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Published in: European Journal of Applied Physiology 8/2011

01-08-2011 | Original Article

Optimal effort investment for overcoming the weakest point: new insights from a computational model of neuromuscular adaptation

Author: Ognjen Arandjelović

Published in: European Journal of Applied Physiology | Issue 8/2011

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Abstract

The occurrence of so-called sticking points in a lift is pervasive in weight training practice. Biomechanically complex exercises often exhibit multi-modal variation of effective force exerted against the load as a function of the elevation and velocity of the load. This results in a variety of possible loci for the occurrence of sticking points and makes the problem of designing the optimal training strategy to overcome them challenging. In this article a case founded on theoretical grounds is made against a purely empirical method. It is argued that the nature of the problem considered and the wide range of variables involved limit the generality of conclusions which can be drawn from experimental studies alone. Instead an alternative is described, whereby a recently proposed mathematical model of neuromuscular adaptation is employed in a series of computer simulations. These are used to examine quantitatively the effects of differently targeted partial range of motion (ROM) training approaches. Counter-intuitively and in contrast to common training practices, the key novel insight inferred from the obtained results is that in some cases the most effective approach for improving performance in an exercise with a sticking point at a particular point in the ROM is to improve force production capability at a different and possibly remote position in the lift. In the context of the employed model, this result is explained by changes in the neuromuscular and biomechanical environment for force production.
Footnotes
1
This follows from an application of the Law of Cosines on the triangle formed by the biceps brachii and the chords span by the elbow and the two attachments of the biceps brachii. Its derivation is straightforward and is omitted for clarity.
 
Literature
go back to reference Arandjelović O (2010) A mathematical model of neuromuscular adaptation to resistance training and its application in a computer simulation of accommodating loads. Eur J Appl Physiol. doi:10.1007/s00421-010-1526-3 Arandjelović O (2010) A mathematical model of neuromuscular adaptation to resistance training and its application in a computer simulation of accommodating loads. Eur J Appl Physiol. doi:10.​1007/​s00421-010-1526-3
go back to reference Berning JM, Coker CA, Briggs D (2008) The biomechanical and perceptual influence of chain resistance on the performance of the olympic clean. J Strength Cond Res 22(2):390–395PubMedCrossRef Berning JM, Coker CA, Briggs D (2008) The biomechanical and perceptual influence of chain resistance on the performance of the olympic clean. J Strength Cond Res 22(2):390–395PubMedCrossRef
go back to reference Caiozzo VJ, Perrine JJ, Edgerton VR (1981) Training-induced alterations of the in vivo force–velocity relationship of human muscle. J Appl Physiol 53(3):750–754 Caiozzo VJ, Perrine JJ, Edgerton VR (1981) Training-induced alterations of the in vivo force–velocity relationship of human muscle. J Appl Physiol 53(3):750–754
go back to reference Crewther BT, Cronin J, Keogh JW (2008) The contribution of volume, technique, and load to single-repetition and total-repetition kinematics and kinetics in response to three loading schemes. Res Q 22(6):1908–1915 Crewther BT, Cronin J, Keogh JW (2008) The contribution of volume, technique, and load to single-repetition and total-repetition kinematics and kinetics in response to three loading schemes. Res Q 22(6):1908–1915
go back to reference Ebben WP, Jensen RL (2002) Electromyographic and kinetic analysis of backsquat variations. J Strength Cond Res 16(4):547–550PubMed Ebben WP, Jensen RL (2002) Electromyographic and kinetic analysis of backsquat variations. J Strength Cond Res 16(4):547–550PubMed
go back to reference Elliott BC, Wilson GJ, Kerr GK (1989) A biomechanical analysis of the sticking region in the bench press. Med Sci Sports Exerc 21(4):450–462PubMed Elliott BC, Wilson GJ, Kerr GK (1989) A biomechanical analysis of the sticking region in the bench press. Med Sci Sports Exerc 21(4):450–462PubMed
go back to reference Escamilla RF, Francisco AC, Fleisig GS, Barrentine SW, Welch CM, Kayes AV, Speer KP, Andrews JR (2000) A three-dimensional biomechanical analysis of sumo and conventional style deadlifts. Med Sci Sports Exerc 32(7):1265–1275PubMedCrossRef Escamilla RF, Francisco AC, Fleisig GS, Barrentine SW, Welch CM, Kayes AV, Speer KP, Andrews JR (2000) A three-dimensional biomechanical analysis of sumo and conventional style deadlifts. Med Sci Sports Exerc 32(7):1265–1275PubMedCrossRef
go back to reference Fry AC, Aro TA, Bauer JA, Kraemer WJ (1993) comparison of methods for determining kinematic properties of three barbell squat exercises. Proc R Soc Lond B Biol Sci 24:83–95 Fry AC, Aro TA, Bauer JA, Kraemer WJ (1993) comparison of methods for determining kinematic properties of three barbell squat exercises. Proc R Soc Lond B Biol Sci 24:83–95
go back to reference Hales ME, Johnson BF, Johnson JT (2009) Kinematic analysis of the powerlifting style squat and the conventional deadlift during competition: is there a cross-over effect between lifts. J Strength Cond Res 23(9):2574–2580PubMedCrossRef Hales ME, Johnson BF, Johnson JT (2009) Kinematic analysis of the powerlifting style squat and the conventional deadlift during competition: is there a cross-over effect between lifts. J Strength Cond Res 23(9):2574–2580PubMedCrossRef
go back to reference Kitai TA, Sale DG (1989) Specificity of joint angle in isometric training. Eur J Appl Physiol Occup Physiol 58(7):744–748PubMedCrossRef Kitai TA, Sale DG (1989) Specificity of joint angle in isometric training. Eur J Appl Physiol Occup Physiol 58(7):744–748PubMedCrossRef
go back to reference Knapik JJ, Mawdsley RH, Ramos MU (1983) Angular specificity and test mode specificity of isometric and isokinetic strength training. Eur J Appl Physiol Occup Physiol 5(2):58–65 Knapik JJ, Mawdsley RH, Ramos MU (1983) Angular specificity and test mode specificity of isometric and isokinetic strength training. Eur J Appl Physiol Occup Physiol 5(2):58–65
go back to reference Komi P (1979) Neuromuscular performance: factors influencing force and speed production. Scand J Sports Sci 1:2–15 Komi P (1979) Neuromuscular performance: factors influencing force and speed production. Scand J Sports Sci 1:2–15
go back to reference McCurdy K, Langford G, Ernest J, Jenkerson D, Doscher M (2009) Comparison of chain- and plate-loaded bench press training on strength, joint pain, and muscle soreness in division II baseball players. J Strength Cond Res 23(1):187–195PubMedCrossRef McCurdy K, Langford G, Ernest J, Jenkerson D, Doscher M (2009) Comparison of chain- and plate-loaded bench press training on strength, joint pain, and muscle soreness in division II baseball players. J Strength Cond Res 23(1):187–195PubMedCrossRef
go back to reference McLaughlin TM, Dillman CJ, Lardner TJ (1977) A kinematic model of performance in the parallel squat by champion powerlifters. Med Sci Sports Exerc 9:128–133 McLaughlin TM, Dillman CJ, Lardner TJ (1977) A kinematic model of performance in the parallel squat by champion powerlifters. Med Sci Sports Exerc 9:128–133
go back to reference McLaughlin TM, Lardner TJ, Dillman CJ (1978) Kinetics of the parallel squat. Res Q 49:173–189 McLaughlin TM, Lardner TJ, Dillman CJ (1978) Kinetics of the parallel squat. Res Q 49:173–189
go back to reference Miletello WM, Beam JR, Cooper ZC (2009) A biomechanical analysis of the squat between competitive collegiate, competitive high school, and novice powerlifters. J Strength Cond Res 23(5):1611–1617PubMedCrossRef Miletello WM, Beam JR, Cooper ZC (2009) A biomechanical analysis of the squat between competitive collegiate, competitive high school, and novice powerlifters. J Strength Cond Res 23(5):1611–1617PubMedCrossRef
go back to reference Perrine JJ, Edgerton VR (1978) Muscle force-velocity and power-velocity relationships under isokinetic loading. Med Sci Sports 10(3):159–166PubMed Perrine JJ, Edgerton VR (1978) Muscle force-velocity and power-velocity relationships under isokinetic loading. Med Sci Sports 10(3):159–166PubMed
go back to reference Smith LK, Weiss EL, Lehmkuhl LD (1996) Brunnstrom’s clinical kinesiology, V edn. F.A. Davis Smith LK, Weiss EL, Lehmkuhl LD (1996) Brunnstrom’s clinical kinesiology, V edn. F.A. Davis
go back to reference Swinton PA, Lloyd R, Agouris I, Stewart A (2009) Contemporary training practices in elite british powerlifters: survey results from an international competition. J Strength Cond Res 23(2):380–384PubMedCrossRef Swinton PA, Lloyd R, Agouris I, Stewart A (2009) Contemporary training practices in elite british powerlifters: survey results from an international competition. J Strength Cond Res 23(2):380–384PubMedCrossRef
go back to reference Wickiewicz TL, Roy RR, Powell PL, Perrine JJ, Edgerton VR (1984) Muscle architecture and force-velocity relationships in humans. J Appl Physiol 57(2):435–443PubMed Wickiewicz TL, Roy RR, Powell PL, Perrine JJ, Edgerton VR (1984) Muscle architecture and force-velocity relationships in humans. J Appl Physiol 57(2):435–443PubMed
go back to reference Wilkie DR (1968) Studies in biology, no. 11: muscle. Edward Arnold, London Wilkie DR (1968) Studies in biology, no. 11: muscle. Edward Arnold, London
go back to reference Zatsiorsky VM (1995) Science and practice of strength training. Human Kinetics Publishers. ISBN-10: 0873224744, ISBN-13: 978-0873224741 Zatsiorsky VM (1995) Science and practice of strength training. Human Kinetics Publishers. ISBN-10: 0873224744, ISBN-13: 978-0873224741
Metadata
Title
Optimal effort investment for overcoming the weakest point: new insights from a computational model of neuromuscular adaptation
Author
Ognjen Arandjelović
Publication date
01-08-2011
Publisher
Springer-Verlag
Published in
European Journal of Applied Physiology / Issue 8/2011
Print ISSN: 1439-6319
Electronic ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-010-1814-y

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