Monitoring Locomotor Load in Soccer: Is Metabolic Power, Powerful?

The aim of the present study was to examine the validity and reliability of metabolic power (P) estimated from locomotor demands during soccer-specific drills. 14 highly-trained soccer players performed a soccer-specific circuit with the ball (3×1-min bouts, interspersed with 30-s passive recovery) on 2 different occasions. Locomotor activity was monitored with 4-Hz GPSs, while oxygen update (VO2) was collected with a portable gas analyzer. P was calculated using either net VO2 responses and traditional calorimetry principles (PVO2, W.kg(-1)) or locomotor demands (PGPS, W.kg(-1)). Distance covered into different speed, acceleration and P zones was recorded. While PGPS was 29±10% lower than PVO2 (d<- 3) during the exercise bouts, it was 85±7% lower (d<- 8) during recovery phases. The typical error between PGPS vs. PVO2 was moderate: 19.8%, 90% confidence limits: (18.4;21.6). The correlation between both estimates of P was small: 0.24 (0.14;0.33). Very large day-to-day variations were observed for acceleration, deceleration and > 20 W.kg(-1) distances (all CVs > 50%), while average Po2 and PGPS showed CVs < 10%. ICC ranged from very low- (acceleration and > 20 W.kg(-1) distances) to-very high (PVO2). PGPS largely underestimates the energy demands of soccer-specific drills, especially during the recovery phases. The poor reliability of PGPS >20 W.kg(-1) questions its value for monitoring purposes in soccer.

[1]  Brian Dawson,et al.  The reproducibility of physiological responses and performance profiles of youth soccer players in small-sided games. , 2008, International journal of sports physiology and performance.

[2]  Martin Buchheit,et al.  Monitoring accelerations with GPS in football: time to slow down? , 2014, International journal of sports physiology and performance.

[3]  F. Nakamura,et al.  Physiological Responses to Shuttle Repeated-Sprint Running , 2010, International journal of sports medicine.

[4]  Carlo Castagna,et al.  Relationship Between Indicators of Training Load in Soccer Players , 2013, Journal of strength and conditioning research.

[5]  Martin Buchheit,et al.  High-Intensity Interval Training, Solutions to the Programming Puzzle Part Anaerobic Energy, Neuromuscular Load and Practical Applications , 2013 .

[6]  Christopher Carling,et al.  Interpreting Physical Performance in Professional Soccer Match-Play: Should We be More Pragmatic in Our Approach? , 2013, Sports Medicine.

[7]  R. Aughey,et al.  Acceleration Profiles in Elite Australian Soccer , 2013, International Journal of Sports Medicine.

[8]  D. Thelen,et al.  Computational models predict larger muscle tissue strains at faster sprinting speeds. , 2014, Medicine and science in sports and exercise.

[9]  T. Meyer,et al.  Reliability of Gas Exchange Measurements from Two Different Spiroergometry Systems , 2001, International journal of sports medicine.

[10]  V. Di Salvo,et al.  Performance Characteristics According to Playing Position in Elite Soccer , 2006, International journal of sports medicine.

[11]  P. Gaudino,et al.  Systematic Bias between Running Speed and Metabolic Power Data in Elite Soccer Players: Influence of Drill Type , 2013, International Journal of Sports Medicine.

[12]  P. Beek,et al.  Measured and estimated energy cost of constant and shuttle running in soccer players. , 2015, Medicine and science in sports and exercise.

[13]  Jack D. Ade,et al.  Physiological response, time-motion characteristics, and reproducibility of various speed-endurance drills in elite youth soccer players: small-sided games versus generic running. , 2014, International journal of sports physiology and performance.

[14]  Adam Allen,et al.  Integrating different tracking systems in football: multiple camera semi-automatic system, local position measurement and GPS technologies , 2014, Journal of sports sciences.

[15]  Ermanno Rampinini,et al.  Metabolic power and energetic costs of professional Australian Football match-play. , 2015, Journal of science and medicine in sport.

[16]  E. Rampinini,et al.  Accuracy of GPS Devices for Measuring High-intensity Running in Field-based Team Sports , 2014, International Journal of Sports Medicine.

[17]  Stuart J. Cormack,et al.  The validity and reliability of GPS units for measuring distance in team sport specific running patterns. , 2010, International journal of sports physiology and performance.

[18]  Grégoire P. Millet,et al.  Conceptual Framework for Strengthening Exercises to Prevent Hamstring Strains , 2013, Sports Medicine.

[19]  Robert J Aughey,et al.  Applications of GPS technologies to field sports. , 2011, International journal of sports physiology and performance.

[20]  G Atkinson,et al.  Ethical Standards in Sport and Exercise Science Research: 2014 Update· , 2013, International Journal of Sports Medicine.

[21]  S. Marshall,et al.  Progressive statistics for studies in sports medicine and exercise science. , 2009, Medicine and science in sports and exercise.

[22]  A. Minetti,et al.  Energy cost of walking and running at extreme uphill and downhill slopes. , 2002, Journal of applied physiology.

[23]  J. Brockway Derivation of formulae used to calculate energy expenditure in man. , 1987, Human nutrition. Clinical nutrition.

[24]  Carlo Castagna,et al.  Comparing the Physical Demands of Friendly Matches and Small-Sided Games in Semiprofessional Soccer Players , 2012, Journal of strength and conditioning research.

[25]  Kevin Thomas,et al.  Time-motion analysis of acceleration demands of 4v4 small-sided soccer games played on different pitch sizes. , 2014, Human movement science.

[26]  Tim W Dorn,et al.  Muscular strategy shift in human running: dependence of running speed on hip and ankle muscle performance , 2012, Journal of Experimental Biology.

[27]  Carlo Castagna,et al.  Aerobic Fitness Ecological Validity in Elite Soccer Players: A Metabolic Power Approach , 2014, Journal of strength and conditioning research.

[28]  Franco M. Impellizzeri,et al.  Physiology of Small-Sided Games Training in Football , 2011, Sports medicine.

[29]  P. D. di Prampero,et al.  Sprint running: a new energetic approach , 2005, Journal of Experimental Biology.

[30]  M. Buchheit Monitoring training status with HR measures: do all roads lead to Rome? , 2014, Front. Physiol..

[31]  M. Kouzaki,et al.  Metabolic profile of high intensity intermittent exercises. , 1997, Medicine and science in sports and exercise.

[32]  G Atkinson,et al.  Monitoring Training in Elite Soccer Players: Systematic Bias between Running Speed and Metabolic Power Data , 2013, International Journal of Sports Medicine.

[33]  K. Klausen,et al.  Physiological profile and activity pattern of young soccer players during match play. , 2004, Medicine and science in sports and exercise.

[34]  Riccardo Bernardini,et al.  Energy cost and metabolic power in elite soccer: a new match analysis approach. , 2010, Medicine and science in sports and exercise.

[35]  Robert G Lockie,et al.  A comparison of methods to quantify the in-season training load of professional soccer players. , 2013, International journal of sports physiology and performance.

[36]  Stephen J Kelly,et al.  Validity and Interunit Reliability of 10 Hz and 15 Hz GPS Units for Assessing Athlete Movement Demands , 2014, Journal of strength and conditioning research.