تغییرات هم‌زمان الگوهای EMG و عملکرد حرکتی طی یادگیری مهارت پرتاب دارت در دست برتر و غیر برتر

نویسندگان

1 استادیار گروه تربیت بدنی دانشگاه خواجه نصیرالدین طوسی.

2 استاد گروه رفتار حرکتی و روانشناسی ورزشی دانشکده تربیت بدنی و علوم ورزشی دانشگاه تهران .

3 استاد گروه رفتار حرکتی و روانشناسی ورزشی دانشکده تربیت بدنی و علوم ورزشی دانشگاه تهران.

4 دانشیار گروه کنترل دانشکده مهندسی برق و کامپیوتر دانشگاه تهران.

چکیده
مقدمه و هدف: اگرچه در زمینه مفهوم یادگیری حرکتی در سطح اجرا تحقیقات زیادی انجام شده است، بااین‌حال این مفهوم در سطح الگوهای EMG و مقایسه این الگوها در دست برتر و غیر برتر کمتر بررسی نشده است. هدف از این مطالعه، بررسی تغییرات الگوی EMG طی یادگیری مهارت دارت در دست برتر و غیر برتر بود.

روش: نمونه‌های پژوهش حاضر را 10 نفر از دانشجویان غیر ورزشکار با میانگین سنی 5/2±23 تشکیل دادند که به طور تصادفی از جامعه دانشجویان دانشگاه تهران انتخاب و به دو گروه دست برتر(5 نفر) و دست غیربرتر(5 نفر) تقسیم شدند. به منظور اندازه گیری عملکرد پرتاب دارت و تغییرات فعالیت EMG از آنالیز واریانس با اندازه های تکراری استفاده شد.

یافته‌ها: نتایج در سطح اجرا کاهش معنی‌دار خطای مطلق پرتاب دارت و در سطح عضلات افزایش فعالیت EMG به همراه کاهش هم انقباضی عضلات را در مراحل اکتساب و یادداری در هر دو گروه نشان داد. همچنین، بین فعالیت EMG در گروه دست برتر و غیر برتر پس از اکتساب مهارت تفاوت معنی‌دار وجود نداشت.

نتیجه‌گیری: به‌طورکلی، نتایج این تحقیق نشان داد که هم‌زمان با تغییرات نسبتاً ثابت اجرا طی یادگیری مهارت دارت، تغییرات نسبتاً ثابتی در الگوهای EMG نیز به وجود می‌آید، به‌طوری‌که مفهوم یادگیری حرکتی در سطح عضلات نیز قابل‌مشاهده است. همچنین، نتایج این تحقیق از وجود یک برنامه حرکتی یکسان برای کنترل دست برتر و غیر برتر حتی در شرایط کنترل انتقال دوسویه حمایت کرد.

کلیدواژه‌ها


عنوان مقاله English

The Simultaneous Changes In EMG Patterns And Motor Function During Learning Dart Throwing Skill In Dominant And Non-Dominant Hand

نویسندگان English

Yaser khanjari 1
Elahe Arab Ameri 2
Mehdi Shahbazi 3
Shahzad Tahmasebi 3
Fariba Bahrami 4
1 Assistant Professor, Department of Physical Education, Khajeh Nasiruddin Toosi University.
2 Professor, Department of Motor Behavior and Sport Psychology, Faculty of Physical Education and Sport Sciences, University of Tehran.
3 Professor, Department of Motor Behavior and Sport Psychology, Faculty of Physical Education and Sport Sciences, University of Tehran.
4 Associate Professor, Department of Control, Faculty of Electrical and Computer Engineering, University of Tehran.
چکیده English

Aim: Although much research has been conducted on the concept of motor learning at the performance level, this concept has not been investigated at the level of EMG patterns and the comparison of these patterns in the dominant and non-dominant hand. The aim of this study was to investigate simultaneous changes in EMG pattern during learning dart skill in dominant and non-dominant hands.

Method: The participants of the present study consisted of 10 non-athlete students with a mean age of 23 ± 2.5 years who were randomly selected from the student community of the University of Tehran and divided into two groups of dominant hand (5) and non-dominant hand (5). Repeated measures ANOVA were used to measure data at the dart throwing performance and changes in EMG activity.

Results: The results showed a significant decrease in the absolute error of dart throwing at the performance level and an increase in EMG activity at the muscle level along with a decrease in muscle co-contraction in the acquisition and retention stages in both groups. Also, there was no significant difference between EMG activity in the dominant and non-dominant hand groups after skill acquisition.

Conclusion: Generally, the results of this study showed that along with relatively constant changes in performance during dart skill learning, relatively constant changes in EMG patterns also occur, so that the concept of motor learning is also observed at the muscle level. Also, the results of this study supported the existence of the same motor program for dominant and non-dominant hand control, even in the conditions of bilateral transfer control.



کلیدواژه‌ها English

Electromyography
Muscle Synergy
acquisition
retention
Bilateral Transfer
Schmidt RA, Wrisberg CA. Motor learning and performance: A situation-based learning approach: Human kinetics; 2008.
Schmidt RA, Wrisberg CA. Motor learning and performance: A situation-based learning approach: Human kinetics; 2008.
Brueckner D, Kiss R, Muehlbauer T. Associations between practice-related changes in motor performance and muscle activity in healthy individuals: a systematic review. Sports medicine-open. 2018;4(1):9. [DOI:10.1186/s40798-018-0123-6]
Brueckner D, Kiss R, Muehlbauer T. Associations between practice-related changes in motor performance and muscle activity in healthy individuals: a systematic review. Sports medicine-open. 2018;4(1):9. [DOI:10.1186/s40798-018-0123-6]
Jayasinghe SA, Ranganathan R. Effects of Short-Term Mental Imagery and Supplemental Visual Feedback on Muscle Coordination in a Myoelectric Task. Journal of Motor Behavior. 2020:1-13. [DOI:10.1080/00222895.2020.1723482]
Jayasinghe SA, Ranganathan R. Effects of Short-Term Mental Imagery and Supplemental Visual Feedback on Muscle Coordination in a Myoelectric Task. Journal of Motor Behavior. 2020:1-13. [DOI:10.1080/00222895.2020.1723482]
Moore SP, Marteniuk R. Kinematic and electromyographic changes that occur as a function of learning a time-constrained aiming task. Journal of motor behavior. 1986;18(4):397-426. [DOI:10.1080/00222895.1986.10735388]
Moore SP, Marteniuk R. Kinematic and electromyographic changes that occur as a function of learning a time-constrained aiming task. Journal of motor behavior. 1986;18(4):397-426. [DOI:10.1080/00222895.1986.10735388]
Lay B, Sparrow W, Hughes K, O'Dwyer N. Practice effects on coordination and control, metabolic energy expenditure, and muscle activation. Human movement science. 2002;21(5-6):807-30. [DOI:10.1016/S0167-9457(02)00166-5]
Lay B, Sparrow W, Hughes K, O'Dwyer N. Practice effects on coordination and control, metabolic energy expenditure, and muscle activation. Human movement science. 2002;21(5-6):807-30. [DOI:10.1016/S0167-9457(02)00166-5]
Gabriel DA, Boucher JP. Practicing a maximal performance task: a cooperative strategy for muscle activity. Research Quarterly for Exercise and Sport. 2000;71(3):217-28. [DOI:10.1080/02701367.2000.10608902]
Gabriel DA, Boucher JP. Practicing a maximal performance task: a cooperative strategy for muscle activity. Research Quarterly for Exercise and Sport. 2000;71(3):217-28. [DOI:10.1080/02701367.2000.10608902]
Heise GD. EMG changes in agonist muscles during practice of a multijoint throwing skill. Journal of Electromyography and Kinesiology. 1995;5(2):81-94. [DOI:10.1016/1050-6411(94)00005-7]
Heise GD. EMG changes in agonist muscles during practice of a multijoint throwing skill. Journal of Electromyography and Kinesiology. 1995;5(2):81-94. [DOI:10.1016/1050-6411(94)00005-7]
Aggelousis N, Mavromatis G, Gourgoulis V, Pollatou E, Malliou V, Kioumourtzoglou E. Modifications of neuromuscular activity and improvement in performance of a novel motor skill. Perceptual and Motor Skills. 2001;93(1):239-48. [DOI:10.2466/pms.2001.93.1.239]
Aggelousis N, Mavromatis G, Gourgoulis V, Pollatou E, Malliou V, Kioumourtzoglou E. Modifications of neuromuscular activity and improvement in performance of a novel motor skill. Perceptual and Motor Skills. 2001;93(1):239-48. [DOI:10.2466/pms.2001.93.1.239]
Engelhorn R. Effects of skill practice on electromyographic activity patterns and frequency spectra. Human movement science. 1987;6(2):117-31. [DOI:10.1016/0167-9457(87)90008-X]
Engelhorn R. Effects of skill practice on electromyographic activity patterns and frequency spectra. Human movement science. 1987;6(2):117-31. [DOI:10.1016/0167-9457(87)90008-X]
Duthilleul N, Pirondini E, Coscia M, Micera S, editors. Effect of handedness on muscle synergies during upper limb planar movements. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE; 2015: IEEE. [DOI:10.1109/EMBC.2015.7319135]
Duthilleul N, Pirondini E, Coscia M, Micera S, editors. Effect of handedness on muscle synergies during upper limb planar movements. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE; 2015: IEEE. [DOI:10.1109/EMBC.2015.7319135]
Pellegrino L, Coscia M, Casadio M. Muscle activities in similar arms performing identical tasks reveal the neural basis of muscle synergies. Experimental Brain Research. 2020;238(1):121-38. [DOI:10.1007/s00221-019-05679-9]
Pellegrino L, Coscia M, Casadio M. Muscle activities in similar arms performing identical tasks reveal the neural basis of muscle synergies. Experimental Brain Research. 2020;238(1):121-38. [DOI:10.1007/s00221-019-05679-9]
Duthilleul N, Pirondini E, Coscia M, Micera S, editors. Effect of handedness on muscle synergies during upper limb planar movements. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC); 2015: IEEE. [DOI:10.1109/EMBC.2015.7319135]
Duthilleul N, Pirondini E, Coscia M, Micera S, editors. Effect of handedness on muscle synergies during upper limb planar movements. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC); 2015: IEEE. [DOI:10.1109/EMBC.2015.7319135]
Diederichsen LP, Nørregaard J, Dyhre-Poulsen P, Winther A, Tufekovic G, Bandholm T, et al. The effect of handedness on electromyographic activity of human shoulder muscles during movement. Journal of Electromyography and Kinesiology. 2007;17(4):410-9. [DOI:10.1016/j.jelekin.2006.03.004]
Diederichsen LP, Nørregaard J, Dyhre-Poulsen P, Winther A, Tufekovic G, Bandholm T, et al. The effect of handedness on electromyographic activity of human shoulder muscles during movement. Journal of Electromyography and Kinesiology. 2007;17(4):410-9. [DOI:10.1016/j.jelekin.2006.03.004]
Sachlikidis A, Salter C. A biomechanical comparison of dominant and non-dominant arm throws for speed and accuracy. Sports Biomechanics. 2007;6(3):334-44. [DOI:10.1080/14763140701491294]
Sachlikidis A, Salter C. A biomechanical comparison of dominant and non-dominant arm throws for speed and accuracy. Sports Biomechanics. 2007;6(3):334-44. [DOI:10.1080/14763140701491294]
van den Tillaar R, Ettema G. A comparison of overarm throwing with the dominant and nondominant arm in experienced team handball players. Perceptual and Motor Skills. 2009;109(1):315-26. [DOI:10.2466/pms.109.1.315-326]
van den Tillaar R, Ettema G. A comparison of overarm throwing with the dominant and nondominant arm in experienced team handball players. Perceptual and Motor Skills. 2009;109(1):315-26. [DOI:10.2466/pms.109.1.315-326]
Waterhouse C. The Effect of Extended Practice on EMG, Kinematics and Accuracy in Dominant and Non-dominant Dart Throwing. 2014.
Waterhouse C. The Effect of Extended Practice on EMG, Kinematics and Accuracy in Dominant and Non-dominant Dart Throwing. 2014.
Kuhtz-Buschbeck JP, Keller P. Muscle activity in throwing with the dominant and non-dominant arm. Cogent Medicine. 2019;6(1):1678221. [DOI:10.1080/2331205X.2019.1678221]
Kuhtz-Buschbeck JP, Keller P. Muscle activity in throwing with the dominant and non-dominant arm. Cogent Medicine. 2019;6(1):1678221. [DOI:10.1080/2331205X.2019.1678221]
Fazlullah B, Mahmoud Sh, Mehdi Sh, Shahzad Tahmasebi B. Investigating the bilateral transfer in badminton short service skills from dominant to non-dominant and vice versa. Move. 1383; 1383 (21). (In Persian).
Fazlullah B, Mahmoud Sh, Mehdi Sh, Shahzad Tahmasebi B. Investigating the bilateral transfer in badminton short service skills from dominant to non-dominant and vice versa. Move. 1383; 1383 (21). (In Persian).
Tumialis A, Smirnov A, Fadeev K, Alikovskaia T, Khoroshikh P, Sergievich A, et al. Motor Program Transformation of Throwing Dart from the Third-Person Perspective. Brain sciences. 2020;10(1):55. [DOI:10.3390/brainsci10010055]
Tumialis A, Smirnov A, Fadeev K, Alikovskaia T, Khoroshikh P, Sergievich A, et al. Motor Program Transformation of Throwing Dart from the Third-Person Perspective. Brain sciences. 2020;10(1):55. [DOI:10.3390/brainsci10010055]
Harley LR. Motor learning and its transfer during bilateral arm reaching: Georgia Institute of Technology; 2011.
Harley LR. Motor learning and its transfer during bilateral arm reaching: Georgia Institute of Technology; 2011.
Bernstein N. The co-ordination and regulation of movements. The co-ordination and regulation of movements. 1966.
Bernstein N. The co-ordination and regulation of movements. The co-ordination and regulation of movements. 1966.
Schmidt RA. A schema theory of discrete motor skill learning. Psychological review. 1975;82(4):225. [DOI:10.1037/h0076770]
Schmidt RA. A schema theory of discrete motor skill learning. Psychological review. 1975;82(4):225. [DOI:10.1037/h0076770]
Oldfield RC. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia. 1971;9(1):97-113. [DOI:10.1016/0028-3932(71)90067-4]
Oldfield RC. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia. 1971;9(1):97-113. [DOI:10.1016/0028-3932(71)90067-4]
Saleh Rafiei, Mohammad Kazem Waez Mousavi, Behrooz Abdoli. Direction and rate of errors in bilateral transfer of dart throwing. Journal of Motor Behavior and sport Psychology. 2010;4:315-22. (In Persian).
Saleh Rafiei, Mohammad Kazem Waez Mousavi, Behrooz Abdoli. Direction and rate of errors in bilateral transfer of dart throwing. Journal of Motor Behavior and sport Psychology. 2010;4:315-22. (In Persian).
Wang J, Tang L, Bronlund JE. Surface EMG signal amplification and filtering. International Journal of Computer Applications. 2013;82(1). [DOI:10.5120/14079-2073]
Wang J, Tang L, Bronlund JE. Surface EMG signal amplification and filtering. International Journal of Computer Applications. 2013;82(1). [DOI:10.5120/14079-2073]
Wulf G. Attentional focus and motor learning: a review of 15 years. International Review of Sport and Exercise Psychology. 2013;6(1):77-104. [DOI:10.1080/1750984X.2012.723728]
Wulf G. Attentional focus and motor learning: a review of 15 years. International Review of Sport and Exercise Psychology. 2013;6(1):77-104. [DOI:10.1080/1750984X.2012.723728]
Ambrosini E, Parati M, Peri E, De Marchis C, Nava C, Pedrocchi A, et al. Changes in leg cycling muscle synergies after training augmented by functional electrical stimulation in subacute stroke survivors: a pilot study. Journal of neuroengineering and rehabilitation. 2020;17(1):1-14. [DOI:10.1186/s12984-020-00662-w]
Ambrosini E, Parati M, Peri E, De Marchis C, Nava C, Pedrocchi A, et al. Changes in leg cycling muscle synergies after training augmented by functional electrical stimulation in subacute stroke survivors: a pilot study. Journal of neuroengineering and rehabilitation. 2020;17(1):1-14. [DOI:10.1186/s12984-020-00662-w]
Darainy M, Ostry DJ. Muscle cocontraction following dynamics learning. Experimental brain research. 2008;190(2):153-63. [DOI:10.1007/s00221-008-1457-y]
Darainy M, Ostry DJ. Muscle cocontraction following dynamics learning. Experimental brain research. 2008;190(2):153-63. [DOI:10.1007/s00221-008-1457-y]
Liang N, Yamashita T, Ni Z, Takahashi M, Murakami T, Yahagi S, et al. Temporal modulations of agonist and antagonist muscle activities accompanying improved performance of ballistic movements. Human movement science. 2008;27(1):12-28. [DOI:10.1016/j.humov.2007.05.007]
Liang N, Yamashita T, Ni Z, Takahashi M, Murakami T, Yahagi S, et al. Temporal modulations of agonist and antagonist muscle activities accompanying improved performance of ballistic movements. Human movement science. 2008;27(1):12-28. [DOI:10.1016/j.humov.2007.05.007]
Kamon E, Gormley J. Muscular activity pattern for skilled performance and during learning of a horizontal bar exercise. Ergonomics. 1968;11(4):345-57. [DOI:10.1080/00140136808930982]
Kamon E, Gormley J. Muscular activity pattern for skilled performance and during learning of a horizontal bar exercise. Ergonomics. 1968;11(4):345-57. [DOI:10.1080/00140136808930982]
Schmidt R, Lee T. Motor control and learning: a behavioral emphasis 5th ed-Champaign, IL: Human Kinetics. United States; 2011.
Schmidt R, Lee T. Motor control and learning: a behavioral emphasis 5th ed-Champaign, IL: Human Kinetics. United States; 2011.
Chan‐Viquez D, Hasanbarani F, Zhang L, Anaby D, Turpin NA, Lamontagne A, et al. Development of vertical and forward jumping skills in typically developing children in the context of referent control of motor actions. Developmental Psychobiology. 2020. [DOI:10.1002/dev.21949]
Chan‐Viquez D, Hasanbarani F, Zhang L, Anaby D, Turpin NA, Lamontagne A, et al. Development of vertical and forward jumping skills in typically developing children in the context of referent control of motor actions. Developmental Psychobiology. 2020. [DOI:10.1002/dev.21949]
Corcos DM, Jaric S, Agarwal GC, Gottlieb GL. Principles for learning single-joint movements. Experimental Brain Research. 1993;94(3):499-513. [DOI:10.1007/BF00230208]
Corcos DM, Jaric S, Agarwal GC, Gottlieb GL. Principles for learning single-joint movements. Experimental Brain Research. 1993;94(3):499-513. [DOI:10.1007/BF00230208]
Christou EA, Poston B, Enoka JA, Enoka RM. Different neural adjustments improve endpoint accuracy with practice in young and old adults. Journal of Neurophysiology. 2007;97(5):3340-50. [DOI:10.1152/jn.01138.2006]
Christou EA, Poston B, Enoka JA, Enoka RM. Different neural adjustments improve endpoint accuracy with practice in young and old adults. Journal of Neurophysiology. 2007;97(5):3340-50. [DOI:10.1152/jn.01138.2006]
Darling WG, Cooke J. Movement related EMGs become more variable during learning of fast accurate movements. Journal of motor behavior. 1987;19(3):311-31. [DOI:10.1080/00222895.1987.10735415]
Darling WG, Cooke J. Movement related EMGs become more variable during learning of fast accurate movements. Journal of motor behavior. 1987;19(3):311-31. [DOI:10.1080/00222895.1987.10735415]
Haar S, van Assel CM, Faisal AA. Kinematic signatures of learning that emerge in a real-world motor skill task. bioRxiv. 2020:612218.
Haar S, van Assel CM, Faisal AA. Kinematic signatures of learning that emerge in a real-world motor skill task. bioRxiv. 2020:612218.
Nakagawa J, An Q, Ishikawa Y, Oka H, Takakusaki K, Yamakawa H, et al. Analysis of human motor skill in dart throwing motion at different distance. SICE Journal of Control, Measurement, and System Integration. 2015;8(1):79-85. [DOI:10.9746/jcmsi.8.79]
Nakagawa J, An Q, Ishikawa Y, Oka H, Takakusaki K, Yamakawa H, et al. Analysis of human motor skill in dart throwing motion at different distance. SICE Journal of Control, Measurement, and System Integration. 2015;8(1):79-85. [DOI:10.9746/jcmsi.8.79]
Monfils M-H, Plautz EJ, Kleim JA. In search of the motor engram: motor map plasticity as a mechanism for encoding motor experience. The Neuroscientist. 2005;11(5):471-83. [DOI:10.1177/1073858405278015]
Monfils M-H, Plautz EJ, Kleim JA. In search of the motor engram: motor map plasticity as a mechanism for encoding motor experience. The Neuroscientist. 2005;11(5):471-83. [DOI:10.1177/1073858405278015]
Hess G. Calcium-induced long-term potentiation in horizontal connections of rat motor cortex. Brain research. 2002;952(1):142-5. [DOI:10.1016/S0006-8993(02)03296-1]
Hess G. Calcium-induced long-term potentiation in horizontal connections of rat motor cortex. Brain research. 2002;952(1):142-5. [DOI:10.1016/S0006-8993(02)03296-1]
Ito M. Historical review of the significance of the cerebellum and the role of Purkinje cells in motor learning. Annals of the New York Academy of Sciences. 2002;978(1):273-88. [DOI:10.1111/j.1749-6632.2002.tb07574.x]
Ito M. Historical review of the significance of the cerebellum and the role of Purkinje cells in motor learning. Annals of the New York Academy of Sciences. 2002;978(1):273-88. [DOI:10.1111/j.1749-6632.2002.tb07574.x]
Yokoyama H, Kaneko N, Ogawa T, Kawashima N, Watanabe K, Nakazawa K. Cortical Correlates of Locomotor Muscle Synergy Activation in Humans: An Electroencephalographic Decoding Study. iScience. 2019;15:623-39. [DOI:10.1016/j.isci.2019.04.008]
Yokoyama H, Kaneko N, Ogawa T, Kawashima N, Watanabe K, Nakazawa K. Cortical Correlates of Locomotor Muscle Synergy Activation in Humans: An Electroencephalographic Decoding Study. iScience. 2019;15:623-39. [DOI:10.1016/j.isci.2019.04.008]