Influence of Size and Maturity on Injury in Young Elite Soccer Players
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants and Procedures
2.2. Anthropometric Measurements
- Total area (cm2) = C2/4π,
- Muscle area (cm2) = (C − (π × ST))2/4π,
- Fat area (cm2) = Total area − Muscle area,
- Fat Index (%) = (Fat area/Total area) × 100.
2.3. Peak Height Velocity
2.4. Injuries
2.5. Statistical Analysis
3. Results
3.1. Anthropometric, Maturation and Injury Characteristics
3.2. Injury Risk Factors
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Watson, A.; Mjaanes, J.M.; Council on Sports Medicine and Fitness. Soccer Injuries in Children and Adolescents. Pediatrics 2019, 144, e20192759. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- FIFA Big Count 2006: 270 Million People Active in Football. Available online: https://resources.fifa.com/image/upload/big-count-estadisticas-520058.pdf?cloudid=mzid0qmguixkcmruvema (accessed on 12 January 2021).
- Blair, S.N.; Kohl, H.W.; Barlow, C.E.; Paffenbarger, R.S., Jr.; Gibbons, L.W.; Macera, C.A. Changes in physical fitness and all-cause mortality: A prospective study of healthy and unhealthy men. JAMA 1995, 273, 1093–1098. [Google Scholar] [CrossRef]
- Rinaldo, N.; Zaccagni, L.; Gualdi-Russo, E. Soccer training programme improved the body composition of pre-adolescent boys and increased their satisfaction with their body image. Acta Paediatr. 2016, 105, e492–e495. [Google Scholar] [CrossRef] [PubMed]
- Rinaldo, N.; Toselli, S.; Gualdi-Russo, E.; Zedda, N.; Zaccagni, L. Effects of Anthropometric Growth and Basketball Experience on Physical Performance in Pre-Adolescent Male Players. Int. J. Environ. Res. Public Health 2020, 17, 2196. [Google Scholar] [CrossRef] [Green Version]
- Zaccagni, L.; Rinaldo, N.; Gualdi-Russo, E.G. Anthropometric Indicators of Body Image Dissatisfaction and Perception Inconsistency in Young Rhythmic Gymnastics. Asian J. Sports Med. 2019, 10, e87871. [Google Scholar] [CrossRef] [Green Version]
- Schmikli, S.L.; De Vries, W.R.; Inklaar, H.; Backx, F.J. Injury prevention target groups in soccer: Injury characteristics and incidence rates in male junior and senior players. J. Sci. Med. Sport 2011, 14, 199–203. [Google Scholar] [CrossRef]
- Owoeye, O.B.A.; Vanderwey, M.J.; Pike, I. Reducing Injuries in Soccer (Football): An Umbrella Review of Best Evidence Across the Epidemiological Framework for Prevention. Sports Med. Open 2020, 6, 46. [Google Scholar] [CrossRef]
- Emery, C.A. Risk Factors for Injury in Child and Adolescent Sport: A Systematic Review of the Literature. Clin. J. Sport Med. 2003, 13, 256–268. [Google Scholar] [CrossRef]
- Le Gall, F.; Carling, C.; Reilly, T. Injuries in Young Elite Female Soccer Players: An 8-Season Prospective Study. Am. J. Sports Med. 2008, 36, 276–284. [Google Scholar] [CrossRef]
- Rommers, N.; Rössler, R.; Goossens, L.; Vaeyens, R.; Lenoir, M.; Witvrouw, E.; D’Hondt, E. Risk of acute and overuse injuries in youth elite soccer players: Body size and growth matter. J. Sci. Med. Sport 2020, 23, 246–251. [Google Scholar] [CrossRef]
- Smith, N.A.; Chounthirath, T.; Xiang, H. Soccer-Related Injuries Treated in Emergency Departments: 1990–2014. Pediatrics 2016, 138, 20160346. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hall, E.C.; Larruskain, J.; Gil, S.M.; Lekue, J.A.; Baumert, P.; Rienzi, E.; Moreno, S.; Tannure, M.; Murtagh, C.F.; Ade, J.D.; et al. An injury audit in high-level male youth soccer players from English, Spanish, Uruguayan and Brazilian academies. Phys. Ther. Sport 2020, 44, 53–60. [Google Scholar] [CrossRef]
- Rechel, J.A.; Yard, E.E.; Comstock, R.D. An Epidemiologic Comparison of High School Sports Injuries Sustained in Practice and Competition. J. Athl. Train. 2008, 43, 197–204. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zarei, M.; Namazi, P.; Abbasi, H.; Noruzyan, M.; Mahmoodzade, S.; Seifbarghi, T.; Zareei, M. The Effect of Ten-Week FIFA 11+ Injury Prevention Program for Kids on Performance and Fitness of Adolescent Soccer Players. Asian J. Sports Med. 2018, 9, e61013. [Google Scholar] [CrossRef]
- Froholdt, A.; Olsen, O.E.; Bahr, R. Low risk of injuries among children playing organized soccer: A prospective cohort study. Am. J. Sports Med. 2009, 37, 1155–1160. [Google Scholar] [CrossRef]
- Rössler, R.; Junge, A.; Chomiak, J.; Dvorak, J.; Faude, O. Soccer Injuries in Players Aged 7 to 12 Years: A Descriptive Epidemiological Study Over 2 Seasons. Am. J. Sports Med. 2015, 44, 309–317. [Google Scholar] [CrossRef] [PubMed]
- Kerr, Z.Y.; Marshall, S.W.; Simon, J.E.; Hayden, R.; Snook, E.M.; Dodge, T.; Gallo, J.A.; McLeod, T.C.V.; Mensch, J.; Murphy, J.M.; et al. Injury Rates in Age-Only Versus Age-and-Weight Playing Standard Conditions in American Youth Football. Orthop. J. Sports Med. 2015, 3, 325967115603979. [Google Scholar] [CrossRef] [Green Version]
- Tirabassi, J.; Brou, L.; Khodaee, M.; Lefort, R.; Fields, S.K.; Comstock, R.D. Epidemiology of High School Sports-Related Injuries Resulting in Medical Disqualification: 2005–2006 through 2013–2014 Academic Years. Am. J. Sports Med. 2016, 44, 2925–2932. [Google Scholar] [CrossRef]
- Leppänen, M.; Pasanen, K.; Clarsen, B.; Kannus, P.; Bahr, R.; Parkkari, J.; Haapasalo, H.; Vasankari, T. Overuse injuries are prevalent in children’s competitive football: A prospective study using the OSTRC Overuse Injury Questionnaire. Br. J. Sports Med. 2019, 53, 165–171. [Google Scholar] [CrossRef] [PubMed]
- Read, P.J.; Jimenez, P.; Oliver, J.L.; Lloyd, R.S. Injury prevention in male youth soccer: Current practices and perceptions of practitioners working at elite English academies. J. Sports Sci. 2018, 36, 1423–1431. [Google Scholar] [CrossRef] [PubMed]
- Leininger, R.E.; Knox, C.L.; Comstock, R.D. Epidemiology of 1.6 Million Pediatric Soccer-Related Injuries Presenting to US Emergency Departments from 1990 to 2003. Am. J. Sports Med. 2007, 35, 288–293. [Google Scholar] [CrossRef] [PubMed]
- O’Kane, J.W.; Tencer, A.; Neradilek, M.; Polissar, N.; Sabado, L.; Schiff, M.A. Is Knee Separation During a Drop Jump Associated with Lower Extremity Injury in Adolescent Female Soccer Players? Am. J. Sports Med. 2016, 44, 318–323. [Google Scholar] [CrossRef] [PubMed]
- O’Kane, J.W.; Neradilek, M.; Polissar, N.; Sabado, L.; Tencer, A.; Schiff, M.A. Risk Factors for Lower Extremity Overuse Injuries in Female Youth Soccer Players. Orthop. J. Sports Med. 2017, 5, 2325967117733963. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kemper, G.L.J.; Van Der Sluis, A.; Brink, M.S.; Visscher, C.; Frencken, W.G.P.; Elferink-Gemser, M.T. Anthropometric Injury Risk Factors in Elite-standard Youth Soccer. Int. J. Sports Med. 2015, 36, 1112–1117. [Google Scholar] [CrossRef] [PubMed]
- Bult, H.J.; Barendrecht, M.; Tak, I.J.R. Injury Risk and Injury Burden Are Related to Age Group and Peak Height Velocity Among Talented Male Youth Soccer Players. Orthop. J. Sports Med. 2018, 6. [Google Scholar] [CrossRef]
- Vanderlei, F.M.; Vanderlei, L.C.M.; Bastos, F.N.; Netto, J., Jr.; Pastre, C.M. Characteristics and associated factors with sports injuries among children and adolescents. Braz. J. Phys. Ther. 2014, 18, 530–537. [Google Scholar] [CrossRef] [Green Version]
- Van Der Sluis, A.; Elferink-Gemser, M.; Coelho-E-Silva, M.; Nijboer, J.; Brink, M.; Visscher, C. Sport Injuries Aligned to Peak Height Velocity in Talented Pubertal Soccer Players. Int. J. Sports Med. 2013, 35, 351–355. [Google Scholar] [CrossRef]
- Malina, R.M.; Reyes, M.E.P.; Figueiredo, A.J.; Coelho e Silva, M.J.; Horta, L.; Miller, R.; Chamorro, M.; Serratosa, L.; Morate, F. Skeletal Age in Youth Soccer Players: Implication for Age Verification. Clin. J. Sport Med. 2010, 20, 469–474. [Google Scholar] [CrossRef]
- Mirwald, R.L.; Baxter-Jones, A.D.; Bailey, D.A.; Beunen, G.P. An assessment of maturity from anthropometric measurements. Med. Sci. Sports Exerc. 2002, 34, 689–694. [Google Scholar]
- DiFiori, J.P.; Benjamin, H.J.; Brenner, J.S.; Gregory, A.; Jayanthi, N.; Landry, G.L.; Luke, A. Overuse injuries and burnout in youth sports: A position statement from the American Medical Society for Sports Medicine. Br. J. Sports Med. 2014, 48, 287–288. [Google Scholar] [CrossRef] [Green Version]
- Malina, R.M.; Eisenmann, J.C.; Cumming, S.P.; Ribeiro, B.; Aroso, J. Maturity-associated variation in the growth and functional capacities of youth football (soccer) players 13–15 years. Eur. J. Appl. Physiol. 2004, 91, 555–562. [Google Scholar] [CrossRef]
- Swain, M.; Kamper, S.J.; Maher, C.G.; Broderick, C.; McKay, D.; Henschke, N. Relationship between growth, maturation and musculoskeletal conditions in adolescents: A systematic review. Br. J. Sports Med. 2018, 52, 1246–1252. [Google Scholar] [CrossRef]
- Meltzer, S.; Fuller, C. Sports Nutrition, a Practical Guide to Eating for Sport; New Holland Publishers: London, UK, 2005; pp. 125–146. [Google Scholar]
- Arnason, A.; Sigurdsson, S.B.; Gudmundsson, A.; Holme, I.; Engebretsen, L.; Bahr, R. Risk Factors for Injuries in Football. Am. J. Sports Med. 2004, 32, 4–16. [Google Scholar] [CrossRef]
- Jackowski, S.A.; Faulkner, R.A.; Farthing, J.P.; Kontulainen, S.A.; Beck, T.J.; Baxter-Jones, A.D. Peak lean tissue mass accrual precedes changes in bone strength indices at the proximal femur during the pubertal growth spurt. Bone 2009, 44, 1186–1190. [Google Scholar] [CrossRef]
- Oppliger, R.A.; Case, H.S.; Horswill, C.A.; Landry, G.L.; Shelter, A.C. American College of Sports Medicine position stand. Weight loss in wrestlers. Med. Sci. Sports Exerc. 1996, 28, 9–12. [Google Scholar] [CrossRef] [Green Version]
- Facchini, F. Antropologia. Evoluzione Uomo Ambiente, 2nd ed.; UTET Libreria: Torino, Italy, 1995. [Google Scholar]
- Malina, R.M.; Meleski, B.W.; Shoup, R.F. Anthropometric, Body Composition, and Maturity Characteristics of Selected School-Age Athletes. Pediatr. Clin. N. Am. 1982, 29, 1305–1323. [Google Scholar] [CrossRef]
- Weiner, J.S.; Lourie, J.A. Practical Human Biology; Academic Press: Cambridge, MA, USA, 1981. [Google Scholar]
- Lohman, T.G.; Roche, A.F.; Martorell, R. Anthropometric Standardization Reference Manual; Human Kinetics: Champaign, IL, USA, 1988. [Google Scholar]
- Rinaldo, N.; Gualdi-Russo, E. Anthropometric Techniques. Ann. Online dell’Università Ferrara Sez. Didatt. Form. Docente 2015, 10, 275–289. [Google Scholar]
- Cole, T.J.; Bellizzi, M.C.; Flegal, K.M.; Dietz, W.H. Establishing a standard definition for child overweight and obesity worldwide: International survey. BMJ 2000, 320, 1240. [Google Scholar] [CrossRef] [Green Version]
- Cole, T.J.; Flegal, K.M.; Nicholls, D.; Jackson, A.A. Body mass index cut offs to define thinness in children and adolescents: International survey. BMJ 2007, 335, 194. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Frisancho, A.R. Anthropometric Standards: An Interactive Nutritional Reference of Body Size and Body Composition for Children and Adults, 2nd ed.; University of Michigan Press: Ann Arbor, MI, USA, 2008. [Google Scholar]
- Gibson, R. Principles of Nutritional Assessment, 2nd ed.; Oxford University Press: New York, NY, USA, 2005; pp. 285–286. [Google Scholar]
- Sherar, L.B.; Mirwald, R.L.; Baxter-Jones, A.D.; Thomis, M. Prediction of adult height using maturity-based cumulative height velocity curves. J. Pediatr. 2005, 147, 508–514. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Fuller, C.W.; Ekstrand, J.; Junge, A.; Andersen, T.E.; Bahr, R.; Dvorak, J.; Hägglund, M.; McCrory, P.; Meeuwisse, W.H. Consensus statement on injury definitions and data collection procedures in studies of football (soccer) injuries. Br. J. Sports Med. 2006, 40, 193–201. [Google Scholar] [CrossRef]
- Hagglund, M.; Waldén, M.; Bahr, R.; Ekstrand, J. Methods for epidemiological study of injuries to professional football players: Developing the UEFA model. Br. J. Sports Med. 2005, 39, 340–346. [Google Scholar] [CrossRef] [Green Version]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd ed.; Lawrence Erlbaum: Hillsdale, NJ, USA, 1988; p. 567. [Google Scholar]
- Knowles, S.B.; Marshall, S.W.; Bowling, J.M.; Loomis, D.; Millikan, R.; Yang, J.; Weaver, N.L.; Kalsbeek, W.; Mueller, F.O. A Prospective Study of Injury Incidence among North Carolina High School Athletes. Am. J. Epidemiol. 2006, 164, 1209–1221. [Google Scholar] [CrossRef] [PubMed]
- Powell, J.W.; Barber-Foss, K.D. Injury patterns in selected high school sports: A review of the 1995–1997 seasons. J. Athl. Train. 1999, 34, 277–284. [Google Scholar]
- Yde, J.; Nielsen, A.B. Sports injuries in adolescents’ ball games: Soccer, handball and basketball. Br. J. Sports Med. 1990, 24, 51–54. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lloyd, R.S.; Oliver, J.L.; Faigenbaum, A.D.; Myer, G.D.; De Ste Croix, M.B.A. Chronological Age vs. Biological Maturation: Implications for Exercise Programming in Youth. J. Strength Cond. Res. 2014, 28, 1454–1464. [Google Scholar] [CrossRef] [PubMed]
- Malina, R.M.; Bouchard, C.; OBar-Or, O. Growth, Maturation, and Physical Activity; Human Kinetics: Champaign, IL, USA, 2004. [Google Scholar]
- Steidl-Müller, L.; Hildebrandt, C.; Müller, E.; Raschner, C. Relationship of Changes in Physical Fitness and Anthropometric Characteristics over One Season, Biological Maturity Status and Injury Risk in Elite Youth Ski Racers: A Prospective Study. Int. J. Environ. Res. Public Health 2020, 17, 364. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Beunen, G.P.; Rogol, A.D.; Malina, R.M. Indicators of Biological Maturation and Secular Changes in Biological Maturation. Food Nutr. Bull. 2006, 27, S244–S256. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ford, K.R.; Myer, G.D.; Hewett, T.E. Longitudinal effects of maturation on lower extremity joint stiff ness in adolescent athletes. Am. J. Sports Med. 2010, 38, 1829–1837. [Google Scholar] [CrossRef] [Green Version]
- Iuliano-Burns, S.; Mirwald, R.L.; Bailey, D.A. Timing and magnitude of peak height velocity and peak tissue velocity for early, average, and late maturing boys and girls. Am. J. Hum. Biol. 2001, 13, 1–8. [Google Scholar] [CrossRef]
- Davies, P.L.; Rose, J.L. Motor skills of typically developing adolescents: Awkwardness or improvement? Phys. Occup. Ther. Pediatr. 2000, 20, 19–42. [Google Scholar] [CrossRef]
- Bliven, K.C.H.; Anderson, B.E. Core Stability Training for Injury Prevention. Sports Health 2013, 5, 514–522. [Google Scholar] [CrossRef] [Green Version]
- Mala, L.; Maly, T.; Cabell, L.; Hank, M.; Bujnovsky, D.; Zahalka, F. Anthropometric, Body Composition, and Morphological Lower Limb Asymmetries in Elite Soccer Players: A Prospective Cohort Study. Int. J. Environ. Res. Public Health 2020, 17, 1140. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Malina, R.M.; Morano, P.J.; Barron, M.; Miller, S.J.; Cumming, S.P. Growth Status and Estimated Growth Rate of Youth Football Players. Clin. J. Sport Med. 2005, 15, 125–132. [Google Scholar] [CrossRef] [PubMed]
- Philippaerts, R.M.; Vaeyens, R.; Janssens, M.; Van Renterghem, B.; Matthys, D.; Craen, R.; Bourgois, J.; Vrijens, J.; Beunen, G.; Malina, R.M. The relationship between peak height velocity and physical performance in youth soccer players. J. Sports Sci. 2006, 24, 221–230. [Google Scholar] [CrossRef] [PubMed]
Variable | Total Sample (n = 88) | U9–U10–U11 (n = 40) | U12–U13 (n = 48) | |||
---|---|---|---|---|---|---|
Mean | SD | Mean | SD | Mean | SD | |
First Survey | ||||||
Age (years) | 11.45 | 1.37 | 10.15 | 0.83 | 12.54 | 0.50 |
Weight (kg) | 38.47 | 7.48 | 34.07 | 4.95 | 42.05 | 7.31 |
Stature (cm) | 146.67 | 9.80 | 139.38 | 6.05 | 152.58 | 8.15 |
Sitting height (cm) | 75.72 | 4.17 | 73.06 | 2.85 | 77.88 | 3.83 |
Lower-limb length (cm) | 70.95 | 6.52 | 66.32 | 4.69 | 74.71 | 5.28 |
BMI (kg/m2) | 17.75 | 1.95 | 17.50 | 2.02 | 17.95 | 1.88 |
Skelic index | 93.67 | 6.51 | 90.84 | 6.57 | 95.97 | 5.53 |
YPHV (years) | −2.33 | 0.98 | −3.21 | 0.53 | −1.63 | 0.61 |
Second Survey | ||||||
Weight (kg) | 41.33 | 8.83 | 35.64 | 4.79 | 46.08 | 8.64 |
Stature (cm) | 150.61 | 10.79 | 142.45 | 6.21 | 157.42 | 8.92 |
Sitting height (cm) | 77.02 | 4.86 | 73.79 | 2.97 | 79.72 | 4.48 |
Lower-limb length (cm) | 73.59 | 6.86 | 68.66 | 4.68 | 77.70 | 5.57 |
BMI (kg/m2) | 18.03 | 1.90 | 17.52 | 1.69 | 18.45 | 1.98 |
Skelic index | 95.54 | 6.56 | 93.13 | 6.64 | 97.54 | 5.99 |
YPHV (years) | −2.18 | 1.09 | −3.13 | 0.54 | −1.38 | 0.72 |
Weight gain rate (kg/year) | 4.40 | 3.90 | 2.43 | 1.43 | 6.00 | 4.50 |
Stature gain rate (cm/year) | 6.11 | 3.49 | 4.75 | 3.04 | 7.21 | 3.46 |
BMI gain rate (kg/m2/year) | 0.43 | 1.38 | 0.03 | 1.09 | 0.75 | 1.52 |
Lower-limb length gain rate (cm/year) | 4.08 | 3.32 | 3.61 | 3.44 | 4.46 | 3.20 |
Thigh circumference (cm) | 39.96 | 3.93 | 37.77 | 3.11 | 41.78 | 3.62 |
Thigh skinfold (mm) | 14.32 | 4.35 | 14.35 | 4.52 | 14.29 | 4.25 |
Calf circumference (cm) | 30.99 | 2.51 | 29.58 | 1.81 | 32.17 | 2.41 |
Calf skinfold (mm) | 8.30 | 3.11 | 8.15 | 3.25 | 8.42 | 3.02 |
Total thigh area (cm2) | 128.30 | 25.74 | 114.29 | 19.41 | 139.98 | 24.65 |
Thigh muscle area (cm2) | 101.03 | 19.59 | 88.50 | 12.30 | 111.47 | 18.44 |
Thigh fat area (cm2) | 27.28 | 9.93 | 25.79 | 9.73 | 28.51 | 10.02 |
Thigh fat index (%) | 21.00 | 5.07 | 22.09 | 5.24 | 20.10 | 4.78 |
Total calf area (cm2) | 76.95 | 12.66 | 69.90 | 8.66 | 82.83 | 12.53 |
Calf muscle area (cm2) | 64.57 | 10.39 | 58.31 | 6.38 | 69.78 | 10.24 |
Calf fat area (cm2) | 12.38 | 5.08 | 11.59 | 5.06 | 13.04 | 5.05 |
Calf fat index (%) | 15.90 | 5.22 | 16.30 | 5.51 | 15.57 | 5.00 |
All Injuries | Total Sample n = 88 | U9–U10–U11 n = 40 | U12–U13 n = 48 |
---|---|---|---|
N (%) | 57 (100) | 22 (100) | 35 (100) |
Injured players | 51 (58.0) | 20 (50.0) | 31 (64.6) |
Incidence (n/player season) | 0.65 | 0.55 | 0.73 |
Injury risk per injured athlete | 1.12 | 1.10 | 1.13 |
Injury severity | |||
slight | 9 (15.8) | 4 (18.2) | 5 (14.3) |
minimal | 10 (17.5) | 4 (18.2) | 6 (17.1) |
mild | 10 (17.5) | 3 (13.6) | 7 (20.0) |
moderate | 16 (28.1) | 6 (27.3) | 10 (28.6) |
severe | 12 (21.1) | 5 (22.7) | 7 (20.0) |
Overuse injuries | |||
N (%) | 34 (59.6) | 13 (59.1) | 21 (60.0) |
Injured players | 29 (56.9) | 12 (60.0) | 17 (54.8) |
Incidence (n/player season) | 0.39 | 0.33 | 0.44 |
Injury risk per injured athlete | 1.18 | 1.08 | 1.23 |
Acute injuries | |||
N (%) | 23 (40.4) | 9 (40.9) | 14 (40.0) |
Injured players | 22 (43.1) | 8 (40) | 14 (45.2) |
Incidence (n/player season) | 0.26 | 0.23 | 0.29 |
Injury risk per injured athlete | 1.05 | 1.13 | 1.00 |
Variable | Injured n = 51 | Uninjured n = 37 | pa | Effect Size | ||
---|---|---|---|---|---|---|
Mean | SD | Mean | SD | |||
Weight (kg) | 42.89 | 9.20 | 39.18 | 7.92 | 0.0513 | 0.43 |
Stature (cm) | 151.65 | 10.29 | 149.19 | 11.44 | 0.2943 | 0.23 |
Sitting height (cm) | 77.67 | 4.81 | 76.13 | 4.86 | 0.1427 | 0.32 |
Lower-limb length (cm) | 73.97 | 6.54 | 73.06 | 7.33 | 0.5399 | 0.13 |
BMI (kg/m2) | 18.48 | 2.16 | 17.41 | 1.26 | 0.0086 | 0.61 |
Skelic index | 95.28 | 6.59 | 95.89 | 6.58 | 0.6634 | 0.09 |
YPHV (years) | −1.98 | 1.04 | −2.44 | 1.11 | 0.0478 | 0.43 |
Rate of weight gain (kg/year) | 5.34 | 4.45 | 3.08 | 2.43 | 0.0070 | 0.63 |
Rate stature gain (cm/year) | 6.76 | 3.71 | 5.18 | 2.95 | 0.0368 | 0.47 |
Rate of BMI gain (kg/m2/year) | 0.62 | 1.58 | 0.15 | 1.00 | 0.1179 | 0.36 |
Rate of gain in lower limb length (cm/year) | 4.38 | 3.64 | 3.66 | 2.78 | 0.3184 | 0.22 |
Thigh circumference (cm) | 40.60 | 4.26 | 39.08 | 3.28 | 0.0723 | 0.40 |
Thigh skinfold (mm) | 14.94 | 4.66 | 13.46 | 3.77 | 0.1315 | 0.35 |
Calf circumference (cm) | 31.32 | 2.57 | 30.55 | 2.39 | 0.1579 | 0.31 |
Calf skinfold (mm) | 8.64 | 3.29 | 7.81 | 2.83 | 0.1810 | 0.27 |
Total thigh area (cm2) | 132.61 | 28.33 | 122.37 | 20.58 | 0.0650 | 0.41 |
Thigh muscle area (cm2) | 103.65 | 21.01 | 97.41 | 17.08 | 0.1413 | 0.33 |
Thigh fat area (cm2) | 28.96 | 11.08 | 24.95 | 7.64 | 0.0612 | 0.42 |
Thigh fat index (%) | 21.50 | 5.11 | 20.32 | 4.99 | 0.2862 | 0.23 |
Total calf area (cm2) | 78.57 | 13.12 | 74.72 | 11.81 | 0.1602 | 0.31 |
Calf muscle area (cm2) | 65.51 | 10.29 | 63.27 | 10.53 | 0.3198 | 0.22 |
Calf fat area (cm2) | 13.06 | 5.52 | 11.45 | 4.30 | 0.1442 | 0.33 |
Calf fat index (%) | 16.34 | 5.24 | 15.29 | 5.20 | 0.3521 | 0.20 |
YPHV category | N | % | N | % | pb | Effect size |
0 | 10 | 77 | 3 | 23 | 0.0625 | 0.41 |
1 | 16 | 64 | 9 | 36 | ||
2 | 15 | 52 | 14 | 48 | ||
3 | 10 | 48 | 11 | 52 |
Risk Factors | OR (95% CI) | Wald | p |
---|---|---|---|
YPHV (years) | 2.633 (1.170–5.928) | 5.471 | 0.019 |
BMI (kg/m2) | 1.923 (1.225–3.018) | 8.079 | 0.005 |
Calf muscular area (cm2) | 0.874 (0.786–0.972) | 6.139 | 0.013 |
Hosmer-Lemeshow | 9.593 | 0.295 | |
Nagelkerke R2 | 0.216 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Rinaldo, N.; Gualdi-Russo, E.; Zaccagni, L. Influence of Size and Maturity on Injury in Young Elite Soccer Players. Int. J. Environ. Res. Public Health 2021, 18, 3120. https://doi.org/10.3390/ijerph18063120
Rinaldo N, Gualdi-Russo E, Zaccagni L. Influence of Size and Maturity on Injury in Young Elite Soccer Players. International Journal of Environmental Research and Public Health. 2021; 18(6):3120. https://doi.org/10.3390/ijerph18063120
Chicago/Turabian StyleRinaldo, Natascia, Emanuela Gualdi-Russo, and Luciana Zaccagni. 2021. "Influence of Size and Maturity on Injury in Young Elite Soccer Players" International Journal of Environmental Research and Public Health 18, no. 6: 3120. https://doi.org/10.3390/ijerph18063120
APA StyleRinaldo, N., Gualdi-Russo, E., & Zaccagni, L. (2021). Influence of Size and Maturity on Injury in Young Elite Soccer Players. International Journal of Environmental Research and Public Health, 18(6), 3120. https://doi.org/10.3390/ijerph18063120