Path Analysis Model to Assess the Effects of Anthropometry and Power on the Vertical Jump Performance of Youth Volleyball Athletes
DOI:
https://doi.org/10.53863/mor.v5i1.1537Keywords:
lower leg length, BMI, power, vertical jump, volleyball, teen athletesAbstract
Background. length of lower leg, body mass index (BMI), and power affects the vertical jump performance of volleyball. The direct and indirect relationships of such variables have not been thoroughly explored. Purpose. Evaluate how power functions as a mediator and how lower leg length and BMI impact vertical jump performance. Method. This study has a quantitative design and uses methods path analysis. The purposive sampling method was used to select 24 volleyball athletes, each with an average age of 18.46 years. Anthropometric, BMI, power, and vertical jump performance data were directly collected and tested using a path analysis model using SPSS and AMOS software version 26. Results. Lower leg length has a negative direct impact on jump performance (-0.308; p< 0.05), but has a positive impact on power (0.481; p< 0.05). BMI has a negative direct impact on vertical jump performance (-1,032; p <0.05), but has a positive impact on power (0.713; p< 0.05). Power mediation is responsible for 94.5% of vertical jump performance variance, indicating that this element is crucial in the relationship between leg length and BMI with vertical jump. conclusion. Although lower leg length and BMI have a negative effect on vertical jump performance, power is an important mediator in the relationship between lower leg length and BMI to vertical jump. Exercises that focus on developing effective power to improve jump performance
References
AL-Fadhali, N. (2024). An AMOS-SEM approach to evaluating stakeholders’ influence on construction project delivery performance. Engineering, Construction and Architectural Management, 31(2), 638–661. https://doi.org/10.1108/ECAM-09-2021-0780
Altavilla, G., Esposito, G., Ceruso, R., Di Domenico, F., & D’Isanto, T. (2022). Profile and Differences in Anthropometric Data and Jumping Ability Performance Between Elite and Amateur U16 Volleyball Players. Physical Education Theory and Methodology, 22(2), 237–241. https://doi.org/10.17309/tmfv.2022.2.13
Badby, A. J., Mundy, P. D., Comfort, P., Lake, J. P., & McMahon, J. J. (2023). The Validity of Hawkin Dynamics Wireless Dual Force Plates for Measuring Countermovement Jump and Drop Jump Variables. In Sensors (Vol. 23, Issue 10). https://doi.org/10.3390/s23104820
Bilon, X. J. (2023). Normality and significance testing in simple linear regression model for large sample sizes: a simulation study. Communications in Statistics - Simulation and Computation, 52(6), 2781–2797. https://doi.org/10.1080/03610918.2021.1916824
Catalbas, A. O., & Atis, E. S. (2025). The correlation between lower extremity anthropometrics and jumping performance in football players. Sport Sciences for Health. https://doi.org/10.1007/s11332-025-01344-7
Emamian Shirazi, S. A., Hashemi Oskouei, A., & Hejazi Dinan, P. (2022). Correlation of Vertical Jump Height with Ground Reaction Force and Anthropometric Parameters of Male Athletes. Thrita, 11(2), 1–7. https://doi.org/10.5812/thrita-131432
Fatahi, A., Molla, R. Y., & Mansouri, M. (2021). A Correlation Study between Body Mass Index and Force-Time Curve Variables in Jumping and Landing of Junior Volleyball Players. Journal of Exercise and …, 1(04), 19–33. https://doi.org/https://doi.org/10.22089/jehs.2022.11906.1040
Fuchs, P. X., Mitteregger, J., Hoelbling, D., Menzel, H.-J. K., Bell, J. W., von Duvillard, S. P., & Wagner, H. (2021). Relationship between General Jump Types and Spike Jump Performance in Elite Female and Male Volleyball Players. In Applied Sciences (Vol. 11, Issue 3). https://doi.org/10.3390/app11031105
Gao, R., Koh, D., & Wang, L. (2025). Relationship between body involvement and post-trip behavioral intention in sports tourism: an embodied cognition perspective. International Journal of Sports Marketing and Sponsorship, 26(1), 56–75. https://doi.org/10.1108/IJSMS-03-2024-0060
Grigoletto, A., Mauro, M., & Toselli, S. (2023). Differences in Body Composition and Maturity Status in Young Male Volleyball Players of Different Levels. Journal of Functional Morphology and Kinesiology, 8(4), 1–12. https://doi.org/10.3390/jfmk8040162
Gunnell, K. E., Veronica J., B., Jennifer R., T., & and Weeks, L. C. (2022). Systematic review methods. International Review of Sport and Exercise Psychology, 15(1), 5–29. https://doi.org/10.1080/1750984X.2021.1966823
Hermassi, S., Konukman, F., Al-Marri, S. S., Hayes, L. D., Bartels, T., & Schwesig, R. (2024). Associations between biological maturation, physical performance, postural control, and mathematical achievement in youth soccer players. PLOS ONE, 19(3), e0298301. https://doi.org/10.1371/journal.pone.0298301
Hernandez-martinez, J., Perez-carcamo, J., Coñapi-union, B., Canales-canales, S., Negron-molina, M., Avila-valencia, S., Cid-calfucura, I., Herrera-valenzuela, T., Cisterna, D., Henrique, B., Branco, M., & Vald, P. (2024). applied sciences Relationship between Body Composition and Physical Performance by Sex in Professional Basketball Players. Appl. Sci., 1–14.
Jiang, W. D., Chen, C., & Xu, Y. (2024). Muscle structure predictors of vertical jump performance in elite male volleyball players: a cross-sectional study based on ultrasonography. Frontiers in Physiology, 15(July), 1–11. https://doi.org/10.3389/fphys.2024.1427748
Karadağ, A. D., Boyraz, E., Çoban, R., Özdabakoğlu, M. V., & Bacak, N. (2024). Examining the relationship between body composition and jumping parameters in female volleyball players. Journal of Human Sciences, 21(1), 62–72. https://doi.org/10.14687/jhs.v21i1.6463
Ke, Y., Bao, M., Qu, X., Yan, Y., Li, L., Wang, Y., Wu, Y., Li, X., & Liu, Y. (2025). The effect of diverse sports skills interventions on physical fitness and brain development among Chinese high school students: a cluster randomized controlled trial study protocol. Trials, 26(1), 102. https://doi.org/10.1186/s13063-025-08788-9
Kurniawan, F., Ningrum, N. R., & Putra, M. E. (2024). Height, Push-Off Angle, Explosive Power: Do they Correlate with Volleyball Athlete Jumping Performance? International Journal of Multidisciplinary Research and Analysis, 07(02), 806–812. https://doi.org/10.47191/ijmra/v7-i02-50
Legg, L., Rush, M., Rush, J., McCoy, S., Garner, J. C., & Donahue, P. T. (2021). Association Between Body Composition and Vertical Jump Performance in Female Collegiate Volleyball Athletes. International Journal of Kinesiology and Sports Science, 9(4), 43–48. https://doi.org/10.7575/aiac.ijkss.v.9n.4p.43
Liu, H., & Fu, S. (2024). Optimizing sports performance in China: Investigating the influence of training, recovery, motivation, and environmental support within a moderation-mediation framework. Heliyon, 10(18). https://doi.org/10.1016/j.heliyon.2024.e37942
Miguel-Ortega, Á., Calleja-González, J., & Mielgo-Ayuso, J. (2024). Longitudinal comparison of the relationship of energy intake with body composition and physical performance in elite female basketball and volleyball players. Sport Sciences for Health. https://doi.org/10.1007/s11332-024-01261-1
Muhammad, Kusnanik, N. W., & Pramono, B. A. (2023). Effect of 8 Weeks of Combined Plyometric Training on Increasing Lower and Upper Body Muscle Power in Student Volleyball Athletes. Physical Education Theory and Methodology, 23(3), 333–338. https://doi.org/10.17309/tmfv.2023.3.03
Nasrulloh, A., Deviana, P., Yuniana, R., & Pratama, K. W. (2021). The Effect Of Squat Training And Leg Length In Increasing The Leg Power Of Volleyball Extracurricular Participants. Physical Education Theory and Methodology, 21(3), 244–252. https://doi.org/10.17309/TMFV.2021.3.08
Novak, A. R., Impellizzeri, F. M., Garvey, C., & Fransen, J. (2021). Implementation of path analysis and piecewise structural equation modelling to improve the interpretation of key performance indicators in team sports: An example in professional rugby union. Journal of Sports Sciences, 39, 2509–2516. https://api.semanticscholar.org/CorpusID:235491762
Nyimbili, F., & Nyimbili, L. (2024). Types of Purposive Sampling Techniques with Their Examples and Application in Qualitative Research Studies. British Journal of Multidisciplinary and Advanced Studies, 5(1 SE-English Language, Teaching, Literature, Linguistics and Communication), 90–99. https://doi.org/10.37745/bjmas.2022.0419
Ortiz-Padilla, V. E., Ramírez-Moreno, M. A., Presbítero-Espinosa, G., Ramírez-Mendoza, R. A., & Lozoya-Santos, J. de J. (2022). Survey on Video-Based Biomechanics and Biometry Tools for Fracture and Injury Assessment in Sports. In Applied Sciences (Vol. 12, Issue 8). https://doi.org/10.3390/app12083981
Pavlovic, R., Savic, V., Radulovic, N., & Skrypchenko, I. (2022). Detection of female volleyball player body composition using biolectric impedance analysis: cross-sectional study. Health, Sport, Rehabilitation, 8(1), 28–38. https://doi.org/https://doi.org/10.34142/HSR.2022.08.01.02
Pocek, S., Milosevic, Z., Lakicevic, N., Pantelic-Babic, K., Imbronjev, M., Thomas, E., Bianco, A., & Drid, P. (2021). Anthropometric Characteristics and Vertical Jump Abilities by Player Position and Performance Level of Junior Female Volleyball Players. In International Journal of Environmental Research and Public Health (Vol. 18, Issue 16). https://doi.org/10.3390/ijerph18168377
Putra, M. E., Fauzi, Kurniawan, F., Ningrum, N. R., & Susanto, N. (2024). The relationship between explosive power, elbow angle, and jump height with smash accuracy in volleyball games: Correlational studies. Health, Sport, Rehabilitation, 10(1), 65–75. https://doi.org/10.58962/HSR.2024.10.1.65-75
Rodriguez-Lopez, C., Alcazar, J., Losa-Reyna, J., Martin-Espinosa, N. M., Baltasar-Fernandez, I., Ara, I., Csapo, R., & Alegre, L. M. (2021). Effects of Power-Oriented Resistance Training With Heavy vs. Light Loads on Muscle-Tendon Function in Older Adults: A Study Protocol for a Randomized Controlled Trial. Frontiers in Physiology, 12. https://www.frontiersin.org/journals/physiology/articles/10.3389/fphys.2021.635094
Saç, A. (2021). Knee extensor/flexor muscle torque and jump performance in male volleyball players: Effect of experience and torque-angle-velocity relationships. Journal of Men’s Health, 17(4), 218–225. https://doi.org/10.31083/jomh.2021.065
Setiyawan, A. A., Kristiyanto, A., & Purnama, S. K. (2021). Factors determining the ability of jump volleyball providing. Health, Sport, Rehabilitation, 7(1), 54–65. https://doi.org/10.34142/HSR.2021.07.01.05
Stojanović, D., Savić, Z., Vidaković, H. M., Stojanović, T., Momčilović, Z., & Stojanović, T. (2020). Relationship Between Body Composition and Vertical Jump Performance Among Adolescents. Acta Medica Medianae, 59(1), 64–70. https://doi.org/10.5633/amm.2020.0109
Wang, J., Qin, Z., Zhang, Q., & Wang, J. (2025). Lower limb dynamic balance, strength, explosive power, agility, and injuries in volleyball players. Journal of Orthopaedic Surgery and Research, 20(1), 211. https://doi.org/10.1186/s13018-025-05566-w
Wang, T., Yang, L., Xu, Q., Dou, J., & Clemente, F. (2024). Effects of recreational team sports on the metabolic health, body composition and physical fitness parameters of overweight and obese populations: A systematic review. Biology of Sport, 41(3), 243–266. https://doi.org/10.5114/biolsport.2024.134762
Wdowski, M. M., Rosicka, K., & Hill, M. (2023). Influence of lower-limb muscular and tendon mechanical properties and strength on countermovement jump performance. The Journal of Sports Medicine and Physical Fitness, 63(1), 16–22. https://doi.org/10.23736/S0022-4707.22.13567-X
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