The effect of contextual variables on match running performance in a category 3, U18 English Academy soccer team

Authors

  • David Barron Non-affiliated researcher, United Kingdom
  • Chris Yiannaki University of Central Lancashire, United Kingdom
  • John Fry University Centre Myerscough, United Kingdom
  • Jake Atherton Preston North End FC, Academy, United Kingdom

DOI:

https://doi.org/10.14198/jhse.2024.191.01

Keywords:

Performance analysis of sport, High speed running, Sprinting, Global Positioning System (GPS), Contextual

Abstract

This study aimed to examine the effect of contextual variables on match running performance (MRP) in a category three English Academy U18 soccer team during a competitive season. Total distance (TD), high speed running (HSR) and sprinting (SPT) performance was analysed during the 2020-2021 season. A total of 25 league games were analysed using Catapult Vector GPS (10Hz) and 14 outfield players included for analysis. Players were classified into full back (n = 4), central defender (n = 2), wide midfielder (n = 2), central midfielder (n = 2) and forward (n = 2). Dependent variables were TD, HSR and SPT and independent variables were: match location, match outcome, opposition strength and fixture congestion. Non-significant differences were found for TD and HSR which was higher during all home games compared to all away games, and specifically during home wins compared to away wins. There were no significant differences in MRP against stronger or weaker strength opponents or during period of fixture congestion. Positional comparison showed wide midfielders to complete more SPT than central midfielders during home wins (p < .05). All other positional differences were non-significant. Practitioners should examine the influence of contextual variables on a club and positional basis to inform individualised training schedules in support of the player development pathway.

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References

Aquino, R., Carling, C., Viera, L., Martins, G., Jabor, G., Machado, J., Santiago, P., Garganta, J. & Puggina, E. (2018). Influence of situational variables, team formation and playing position on match running performance and social network analysis in Brazilian professional soccer. J Strength Cond Res, 34(30), 808-817. https://doi.org/10.1519/jsc.0000000000002725

Almeida, C. & Leite, W. (2021). Professional football in times of COVID-19: did the home advantage effect disappear in European domestic leagues? Biol Sport, 38(4), 693-701. https://doi.org/10.5114/biolsport.2021.104920

Augusto, D., Brito, J., Aquino, R., Figueiredo, P., Eiras, F., Tannure, M., Veiga, B. & Vasconcellos, F. (2021). Contextual variables affect running performance in professional soccer players: a brief report. Front Sports Act Living, 13(3), 1-8. https://doi.org/10..3389/fspor.2021.778813

Algoy, E., Grendstad, H., Riiser, A., Nybakken, T., Saterbakken, A., Andersen, V. & Gundersen, H. (2021). Motion analysis of match play in U14 male soccer players and the influence of position, competitive level and contextual variables. Int J Environ Res Public Health, 18(14), 7287. https://doi.org/10.3390/ijerph18147287

Andrzejewski, M., Konefal, M., Chmura, P., Kowalczuk, E. & Chumra, J. (2016). Match outcome and distances covered at various speeds in match play by elite German soccer players. Int J Perform AnalSport,16(3),817-828. https://doi.org/10.1080/24748668.2016.11868930

Buchheit, M., Horobeanu, C., Mendez-Villanueva, A., Simpson, B. & Bourdon, P. (2011). Effects of age and spa treatment over two consecutive games in highly trained young soccer players. J Sports Sci, 29(6), 591-598. https://doi.org/10.1080/02640414.2010.546424

Bush, M., Barnes, C., Archer, D., Hogg, B. & Bradley, P. (2015). Evolution of match performance parameters for various playing positions in the English Premier League. Hum Mov Sci, 39(1), 1-11. https://doi.org/10.1055/s-0034-1375695

Barrera, J., Sarmento, H., Clemente, F., Field, A. & Figueiredo, A. (2021). The effect of contextual variables on match performance across different playing positions in professional Portuguese soccer players. Int J Environ Res Public Health, 18(10): 5175. https://doi.org/10.3390/ijerph18105175

Beato, M., Drust, D. & Iacano, A. (2021). Implementing high-speed running and sprinting training in professional soccer. Int J Sports Med, 42(4), 295-299. https://doi.org/10.1055/a-1302-7968

Bradley, P., Lago-Penas, C., Rey, E. & Sampaio, J. (2014). The influence of situational variables on ball possession in the English Premier League soccer matches. J Sports Sci, 32(20), 1867-1873. https://doi.org/10.1080/02640414.2014.887850

Bradley, P. & Noakes, T. (2013). Match running performance fluctuations in elite soccer: indicative of fatigue, pacing or situational influences? J Sports Sci, 31(15), 1627-1638. https://doi.org/10.1080/02640414.2013.796062

Carling, C., Bloomfield, J., Nelson, L. & Reilly, T. (2008). The role of motion analysis in elite soccer: contemporary performance measurement techniques and work rate data. Sports Med, 38(10), 839-862. https://doi.org/10.2165/00007256-200838100-00004

Carling, C. (2013). Interpreting physical performance in professional soccer match-play: should we be more pragmatic in our approach? Sports Med, 43(8), 655-663. https://doi.org/10.1007/s40279-013-0055-8

Carling, C., Gregson, W., McCall, A., Moreira, A., Wong, D. & Bradley, P. (2015a). Match running performance during fixture congestion in elite soccer: research issues and future directions. Sports Med, 45(5), 605-613. https://doi.org/10.1007/s40279-015-0313-z

Carling, C., McCall, A., Le Gall, F. & Dupont, G. (2015b). What is the extent of exposure to periods of match congestion in professional soccer players? J Sports Sci, 33(20), 2116-2124. https://doi.org/10.1080/02640414.2015.1091492

Carling, C., Bradley, P., McCall, A., Dupont, G. (2016). Match to match variability in high-speed running activity in a professional soccer team. J Sports Sci, 34(24), 2215-2223. https://doi.org/10.1080/02640414.2016.1176228

Castellano, J., Blanco-Villasenor, A. & Alvarez, D. (2011). Contextual variables and time motion analysis in soccer. Int J Sports Med, 32(6), 415-421. https://doi.org/10.1055/s-0031-1271771

Castellano, J., Martin Garcia, A. & Casamichana, D. (2020). Most running demands passages of match play in youth soccer congestion period. Biol Sport, 37(4), 367-373. https://doi.org/10.5114/biolsport.2020.96853

Castagna, C., Impellizzeri, F., Rampinini, E., Barbero, J. (2009). Effects of intermittent endurance fitness on match performance in young soccer players. J Strength Cond Res, 23(7), 1954-1959. https://doi.org/10.1519/jsc.0b013e3181b7f743

Crang, Z., Duthie, G., Cole, M., Weakley, J., Hewitt, A. & Johnston, R. (2021). The validity and reliability of wearable microtechnology for intermittent sports: a systematic review. Sports Med, 51(3), 549-565. https://doi.org/10.1007/s40279-020-01399-1

Dalen, T., Ingebrigtsen, J., Gertjan, E., Havard, H. & Wisloff, U. (2016). Player load, acceleration and deceleration during forty-five competitive matches of elite soccer. J Strength Cond Res, 30(2), 351-359. https://doi.org/10.1519/jsc.0000000000001063

Dellal, A., Lago-Penas, C., Rey, E., Chamari, K. & Orhant, E. (2015). The effects of a congested fixture period on physical performance, technical activity and injury rate during matches in a professional soccer team. Br J Sports Med, 49(6), 390-394. https://doi.org/10.1136/bjsports-2012-091290

Di Salvo, V., Pigozzi, F., Gonzalez-Haro, C., Laughlin, M. & De Witt, J. (2013). Match performance comparison in top English soccer leagues. Int J Sports Med, 34(6),526-532. https://doi.org/10.1055/s-2006-924294

Doncaster, G., White, P., Svenson, R. & Page, R. (2021). The influence of fixture congestion on physical performance response to U23 soccer match play. Res Sports Med, 7, 1-5. https://doi.org/10.1080/15438627.2021.2001649

Fernandez-Navarro, J., Ruiz-Ruiz, C., Zubillaga, A. & Fradua, L. (2020). Tactical variables related to gaining the ball in advanced zones of the soccer pitch: analysis of differences among elite teams and the effect of contextual variables. Front Psychol, 10, 3040. https://doi.org/10.3389/fpsyg.2019.03040

Fortin-Guichard, D., Huberts, I., Sanders, J., van Elk, R., Mann, D. & Savelsbergh, G. (2022). Predictors of selection into an elite youth level football academy: a longitudinal study. J Sports Sci, 40(9), 984-999. https://doi.org/10.1080/02640414.2022.2044128

Garcia-Rubio, J., Gomez, M., Lago-Penas, C. & Ibanez, S. (2015). Effect of match venue, scoring first and quality of opposition on match outcome at the UEFA Champions League. Int J Perform Anal Sport, 15(2), 527-539. https://doi.org/10.1080/24748668.2015.11868811

Gregson, W., Drust, B., Atkinson, G. & Di Salvo, V. (2010). Match to match variability of high-speed activities in premier league soccer. Int J Sports Med, 31(4), 237-242. https://doi.org/10.1055/s-0030-1247546

Gollan, S., Bellenger, C. & Norton, K. (2020). Contextual factors impact styles of play in the English Premier League. J Sports Sci Med, 19(1),78-83.

Goto, H. & Saward, C. (2019). The running and technical performance of U13 to U18 elite Japanese soccer players during match play. J Strength Cond Res, 34(6),1564-1573. https://doi.org/10.1519/jsc.0000000000003300

Hattersley, C., Wells, C., Blagrove, R., Trangmar, S. & Patterson, S. (2018). Impact of fixture congestion on indices of performance & recovery in youth soccer players. SPSR, 17, 1-4.

Hopkins, W., Marshall, S. & Batterham, A. (2009). Progressive statistics for studies in sports medicine and exercise science. Med Sci Sport Exerc, 41(1), 3-12. https://doi.org/10.1249/mss.0b013e31818cb278

Jennings, D., Cormack, S., Coutts, A., Boyd, L. & Aughey, R. (2010). Variability of GPS units for measuring distance in team sport movements. Int J Sports Physiol Perform, 5(4), 565-589. https://doi.org/10.1123/ijspp.5.4.565

Jiminez Sanchez, A. & Lavin, J. (2021). Home advantage in European soccer without crowd. Soccer & Society, 22(1), 152-165. https://doi.org/10.1080/14660970.2020.1830067

Johnson, R., Watsford, M., Kelly, S., Pine, M. & Spurrs, R. (2014). Validity and interunit reliability of 10Hz and 15Hz GPS for assessing athlete movement demands. J Strength Cond Res, 28(6), 1649-1655. https://doi.org/10.1519/jsc.0000000000000323

Julian, R., Page, R. & Harper, L. (2021). The effect of fixture congestion on performance during professional male soccer match play: a systematic critical review with meta-analysis. Sports Med, 51(2),255-273. https://doi.org/10.1007/s40279-020-01359-9

Lago, C., Casais, L., Dominguez, E. & Sampaio, J. (2010). The effects of situational variables on distance covered in professional soccer. Eur. J Sports Sci, 10(2), 103-109. https://doi.org/10.1080/17461390903273994

Lago, C. (2009). The influence of match location, quality of opposition and match status on possession strategies in professional association football. J Sports Sci, 27(13), 1463-1469. https://doi.org/10.1080/02640410903131681

Lago, C. & Martin, R. (2007). Determinants of possession of the ball in soccer. J Sports Sci, 25(9), 969-974. https://doi.org/10.1080/02640410600944626

Meylan, C., Cronin, J., Oliver, J. & Hughes, M. (2010). Talent identification in soccer; the role of maturity status on physical, physiological and technical characteristics. Int J Sports Sci Coach, 5(4), 571-592. https://doi.org/10.1260/1747-9541.5.4.571

Modric, T., Malone, J., Versic, S., Andrezejewski, M., Chmura, P., Konefal, P. & Sekulic, D. (2022). The influence of physical performance on technical and tactical outcomes in the UEFA Champions League. BMC Sports Science, Medicine & Rehabilitation, 14, 179. https://doi.org/10.1186/s13102-022-00573-4

Modric, T., Versic, S., Stojanovic, M., Chmura, P., Andrzejewski, M., Konefal, M. & Sekulic, D. (2023). Factors affecting match running performance in elite soccer: analysis of UEFA Champions League matches. Biol Sport, 40(2), 409-416. https://doi.org/10.5114/biolsport.2023.116453

Mohr, M., Krustrup, P. & Bangsbo, J. (2003). Match performance of high standard soccer players with special reference to development of fatigue. J Sports Sci, 21(7), 519-528. https://doi.org/10.1080/0264041031000071182

Nedelec, M., McCall, A., Carling, C., Le Gall, F., Berthoin, S. & Dupont, G. (2012). The influence of soccer playing actions on the recovery kinetics after a soccer match. J Strength Cond Res, 28(6), 1517-1523. https://doi.org/10.1519/jsc.0000000000000293

Osgnach, C., Poser, S., Bernandini, R., Rinaldo, R. & di Prampero, P. (2010). Energy cost and metabolic power in elite soccer; a new match analysis approach. Med Sci Sports Exerc, 42(1), 170-178. https://doi.org/10.1249/mss.0b013e3181ae5cfd

Paraskevas, G., Smilios, I. & Hadjicharambous, M. (2020). Effect of opposition quality and match location on the positional demands of the 4-2-3-1 formation in elite soccer. J Exerc Sci Fit, 18(1), 40-45. https://doi.org/10.1016/j.jesf.2019.11.001

Ponce-Bordon, J., Diaz-Garcia, J., Lopez-Gajardo, M., Lobo-Trivino, D., Lopez del Campo, R., Resta, R. & Garcia-Calvo, T. (2021). The influence of time winning and time losing on position specific match physical demands in the top one Spanish soccer league. Sensors, 21(20). https://doi.org/10.3390/s21206843

Rampinini, E., Impellizzeri, F., Castagna, C., Coutts, A. & Wislof, U. (2009). Technical performance during soccer matches of the Italian Serie A league: effect of fatigue and fixture congestion. J Sci Med Sport, 12(1), 227-233. https://doi.org/10.1016/j.jsams.2007.10.002

Rampinini, E., Coutts, A., Castagna, C., Sassi, R. & Impellizzeri, F. (2007). Variation in top level soccer match performance. Int J Sports Med, 28(12), 1018-1024. https://doi.org/10.1055/s-2007-965158

Rampinini, E., Alberti, G., Fiorenza, M., Riggio, M., Sassi, R., Borges, T. & Coutts, A. (2015). Accuracy of GPS devices for measuring high intensity running in field-based team sports. Int J Sports Med, 36(1), 49-53. https://doi.org/10.1055/s-0034-1385866

Reynolds, J., Connor, M., Jamil, M. & Beato, M. (2021). Quantifying and comparing the match demands of U18, U23 and 1st team English professional soccer players. Front Physiol, 12, 706451. https://doi.org/10.3389/fphys.2021.706451

Rhodes, D., Valassakis, S., Bortnik, L., Eaves. R., Harper, D. & Alexander, J. (2021). The effect of high intensity accelerations and decelerations on match outcome of an elite English Two football team. Int J Environ Res & Public Health, 18(18), 9913. https://doi.org/10.3390/ijerph18189913

Smalley, B., Bishop, C. & Maloney, S. (2022). "Small steps or giant leaps?". Comparing game demands of U23, U18, U16 English Academy soccer and their associations with speed and endurance. Int J Sports Sci & Coaching, 17(1), 134-142. https://doi.org/10.1177/17479541211018771

The Premier League. (2011). The Elite Player Performance Pathway. Retrieved from: https://www.premierleague.com/youth/EPPP

Varley, M., Gregson, W., McMillan. K., Bonanno, D., Stafford, K., Modonutti, M. & Di Salvo, V. (2017). Physical and technical performance of elite youth soccer players during international tournaments: influence of playing position and team success and opponent quality. Sci Med Football, 1(1), 18-29. https://doi.org/10.1080/02640414.2016.1230676

Viera, L., Carling, C., Barbieri, F., Aquino, R. & Santiago, P. (2019). Match running performance in young soccer players: a systematic review. Sports Med, 49(2), 289-318. https://doi.org/10.1007/s40279-018-01048-8

Waldron, M. & Murphy, A. (2013). A comparison of physical abilities and match performance characteristics among elite and sub-elite under 14 soccer players. Paedriatr Exerc Sci, 25(3), 423-434. https://doi.org/10.1123/pes.25.3.423

Windt, J., Hamilton, K., Cox, D., Zumbo, B. & Sporer, B. (2022). Capturing the "experts' eye": a perspective on developing a better understanding and implementation of subjective performance evaluations in team sports. Journal of Elite Sport Performance, 1(2), 1-8. https://doi.org/10.51224/SRXIV.6

The effect of contextual variables on match running performance in a category 3, U18 English Academy soccer team

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Published

2023-09-18

How to Cite

Barron, D., Yiannaki, C., Fry, J., & Atherton, J. (2023). The effect of contextual variables on match running performance in a category 3, U18 English Academy soccer team. Journal of Human Sport and Exercise, 19(1), 1–14. https://doi.org/10.14198/jhse.2024.191.01

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Performance Analysis of Sport