Estimated Cardiorespiratory Fitness in Multi-Discipline Martial Arts Athletes at the Beginning of Centralized Training: A Cross-Sectional Study
DOI:
https://doi.org/10.53905/inspiree.v7i03.183Keywords:
cardiorespiratory fitness, oxygen consumption, martial arts, athletes, multistage fitness testAbstract
Background & objective: Cardiorespiratory fitness (CRF) is an important component of combat-sport physiology because repeated high-intensity actions require adequate aerobic support and recovery between efforts. However, evidence describing CRF across multiple martial arts disciplines within a single high-performance training cohort remains limited. This study characterized estimated CRF among West Kalimantan PELATDA martial arts athletes at the beginning of centralized training and examined sex-related differences and performance relative to an external historical comparator.
Materials & Methods: A cross-sectional observational study included 41 athletes (26 males and 15 females) representing 11 martial arts disciplines. CRF was assessed using the 20-m Multistage Fitness Test (MFT), and estimated VO₂max was calculated using the Léger regression equation. Age- and sex-specific normative reference values were used to classify CRF into Very Poor, Poor, Fair, Good, Excellent, and Superior categories. Between-sex differences in estimated VO₂max were examined using Welch’s independent-samples t-test. Fisher’s exact test assessed the association between sex and dichotomized CRF status. Exploratory one-sample t-tests compared observed mean estimated VO₂max with an external historical comparator of 44.0 mL·kg⁻¹·min⁻¹.
Results: Mean estimated VO₂max was 36.72 ± 5.87 mL·kg⁻¹·min⁻¹ (range, 28.40–56.00; 95% CI, 34.87–38.58). Based on age- and sex-specific norms, 4 athletes (9.76%) were classified as Very Poor, 9 (21.95%) Poor, 14 (34.15%) Fair, 7 (17.07%) Good, 4 (9.76%) Excellent, and 3 (7.32%) Superior. Overall, 13 athletes (31.71%) were classified as Low CRF. Males had higher estimated VO₂max than females (38.00 ± 5.85 vs. 34.50 ± 5.40 mL·kg⁻¹·min⁻¹), but the difference was not statistically significant, t(31.33) = 1.94, p = .062, Cohen’s d = 0.61. The sex-by-CRF association was also not statistically significant (Fisher’s exact p = .084; odds ratio = 4.77, 95% CI 0.89–25.57; Cramér’s V = 0.30). Compared with the 44.0 mL·kg⁻¹·min⁻¹ historical comparator, estimated VO₂max was lower in the total cohort, t(40) = −7.93, p < .001, d = −1.24.
Conclusions: The study provides a multi-discipline baseline profile of estimated CRF in a real-world provincial high-performance cohort. The findings demonstrate substantial heterogeneity in aerobic-fitness status and provide a practical reference for longitudinal athlete monitoring. Because the external comparator was derived from a small historical male Tae Kwon Do sample, it should be interpreted contextually rather than as a universal competitive standard.
References
Alessandro, O. F., Caldeira, I. V., Filho, A. S. S., Silva, D. P., Souza, I. P. R. de, Souza, L. C. de, Inácio, P. A., Costa, G. D. C. T., Aprigliano, V., Chiappa, G. R., Machado, S., Sales, M. M., & Portugal, E. M. M. (2025). Subjective Monitoring in Under-20 Soccer Athletes: Affective, Load, Monotony, and Sleep Variations throughout a Competitive Cycle. Clinical Practice and Epidemiology in Mental Health, 21(1). https://doi.org/10.2174/0117450179415875251006053421
Alhadad, S. B., Tan, P. M. S., & Lee, J. (2019). Efficacy of Heat Mitigation Strategies on Core Temperature and Endurance Exercise: A Meta-Analysis. Frontiers in Physiology, 10, 71. https://doi.org/10.3389/fphys.2019.00071
Archacki, D., Zieliński, J., Pospieszna, B., Włodarczyk, M., & Kusy, K. (2023). The effect of training on the contribution of energy systems during 15-second sprint exercise in athletes of different sport specializations. In Research Square. https://doi.org/10.21203/rs.3.rs-3235227/v1
Barley, O. R., Chapman, D. W., Guppy, S. N., & Abbiss, C. R. (2019). Considerations When Assessing Endurance in Combat Sport Athletes. Frontiers in Physiology, 10, 205. https://doi.org/10.3389/fphys.2019.00205
Blume, K. G., & Wolfarth, B. (2019). Identification of Potential Performance-Related Predictors in Young Competitive Athletes. Frontiers in Physiology, 10, 1394. https://doi.org/10.3389/fphys.2019.01394
Bottoms, L. M., Tarragó, R., Muniz‐Pumares, D., Chaverri, D., Irurtia, A., Castizo-Olier, J., Carrasco‐Marginet, M., Rodríguez, F. A., & Iglesias, X. (2023). Physiological demands and motion analysis of elite foil fencing. PLoS ONE, 18(2). https://doi.org/10.1371/journal.pone.0281600
Bouzoualegh, M., Adel, B., Lalia, C., & Benhammou, S. (2023). Investigating the Impact of Physiological and Neuromuscular Performance in Highly Trained Judo Athletes of Different Weight Categories. Слобожанський Науково-Спортивний Вісник, 27(3), 118–127. https://doi.org/10.15391/snsv.2023-3.002
Chaabène, H., Hachana, Y., Franchini, É., Mkaouer, B., & Chamari, K. (2012). Physical and Physiological Profile of Elite Karate Athletes. Sports Medicine, 42(10), 829–843. https://doi.org/10.1007/bf03262297
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, 85–96. https://doi.org/10.1007/s40279-023-01938-6
Emerson, F. (2025). Present and future challenges in combat sports training research. Buleria (Universidad de León). https://hdl.handle.net/10612/25874
Franchini, É. (2023). Energy System Contributions during Olympic Combat Sports: A Narrative Review. Metabolites, 13(2), 297. https://doi.org/10.3390/metabo13020297
Franchini, É., Cormack, S. J., & Takito, M. Y. (2018). Effects of High-Intensity Interval Training on Olympic Combat Sports Athletes’ Performance and Physiological Adaptation: A Systematic Review. The Journal of Strength and Conditioning Research, 33(1), 242–252. https://doi.org/10.1519/jsc.0000000000002957
Franchini, É., Vecchio, F. B. D., Matsushigue, K. A., & Artioli, G. G. (2011). Physiological Profiles of Elite Judo Athletes. Sports Medicine, 41(2), 147–166. https://doi.org/10.2165/11538580-000000000-00000
Gaziyev, S., Korobeynikov, G., Matkarimov, R., Gaziyeva, Z., Nadzala, A. M., Nazarova, K., Baxtiyorov, D., & Nurullaev, S. (2026). Integrated Training of MMA Fighters, Increasing the Effectiveness of General and Special Physical Preparation. International Journal of Human Movement and Sports Sciences, 14(2), 421–431. https://doi.org/10.13189/saj.2026.140211
Hernández-Martínez, J., Cid-Calfucura, I., Guzmán-Muñoz, E., Herrera-Valenzuela, T., Delgado‐Floody, P., Núñez-Espinosa, C. A., Branco, B. M., Mota, J. A. P. S., Nobarı, H., Pérez-Cárcamo, J., Vásquez-Carrasco, E., & Valdés-Badilla, P. (2025). Effects of olympic combat sports on physical fitness in non-athlete students: a systematic review with meta-analysis. Frontiers in Physiology, 16, 1620621. https://doi.org/10.3389/fphys.2025.1620621
Heyward, V.H. (1998). Advanced fitness assessment & exercise prescription. Choice Reviews Online, 35(11), 35–6295. https://doi.org/10.5860/choice.35-6295
Huang, P.-T., Wu, C., Huang, P.-F., Tsai, M.-C., Chang, K., Lin, K. D., Huang, H.-C., & Lin, S.-C. (2025). Effects of a Taekwondo-Specific High-Intensity Interval Training Protocol on the Biomarkers of Cardiovascular and Biochemical Recovery in Collegiate Athletes. International Journal of Medical Sciences, 22(15), 4145–4151. https://doi.org/10.7150/ijms.115788
Jenkins, E. J., Campbell, H. A., LEE, J. K. W., Mündel, T., & Cotter, J. D. (2022). Delineating the impacts of air temperature and humidity for endurance exercise. Experimental Physiology, 108(2), 207–220. https://doi.org/10.1113/ep090969
Jones, A. M., & Vanhatalo, A. (2017). The ‘Critical Power’ Concept: Applications to Sports Performance with a Focus on Intermittent High-Intensity Exercise. Sports Medicine, 47, 65–78. https://doi.org/10.1007/s40279-017-0688-0
Kaur, G., Kaur, G., & Chandra, A. (2026). Laboratory-Based Versus Field-Based Measurement of VO₂max: A PRISMA-Style Systematic Review. Journal of Advances in Sports and Physical Education, 9(2), 46–51. https://doi.org/10.36348/jaspe.2026.v09i02.003
Ma, X., Cao, Z., Cao, Z., Zhu, Z., Chen, X., Wen, D., Cao, Z., & Cao, Z. (2023). VO2max (VO2peak) in elite athletes under high-intensity interval training: A meta-analysis. Heliyon, 9(6). https://doi.org/10.1016/j.heliyon.2023.e16663
Mandsager, K., Harb, S. C., Cremer, P., Phelan, D., Nissen, S. E., & Jaber, W. A. (2018). Association of Cardiorespiratory Fitness With Long-term Mortality Among Adults Undergoing Exercise Treadmill Testing. JAMA Network Open, 1(6). https://doi.org/10.1001/jamanetworkopen.2018.3605
Mayorga-Vega, D., Aguilar-Soto, P., & Viciana, J. (2015). Criterion-Related Validity of the 20-M Shuttle Run Test for Estimating Cardiorespiratory Fitness: A Meta-Analysis. PubMed, 14(3), 536–547. https://pubmed.ncbi.nlm.nih.gov/26336340
Mujika, I., & Padilla, S. (2000). Detraining: Loss of Training-Induced Physiological and Performance Adaptations. Part I. Sports Medicine, 30(2), 79–87. https://doi.org/10.2165/00007256-200030020-00002
Nicholas, M., Makubuya, T., Kamwebaze, M., Mwase, M., Ojara, R. R., Opio, P., Lumbuye, L., & Nahwera, L. (2025). Physiological sex differences in response to exercise. Turkish Journal of Kinesiology, 11(4), 241–249. https://doi.org/10.31459/turkjkin.1692902
Ojeda-Aravena, A., Herrera-Valenzuela, T., Valdés-Badilla, P., Cancino-López, J., Zapata-Bastías, J., & García‐García, J. M. (2021). Inter-Individual Variability of a High-Intensity Interval Training With Specific Techniques vs. Repeated Sprints Program in Sport-Related Fitness of Taekwondo Athletes. Frontiers in Physiology, 12, 766153. https://doi.org/10.3389/fphys.2021.766153
Rezaei, M., Parnow, A., & Mohr, M. (2024). Additional high intensity intermittent training improves aerobic and anaerobic performance in elite karate athletes. Sport Sciences for Health, 20(3), 779–788. https://doi.org/10.1007/s11332-023-01156-7
Ruegsegger, G. N., & Booth, F. W. (2017). Health Benefits of Exercise. Cold Spring Harbor Perspectives in Medicine, 8(7). https://doi.org/10.1101/cshperspect.a029694
Ruiz, J. R., Silva, G., Oliveira, N. L., Ribeiro, J. C., Oliveira, J., & Mota, J. (2009). Criterion-related validity of the 20-m shuttle run test in youths aged 13–19 years. Journal of Sports Sciences, 27(9), 899–906. https://doi.org/10.1080/02640410902902835
Santisteban, K. J., Lovering, A. T., Halliwill, J. R., & Minson, C. T. (2022). Sex Differences in VO2max and the Impact on Endurance-Exercise Performance. International Journal of Environmental Research and Public Health, 19(9), 4946. https://doi.org/10.3390/ijerph19094946
Song, Y., & Sheykhlouvand, M. (2024). A Comparative Analysis of High-Intensity Technique-Specific Intervals and Short Sprint Interval Training in Taekwondo Athletes: Effects on Cardiorespiratory Fitness and Anaerobic Power. Journal of Sports Science and Medicine, 23(1), 672–683. https://doi.org/10.52082/jssm.2024.672
Sterkowicz-Przybycień, K., & Fukuda, D. H. (2016). Sex differences and the effects of modified combat regulations on endurance capacity in judo athletes: A meta-analytic approach. Journal of Human Kinetics, 51(1), 113–120. https://doi.org/10.1515/hukin-2015-0175
Thompson, W. R., & Vinueza, C. (1991). Physiologic profile of tae kwon do black belts. Sports Medicine, Training, and Rehabilitation/Sports Medicine, Training and Rehabilitation, 3(1), 49–53. https://doi.org/10.1080/15438629109511939
Tocci, N. D., Miller, M. G., & Meucci, M. (2020). SEX DIFFERENCES IN Maximal Oxygen Uptake: What Are The Biggest Contributors? Medicine & Science in Sports & Exercise, 52, 48. https://doi.org/10.1249/01.mss.0000670516.18160.b6
Tortu, E., Ouergui, I., Ulupınar, S., Özbay, S., Gençoğlu, C., & Ardigò, L. P. (2024). The contribution of energy systems during 30-second lower body Wingate anaerobic test in combat sports athletes: Intermittent versus single forms and gender comparison. PLoS ONE, 19(5). https://doi.org/10.1371/journal.pone.0303888
Vasconcelos, B. B., Protzen, G. V., Galliano, L. M., Kirk, C., & Vecchio, F. B. D. (2020). Effects of High-Intensity Interval Training in Combat Sports: A Systematic Review with Meta-Analysis. The Journal of Strength and Conditioning Research, 34(3), 888–900. https://doi.org/10.1519/jsc.0000000000003255
Wang, D., Qu, K., Yangm, M., Yang, X., Lu, A., & Ren, J. (2022). Cardiorespiratory Benefits of Exercise. In IntechOpen eBooks. IntechOpen. https://doi.org/10.5772/intechopen.107360
Williams, C. J., Gurd, B. J., Bonafiglia, J. T., Voisin, S., Li, Z., Harvey, N. R., Croci, I., Taylor, J. L., Gajanand, T., Ramos, J. S., Fassett, R. G., Little, J. P., François, M. E., Hearon, C. M., Sarma, S., Janssen, S. L. J. E., Craenenbroeck, E. M. V., Beckers, P., Cornelissen, V., … Coombes, J. S. (2019). A Multi-Center Comparison of O2peak Trainability Between Interval Training and Moderate Intensity Continuous Training. Frontiers in Physiology, 10, 19. https://doi.org/10.3389/fphys.2019.00019
Woods, A., Rice, A. J., Garvican‐Lewis, L. A., Wallett, A., Lundy, B., Rogers, M., Welvaert, M., Halson, S. L., McKune, A. J., & Thompson, K. (2018). The effects of intensified training on resting metabolic rate (RMR), body composition and performance in trained cyclists. PLoS ONE, 13(2). https://doi.org/10.1371/journal.pone.0191644
Yue, F., Wang, Y., He, Y., & Zhang, X. (2025). Effects of high-intensity interval training on aerobic and anaerobic capacity in olympic combat sports: a systematic review and meta-analysis. Frontiers in Physiology, 16, 1576676. https://doi.org/10.3389/fphys.2025.1576676
Zheng, J., Tian, P., Jiang, Y., & Shen, Y. (2022). Effects of Short‐ and Long‐Term Detraining on Maximal Oxygen Uptake in Athletes: A Systematic Review and Meta‐Analysis. BioMed Research International, 2022(1), 2130993. https://doi.org/10.1155/2022/2130993
Downloads
Published
Issue
Section
Categories
License
Copyright (c) 2026 Novi Yanti, Victor G. Simanjuntak

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.







