the same measures were found for the LP condition. Discussion Evidence for transfer of learning for NP was not as strong as anticipated although there was still some potential for encouraging transfer of learning. The key findings from this study further challenge the "one-size fits all" philosophy in the teaching of PE. Both LP and NP approaches would have a role to play in supporting teaching and learning which could be context dependent.
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Affiliation(s)
- Jia Yi Chow
- Physical Education and Sports Science, National Institute of Education, Nanyang Technological University, Singapore, Singapore,*Correspondence: Jia Yi Chow, ✉
| | - Laurentius A. Meerhoff
- Leiden Institute of Advanced Computer Science, Faculty of Mathematics and Natural Sciences, Leiden University, Leiden, Netherlands
| | - Corliss Zhi Yi Choo
- Physical Education and Sports Science, National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - Chris Button
- School of Physical Education, Sport and Exercise Sciences, Division of Sciences, University of Otago, Dunedin, New Zealand
| | - Benjamin Su-Jim Tan
- Physical Education and Sports Teacher Academy, Academy of Singapore Teachers, Ministry of Education, Singapore, Singapore
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9
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Swart SB, den Otter AR, Lamoth CJC. Natural ageing primarily affects the initial response to a sustained walking perturbation but not the ability to adapt over time. Front Physiol 2023; 14:1065974. [PMID: 36909231 PMCID: PMC9995672 DOI: 10.3389/fphys.2023.1065974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 02/13/2023] [Indexed: 02/25/2023] Open
Abstract
The ability to flexibly respond and adapt the walking pattern over time to unexpected gait perturbations is pivotal for safe and efficient locomotion. However, these abilities might be affected by age due to age-related changes in sensorimotor functioning. In this cross-sectional lifespan study, we used a split-belt paradigm to determine how age affects the initial response (i.e., flexibility)-and the ability to adapt after prolonged exposure-to a sustained gait perturbation. Healthy adults (N = 75) of different ages (12-13 per decade) were included and walked on a split-belt treadmill, in which a sustained gait perturbation was imposed by increasing one of the belt speeds. Linear regression models, with the evoked spatiotemporal gait asymmetry during the early perturbation and late adaptation, were performed to determine the effects of age on the flexibility and adaptability to split-belt walking. Results showed that the flexibility to respond to an unexpected perturbation decreased across the lifespan, as evidenced by a greater step length asymmetry (SLA) during the early perturbation phase. Despite this reduced flexibility in step lengths, late adaptation levels in SLA were comparable across different ages. With increasing age, however, subjects needed more steps to reach a stable level in SLA. Finally, when the belts were set to symmetrical speeds again, the magnitude of SLA (i.e., the aftereffects) increased with age. Collectively, these findings suggest that natural ageing comes with a decrease in gait flexibility, while the ability to adapt to split-belt walking was not affected by age-only how adaptation was achieved.
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Affiliation(s)
- S B Swart
- Department of Human Movement Sciences, University of Groningen, University Medical Centre Groningen, Groningen, Netherlands
| | - A R den Otter
- Department of Human Movement Sciences, University of Groningen, University Medical Centre Groningen, Groningen, Netherlands
| | - C J C Lamoth
- Department of Human Movement Sciences, University of Groningen, University Medical Centre Groningen, Groningen, Netherlands
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10
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Maloney SJ. Engage, Enthuse, Empower: A Framework for Promoting Self-Sufficiency in Athletes. Strength Cond J 2022. [DOI: 10.1519/ssc.0000000000000754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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11
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Christensen W, Bicknell K. Cognitive control, intentions, and problem solving in skill learning. SYNTHESE 2022; 200:460. [PMID: 36340860 PMCID: PMC9630401 DOI: 10.1007/s11229-022-03920-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 09/29/2022] [Indexed: 06/01/2023]
Abstract
We investigate flexibility and problem solving in skilled action. We conducted a field study of mountain bike riding that required a learner rider to cope with major changes in technique and equipment. Our results indicate that relatively inexperienced individuals can be capable of fairly complex 'on-the-fly' problem solving which allows them to cope with new conditions. This problem solving is hard to explain for classical theories of skill because the adjustments are too large to be achieved by automatic mechanisms and too complex and rapid to be achieved by cognitive processes as they are usually understood. A recent theory, Mesh, can explain these results because it posits that skill-specific cognitive abilities develop during skill learning and that control typically involves an interplay between cognitive and automatic mechanisms. Here we develop Mesh further, providing a detailed explanation for these problem solving abilities. We argue that causal representation, metacognitive awareness and other forms of performance awareness combine in the formulation and control of action strategies. We also argue that the structure of control present in this case is inconsistent with Bratman's model of intentions, and that, in the face of high uncertainty and risk, intentions can be much more labile than Bratman recognises. In addition, we found limitations and flaws in problem solving which illuminate the representations involved. Finally, we highlight the crucial role of social and cultural learning in the development of complex skills.
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Affiliation(s)
| | - Kath Bicknell
- School of Social Sciences and School of Psychological Sciences, Macquarie University, Sydney, Australia
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12
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Lucchese A, Digiesi S, Mummolo C. Analytical-stochastic model of motor difficulty for three-dimensional manipulation tasks. PLoS One 2022; 17:e0276308. [PMID: 36260600 PMCID: PMC9581359 DOI: 10.1371/journal.pone.0276308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 10/05/2022] [Indexed: 11/05/2022] Open
Abstract
Multiple models exist for the evaluation of human motor performance; some of these rely on the Index of Difficulty (ID), a measure to evaluate the difficulty associated to simple reaching tasks. Despite the numerous applications of the ID in reaching movements, the existing formulations are functions of the geometrical features of the task and do not consider the motor behaviour of subjects performing repetitive movements in interaction with the environment. Variability of movements, length of trajectories, subject-specific strength and skill, and required interaction with the environment are all factors that contribute to the motor difficulty experienced by a moving agent (e.g., human, robot) as it repeatedly interacts with the environment during a given task (e.g., target-reaching movement, locomotion, etc.). A novel concept of motor difficulty experienced by an agent executing repetitive end-effector movements is presented in this study. A stochastic ID formulation is proposed that captures the abovementioned factors and applies to general three-dimensional motor tasks. Natural motor variability, inherent in the proposed model, is representative of the flexibility in motor synergies for a given agent-environment interaction: the smaller the flexibility, the greater the experienced difficulty throughout the movement. The quantification of experienced motor difficulty is demonstrated for the case of young healthy subjects performing three-dimensional arm movements during which different objects are manipulated. Results show that subjects’ experienced motor difficulty is influenced by the type of object. In particular, a difference in motor difficulty is observed when manipulating objects with different grasp types. The proposed model can be employed as a novel tool to evaluate the motor performance of agents involved in repetitive movements, such as in pick and place and manipulation, with application in both industrial and rehabilitation contexts.
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Affiliation(s)
- Andrea Lucchese
- Department of Mechanics, Mathematics and Management, Polytechnic University of Bari, Bari, Italy
- * E-mail:
| | - Salvatore Digiesi
- Department of Mechanics, Mathematics and Management, Polytechnic University of Bari, Bari, Italy
| | - Carlotta Mummolo
- Department of Mechanics, Mathematics and Management, Polytechnic University of Bari, Bari, Italy
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Cowin J, Nimphius S, Fell J, Culhane P, Schmidt M. A Proposed Framework to Describe Movement Variability within Sporting Tasks: A Scoping Review. SPORTS MEDICINE - OPEN 2022; 8:85. [PMID: 35759128 PMCID: PMC9237196 DOI: 10.1186/s40798-022-00473-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 06/06/2022] [Indexed: 05/25/2023]
Abstract
Movement variability is defined as the normal variations in motor performance across multiple repetitions of a task. However, the term "movement variability" can mean different things depending on context, and when used by itself does not capture the specifics of what has been investigated. Within sport, complex movements are performed repeatedly under a variety of different constraints (e.g. different situations, presence of defenders, time pressure). Movement variability has implications for sport performance and injury risk management. Given the importance of movement variability, it is important to understand the terms used to measure and describe it. This broad term of "movement variability" does not specify the different types of movement variability that are currently being assessed in the sporting literature. We conducted a scoping review (1) to assess the current terms and definitions used to describe movement variability within sporting tasks and (2) to utilise the results of the review for a proposed framework that distinguishes and defines the different types of movement variability within sporting tasks. To be considered eligible, sources must have assessed a sporting movement or skill and had at least one quantifiable measure of movement variability. A total of 43 peer-reviewed journal article sources were included in the scoping review. A total of 280 terms relating to movement variability terminology were extracted using a data-charting form jointly developed by two reviewers. One source out of 43 (2%) supplied definitions for all types of movement variability discussed. Moreover, 169 of 280 terms (60%) were undefined in the source material. Our proposed theoretical framework explains three types of movement variability: strategic, execution, and outcome. Strategic variability describes the different approaches or methods of movement used to complete a task. Execution variability describes the intentional and unintentional adjustments of the body between repetitions within the same strategy. Outcome variability describes the differences in the result or product of a movement. These types emerged from broader frameworks in motor control and were adapted to fit the movement variability needs in sports literature. By providing specific terms with explicit definitions, our proposed framework can ensure like-to-like comparisons of previous terms used in the literature. The practical goal of this framework is to aid athletes, coaches, and support staff to gain a better understanding of how the different types of movement variability within sporting tasks contribute to performance. The framework may allow training methods to be tailored to optimise the specific aspects of movement variability that contribute to success. This review was retrospectively registered using the Open Science Framework (OSF) Registries ( https://osf.io/q73fd ).
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Affiliation(s)
- Jake Cowin
- School of Health Sciences, University of Tasmania, Newnham, TAS, Australia.
- Tasmanian Institute of Sport (Sports Performance Unit), Prospect, TAS, Australia.
| | - Sophia Nimphius
- School of Medical and Health Sciences, Centre for Human Performance, Edith Cowan University, Joondalup, WA, Australia
| | - James Fell
- School of Health Sciences, University of Tasmania, Newnham, TAS, Australia
| | - Peter Culhane
- Tasmanian Institute of Sport (Sports Performance Unit), Prospect, TAS, Australia
| | - Matthew Schmidt
- School of Health Sciences, University of Tasmania, Hobart, TAS, Australia
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Sussman BL, Wyckoff SN, Heim J, Wilfong AA, Adelson PD, Kruer MC, Gonzalez MJ, Boerwinkle VL. Is Resting State Functional MRI Effective Connectivity in Movement Disorders Helpful? A Focused Review Across Lifespan and Disease. Front Neurol 2022; 13:847834. [PMID: 35493815 PMCID: PMC9046695 DOI: 10.3389/fneur.2022.847834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 03/23/2022] [Indexed: 11/20/2022] Open
Abstract
In the evolving modern era of neuromodulation for movement disorders in adults and children, much progress has been made recently characterizing the human motor network (MN) with potentially important treatment implications. Herein is a focused review of relevant resting state fMRI functional and effective connectivity of the human motor network across the lifespan in health and disease. The goal is to examine how the transition from functional connectivity to dynamic effective connectivity may be especially informative of network-targeted movement disorder therapies, with hopeful implications for children.
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Affiliation(s)
- Bethany L. Sussman
- Division of Neuroscience, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
- *Correspondence: Bethany L. Sussman
| | - Sarah N. Wyckoff
- Division of Neuroscience, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
- Department of Research, Phoenix Children's Hospital, Phoenix, AZ, United States
| | - Jennifer Heim
- Division of Pediatric Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
| | - Angus A. Wilfong
- Division of Pediatric Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
| | - P. David Adelson
- Division of Pediatric Neurosurgery, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
| | - Michael C. Kruer
- Division of Pediatric Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
- Departments of Child Health, Neurology, Genetics and Cellular & Molecular Medicine, University of Arizona College of Medicine – Phoenix, Phoenix, AZ, United States
| | | | - Varina L. Boerwinkle
- Division of Pediatric Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
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15
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Du Y, Krakauer JW, Haith AM. The relationship between habits and motor skills in humans. Trends Cogn Sci 2022; 26:371-387. [DOI: 10.1016/j.tics.2022.02.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 02/01/2022] [Accepted: 02/06/2022] [Indexed: 12/18/2022]
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16
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Brown DD, Wijffels G, Meulenbroek RGJ. Individual Differences in Sequential Movement Coordination in Hip-Hop Dance: Capturing Joint Articulation in Practicing the Wave. Front Psychol 2021; 12:731901. [PMID: 34777113 PMCID: PMC8579815 DOI: 10.3389/fpsyg.2021.731901] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/28/2021] [Indexed: 11/16/2022] Open
Abstract
The current study highlights individual differences in the joint articulation strategies used by novices practicing a hip-hop dance movement, the wave. Twelve young adults, all naive regarding hip-hop dance performance, practized the wave in 120 trials separated into four blocks with the order of internal or external attentional focus counterbalanced across subjects. Various kinematic analyses were analyzed to capture performance success while exploiting the observed individual differences in order to establish the reliability of the proposed performance indicators. An external focus of attention marginally facilitated the smooth transfer of a wave motion across neighboring limb segments as characterized by a constant propagation speed combined with large wave amplitudes. Systematic correlations between the success indicators were found, exemplifying the various degrees of joint articulation that novices prove capable of during an initial practicing session to try and perform a novel complex motor task.
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Affiliation(s)
- Derrick D Brown
- Donders Institute for Brain, Cognition and Behaviour-Donders Centre for Cognition Nijmegen, Radboud University Nijmegen, Nijmegen, Netherlands
| | - Guido Wijffels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, Netherlands
| | - Ruud G J Meulenbroek
- Donders Institute for Brain, Cognition and Behaviour-Donders Centre for Cognition Nijmegen, Radboud University Nijmegen, Nijmegen, Netherlands
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17
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Sheffler P, Rodriguez TM, Cheung CS, Wu R. Cognitive and metacognitive, motivational, and resource considerations for learning new skills across the lifespan. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2021; 13:e1585. [PMID: 34783458 DOI: 10.1002/wcs.1585] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 09/09/2021] [Accepted: 10/15/2021] [Indexed: 01/09/2023]
Abstract
Across the lifespan, learners have to tackle the challenges of learning new skills. These skills can range from abilities needed for survival, such as learning languages, learning to walk during infancy, and learning new software for a job in adulthood, to abilities related to leisure and hobbies. As the learner progresses through novice to expert stages, there are cognitive and metacognitive, motivational, and resource considerations for learning new skills. In terms of cognitive considerations, fluid and crystallized abilities as well as executive functions interact to help the learner process and retain information related to the skills. In terms of metacognitive considerations, knowing what to learn and how to learn are important for novel skill learning. In terms of motivational considerations, changes in individuals' intrinsic and extrinsic motivation throughout the lifespan impact their pursuit of novel skill learning, and declines in motivation can be buffered through the cultivation of grit, growth mindset, self-efficacy, and other personal factors. In terms of resource considerations, there are many tools that learners can use to acquire new skills, but allocation and availability of these resources differ based on life stage and socioeconomic status. Taken together, these considerations may provide learners with the best chance at acquiring new skills across the lifespan. Further research investigating these three factors, particularly among older adult learners, and their interactive effects could help increase our understanding of their impacts on skill learning and inform future cognitive interventions that can be tailored to learners' unique needs. This article is categorized under: Cognitive Biology > Cognitive Development Psychology > Development and Aging Psychology > Learning.
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Affiliation(s)
- Pamela Sheffler
- Department of Psychology, University of California, Riverside, California, USA
| | - Tania M Rodriguez
- Department of Psychology, University of California, Riverside, California, USA
| | - Cecilia S Cheung
- Department of Psychology, University of California, Riverside, California, USA
| | - Rachel Wu
- Department of Psychology, University of California, Riverside, California, USA
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18
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Ecology of musical performance as a model for evaluation and treatment of a musician with a playing related musculoskeletal disorder: A case report. J Hand Ther 2021; 34:330-337. [PMID: 34193381 DOI: 10.1016/j.jht.2021.04.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/25/2021] [Accepted: 04/30/2021] [Indexed: 02/03/2023]
Abstract
STUDY DESIGN Case report BACKGROUND: Musicians with playing related musculoskeletal disorders (PRMD) require complex decision making to interpret examination findings and develop a holistic treatment approach that considers the unique interaction with their instrument. The Ecology of Musical Performance (EMP) model is a novel comprehensive clinical model designed to provide guidance for musician-centered evaluation, goal setting, and intervention planning for musicians with PRMD. PURPOSE OF THE STUDY To describe the application of EMP in the evaluation and treatment of a pianist with PRMD. METHODS Clinical documentation and the patient's symptom logs provided data for this study. Special considerations unique to musicians in the initial evaluation as well as a timeline of interventions are presented to illustrate the application of the EMP model for a holistic approach to treatment. RESULTS AND DISCUSSION The pianist showed an increase in grip strength and self-reported hand function both in daily activities and in piano performance and training. Pain free practice tolerance increased and the patient successfully returned to participation in piano training and performance. CONCLUSION This case demonstrates how a treatment program can be customized to benefit musicians taking into consideration the complexity introduced by their relationship with music making as a primary meaningful occupation. EMP may support a person-centered approach to musicians with PRMD by aligning with the phenomenology of musical performance and facilitating collaborative goal setting and problem solving.
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Chow JY, Komar J, Seifert L. The Role of Nonlinear Pedagogy in Supporting the Design of Modified Games in Junior Sports. Front Psychol 2021; 12:744814. [PMID: 34777136 PMCID: PMC8586551 DOI: 10.3389/fpsyg.2021.744814] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 10/11/2021] [Indexed: 11/23/2022] Open
Abstract
Nonlinear Pedagogy has been advocated as an approach that views acquisition of movement skills with a strong emphasis on exploratory behaviors and the development of individualized movement skills. Underpinned by Ecological Dynamics, Nonlinear Pedagogy provides key ideas on design principles to support a teaching and learning approach that accounts for dynamic interactions among constraints in the evolution of movement behaviors. In the context of junior sports, the manipulation of task constraints is central to how games can be re-designed for children to play that are age and body appropriate so that the games can still capture the key elements of representativeness as compared to the adult form of the game. Importantly, these games offer suitable affordances that promote sensible play that could be transferable to other contexts. In this paper, we provide an in-depth discussion on how Nonlinear Pedagogy is relevant in supporting the design and development of modified games in the context of junior sports. Practical implications are also provided to share how games can be modified for meaningful play to emerge.
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Affiliation(s)
- Jia Yi Chow
- Physical Education and Sports Science, National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - John Komar
- Physical Education and Sports Science, National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - Ludovic Seifert
- CETAPS – EA 3832, Faculty of Sport Sciences, University of Rouen Normandy, Rouen, France
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20
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Ranganathan R, Lin M, Carey S, Lokesh R, Lee MH, Krishnan C. Motor Variability Prior to Learning does not Facilitate the Ability to Adopt new Movement Solutions. Neuroscience 2021; 479:157-168. [PMID: 34718076 DOI: 10.1016/j.neuroscience.2021.10.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 10/18/2021] [Accepted: 10/20/2021] [Indexed: 11/30/2022]
Abstract
Many contexts in motor learning require a learner to change from an existing movement solution to a novel movement solution to perform the same task. Recent evidence has pointed to motor variability prior to learning as a potential marker for predicting individual differences in motor learning. However, it is not known if this variability is predictive of the ability to adopt a new movement solution for the same task. Here, we examined this question in the context of a redundant precision task requiring control of motor variability. Fifty young adults learned a precision task that involved throwing a virtual puck toward a target using both hands. Because the speed of the puck depended on the sum of speeds of both hands, this task could be achieved using multiple solutions. Participants initially performed a baseline task where there was no constraint on the movement solution, and then performed a novel task where they were constrained to adopt a specific movement solution requiring asymmetric left and right hand speeds. Results showed that participants were able to learn the new solution, and this change was associated with changes in both the amount and structure of variability. However, increased baseline motor variability did not facilitate initial or final task performance when using the new solution - in fact, greater variability was associated with higher errors. These results suggest that motor variability is not necessarily indicative of flexibility and highlight the role of the task context in determining the relation between motor variability and learning.
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Affiliation(s)
- Rajiv Ranganathan
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA.
| | - Marco Lin
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | - Samuel Carey
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | - Rakshith Lokesh
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | - Mei-Hua Lee
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | - Chandramouli Krishnan
- Department of Physical Medicine & Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
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21
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Apidogo JB, Burdack J, Schöllhorn WI. Repetition without Repetition or Differential Learning of Multiple Techniques in Volleyball? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:10499. [PMID: 34639799 PMCID: PMC8507990 DOI: 10.3390/ijerph181910499] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/01/2021] [Accepted: 10/03/2021] [Indexed: 12/04/2022]
Abstract
A variety of approaches have been proposed for teaching several volleyball techniques to beginners, ranging from general ball familiarization to model-oriented repetition to highly variable learning. This study compared the effects of acquiring three volleyball techniques in parallel with three approaches. Female secondary school students (N = 42; 15.6 ± 0.54 years) participated in a pretest for three different volleyball techniques (underhand pass, overhand pass, and overhead serve) with an emphasis on accuracy. Based on their results, they were parallelized into three practice protocols, a repetitive learning group (RG), a differential learning group (DG), and a control group (CG). After a period of six weeks with 12 intervention sessions, all participants attended a posttest. An additional retention test after two weeks revealed a statistically significant difference between DG, RG, and CG for all single techniques as well as the combined multiple technique. In each technique-the overhand pass, the underhand pass, the overhand service, and the combination of the three techniques-DG performed best (each p < 0.001).
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Affiliation(s)
- Julius B. Apidogo
- Department of Training and Movement Science, Institute of Sport Science, Johannes Gutenberg-University Mainz, 55099 Mainz, Germany; (J.B.A.); (W.I.S.)
- Akanten Appiah-Menka University of Skills Training and Entrepreneurial Development, Kumasi AK-039, Ghana
| | - Johannes Burdack
- Department of Training and Movement Science, Institute of Sport Science, Johannes Gutenberg-University Mainz, 55099 Mainz, Germany; (J.B.A.); (W.I.S.)
| | - Wolfgang I. Schöllhorn
- Department of Training and Movement Science, Institute of Sport Science, Johannes Gutenberg-University Mainz, 55099 Mainz, Germany; (J.B.A.); (W.I.S.)
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22
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de Barros GM, Melo F, Domingos J, Oliveira R, Silva L, Fernandes JB, Godinho C. The Effects of Different Types of Dual Tasking on Balance in Healthy Older Adults. J Pers Med 2021; 11:jpm11090933. [PMID: 34575710 PMCID: PMC8466690 DOI: 10.3390/jpm11090933] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/05/2021] [Accepted: 09/16/2021] [Indexed: 01/14/2023] Open
Abstract
Numerous of our daily activities are performed within multitask or dual task conditions. These conditions involve the interaction of perceptual and motor processes involved in postural control. Age-related changes may negatively impact cognition and balance control. Studies identifying changes related to dual-task actions in older people are need. This study aimed to determine the effects of different types of dual-tasking on the balance control of healthy older adults. The sample included 36 community-living older adults, performing two tests—a sway test and a timed up-and-go test—in three conditions: (a) single motor task; (b) dual motor task; and (c) dual motor task with cognitive demands. Cognitive processes (dual-task and cognition) affected static balance, increasing amplitude (p < 0.001) and frequency (p < 0.001) of the center of mass displacements. Dynamic balance revealed significant differences between the single motor condition and the other two conditions during gait phases (p < 0.001). The effect of dual-tasking in older adults suggests that cognitive processes are a main cause of increased variability in balance and gait when under an automatic control. During sit-to-stand, turning, and turn-to-sit movements under dual-tasking, the perceptive information becomes the most important focus of attention, while any cognitive task becomes secondary.
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Affiliation(s)
- Graça Monteiro de Barros
- Fisio-Lógica Centro de Fisioterapia, Lda, 1350-275 Lisboa, Portugal;
- Escola Superior de Saúde Atlântica, 2730-036 Barcarena, Portugal
| | - Filipe Melo
- Laboratório de Comportamento Motor, Faculdade de Motricidade Humana, Universidade de Lisboa, 1495-688 Cruz Quebrada, Portugal;
| | - Josefa Domingos
- Grupo de Patologia Médica, Nutrição e Exercício Clínico (PaMNEC) do Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), Escola Superior de Saúde Egas Moniz, Caparica, 2829-511 Almada, Portugal; (J.D.); (J.B.F.)
| | - Raul Oliveira
- Neuromuscular Research Lab, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, 1495-688 Cruz Quebrada, Portugal;
| | - Luís Silva
- Physics Department, LIBPhys-UNL, Nova School of Science and Technology, Universidade Nova de Lisboa, Caparica, 2829-516 Almada, Portugal;
| | - Júlio Belo Fernandes
- Grupo de Patologia Médica, Nutrição e Exercício Clínico (PaMNEC) do Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), Escola Superior de Saúde Egas Moniz, Caparica, 2829-511 Almada, Portugal; (J.D.); (J.B.F.)
| | - Catarina Godinho
- Grupo de Patologia Médica, Nutrição e Exercício Clínico (PaMNEC) do Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), Escola Superior de Saúde Egas Moniz, Caparica, 2829-511 Almada, Portugal; (J.D.); (J.B.F.)
- Correspondence: ; Tel.: +351-910077492
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23
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Jones KM, Wallace ES, Otto SR. The relationship between skill and ground reaction force variability in amateur golfers. Sports Biomech 2021:1-15. [PMID: 34455916 DOI: 10.1080/14763141.2021.1965649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 08/02/2021] [Indexed: 10/20/2022]
Abstract
It is accepted that highly skilled golfers are more consistent in their clubhead presentation and shot outcomes than their lesser skilled counterparts. However, the relationships between movement variability, outcome variability and skill in golf are not particularly well understood. This study examined the ground reaction force variability of one-hundred and four amateur golfers for shots with drivers and 5-irons. Principal component analysis was used as a data reduction technique and allowed all three components of ground reaction force to be considered together. There were statistically significant trends for the higher skilled golfers to display lower variability in two of the five principal components (driver) and four of the five principal components (5-iron). A similar trend was also observed in the other principal components, but these trends were not statistically significant. Intra-individual variability was much lower than inter-individual variability across all golfers; the golfers were each relatively consistent in maintaining their own ground reaction force patterns. Lower variability in ground reaction forces may partly explain how highly skilled golfers maintain lower variability in shot outcomes.
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Affiliation(s)
| | - Eric S Wallace
- Sport and Exercise Sciences Research Institute, Ulster University, Newtownabbey, Northern Ireland
| | - Steve R Otto
- Equipment Standards, R&A Rules Ltd, St Andrews, Scotland
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Cheng M, Anderson M, Levac DE. Performance Variability During Motor Learning of a New Balance Task in a Non-immersive Virtual Environment in Children With Hemiplegic Cerebral Palsy and Typically Developing Peers. Front Neurol 2021; 12:623200. [PMID: 33790848 PMCID: PMC8005528 DOI: 10.3389/fneur.2021.623200] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 02/11/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Motor impairments contribute to performance variability in children with cerebral palsy (CP) during motor skill learning. Non-immersive virtual environments (VEs) are popular interventions to promote motor learning in children with hemiplegic CP. Greater understanding of performance variability as compared to typically developing (TD) peers during motor learning in VEs may inform clinical decisions about practice dose and challenge progression. Purpose: (1) To quantify within-child (i.e., across different timepoints) and between-child (i.e., between children at the same timepoint) variability in motor skill acquisition, retention and transfer in a non-immersive VE in children with CP as compared to TD children; and (2) To explore the relationship between the amount of within-child variability during skill acquisition and learning outcomes. Methods: Secondary data analysis of 2 studies in which 13 children with hemiplegic CP and 67 TD children aged 7-14 years undertook repeated trials of a novel standing postural control task in acquisition, retention and transfer sessions. Changes in performance across trials and sessions in children with CP as compared to TD children and between younger (7-10 years) and older (11-14 years) children were assessed using mixed effects models. Raw scores were converted to z-scores to meet model distributional assumptions. Performance variability was quantified as the standard deviation of z-scores. Results: TD children outperformed children with CP and older children outperformed younger children at each session. Older children with CP had the least between-child variability in acquisition and the most in retention, while older TD children demonstrated the opposite pattern. Younger children with CP had consistently high between-child variability, with no difference between sessions. Within-child variability was highest in younger children, regardless of group. Within-child variability was more pronounced in TD children as compared to children with CP. The relationship between the amount of within-child variability in performance and performance outcome at acquisition, retention and transfer sessions was task-specific, with a positive correlation for 1 study and a negative correlation in the other. Conclusions: Findings, though preliminary and limited by small sample size, can inform subsequent research to explore VE-specific causes of performance variability, including differing movement execution requirements and individual characteristics such as motivation, attention and visuospatial abilities.
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Affiliation(s)
- Minxin Cheng
- Rehabilitation Games and Virtual Reality Laboratory, Department of Physical Therapy, Movement and Rehabilitation Sciences, Northeastern University, Boston, MA, United States
| | - Michael Anderson
- Department of Biology, Macalester College, St. Paul, MN, United States
| | - Danielle E Levac
- Rehabilitation Games and Virtual Reality Laboratory, Department of Physical Therapy, Movement and Rehabilitation Sciences, Northeastern University, Boston, MA, United States
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