Profil Sistem Energi Berbasis Saturasi Oksigen Otot (SmO₂) Atlet Bulutangkis Menggunakan Moxy Monitor untuk Pengkondisian Fisik

Authors

  • Irman Felisiana Miftahul Khoir Universitas Pendidikan Indonesia
  • Jajat Darajat Kusumah Negara Universitas Pendidikan Indonesia
  • Agus Gumilar Universitas Pendidikan Indonesia

DOI:

https://doi.org/10.31539/r1wdn815

Keywords:

Bulu Tangkis, Monitor Moxy, Pengkondisian Fisik, Sistem Energi, SmO₂

Abstract

This study aims to analyze the muscle oxygen saturation (SmO₂) profile of badminton athletes using the Moxy Monitor, to examine its relationship with the aerobic and anaerobic energy systems, and to evaluate its potential as a basis for designing physical conditioning programs. This study used a quantitative approach with a correlational method involving 10 badminton athletes from PB Mutiara Cardinal Bandung, selected through purposive sampling. Data were collected through SmO₂ measurements using the Moxy Monitor during physical testing, along with physical condition measurements based on biomotor parameters. Data were analyzed using descriptive statistics, the Shapiro-Wilk normality test, Pearson correlation, simple linear regression, multiple linear regression, and path analysis. The results showed that the SmO₂ Ratio had a significant relationship with aerobic capacity (r = 0.766; p = 0.010) and physical condition (r = 0.727; p = 0.017), but no significant relationship with anaerobic capacity (r = 0.361; p = 0.305). Aerobic capacity had a very strong relationship with physical condition (r = 0.966; p = 0.000), while anaerobic capacity also showed a significant relationship (r = 0.810; p = 0.004). These findings indicate that an SmO₂-based energy system profile can be used as a physiological indicator for designing more precise physical conditioning programs based on the individual needs of badminton athletes.

Keywords: Badminton, Moxy Monitor, Physical Conditioning, Energy System, SmO₂

References

Alaba, O. A., Chiwire, P., Siya, A., Saliu, O. A., Nhakaniso, K., Nzeribe, E., Okova, D., & Lukwa, A. T. (2023). Socio-economic inequalities in the double burden of malnutrition among under-five children: Evidence from 10 selected sub-Saharan African countries. 1–15.

Arnold, J. I., Yogev, A., Nelson, H., Van Hooff, M., & Koehle, M. S. (2024). Muscle reoxygenation is slower after higher cycling intensity, and is faster and more reliable in locomotor than in accessory muscle sites. Frontiers in Physiology, 15, Article 1449384. https://doi.org/10.3389/fphys.2024.1449384

Baker, J. S., McCormick, M. C., & Robergs, R. A. (2010). Interaction among skeletal muscle metabolic energy systems during intense exercise. Journal of Nutrition and Metabolism, 2010, Article 905612. https://doi.org/10.1155/2010/905612

Born, D.-P., Stöggl, T., Swarén, M., & Björklund, G. (2016). Running in hilly terrain: NIRS is more accurate to monitor intensity than heart rate. International Journal of Sports Physiology and Performance. https://doi.org/10.1123/ijspp.2016-0101

Cádiz Gallardo, M. P., Pradas de la Fuente, F., Moreno-Azze, A., & Carrasco Páez, L. (2023). Physiological demands of racket sports: A systematic review. Frontiers in Psychology, 14, Article 1149295. https://doi.org/10.3389/fpsyg.2023.1149295

Crum, E. M., O’Connor, W. J., Van Loo, L., Valckx, M., & Stannard, S. R. (2017). Validity and reliability of the Moxy oxygen monitor during incremental cycling exercise. European Journal of Sport Science, 17(8), 1037–1043. https://doi.org/10.1080/17461391.2017.1330899

Feldmann, A., Ammann, L., Gächter, F., Zibung, M., & Erlacher, D. (2022). Muscle oxygen saturation breakpoints reflect ventilatory thresholds in both cycling and running. Journal of Human Kinetics, 83, 87–97. https://doi.org/10.2478/hukin-2022-0054

Feldmann, A., Schmitz, R., & Erlacher, D. (2019). Near-infrared spectroscopy-derived muscle oxygen saturation on a 0% to 100% scale: Reliability and validity of the Moxy Monitor. Journal of Biomedical Optics, 24(11), 115001. https://doi.org/10.1117/1.JBO.24.11.115001

Green, R., West, A. T., & Willems, M. E. T. (2023). Notational analysis and physiological and metabolic responses of male junior badminton match play. Sports, 11(2), Article 35. https://doi.org/10.3390/sports11020035

Hetlelid, K. J., Plews, D. J., Herold, E., Laursen, P. B., & Seiler, S. (2015). Rethinking the role of fat oxidation: Substrate utilisation during high-intensity interval training in well-trained and recreationally trained runners. BMJ Open Sport & Exercise Medicine, 1(1), Article e000047. https://doi.org/10.1136/bmjsem-2015-000047

Itokazu, Y., Tsai, Y. T., & Yu, R. K. (2018). Epigenetic regulation of ganglioside expression in neural stem cells and neuronal cells. Glycoconjugate Journal, 34(6), 749–756. https://doi.org/10.1007/s10719-016-9719-6

Jeppesen, T. D., Madsen, K. L., Poulsen, N. S., Løkken, N., & Vissing, J. (2021). Exercise testing, physical training and fatigue in patients with mitochondrial myopathy related to mtDNA mutations. Journal of Clinical Medicine, 10(8), Article 1796. https://doi.org/10.3390/jcm10081796

Jones, B., Dat, M., & Cooper, C. E. (2014). Underwater near-infrared spectroscopy measurements of muscle oxygenation: Laboratory validation and preliminary observations in swimmers and triathletes. Journal of Biomedical Optics, 19(12), Article 127002. https://doi.org/10.1117/1.JBO.19.12.127002

Kuznetsov, A. V., Margreiter, R., Hagenbuchner, J., & Ausserlechner, M. J. (2025). Energy metabolism in different skeletal muscles and muscle fibers: Implications for injury and dietary supplementation. Pflügers Archiv – European Journal of Physiology, 477(10), 1231–1240. https://doi.org/10.1007/s00424-025-03112-5

Laffaye, G., Phomsoupha, M., & Dor, F. (2015). Changes in the game characteristics of a badminton match: A longitudinal study through the Olympic Game finals analysis in men’s singles. Journal of Sports Science and Medicine, 14(3), 584–590.

McManus, C. J., Collison, J., & Cooper, C. E. (2018). Performance comparison of the MOXY and PortaMon near-infrared spectroscopy muscle oximeters at rest and during exercise. Journal of Biomedical Optics, 23(1), 1–14. https://doi.org/10.1117/1.JBO.23.1.015007

Negara, J. D. K. (2023). Cycling athlete performance: Analysis of muscle oxygen saturation through Moxy. Jurnal Pendidikan Jasmani dan Olahraga, 8(1), 9–15. https://doi.org/10.17509/jpjo.v8i1.56177

Negara, J. D. K., Nuryadi, N., Firmansyah, H., Gumilar, A., Hambali, B., Purnomo, E., Festiawan, R., & Ockta, Y. (2024). The effect of VO2max on muscle oxygen saturation (SMO2) in university badminton athletes. Retos, 61, 1184–1190. https://doi.org/10.47197/retos.v61.108861

Perrey, S. (2018). Muscle oximetry in sports science: A systematic review. Sports Medicine, 48(3), 597–616. https://doi.org/10.1007/s40279-017-0820-1

Perrey, S. (2022). Muscle oxygenation unlocks the secrets of physiological responses to exercise: Time to exploit it in the training monitoring. Frontiers in Sports and Active Living, 4, Article 864825. https://doi.org/10.3389/fspor.2022.864825

Perrey, S., Quaresima, V., & Ferrari, M. (2024). Muscle oximetry in sports science: An updated systematic review. Sports Medicine, 54(4), 975–996. https://doi.org/10.1007/s40279-023-01987-x

Phomsoupha, M., & Laffaye, G. (2015). The science of badminton: Game characteristics, anthropometry, physiology, visual fitness and biomechanics. Sports Medicine, 45(4), 473–495. https://doi.org/10.1007/s40279-014-0287-2

Pilotto, A. M., Adami, A., Mazzolari, R., Brocca, L., Crea, E., Zuccarelli, L., Pellegrino, M. A., Bottinelli, R., Grassi, B., Rossiter, H. B., & Porcelli, S. (2022). Near-infrared spectroscopy estimation of combined skeletal muscle oxidative capacity and O2 diffusion capacity in humans. The Journal of Physiology, 600(18), 4153–4168. https://doi.org/10.1113/JP283267

Tuesta, M., Yáñez-Sepúlveda, R., Verdugo-Marchese, H., Mateluna, C., & Alvear-Ordenes, I. (2022). Near-infrared spectroscopy used to assess physiological muscle adaptations in exercise clinical trials: A systematic review. Biology, 11(7), Article 1073. https://doi.org/10.3390/biology11071073

Vasquez-Bonilla, A. A., Yáñez-Sepúlveda, R., Monsalves-Álvarez, M., Tuesta, M., Duclos-Bastiías, D., Cortés-Roco, G., Olivares-Arancibia, J., Guzmán-Muñoz, E., & López-Gil, J. F. (2025). Reliability of muscle oxygen saturation for evaluating exercise intensity and knee joint load indicators. Journal of Functional Morphology and Kinesiology, 10(2), Article 136. https://doi.org/10.3390/jfmk10020136

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Published

2026-07-20