Impact of biological maturation on physical tests performance in Portuguese elite male academy soccer players
Faculty of Physical Education and Sport, Lusofona University, 1749-024 Lisbon, Portugal
CIDEFES, Research Center in Sports, Physical Education, Exercise and Health, Universidade Lusofona, 1749-024 Lisbon, Portugal
Medical and Performance Department, Sporting Clube de Portugal, Lisbon, Portugal
Department of Communication and Education, Universidad Loyola Andalucia, Seville, Spain
CIFI2D, Centre of Research, Education, Innovation and Intervention in Sport, University of Porto, Porto, Portugal
COD, Center of Sports Optimization, Sporting Clube de Portugal, 1600-464 Lisbon, Portugal
Performance and Analytics Department, Parma Calcio 1913, 43121 Parma, Italy
Department of Movement, Human and Health Sciences, University of Rome Foro Italico, Piazza L. de Bosis 6, 00135 Rome, Italy
Global Performance Insights Ltd, London, United Kingdom
School of Health and Sports Sciences, University of Suffolk, Ipswich IP4 1QJ, United Kingdom
School of Science, Technology and Health, York St John University, York, United Kingdom
LFE Research Group, Department of Health and Human Performance, Faculty of Physical Activity and Sport Science (INEF), Universidad Politécnica de Madrid, C/Martín Fierro 7, 28040, Madrid, Spain
Biol Sport. 2026;43:1533–1546
- le Gall F, Carling C, Williams M, Reilly T. Anthropometric and fitness characteristics of international, professional and amateur male graduate soccer players from an elite youth academy. J Sci Med Sport. 2010; 13(1):90–95. doi: 10.1016/j. jsams.2008.07.004.
- Hammami MA, Ben Abderrahmane A, Nebigh A, et al. Effects of a soccer season on anthropometric characteristics and physical fitness in elite young soccer players. J Sports Sci. 2013; 31(6):589–596. doi: 10.1080 02640414.2012.746721.
- Malina RM, Rogol AD, Cumming SP, Coelho-e-Silva MJ, Figueiredo AJ. Biological maturation of youth athletes: assessment and implications. Br J Sports Med. 2015; 49(13):852–859. doi: 10.1136 /bjsports-2015-094623.
- Buchheit M, Mendez-Villanueva A. Effects of age, maturity and body dimensions on match running performance in highly trained under-15 soccer players. J Sports Sci. 2014; 32(13):1271–1278. doi: 10.1080/02640414.2014.884721.
- Monasterio X, Gil SM, Bidaurrazaga-Letona I, et al. Estimating maturity status in elite youth soccer players: evaluation of methods. Med Sci Sports Exerc. Published online February 12, 2024. doi: 10.1249/ MSS.0000000000003405.
- Malina RM, Bouchard C, Bar-Or O. Growth, Maturation, and Physical Activity. Human Kinetics; 2004.
- Johnson A, Farooq A, Whiteley R. Skeletal maturation status is more strongly associated with academy selection than birth quarter. Sci Med Football. 2017; 1(2):157–163. doi: 10.1080/24733938 .2017.1283434.
- Valente-dos-Santos J, Coelho-e-Silva MJ, Simões F, et al. Modeling developmental changes in functional capacities and soccer-specific skills in male players aged 11–17 years. Pediatr Exerc Sci. 2012; 24(4):603–621. doi: 10.1123 /pes.24.4.603.
- Malina RM, Figueiredo AJ, Coelho-e-Silva MJ. Body size of male youth soccer players: 1978–2015. Sports Med. 2017; 47(10):1983–1992. doi: 10.1007/s40279-017-0743-x.
- Lloyd RS, Oliver JL, Faigenbaum AD, Myer GD, De Ste Croix MBA. Chronological age vs. biological maturation. J Strength Cond Res. 2014; 28(5):1454–1464. doi: 10.1519 /JSC.0000000000000391.
- Malina RM, Cumming SP, Rogol AD, et al. Bio-banding in youth sports: background, concept, and application. Sports Med. 2019; 49(11):1671–1685. doi: 10.1007/s40279-019-01166-x.
- Farley JB, Stein J, Keogh JWL, Woods CT, Milne N. The relationship between physical fitness qualities and sport-specific technical skills in female, team-based ball players: a systematic review. Sports Med Open. 2020; 6(1):18. doi: 10.1186 /s40798-020-00245-y.
- Dudley C, Johnston R, Jones B, Till K, Westbrook H, Weakley J. Methods of monitoring internal and external loads and their relationships with physical qualities, injury, or illness in adolescent athletes. Sports Med. 2023; 53(8):1559–1593. doi: 10.1007 /s40279-023-01844-x.
- Ortega FB, Ruiz JR, Castillo MJ. Physical activity, physical fitness, and overweight in children and adolescents: evidence from epidemiologic studies. Endocrinol Nutr. 2013; 60(8):458–469. doi: 10.1016/j.endoen.2013.10.007.
- Sarmento H, Anguera MT, Pereira A, Araújo D. Talent identification and development in male football: a systematic review. Sports Med. 2018; 48(4):907–931. doi: 10.1007 /s40279-017-0851-7.
- Parr J, Winwood K, Hodson-Tole E, et al. Predicting timing of peak height velocity in elite male youth soccer players. Ann Hum Biol. 2020; 47(4):400–408. doi: 10 .1080/03014460.2020.1782989.
- Towlson C, Salter J, Ade JD, et al. Maturity-associated considerations for training load and injury risk in youth soccer. J Sport Health Sci. 2021; 10(4):403–412. doi: 10.1016 /j.jshs.2020.09.003.
- Kozieł SM, Malina RM. Modified maturity offset prediction equations: validation in independent samples. Sports Med. 2018; 48(1):221–236. doi: 10.1007 /s40279-017-0750-y.
- Roche AF. Growth, Maturation, and Body Composition. Cambridge University Press; 1992.
- Cumming SP, Brown DJ, Mitchell S, et al. Bio-banded competition in youth soccer. J Sports Sci. 2018; 36(7):757–765. doi: 10.1080/02640414.2017.1340656.
- Khamis HJ, Roche AF. Predicting adult stature without skeletal age. Pediatrics. 1994; 94(4 Pt 1):504–507.
- Baumgartner TA, Jackson AS. Measurement for Evaluation in Physical Education and Exercise Science. 8th ed. McGraw-Hill; 2007.
- McCunn R, Devlin P. The 1.2 km shuttle run test reliability in rugby players. J Aust Strength Cond. 2019; 27(4):14–20.
- Selmi O, Jelleli H, Bouali S, et al. Verbal encouragement and performance in youth soccer players. Front Psychol. 2023; 14:1180985. doi: 10.3389/fpsyg .2023.1180985.
- Marfell-Jones MJ, Stewart AD, de Ridder JH. International Standards for Anthropometric Assessment. ISAK; 2012.
- Sweeney L, Cumming S, MacNamara Á, Horan D. Selection advantages and biological maturation in youth soccer. Biol Sport. 2023; 40(3):715–722. doi: 10.5114/biolsport.2023.119983.
- Epstein LH, Valoski AM, Kalarchian MA, McCurley J. Weight loss maintenance in children vs adults. Obes Res. 1995; 3(5):411–417. doi: 10.1002/j.1550 -8528.1995.tb00170.x.
- Cumming SP, Lloyd RS, Oliver JL, Eisenmann JC, Malina RM. Bio-banding in sport applications. Strength Cond J. 2017; 39(2):34–47. doi: 10.1519/ SSC.0000000000000281.
- Markovic G, Dizdar D, Jukic I, Cardinale M. Reliability of CMJ tests. J Strength Cond Res. 2004; 18(3):551–555.
- De Blas X, Padullés JM, Del Amo JLL, Guerra-Balic M. Validation of Chronojump system. Int J Sport Sci. 2007; 3(30):334–356.
- Lloyd RS, Oliver JL, Hughes MG, Williams CA. Reliability and validity of field-based measures of leg stiffness and reactive strength index in youths. J Sports Sci. 2009; 27(14):1565–1573. doi: 10.1080/02640410903311572.
- Comfort P, Dos’Santos T, Beckham GK, Stone MH, Guppy SN, Haff GG. Standardization and methodological considerations for the isometric mid-thigh pull. Strength Cond J. 2019; 41(2):57–79. doi: 10.1519/SSC. 0000000000000433.
- Webb P, Lander J. An economical fitness testing battery for high school and college rugby teams. Sports Coach. 1983; 7:44–46.
- Gabbett TJ, Kelly JN, Sheppard JM. Speed, change of direction speed, and reactive agility of rugby league players. J Strength Cond Res. 2008; 22(1):174–181. doi: 10.1519/JSC. 0b013e31815ef700.
- Paul DJ, Gabbett TJ, Nassis GP. Agility in team sports: testing, training and factors affecting performance. Sports Med. 2016; 46(3):421–442. doi: 10.1007 /s40279-015-0428-2.
- Lloyd RS, Radnor JM, De Ste Croix MBA, Cronin JB, Oliver JL. Changes in sprint and jump performance after resistance training in youth. J Strength Cond Res. 2016; 30(5):1239–1247. doi: 10.1519/JSC.000000000000 1216.
- Buchheit M, Mendez-Villanueva A. Reliability and stability of anthropometric and performance measures in young soccer players. J Sports Sci. 2013; 31(12):1332–1343. doi: 10.1080/02640414.2013.781662.
- Kelly VG, Jackson E, Wood A. Typical scores from the 1.2 km shuttle run test. J Aust Strength Cond. 2014; 22(5):183–185.
- Baker D, Heaney N. Normative data for maximal aerobic speed for field sport athletes. J Aust Strength Cond. 2015; 23(7):60–67.
- Asimakidis ND, Beato M, Bishop C, Turner AN. Reliability and seasonal sensitivity of a fitness-testing battery in elite youth soccer. Int J Sports Physiol Perform. 2025; 20(8):1091–1102. doi: 10.1123/ijspp.2025-0055.
- Philippaerts RM, Vaeyens R, Janssens M, et al. Relationship between peak height velocity and physical performance in youth soccer players. J Sports Sci. 2006; 24(3):221–230. doi: 10.1080/02640410500189371.
- Ford P, De Ste Croix M, Lloyd R, et al. Long-term athlete development model: physiological evidence and application. J Sports Sci. 2011; 29(4):389–402. doi: 10.1080/02640414.2010.536849.
- Perroni F, Vetrano M, Rainoldi A, Guidetti L, Baldari C. Relationship between explosive power and maturation in youth soccer players. Sport Sci Health. 2014; 10(2):67–73. doi: 10.1007 /s11332-014-0175-z.
- Hermassi S, Konukman F, Al-Marri SS, Hayes LD, Bartels T, Schwesig R. Biological maturation and performance in youth soccer players. PLoS One. 2024; 19(3):e0298301. doi: 10.1371/journal .pone.0298301.
- Amatori S, Pintus A, Corsi L, et al. Chronological age and maturation effects on CMJ performance. Heliyon. 2024; 10(17):e36879. doi: 10.1016 /j.heliyon.2024.e36879.
- Moore SA, McKay HA, Macdonald H, et al. Enhancing somatic maturity prediction models. Med Sci Sports Exerc. 2015; 47(8):1755–1764. doi: 10.1249/MSS.000000000000 0588.
- Brownlee TE, Murtagh CF, Naughton RJ, et al. Isometric force differences in youth soccer players. Sci Med Football. 2018; 2(3):209–215. doi: 10.1080 /24733938.2018.1432886.
- Morris RO, Jones B, Myers T, et al. Isometric mid-thigh pull characteristics in elite youth soccer players. J Strength Cond Res. 2020; 34(10):2947-2955. doi: 10.1519/JSC.000000000000 2673.
- Negra Y, Sammoud S, Nevill AM, Chaabene H. Change of direction speed and biological maturity in youth soccer players. Pediatr Exerc Sci. 2022; 34:1–7. doi: 10.1123/pes.2021-0178.
- Negra Y, Chaabene H, Hammami M, et al. Agility in young athletes: relationship with speed and power. J Strength Cond Res. 2017; 31(3):727–735. doi: 10.1519 /JSC.0000000000001543.
- Vänttinen T, Blomqvist M, Nyman K, Häkkinen K. Changes in fitness and maturation in youth soccer players. J Strength Cond Res. 2011; 25(12):3342–3351. doi: 10.1519 /JSC.0b013e318236d0c2.
- Lloyd RS, Read P, Oliver JL, Meyers RW, Nimphius S, Jeffreys I. Development of agility during childhood and adolescence. Strength Cond J. 2013; 35(3):2–11. doi: 10.1519/SSC.0b013e31827ab08c.
- Mathisen G, Pettersen SA. Anthropometric factors related to sprint and agility performance. Open Access J Sports Med. 2015; 6:337–342. doi: 10.2147/OAJSM.S91689.
- Yang S, Chen H. Physical characteristics of youth football players based on biological maturity. PeerJ. 2022; 10:e13282. doi: 10.7717/peerj.13282.
- Lehnert M, Holík R, Prycl D, Sigmund M, Sigmundová D, Malý T. Talent identification and maturation effects in youth soccer. Appl Sci. 2024; 14(13):5571. doi: 10.3390 /app14135571.
- Meyers RW, Oliver JL, Hughes MG, Cronin JB, Lloyd RS. Maximal sprint speed in boys of increasing maturity. Pediatr Exerc Sci. 2015; 27(1):85–94. doi: 10.1123/pes.2013-0096.
- Meyers RW, Oliver JL, Hughes MG, Lloyd RS, Cronin JB. Influence of age and maturity on sprint performance determinants. J Strength Cond Res. 2017; 31(4):1009–1016. doi: 10.1519/JSC.000000000000 1310.
- Radnor JM, Oliver JL, Waugh CM, Myer GD, Lloyd RS. Muscle architecture and maturation influence sprint and jump ability. J Strength Cond Res. 2022; 36(10):2741–2751. doi: 10.1519 /JSC.0000000000003941.
- Armstrong N, Fawkner S. Exercise metabolism. In: Paediatric Exercise Science and Medicine. Oxford University Press; 2008:213–226. doi: 10.1093 /med/9780199232482.003.0016.
- Harrison CB, Gill ND, Kinugasa T, Kilding AE. Development of aerobic fitness in young team sport athletes. Sports Med. 2015; 45(7):969–983. doi: 10.1007/s40279-015-0330-y.
- Deprez D, Buchheit M, Fransen J, et al. Longitudinal study on anthropometry and endurance in youth soccer players. J Sports Sci Med. 2015; 14(2):418–426.
- Sweeney L, Lundberg TR, Sweeney C, Hickey J, MacNamara Á. Biological maturity biases in female youth soccer players. Biol Sport. 2025; 42(2):249–256. doi: 10.5114 /biolsport.2025.144411.
- Monasterio X, Cumming SP, Larruskain J, et al. Growth and maturity effects on injury risk in elite football academy. Biol Sport. 2024; 41(1):235–244. doi: 10.5114/biolsport.2024.129472.
