A comparison of match demands using ball-in-play versus whole match data in professional soccer players of the English Championship
Article
Mernagh, D., Weldon, A., Wass, J., Phillips, J., Parmar, N., waldron, M. and Turner, A. 2021. A comparison of match demands using ball-in-play versus whole match data in professional soccer players of the English Championship. Sports. 9 (6), pp. 1-8. https://doi.org/10.3390/sports9060076
| Type | Article |
|---|---|
| Title | A comparison of match demands using ball-in-play versus whole match data in professional soccer players of the English Championship |
| Authors | Mernagh, D., Weldon, A., Wass, J., Phillips, J., Parmar, N., waldron, M. and Turner, A. |
| Abstract | This is the first study to report the Whole Match, ball-in-play (BiP), ball-out-of-play (BoP), and Max BiP (worst case scenario phases of play) demands of professional soccer players competing in the English Championship. Effective playing time per soccer game is typically < 60 min. When the ball is out of play, players spend time repositioning themselves, which is likely less physically demanding. Consequently, reporting whole-match demands may under-report the physical requirements of soccer players. Twenty professional soccer players, categorized via position (defenders, midfielders, and forwards) participated in this study. A repeated measures design was used to collect Global Positioning System (GPS) data over eight professional soccer matches in the English Championship. Data were divided into whole-match and BiP data, and BiP data were further sub-divided into different time points (30-60 s, 60-90 s, and > 90 s) providing precise peak match demands. Whole-match demands recorded were compared to BiP and Max BiP, and BiP data excluded data from all match stoppages, providing a more precise analysis of match demands. Whole-match metrics were significantly lower than BiP metrics (p < 0.05), and Max BiP for 30-60 s was significantly higher than periods between 60-90 s and > 90 s. No significant differences were found between positions. Ball-in-play analysis allows an accurate representation of the game and physical demands imposed on professional soccer players. Through having a clearer understanding of maximum game demands in professional soccer, will enable practitioners to design highly specific training methods. |
| Keywords | high-speed running; acceleration; metabolic load; football; sport |
| Research Group | Strength and Conditioning at the London Sport Institute |
| Publisher | MDPI |
| Journal | Sports |
| ISSN | |
| Electronic | 2075-4663 |
| Publication dates | |
| Online | 26 May 2021 |
| Jun 2021 | |
| Publication process dates | |
| Deposited | 24 May 2021 |
| Accepted | 24 May 2021 |
| Submitted | 18 Mar 2021 |
| Output status | Published |
| Publisher's version | License |
| Copyright Statement | Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland. |
| Digital Object Identifier (DOI) | https://doi.org/10.3390/sports9060076 |
| Web of Science identifier | WOS:000666559800001 |
| Language | English |
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Bishop, C., Jordan, M., Torres-Ronda, L., Loturco, I., Harry, J., Virgile, A., Mundy, P., Turner, A. and Comfort, P. 2023. Selecting metrics that matter: comparing the use of the countermovement jump for performance profiling, neuromuscular fatigue monitoring and injury rehabilitation testing. Strength and Conditioning Journal. 45 (5), pp. 545-553. https://doi.org/10.1519/SSC.0000000000000772Trackman 4: Within and between-session reliability and inter-relationships of launch monitor metrics during indoor testing in high-level golfers
Bishop, C., Wells, J., Ehlert, A., Turner, A., Coughlan, D., Sachs, N. and Murray, A. 2023. Trackman 4: Within and between-session reliability and inter-relationships of launch monitor metrics during indoor testing in high-level golfers. Journal of Sports Sciences. 41 (23), pp. 2138-2143. https://doi.org/10.1080/02640414.2024.2314864The importance of appearing trustworthy in the workplace: performance analysts’ perspectives
Nelson, L., James, N., Nicholls, S., Parmar, N. and Groom, R. 2023. The importance of appearing trustworthy in the workplace: performance analysts’ perspectives. Sport, Education and Society. 30 (2), pp. 249-265. https://doi.org/10.1080/13573322.2023.2288844Relationship between kinetic and kinematic measures of the countermovement jump and national weightlifting performance
Chavda, S., Lake, J., Comfort, P., Bishop, C., Joffe, S. and Turner, A. 2023. Relationship between kinetic and kinematic measures of the countermovement jump and national weightlifting performance. Journal of Science in Sport and Exercise. https://doi.org/10.1007/s42978-023-00245-wA narrative review of the most demanding scenarios in basketball: Current trends and future directions
Alonso Pérez-Chao, E., Portes, R., Gómez, M., Parmar, N., Lorenzo, A. and Jiménez-Sáiz, S.L. 2023. A narrative review of the most demanding scenarios in basketball: Current trends and future directions. Journal of Human Kinetics. 89/2023, pp. 231-245. https://doi.org/10.5114/jhk/170838Total score of athleticism: profiling strength and power characteristics in professional soccer players following anterior cruciate ligament reconstruction to assess return to sport readiness
Maestroni, L., Turner, A., Papadopoulos, K., Sideris, V. and Read, P. 2023. Total score of athleticism: profiling strength and power characteristics in professional soccer players following anterior cruciate ligament reconstruction to assess return to sport readiness. American Journal of Sports Medicine. 51 (12), pp. 3121-3130. https://doi.org/10.1177/03635465231194778Acute effects of a fatiguing protocol on peak force and rate of force development of the hamstring muscles in soccer players
Bettariga, F., Bishop, C., Martorelli, L., Turner, A., Lazzarini, S., Algeri, C. and Maestroni, L. 2023. Acute effects of a fatiguing protocol on peak force and rate of force development of the hamstring muscles in soccer players. Journal of Science in Sport and Exercise. https://doi.org/10.1007/s42978-023-00228-xComparison of strength and power characteristics before ACL rupture and at the end of rehabilitation before return to sport in professional soccer players
Maestroni, L., Turner, A., Papadopoulos, K., Cohen, D., Sideris, V., Graham-Smith, P. and Read, P. 2023. Comparison of strength and power characteristics before ACL rupture and at the end of rehabilitation before return to sport in professional soccer players. Sports Health. 15 (6), pp. 814-823. https://doi.org/10.1177/19417381231171566Contemporary practices of strength and conditioning coaches in high-level male ice hockey: a survey-based investigation
Galati, D., Turner, A., Bishop, C. and Maloney, S. 2023. Contemporary practices of strength and conditioning coaches in high-level male ice hockey: a survey-based investigation. The Journal of Strength and Conditioning Research. 37 (11), pp. 2241-2250. https://doi.org/10.1519/JSC.0000000000004541Predicting weight category specific performance zones for Olympic, World and European weightlifting competitions
Chavda, S., Comfort, P., Lake, J., Bishop, C. and Turner, A. 2023. Predicting weight category specific performance zones for Olympic, World and European weightlifting competitions. The Journal of Strength and Conditioning Research. 36 (9), pp. 2657-2662. https://doi.org/10.1519/JSC.0000000000004511A systematic review of the different calculation methods for measuring jump height during the countermovement and drop jump tests
Xu, J., Turner, A., Comfort, P., Harry, J., McMahon, J., Chavda, S. and Bishop, C. 2023. A systematic review of the different calculation methods for measuring jump height during the countermovement and drop jump tests. Sports Medicine. 53 (5), pp. 1055-1072. https://doi.org/10.1007/s40279-023-01828-xMeasuring interlimb asymmetry for strength and power: a brief review of assessment methods, data analysis, current evidence, and practical recommendations
Bishop, C., de Keijzer, K., Turner, A. and Beato, M. 2023. Measuring interlimb asymmetry for strength and power: a brief review of assessment methods, data analysis, current evidence, and practical recommendations. The Journal of Strength and Conditioning Research. 37 (3), pp. 745-750. https://doi.org/10.1519/JSC.0000000000004384A survey into the use of priming techniques implemented by athletes and coaches to improve athletic performance
Collins, J., Bishop, C., Hills, F., Spiegelhalter, A., Cohen, R. and Turner, A. 2023. A survey into the use of priming techniques implemented by athletes and coaches to improve athletic performance. The Journal of Strength and Conditioning Research. 37 (1), pp. 107-113. https://doi.org/10.1519/jsc.0000000000004220Monitoring performance in golf: more than just clubhead speed
Brennan, A., Ehlert, A., Wells, J., Broadie, M., Coughlan, D., Turner, A. and Bishop, C. 2023. Monitoring performance in golf: more than just clubhead speed. Strength and Conditioning Journal. 45 (6), pp. 631-641. https://doi.org/10.1519/SSC.0000000000000764The effects of a 6-week unilateral strength and ballistic jump training program on the force-velocity profiles of sprinting
Bettariga, F., Maestroni, L., Martorelli, L., Turner, A. and Bishop, C. 2023. The effects of a 6-week unilateral strength and ballistic jump training program on the force-velocity profiles of sprinting. The Journal of Strength and Conditioning Research. 37 (7), pp. 1390-1396. https://doi.org/10.1519/JSC.0000000000004424Alternate leg bounding acutely improves change of direction performance in women’s team sports players irrespective of ground type
Dann, E., Quinn, S., Russell, M., Kilduff, L., Turner, A. and Hills, S. 2023. Alternate leg bounding acutely improves change of direction performance in women’s team sports players irrespective of ground type. The Journal of Strength and Conditioning Research. 37 (6), pp. 1199-1203. https://doi.org/10.1519/JSC.0000000000004378Seasonal variation of physical performance, bilateral deficit, and inter-limb asymmetry in elite academy soccer players: which metrics are sensitive to change?
Bishop, C., Abbott, W., Brashill, C., Loturco, I., Beato, M. and Turner, A. 2023. Seasonal variation of physical performance, bilateral deficit, and inter-limb asymmetry in elite academy soccer players: which metrics are sensitive to change? The Journal of Strength and Conditioning Research. 37 (2), pp. 358-365. https://doi.org/10.1519/JSC.0000000000004248Residual deficits in reactive strength after anterior cruciate ligament reconstruction in soccer players
Read, P.J., Davies, W.T., Bishop, C., Mc Auliffe, S., Wilson, M.G. and Turner, A. 2023. Residual deficits in reactive strength after anterior cruciate ligament reconstruction in soccer players. Journal of Athletic Training. 58 (5), pp. 423-429. https://doi.org/10.4085/0169-20But did my athlete improve!? Assessing performance changes when N = 1
Turner, A. 2022. But did my athlete improve!? Assessing performance changes when N = 1. Professional Strength and Conditioning. (63), pp. 27-31.The role of debriefing in enhancing learning and development in professional boxing
Kojman, Y., Beeching, K., Gomez, M., Parmar, N. and Nicholls, S. 2022. The role of debriefing in enhancing learning and development in professional boxing. International Journal of Performance Analysis in Sport. 22 (2), pp. 250-260. https://doi.org/10.1080/24748668.2022.2042640The effects of training interventions on inter-limbs asymmetries: a systematic review with meta-analysis
Bettariga, F., Turner, A., Maloney, S., Maestroni, L., Jarvis, P. and Bishop, C. 2022. The effects of training interventions on inter-limbs asymmetries: a systematic review with meta-analysis. Strength and Conditioning Journal. 44 (5), pp. 69-86. https://doi.org/10.1519/ssc.0000000000000701Practices of strength and conditioning coaches in professional sports: a systematic review
Weldon, A., Duncan, M., Turner, A., Lockie, R. and Loturco, I. 2022. Practices of strength and conditioning coaches in professional sports: a systematic review. Biology of Sport. 39 (3), pp. 715-726. https://doi.org/10.5114/biolsport.2022.107480Assessing the prevalence and risk of disordered eating in female netball players
Paice, K., Curtis, C., Papadopoulos, K., Turner, A. and Wilson, L. 2022. Assessing the prevalence and risk of disordered eating in female netball players. BASES conference 2022. Leicester, UK 15 - 16 Nov 2022 Taylor & Francis (Routledge). pp. 32-32 https://doi.org/10.1080/02640414.2022.2125766Do people with musculoskeletal pain differ from healthy cohorts in terms of global measures of strength? A systematic review and meta-analysis
Verdini, E., Maestroni, L., Clark, M., Turner, A. and Huber, J. 2022. Do people with musculoskeletal pain differ from healthy cohorts in terms of global measures of strength? A systematic review and meta-analysis. Clinical Rehabilitation. https://doi.org/10.1177/02692155221128724Validity and reliability of strategy metrics to assess countermovement jump performance using the newly developed My Jump Lab smartphone application
Bishop, C., Jarvis, P., Turner, A. and Balsalobre-Fernández, C. 2022. Validity and reliability of strategy metrics to assess countermovement jump performance using the newly developed My Jump Lab smartphone application. Journal of Human Kinetics. 83, pp. 185-195. https://doi.org/10.2478/hukin-2022-0098Assessing eccentric hamstring strength using the Nordbord: between-session reliability and inter-limb asymmetries in professional soccer players
Bishop, C., Manuel, J., Drury, B., Beato, M. and Turner, A. 2022. Assessing eccentric hamstring strength using the Nordbord: between-session reliability and inter-limb asymmetries in professional soccer players. The Journal of Strength and Conditioning Research. 36 (9), pp. 2552-2557. https://doi.org/10.1519/JSC.0000000000004303Performance analysis practice within Olympic and Paralympic sports: a comparison of coach and analyst experiences
Nicholls, S., James, N., Wells, J. and Parmar, N. 2022. Performance analysis practice within Olympic and Paralympic sports: a comparison of coach and analyst experiences. International Journal of Performance Analysis in Sport. 22 (3), pp. 343-351. https://doi.org/10.1080/24748668.2022.2054623Intra- and inter-day reliability of weightlifting variables and correlation to performance during cleans
Sorensen, A., Chavda, S., Comfort, P., Lake, J. and Turner, A. 2022. Intra- and inter-day reliability of weightlifting variables and correlation to performance during cleans. The Journal of Strength and Conditioning Research. 36 (11), pp. 3008-3014. https://doi.org/10.1519/JSC.0000000000004241Reverse engineering in strength and conditioning: applications to agility training
Turner, A., Read, P., Maestroni, L., Chavda, S., Yao, X., Papadopoulos, K., Virgile, A., Spiegelhalter, A. and Bishop, C. 2022. Reverse engineering in strength and conditioning: applications to agility training. Strength and Conditioning Journal. 44 (4), pp. 85-94. https://doi.org/10.1519/SSC.0000000000000681Magnitude or direction? Seasonal variation of interlimb asymmetry in elite academy soccer players
Bishop, C., Read, P., Chavda, S., Jarvis, P., Brazier, J., Bromley, T. and Turner, A. 2022. Magnitude or direction? Seasonal variation of interlimb asymmetry in elite academy soccer players. The Journal of Strength and Conditioning Research. 36 (4), pp. 1031-1037. https://doi.org/10.1519/JSC.0000000000003565The association between Interlimb asymmetry and athletic performance tasks: a season long study in elite academy soccer players
Bishop, C., Read, P., Bromley, T., Brazier, J., Jarvis, P., Chavda, S. and Turner, A. 2022. The association between Interlimb asymmetry and athletic performance tasks: a season long study in elite academy soccer players. The Journal of Strength and Conditioning Research. 36 (3), pp. 787-795. https://doi.org/10.1519/JSC.0000000000003526Effects of soccer match-play on unilateral jumping and Inter-limb asymmetry: a repeated measures design
Bishop, C., Read, P., Stern, D. and Turner, A. 2022. Effects of soccer match-play on unilateral jumping and Inter-limb asymmetry: a repeated measures design. The Journal of Strength and Conditioning Research. 36 (1), pp. 193-200. https://doi.org/10.1519/JSC.0000000000003389The between-week reliability of neuromuscular, endocrine, and mood markers in soccer players and the repeatability of the movement demands during small-sided games
Sparkes, W., Turner, A., Weston, M., Russell, M., Johnson, M. and Kilduff, L. 2021. The between-week reliability of neuromuscular, endocrine, and mood markers in soccer players and the repeatability of the movement demands during small-sided games. The Journal of Sports Medicine and Physical Fitness. https://doi.org/10.23736/S0022-4707.21.12993-7Reactive strength index and its associations with measures of physical and sports performance: A systematic review with meta-analysis
Jarvis, P., Turner, A., Read, P. and Bishop, C. 2021. Reactive strength index and its associations with measures of physical and sports performance: A systematic review with meta-analysis. Sports Medicine. 52 (2), pp. 301-330. https://doi.org/10.1007/s40279-021-01566-yEffects of strength training on jump performance and bilateral deficit in Premier League academy soccer players
Bishop, C., Abbott, W., Brashill, C., Read, P., Loturco, I., Beato, M. and Turner, A. 2021. Effects of strength training on jump performance and bilateral deficit in Premier League academy soccer players. Professional Strength and Conditioning. (62), pp. 7-14.A framework to guide practitioners when selecting metrics during the countermovement and drop jump tests
Bishop, C., Turner, A., Jordan, M., Harry, J., Loturco, I., Lake, J. and Comfort, P. 2022. A framework to guide practitioners when selecting metrics during the countermovement and drop jump tests. Strength and Conditioning Journal. 44 (4), pp. 95-105. https://doi.org/10.1519/SSC.0000000000000677The physical characteristics underpinning performance of wheelchair fencing athletes: a Delphi study of Paralympic coaches
Villiere, A., Mason, B., Parmar, N., Maguire, N., Holmes, D. and Turner, A. 2021. The physical characteristics underpinning performance of wheelchair fencing athletes: a Delphi study of Paralympic coaches. Journal of Sports Sciences. 39 (17), pp. 2006-2014. https://doi.org/10.1080/02640414.2021.1912454Optimal training sequences to develop lower body force, velocity, power, and jump height: a systematic review with meta-analysis
Marshall, J., Bishop, C., Turner, A. and Haff, G. 2021. Optimal training sequences to develop lower body force, velocity, power, and jump height: a systematic review with meta-analysis. Sports Medicine. 51 (6), pp. 1245-1271. https://doi.org/10.1007/s40279-021-01430-zAssessing group-based changes in high-performance sport. Part 2: effect sizes and embracing uncertainty through confidence intervals
Turner, A., Parmar, N., Jovonoski, A. and Hearne, G. 2021. Assessing group-based changes in high-performance sport. Part 2: effect sizes and embracing uncertainty through confidence intervals. Strength and Conditioning Journal. 43 (4), pp. 68-77. https://doi.org/10.1519/SSC.0000000000000613Relationships between physical capacities and biomechanical variables during movement tasks in athletic populations following anterior cruciate ligament reconstruction
Luca, M., Papadopoulos, K., Turner, A., Korakakis, V. and Read, P. 2021. Relationships between physical capacities and biomechanical variables during movement tasks in athletic populations following anterior cruciate ligament reconstruction. Physical Therapy in Sport. 48, pp. 209-218. https://doi.org/10.1016/j.ptsp.2021.01.006Assessing group-based changes in high-performance sport. Part 1: null hypothesis significance testing and the utility of p values
Turner, A., Parmar, N., Jovonoski, A. and Hearne, G. 2021. Assessing group-based changes in high-performance sport. Part 1: null hypothesis significance testing and the utility of p values. Strength and Conditioning Journal. 43 (3), pp. 112-116. https://doi.org/10.1519/SSC.0000000000000625Implementing strength training strategies for injury prevention in soccer: scientific rationale and methodological recommendations
Beato, M., Maroto, S., Turner, A. and Bishop, C. 2021. Implementing strength training strategies for injury prevention in soccer: scientific rationale and methodological recommendations. International Journal of Sports Physiology and Performance. 16 (3), pp. 456-461. https://doi.org/10.1123/ijspp.2020-0862Developing powerful athletes part 2: practical applications
Turner, A., Comfort, P., McMahon, J., Bishop, C., Chavda, S., Read, P., Mundy, P. and Lake, J. 2021. Developing powerful athletes part 2: practical applications. Strength and Conditioning Journal. 43 (1), pp. 23-31. https://doi.org/10.1519/SSC.0000000000000544Unilateral isometric squat: test reliability, interlimb asymmetries, and relationships with limb dominance
Bishop, C., Read, P., Lake, J., Loturco, I., Dawes, J., Madruga, M., Romero-Rodrigues, D., Chavda, S. and Turner, A. 2021. Unilateral isometric squat: test reliability, interlimb asymmetries, and relationships with limb dominance. The Journal of Strength and Conditioning Research. 35, pp. S144-S151. https://doi.org/10.1519/JSC.0000000000003079Cold water immersion offers no functional or perceptual benefit compared to a sham intervention during a resistance training program
Wilson, L., Dimitriou, L., Hills, F., Gondek, M., Van Wyk, A., Turek, V., Rivkin, T., Villiere, A., Jarvis, P., Miller, S., Turner, A. and Cockburn, E. 2021. Cold water immersion offers no functional or perceptual benefit compared to a sham intervention during a resistance training program. The Journal of Strength and Conditioning Research. 35 (10), pp. 2720-2727. https://doi.org/10.1519/jsc.0000000000004097