Effects of circuit and interval training on Vo₂max in adolescent basketball athletes: The moderating role of body mass index
DOI:
https://doi.org/10.58524/jcss.v5i2.1158Keywords:
VO₂max, Interval training, Circuit training, BMI, Aerobic fitnessAbstract
Background: Aerobic capacity (VO₂max) is a critical determinant of basketball performance due to the sport’s intermittent high-intensity demands. Although circuit training and interval training are widely used to improve aerobic fitness, limited evidence exists regarding the role of Body Mass Index (BMI) in moderating training outcomes among adolescent basketball athletes.
Aims: This study aimed to examine the effects of training method (circuit vs. interval) and BMI category on VO₂max in adolescent basketball athletes, as well as the interaction between these variables.
Methods: A 2×2 factorial experimental design was employed involving 40 basketball athletes aged 15–18 years. Participants were allocated to four groups based on training method (interval or circuit) and BMI category (low or high). VO₂max was assessed using the Beep Test, while BMI was calculated from height and weight measurements. Data were analyzed using two-way ANOVA at a significance level of 0.05.
Result: No significant difference was found between interval and circuit training in VO₂max outcomes (p = 0.362), indicating that both methods produced comparable aerobic adaptations. A significant difference was observed between BMI categories (p = 0.036), with athletes in the low-BMI group demonstrating higher VO₂max values than those in the high-BMI group. No significant interaction between training method and BMI category was found (p = 0.685).
Conclusion: Both interval and circuit training effectively improved VO₂max in adolescent basketball athletes. Nevertheless, BMI significantly affected the magnitude of improvement, suggesting that maintaining an optimal BMI may support better aerobic adaptation in youth basketball training programs.
References
Ahmeti, G. B., Idrizovic, K., Elezi, A., Zenic, N., & Ostojic, L. (2020). Endurance training vs. circuit resistance training: Effects on lipid profile and anthropometric/body composition status in healthy young adult women. International Journal of Environmental Research and Public Health, 17(4), 1–15. https://doi.org/10.3390/ijerph17041222
Akbar, A., Syafitri, F. U., Purnomo, E., & Cahyani, F. I. (2025). Optimizing football player development in Indonesia and Malaysia: Sports psychology’s take on the affective domain. Retos, 65, 66–76. https://doi.org/10.47197/retos.v65.111943
Al-Khelaifi, F., Yousri, N. A., Diboun, I., Semenova, E. A., Kostryukova, E. S., Kulemin, N. A., Borisov, O. V., Andryushchenko, L. B., Larin, A. K., Generozov, E. V., Miyamoto-Mikami, E., Murakami, H., Zempo, H., Miyachi, M., Takaragawa, M., Kumagai, H., Naito, H., Fuku, N., Abraham, D., … Elrayess, M. A. (2020). Genome-wide association study reveals a novel association between mybpc3 gene polymorphism, endurance athlete status, aerobic capacity and steroid metabolism. Frontiers in Genetics, 11(June), 1–11. https://doi.org/10.3389/fgene.2020.00595
Arslan, E., Kilit, B., Clemente, F. M., Murawska-Ciałowicz, E., Soylu, Y., Sogut, M., Akca, F., Gokkaya, M., & Silva, A. F. (2022). Effects of small-sided games training versus high-intensity interval training approaches in young basketball players. International Journal of Environmental Research and Public Health 2022, Vol. 19, Page 2931, 19(5), 2931. https://doi.org/10.3390/ijerph19052931
Atakan, M. M., Li, Y., Koşar, Ş. N., Turnagöl, H. H., & Yan, X. (2021). Evidence-based effects of high-intensity interval training on exercise capacity and health: A review with historical perspective. International Journal of Environmental Research and Public Health, 18(13), 1–27. https://doi.org/10.3390/ijerph18137201
Atradinal, Bakhtiar, S., Irawan, R., Mario, D. T., & Zulbahri. (2025). Effectiveness of holistic training model on football technical skills: Passing, dribbling, and shooting. International Journal of Human Movement and Sports Sciences, 13(3), 615–625. https://doi.org/10.13189/saj.2025.130316
Azzolino, D., Arosio, B., Marzetti, E., Calvani, R., & Cesari, M. (2020). Nutritional status as a mediator of fatigue and its underlying mechanisms in older people. Nutrients, 12(2), 1–15. https://doi.org/10.3390/nu12020444
Ballesta-García, I., Martínez-González-Moro, I., Ramos-Campo, D. J., & Carrasco-Poyatos, M. (2020). High-intensity interval circuit training versus moderate-intensity continuous training on cardiorespiratory fitness in middle-aged and older women: A randomized controlled trial. International Journal of Environmental Research and Public Health, 17(5), 1–13. https://doi.org/10.3390/ijerph17051805
Baranauskas, M., Jablonskienė, V., Abaravičius, J. A., Samsonienė, L., & Stukas, R. (2020). Dietary acid-base balance in high-performance athletes. International Journal of Environmental Research and Public Health 2020, Vol. 17, Page 5332, 17(15), 5332. https://doi.org/10.3390/ijerph17155332
Birat, A., Bourdier, P., Piponnier, E., Blazevich, A. J., Maciejewski, H., Duché, P., & Ratel, S. (2018). Metabolic and fatigue profiles are comparable between prepubertal children and well-trained adult endurance athletes. Frontiers in Physiology, 9(APR), 367707. https://doi.org/10.3389/fphys.2018.00387
Bogataj, Š., Trajković, N., Cadenas-Sanchez, C., & Sember, V. (2021). Effects of school-based exercise and nutrition intervention on body composition and physical fitness in overweight adolescent girls. Nutrients, 13(1), 1–12. https://doi.org/10.3390/nu13010238
Bossmann, T., Woll, A., & Wagner, I. (2022). Effects of different types of high-intensity interval training (HIIT) on endurance and strength parameters in children and adolescents. International Journal of Environmental Research and Public Health, 19(11), 1–16. https://doi.org/10.3390/ijerph19116855
Bouchard, C., & Rankinen, T. (2001). Individual differences in response to regular physical activity. Medicine and Science in Sports and Exercise, 33(6), S446-S451. https://doi.org/10.1097/00005768-200106001-00013
Bratic, M., Dosic, A., Zivkovic, D., Zivkovic, M., Bjelakovic, L., Stojanovic, N., Dordevic, M., Prvulovic, N., & Pantelic, S. (2022). The effects of the aerobic endurance running program on the morphological characteristics of adolescent girls with different nutritional status. international journal of morphology, 40(5), 1335–1343. https://doi.org/10.4067/S0717-95022022000501335
Cao, S., Li, Z., Wang, Z., Geok, S. K., & Liu, J. (2025). The effects of high-intensity interval training on basketball players: A systematic review and meta-analysis. Journal of Sports Science and Medicine, 24(1), 31–51. https://doi.org/10.52082/jssm.2025.31
Cao, S., Liu, J., Wang, Z., & Geok, S. K. (2024). The effects of functional training on physical fitness and skill-related performance among basketball players: A systematic review. Frontiers in Physiology, 15(May), 1–14. https://doi.org/10.3389/fphys.2024.1391394
Coates, A. M., Joyner, M. J., Little, J. P., Jones, A. M., & Gibala, M. J. (2023). A perspective on high-intensity interval training for performance and health. Sports Medicine, 53(s1), 85–96. https://doi.org/10.1007/s40279-023-01938-6
Daimiel, L., Martínez-González, M. A., Corella, D., Salas-Salvadó, J., Schröder, H., Vioque, J., Romaguera, D., Martínez, J. A., Wärnberg, J., Lopez-Miranda, J., Estruch, R., Cano-Ibáñez, N., Alonso-Gómez, A., Tur, J. A., Tinahones, F. J., Serra-Majem, L., Micó-Pérez, R. M., Lapetra, J., Galdón, A., … Ordovás, J. M. (2020). Physical fitness and physical activity association with cognitive function and quality of life: baseline cross-sectional analysis of the PREDIMED-Plus trial. Scientific Reports, 10(1), 1–12. https://doi.org/10.1038/s41598-020-59458-6
Deliceoğlu, G., Kabak, B., Çakır, V. O., Ceylan, H. İ., Raul-Ioan, M., Alexe, D. I., & Stefanica, V. (2024). Respiratory muscle strength as a predictor of vo2max and aerobic endurance in competitive athletes. Applied Sciences (Switzerland), 14(19). https://doi.org/10.3390/app14198976
Domaradzki, J., Cichy, I., Rokita, A., & Popowczak, M. (2020). Effects of tabata training during physical education classes on body composition, aerobic capacity, and anaerobic performance of under-, normal-and overweight adolescents. International Journal of Environmental Research and Public Health, 17(3), 1–11. https://doi.org/10.3390/ijerph17030876
Eckstrom, E., Neukam, S., Kalin, L., & Wright, J. (2020). Physical activity and healthy aging. Clinics in Geriatric Medicine, 36(4), 671–683. https://doi.org/10.1016/j.cger.2020.06.009
Feng, X., Zhao, L., Chen, Y., Wang, Z., Lu, H., & Wang, C. (2023). Optimal type and dose of hypoxic training for improving maximal aerobic capacity in athletes: A systematic review and Bayesian model-based network meta-analysis. Frontiers in Physiology, 14(September), 1–10. https://doi.org/10.3389/fphys.2023.1223037
Ferozi, S., Taneja, A. G., & Bakshi, N. (2024). Assessment of nutritional status, physical fitness and physical activity of school going adolescents (12–15 years) in Delhi. BMC Pediatrics, 24(1), 1–11. https://doi.org/10.1186/s12887-024-04733-y
Görner, K., & Reineke, A. (2020). The influence of endurance and strength training on body composition and physical fitness in female students. Journal of Physical Education and Sport, 20(3), 2013–2020. https://doi.org/10.7752/jpes.2020.s3272
Gutiérrez-Arroyo, J., García-Heras, F., Carballo-Leyenda, B., Villa-Vicente, J. G., Rodríguez-Medina, J., & Rodríguez-Marroyo, J. A. (2023). Effect of a high-intensity circuit training program on the physical fitness of wildland firefighters. International Journal of Environmental Research and Public Health, 20(3), 1–13. https://doi.org/10.3390/ijerph20032073
Han, M., Gómez-Ruano, M. A., Calvo, A. L., & Calvo, J. L. (2023). Basketball talent identification: a systematic review and meta-analysis of the anthropometric, physiological and physical performance factors. Frontiers in Sports and Active Living, 5, 1264872. https://doi.org/10.3389/fspor.2023.1264872
Helgerud, J., Hov, H., Mehus, H., Balto, B., Boye, A., Finsås, L., Hoff, J., & Wang, E. (2023). Aerobic high-intensity intervals improve V̇O2max more than supramaximal sprint intervals in females, similar to males. Scandinavian Journal of Medicine & Science in Sports, 33(11), 2193–2207. https://doi.org/10.1111/sms.14470
herbert, c., meixner, f., wiebking, c., & gilg, v. (2020). regular physical activity, short-term exercise, mental health, and well-being among university students: The results of an online and a laboratory study. Frontiers in Psychology, 11(May). https://doi.org/10.3389/fpsyg.2020.00509
Idrizovic, K., Ahmeti, G. B., Sekulic, D., Zevrnja, A., Ostojic, L., Versic, S., & Zenic, N. (2021). Indices of cardiovascular health, body composition and aerobic endurance in young women; differential effects of two endurance-based training modalities. Healthcare (Switzerland), 9(4), 1–14. https://doi.org/10.3390/healthcare9040449
Ikenna, U. C., Ngozichi, O. G., Ijeoma, I., Ijeoma, N., Ifeanyichukwu, N., & Martin, O. C. (2020a). Effect of circuit training on the cardiovascular endurance and quality of life: Findings from an apparently healthy female adult population. Journal of Applied Life Sciences International, (May), 1–8. https://doi.org/10.9734/jalsi/2020/v23i330148
Ikenna, U. C., Ngozichi, O. G., Ijeoma, I., Ijeoma, N., Ifeanyichukwu, N., & Martin, O. C. (2020b). Effect of circuit training on the cardiovascular endurance and quality of life: Findings from an apparently healthy female adult population. Journal of Applied Life Sciences International, (May), 1–8. https://doi.org/10.9734/jalsi/2020/v23i330148
Ilham, Alsyifa, R., 1ade, P., Erhan, B., 2acd, O., Prasetyo, T., Kurniawan, R., & Geantă, V. A. (2025). The effects of ladder drill and plyometric training on agility in futsal players considering body mass index. Physical Education Theory and Methodology, 25(4), 886–895. https://doi.org/10.17309/tmfv.2025.4.17
Junita, D., Al Rahmad, A. H., & Fajarna, F. (2024). Health status of adolescence girls based on nutritional status assessment and cardiorespiratory endurance (Vo2 Max). Media Gizi Indonesia, 19(3), 275–281. https://doi.org/10.20473/mgi.v19i3.275-281
Lakens D. (2013). Calculating and reporting effect sizes to facilitate cumulative science: a practical primer for t-tests and ANOVAs. Frontiers in psychology, 4, 863. https://doi.org/10.3389/fpsyg.2013.00863
Liao, J., Shen, X., Du, Z., Wang, X., & Miao, L. (2024). Nutritional status and inflammation as mediators of physical performance and delirium in elderly community-acquired pneumonia patients: A retrospective cohort study. https://doi.org/10.2147/CIA.S483481
Lininger, M., & Riemann, B. L. (2016). Statistical Primer for Athletic Trainers: Using Confidence Intervals and Effect Sizes to Evaluate Clinical Meaningfulness. Journal of athletic training, 51(12), 1045–1048. https://doi.org/10.4085/1062-6050-51.12.14
Lundby, C., Montero, D., & Joyner, M. (2017). Biology of VO2max: looking under the physiology lamp. Acta Physiologica, 220(2), 218–228. https://doi.org/10.1111/apha.12827
MacInnis, M. J., & Gibala, M. J. (2017). Physiological adaptations to interval training and the role of exercise intensity. Journal of Physiology, 595(9), 2915–2930. https://doi.org/10.1113/JP273196
Martínez-Sanz, J. M., Nuñez, A. F., Sospedra, I., Martínez-Rodríguez, A., Domínguez, R., González-Jurado, J. A., & Sánchez-Oliver, A. J. (2020). Nutrition-related adverse outcomes in endurance sports competitions: A review of incidence and practical recommendations. International Journal of Environmental Research and Public Health, 17(11), 1–19. https://doi.org/10.3390/ijerph17114082
Messaggi-Sartor, M., Marco, E., Martínez-Téllez, E., Rodriguez-Fuster, A., Palomares, C., Chiarella, S., Muniesa, J. M., Orozco-Levi, M., Barreiro, E., & Güell, M. R. (2019). Combined aerobic exercise and high-intensity respiratory muscle training in patients surgically treated for non-small cell lung cancer: A pilot randomized clinical trial. European Journal of Physical and Rehabilitation Medicine, 55(1), 113–122. https://doi.org/10.23736/S1973-9087.18.05156-0
Navarrete-Villanueva, D., Gómez-Cabello, A., Marín-Puyalto, J., Moreno, L. A., Vicente-Rodríguez, G., & Casajús, J. A. (2021). Frailty and physical fitness in elderly people: a systematic review and meta-analysis. Sports Medicine, 51(1), 143–160. https://doi.org/10.1007/s40279-020-01361-1
Nowaczyk, P. M., Adamczewski, J., & Durkalec-Michalski, K. (2023). Practical application and methodological considerations on the basics of sports nutrition in basketball: A Comprehensive Systematic Review of Observational and Interventional studies. Nutrients, 15(20), 1–44. https://doi.org/10.3390/nu15204484
Oliveira-Junior, S. A., Boullosa, D., Mendonça, M. L. M., Vieira, L. F. C., Mattos, W. W., Amaral, B. O. C., Lima-Borges, D. S., Reis, F. A., Cezar, M. D. M., Vanderlei, L. C. M., & Martinez, P. F. (2021). Effects of circuit weight-interval training on physical fitness, cardiac autonomic control, and quality of life in sedentary workers. International Journal of Environmental Research and Public Health, 18(9), 1–18. https://doi.org/10.3390/ijerph18094606
Oukheda, M., Bouaouda, K., Mohtadi, K., Lebrazi, H., Derouiche, A., Kettani, A., Saile, R., & Taki, H. (2023). Association between nutritional status, body composition, and fitness level of adolescents in physical education in Casablanca, Morocco. Frontiers in Nutrition, 10(November), 1–17. https://doi.org/10.3389/fnut.2023.1268369
Padli, P., Prasetyo, T., Kurniawan, R., Putra, R. A., & Candra, O. (2024). The influence of environment and social interaction on the formation of athlete character: a descriptive study. Revista Iberoamericana de Psicología Del Ejercicio y El Deporte, ISSN 1886-8576, Vol. 19, No. 4, 2024, Págs. 430-434, 19(4), 430–434. https://doi.org/10.1080/1750984X.2013.769614
Ross, R., Goodpaster, B. H., Koch, L. G., Sarzynski, M. A., Kohrt, W. M., Johannsen, N. M., Skinner, J. S., Castro, A., Irving, B. A., Noland, R. C., Sparks, L. M., Spielmann, G., Day, A. G., Pitsch, W., Hopkins, W. G., & Bouchard, C. (2019). Precision exercise medicine: understanding exercise response variability. British journal of sports medicine, 53(18), 1141–1153. https://doi.org/10.1136/bjsports-2018-100328
Sampaio, A., Marques-Aleixo, I., Seabra, A., Mota, J., Marques, E., & Carvalho, J. (2020). Physical fitness in institutionalized older adults with dementia: association with cognition, functional capacity and quality of life. Aging Clinical and Experimental Research, 32(11), 2329–2338. https://doi.org/10.1007/s40520-019-01445-7
Sánchez-Díaz, S., Yanci, J., Raya-González, J., Scanlan, A. T., & Castillo, D. (2021). A comparison in physical fitness attributes, physical activity behaviors, nutritional habits, and nutritional knowledge between elite male and female youth basketball players. Frontiers in Psychology, 12(May), 1–11. https://doi.org/10.3389/fpsyg.2021.685203
Sari, A. P., Rahmadhanti, R., Car, B., Pavlović, R., Ndayisenga, J., Prasetyo, T., & Kurniawan, R. (2025). Royal Jelly Potentially Reduces Oxidative Stress and Inflammation after Physical Activity: A Systematic Literarure Review. South Eastern European Journal of Public Health, 26, 1939-1954.. https://www.seejph.com/index.php/seejph/article/view/4048
Schiphof-Godart, L., Roelands, B., & Hettinga, F. J. (2018). Drive in sports: How mental fatigue affects endurance performance. Frontiers in Psychology, 9(AUG), 360941. https://doi.org/10.3389/fpsyg.2018.01383
Selviani, I., Prasetyo, T., Candra, O., Rizal, Y., Kurniawan, R., & Alsyifa Putra, R. (2024). Activities and involvement in sports have a significant impact on life: A descriptive analysis. International Journal of Research and Innovation in Social Science, VIII(VIII), 1926–1934. https://doi.org/10.47772/IJRISS.2024.8080140
Shao, T., Verma, H. K., Pande, B., Costanzo, V., Ye, W., Cai, Y., & Bhaskar, L. V. K. S. (2021). Physical activity and nutritional influence on immune function: An important strategy to improve immunity and health status. Frontiers in Physiology, 12(October), 1–20. https://doi.org/10.3389/fphys.2021.751374
Song, T., Jilikeha, & Deng, Y. (2023). Physiological and biochemical adaptations to a sport-specific sprint interval training in male basketball athletes. Journal of Sports Science and Medicine, 22(4), 605–613. https://doi.org/10.52082/jssm.2023.605
Suhardjono, Umami, V., Tedjasukmana, D., & Setiati, S. (2019). The effect of intradialytic exercise twice a week on the physical capacity, inflammation, and nutritional status of dialysis patients: A randomized controlled trial. Hemodialysis International, 23(4), 486–493. https://doi.org/10.1111/hdi.12764
Tabacchi, G., Sanchez, G. F. L., Sahin, F. N., Kizilyalli, M., Genchi, R., Basile, M., Kirkar, M., Silva, C., Loureiro, N., Teixeira, E., Demetriou, Y., Sturm, D. J., Pajaujene, S., Zuoziene, I. J., Gómez-López, M., Rada, A., Pausic, J., Lakicevic, N., Petrigna, L., … Bianco, A. (2019). Field-based tests for the assessment of physical fitness in children and adolescents practicing sport: A systematic review within the esa program. Sustainability 2019, Vol. 11, Page 7187, 11(24), 7187. https://doi.org/10.3390/su11247187
Taufik, M. S., Widiastuti, Setiakarnawijaya, Y., & Dlis, F. (2021). Effect of circuit and interval training on vo2max in futsal players. Journal of Physical Education and Sport, 21(4), 2283–2288. https://doi.org/10.7752/jpes.2021.s4305
Welis, W., Yendrizal, Darni, & Mario, D. T. (2023). Physical fitness of students in Indonesian during the COVID-19 period: Physical activity, body mass index, and socioeconomic status. Physical Activity Review, 11(1), 77–87. https://doi.org/10.16926/par.2023.11.10
Wu, Z. J., Wang, Z. Y., Gao, H. E., Zhou, X. F., & Li, F. H. (2021). Impact of high-intensity interval training on cardiorespiratory fitness, body composition, physical fitness, and metabolic parameters in older adults: A meta-analysis of randomized controlled trials. Experimental Gerontology, 150(1), 111345. https://doi.org/10.1016/j.exger.2021.111345
Yagin , F. H., Pinar, A., & de Sousa Fernandes, M. S. (2024). Statistical effect sizes in sports science. Journal of Exercise Science & Physical Activity Reviews, 2(1), 164–171. https://e-jespar.com/index.php/jespar/article/view/27
yendrizal, pratama, a. o., ramadhan, r. h., & ockta, y. (2025). muscle hypertrophy improvement test based on body mass index (bmi) and body fat percentage. International Journal of Human Movement and Sports Sciences, 13(4), 759–763. https://doi.org/10.13189/saj.2025.130411
Yunus, M., & Raharjo, S. (2022). The effect of circuit and interval training on maximum oxygen volume (vo2max) in professional futsal athletes. Kinestetik : Jurnal Ilmiah Pendidikan Jasmani, 6(1), 128–133. https://doi.org/10.33369/jk.v6i1.20801
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