Relative contribution of physical fitness determinants to skill performance in trampoline gymnastics: a multivariate analysis
DOI:
https://doi.org/10.47197/retos.v79.118804Keywords:
Explosive power, flexibility, physical fitness, predictive modeling, trampoline gymnasticsAbstract
Introduction: Standardized physical fitness test batteries were widely used in trampoline gymnastics for evaluation and selection. However, the independent contribution of these determinants to judge-rated skill performance in youth athletes remained unclear. Therefore, this study examined the relative contribution of selected physical fitness variables using a multivariate approach.
Objective: To examine the relative contribution of selected physical fitness variables to judge-rated skill performance in youth trampoline gymnasts using a multivariate approach.
Methodology: A cross-sectional descriptive design was used. The study included 54 athletes aged 9–11 years assessed using a standardized physical fitness test battery. Skill performance was evaluated by judges and expressed as mean scores. Pearson correlation and stepwise multiple regression analyses were applied.
Results: Skill performance was associated with standing long jump (r = 0.826), standing vertical jump (r = 0.887), 20-meter sprint (r = -0.674), rapid trunk flexion (r = 0.678), kick to hold handstand (r = 0.634), rearward leg lifts (r = 0.844), rapid straight arm raises (r = 0.702), upper body lift (r = 0.301), forward trunk bend (r = -0.512), and backward arm–trunk angle (r = 0.795). The model explained 88.24% of variance, with standing vertical jump, backward arm–trunk angle, upper body lift, and sprint as key predictors.
Conclusions: Within an EGF-aligned battery, Standing long jump, Arm-Trunk angle backwards, Upper body lift, Sprint 20 meters extension provide the clearest practical indicators of judged trampoline skill performance in youth athletes. These measures can support streamlined monitoring and targeted strength–power and mobility development.
References
Atkinson, G., & Nevill, A. M. (1998). Statistical methods for assessing measurement error (reliability) in variables relevant to sports medicine. Sports Medicine, 26(4), 217–238. https://doi.org/10.2165/00007256-199826040-00002
Bergeron, M. F., Mountjoy, M., Armstrong, N., Chia, M., Côté, J., Emery, C. A., Faigenbaum, A. D., Hall, G., Kriemler, S., Léglise, M., Malina, R. M., Pensgaard, A. M., Sanchez, A., Soligard, T., Sundgot-Borgen, J., van Mechelen, W., Weissensteiner, J. R., & Engebretsen, L. (2015). International Olympic Committee consensus statement on youth athletic development. British Journal of Sports Medi-cine, 49(13), 843–851. https://doi.org/10.1136/bjsports-2015-094962
Bland, J. M., & Altman, D. G. (1986). Statistical methods for assessing agreement between two methods of clinical measurement. The Lancet, 327(8476), 307–310. https://doi.org/10.1016/S0140-6736(86)90837-8
Castro-Piñero, J., Ortega, F. B., Artero, E. G., Girela-Rejón, M. J., Mora, J., Sjöström, M., & Ruiz, J. R. (2010). Assessing muscular strength in youth: Usefulness of standing long jump as a general index of muscular fitness. Journal of Strength and Conditioning Research, 24(7), 1810–1817.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum.
Dyas, N., Green, D., Thomas, K., & Howatson, G. (2021). Reliability and characterisation of the 20-maximum trampoline jump test. Isokinetics and Exercise Science, 29(2). https://doi.org/10.3233/IES-203179
Dyas, N., Green, D., Thomas, K., Matthew, E., & Howatson, G. (2023). The physical determinants of max-imal jumping time of flight in elite trampolining. European Journal of Sport Science, 23(12), 2283–2290. https://doi.org/10.1080/17461391.2023.2227128
Dyas, N., Green, D., Thomas, K., Young, B., & Howatson, G. (2025). Flying high: Isometric strength train-ing increases time of flight in junior elite trampoline gymnasts. European Journal of Sport Sci-ence. https://doi.org/10.1002/ejsc.12332
Egyptian Gymnastics Federation. (2024). Trampoline physical test battery (season 2024–2025) [Fed-eration technical document, Arabic].
Efastri, S. M., Eriyanti, R. W., Karmiyati, D., & Marwa, M. (2026). Effects of culturally embedded story-based movement training on physical preparedness in early childhood. Retos, 78,679-692. https://doi.org/10.47197/retos.v78.118825
Faigenbaum, A. D., Kraemer, W. J., Blimkie, C. J. R., Jeffreys, I., Micheli, L. J., Nitka, M., & Rowland, T. W. (2009). Youth resistance training: Updated position statement paper from the National Strength and Conditioning Association. Journal of Strength and Conditioning Research, 23(Suppl 5), S60–S79.
Ferger, K., & Hackbarth, M. (2017). New way of determining horizontal displacement in competitive trampolining. Science of Gymnastics Journal, 9(3), 303–310. https://doi.org/10.52165/sgj.9.3.303-310
Ferger, K., Hackbarth, M. D., Mylo, M. D., Müller, C., & Zentgraf, K. (2019). Measuring temporal and spa-tial accuracy in trampolining. Sports Engineering, 22, 18. https://doi.org/10.1007/s12283-019-0310-9
Ferger, K., Helm, F., & Zentgraf, K. (2020). Estimating horizontal displacement deduction in trampoline gymnastics by means of constant and variable errors of landing positions: A new gold standard? Science of Gymnastics Journal, 12(2), 203–216.
Field, A. (2018). Discovering statistics using IBM SPSS statistics (5th ed.). SAGE.
Fédération Internationale de Gymnastique. (2022). Code of Points: Trampoline Gymnastics (2022–2024). https://www.gymnastics.sport/site/rules
Glatthorn, J. F., Gouge, S., Nussbaumer, S., Stauffacher, S., Impellizzeri, F. M., & Maffiuletti, N. A. (2011). Validity and reliability of Optojump photoelectric cells for estimating vertical jump height. Journal of Strength and Conditioning Research, 25(2), 556–560. https://doi.org/10.1519/JSC.0b013e3181ccb3c4
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cen-gage.
Heinen, T., & Krepela, F. (2016). Evaluating routines in trampoline gymnastics. Science of Gymnastics Journal, 8(3), 229–238.
Koca Kosova, M., & Kosova, S. (2021). A comparison of time of flight and horizontal displacement scores in trampoline gymnastics routines. Science of Gymnastics Journal, 13(2), 221–229.
Markovic, G. (2007). Does plyometric training improve vertical jump height? A meta-analytical review. British Journal of Sports Medicine, 41(6), 349–355. https://doi.org/10.1136/bjsm.2007.035113
Mayorga-Vega, D., Merino-Marban, R., & Viciana, J. (2014). Criterion-related validity of sit-and-reach tests for estimating hamstring and lumbar extensibility: A meta-analysis. Journal of Sports Sci-ence and Medicine, 13(1), 1–14.
Mkaouer, B., Hammoudi-Nassib, S., Amara, S., & Chaabène, H. (2018). Evaluating the physical and basic gymnastics skills assessment for talent identification in men’s artistic gymnastics proposed by the International Gymnastics Federation. Biology of Sport, 35(4), 383–392. https://doi.org/10.5114/biolsport.2018.78059
Redondo Reynoso, E. R., Sanchez Puche, E. M., & Coronel Verdecia, A. (2026). Relación entre el perfil antropométrico y la condición física en estudiantes universitarios del programa de Educación Física de la Universidad de La Guajira-Colombia. Retos, 78, 23-30. https://doi.org/10.47197/retos.v78.117909
Rihatno, T., Nuraini, S., Samsudin, S., Sujarwo, S., Sobandi, O. U., Ginanjar, S., Resmana, D., & Ramadhan, K. (2026). The effect of progressive plyometric training on sprint performance and flexibility in college baseball athletes. Retos, 78, 75-82 https://doi.org/10.47197/retos.v78.118453
Ricart-Luna, B., Domínguez-Navarro, F., Gene-Morales, J., Colado, J. C., Juesas, Á., Portes, R., & Chulvi-Medrano, I. (2025). Effects of a 4-week weightlifting or plyometric training mesocycle on phys-ical performance in highly trained adolescent basketball players. Journal of Sports Scienc-es, 43(7), 637–648. https://doi.org/10.1080/02640414.2025.2469023
Sands, W. A., McNeal, J. R., Penitente, G., Murray, S. R., Nassar, L., Jemni, M., Mizuguchi, S., & Stone, M. H. (2016). Stretching the spines of gymnasts: A review. Sports Medicine, 46(3), 315–327. https://doi.org/10.1007/s40279-015-0424-6
Sands, W. A., Varmette, M. K., Bogdanis, G. C., Donti, O., Murphy, B. V., & Taylor, T. J. (2019). Comparison of bounce characteristics on three types of trampolines. Science of Gymnastics Journal, 11(2).
Suchomel, T. J., Nimphius, S., & Stone, M. H. (2016). The importance of muscular strength in athletic performance. Sports Medicine, 46(10), 1419–1449. https://doi.org/10.1007/s40279-016-0486-0
Tabachnick, B. G., & Fidell, L. S. (2019). Using multivariate statistics (7th ed.). Pearson.
Uçan, İ. (2018). The effect of body composition and physical fitness factors on performance prediction of elite male trampolines. Journal of Education and Training Studies, 6(4a). https://doi.org/10.11114/jets.v6i4a.3258
Varghese, A., Barti, R., Parmer, P., Kumar Singh, S., Sharma, V., &Sharma, R. (2026). Comparative effects of aquatic high-intensity interval training and kettlebell training on competitive swimmers. Re-tos, 78, 617-632 https://doi.org/10.47197/retos.v78.118806
Woltmann, L., Hartmann, C., Lehner, W., Rausch, P., & Ferger, K. (2023). Sensor-based jump detection and classification with machine learning in trampoline gymnastics. German Journal of Exercise and Sport Research, 53(2), 187–195. https://doi.org/10.1007/s12662-022-00866-3
Wang, Z., Chen, N., Cao, S., Gao, L., Geok, S. K., & Liu, J. (2025). The effects of balance training on physical fitness and skill-related performance in basketball players : a systematic review.BMC Sports Science, Medicine and Rehabilitation,17(1),1-14. https://doi.org/10.1186/s13102-025-01164-9
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