Comparison of the Accuracy of the Bleep Test, Yo-Yo IR, and Cooper Test for Estimating VO₂max in Adolescents: A Literature Review

Syahrul Zaum; Andi Tilka Muftiah Ridjal; Uswatun Hasanah

doi:10.26858/cpjok.v18i2.981

Penulis

Syahrul Zaum Universitas Negeri Makassar Penulis
Andi Tilka Muftiah Ridjal Universitas Negeri Makassar Penulis
Uswatun Hasanah Universitas Negeri Makassar Penulis

DOI:

https://doi.org/10.26858/cpjok.v18i2.981

Kata Kunci:

Accuracy; Bleep Test; Yo-Yo IR; Cooper Test; VO2 Max

Abstrak

Maximal oxygen uptake (VO₂max) is widely recognized as the most important indicator of cardiorespiratory fitness and aerobic capacity in adolescents. Although laboratory-based measurements remain the gold standard, their practical limitations have led to the widespread use of field-based assessments such as the Bleep Test, Yo-Yo Intermittent Recovery Test (Yo-Yo IR), and Cooper Test. However, evidence regarding the comparative accuracy of these tests in estimating VO₂max among adolescents remains inconsistent. Objective: This study aimed to compare the accuracy, validity, reliability, and practical applicability of the Bleep Test, Yo-Yo IR Test, and Cooper Test for estimating VO₂max in adolescent populations through a literature review approach. Methods: This study employed a literature review design following the PRISMA framework. Articles were retrieved from Scopus, Web of Science, PubMed, SPORTDiscus, Google Scholar, and SINTA-indexed journals published between 2015 and 2025. Fifteen eligible studies involving 3,487 adolescents aged 10–19 years were included. Data were analyzed through qualitative narrative synthesis focusing on validity, reliability, and estimation accuracy. Results: The findings revealed that the Bleep Test demonstrated the highest accuracy, with validity coefficients ranging from r = 0.82–0.94, mean validity r = 0.88, reliability ICC = 0.88–0.96, and SEE = 2.5–4.1 ml·kg⁻¹·min⁻¹. The Yo-Yo IR Test showed strong validity (r = 0.79–0.91) and reliability (ICC = 0.85–0.94), while the Cooper Test exhibited acceptable validity (r = 0.72–0.88) and reliability (ICC = 0.82–0.91), but higher estimation error (SEE = 3.8–5.6 ml·kg⁻¹·min⁻¹). Conclusion: The Bleep Test is the most accurate field-based method for estimating VO₂max in adolescents, followed by the Yo-Yo IR Test. The Cooper Test remains a practical option for large-scale school-based fitness assessments. These findings provide evidence-based guidance for selecting appropriate aerobic fitness assessment tools in adolescent populations.

Referensi

Armstrong, N., & Welsman, J. (2019). Development of peak oxygen uptake from 11–16 years determined using both treadmill and cycle ergometer exercise. European Journal of Applied Physiology, 119(3), 801–812. https://doi.org/10.1007/s00421-019-04069-5

Altmann, S., Ringhof, S., Neumann, R., Woll, A., & Rumpf, M. C. (2018). Validity and reliability of speed tests used in soccer: A systematic review. PLoS ONE, 13(8), e0203027. https://doi.org/10.1371/journal.pone.0203027

Bangsbo, J., Iaia, F. M., & Krustrup, P. (2018). The Yo-Yo intermittent recovery test: A useful tool for evaluation of physical performance in intermittent sports. Sports Medicine, 48(Suppl 1), 37–51. https://doi.org/10.1007/s40279-017-0788-0

Bassett, D. R., & Howley, E. T. (2019). Limiting factors for maximum oxygen uptake and determinants of endurance performance. Medicine & Science in Sports & Exercise, 52(1), 70–84. https://doi.org/10.1249/MSS.0000000000002140

Buchheit, M., & Laursen, P. B. (2018). High-intensity interval training, solutions to the programming puzzle. Sports Medicine, 48(7), 1447–1460. https://doi.org/10.1007/s40279-018-0891-x

Castagna, C., Impellizzeri, F., Chaouachi, A., Manzi, V., & D’Ottavio, S. (2018). Physiological responses to ball-drills in regional level male basketball players. Journal of Sports Sciences, 36(4), 419–425. https://doi.org/10.1080/02640414.2017.1300318

Deprez, D., Fransen, J., Boone, J., Lenoir, M., Philippaerts, R., & Vaeyens, R. (2019). Characteristics of high-level youth soccer players: Variation by playing position. Journal of Sports Sciences, 37(3), 243–254. https://doi.org/10.1080/02640414.2018.1496227

Falk, B., & Dotan, R. (2021). Child–adult differences in the recovery from high-intensity exercise. Exercise and Sport Sciences Reviews, 49(1), 25–32. https://doi.org/10.1249/JES.0000000000000250

Grant, S., Corbett, K., Amjad, A. M., Wilson, J., & Aitchison, T. (2020). A comparison of methods of predicting maximum oxygen uptake. British Journal of Sports Medicine, 54(11), 675–680. https://doi.org/10.1136/bjsports-2019-101436

Krustrup, P., Mohr, M., Amstrup, T., Rysgaard, T., Johansen, J., Steensberg, A., Pedersen, P. K., & Bangsbo, J. (2020). The Yo-Yo intermittent recovery test: Physiological response, reliability, and validity. Medicine & Science in Sports & Exercise, 52(6), 1364–1372. https://doi.org/10.1249/MSS.0000000000002256

Lang, J. J., Tremblay, M. S., Ortega, F. B., Ruiz, J. R., Tomkinson, G. R., & Léger, L. (2018). Review of criterion-referenced standards for cardiorespiratory fitness. Sports Medicine, 48(1), 41–55. https://doi.org/10.1007/s40279-017-0779-1

Lloyd, R. S., Oliver, J. L., Faigenbaum, A. D., Howard, R., De Ste Croix, M., Williams, C. A., Best, T. M., Alvar, B. A., Micheli, L. J., Thomas, D. P., & Myer, G. D. (2020). Long-term athletic development and youth physical performance. Strength and Conditioning Journal, 42(2), 1–12. https://doi.org/10.1519/SSC.0000000000000512

Mayorga-Vega, D., Bocanegra-Parrilla, R., Ornelas, M., & Viciana, J. (2022). Criterion-related validity of the 20-m shuttle run test for estimating cardiorespiratory fitness: A meta-analysis. Journal of Sports Sciences, 40(3), 215–227. https://doi.org/10.1080/02640414.2021.1986524

Midgley, A. W., McNaughton, L. R., & Jones, A. M. (2017). Training to enhance the physiological determinants of long-distance running performance. Sports Medicine, 47(8), 1571–1585. https://doi.org/10.1007/s40279-017-0697-2

Moran, J., Sandercock, G., Ramírez-Campillo, R., Clark, C. C. T., Fernandes, J. F., & Drury, B. (2019). A meta-analysis of maturation-related variation in adolescent fitness. Sports Medicine, 49(4), 579–590. https://doi.org/10.1007/s40279-019-01056-0

Nikolaidis, P. T., Knechtle, B., & Rosemann, T. (2021). Prediction of VO₂max from Cooper test performance in adolescents and young adults. International Journal of Environmental Research and Public Health, 18(9), 4671. https://doi.org/10.3390/ijerph18094671

Ortega, F. B., Ruiz, J. R., Castillo, M. J., & Sjöström, M. (2020). Physical fitness in childhood and adolescence: A powerful marker of health. International Journal of Obesity, 44(5), 1035–1043. https://doi.org/10.1038/s41366-020-0532-0

Poitras, V. J., Gray, C. E., Borghese, M. M., Carson, V., Chaput, J. P., Janssen, I., Katzmarzyk, P. T., Pate, R. R., Connor Gorber, S., Kho, M. E., & Tremblay, M. S. (2016). Systematic review of the relationships between objectively measured physical activity and health indicators in school-aged children and youth. Applied Physiology, Nutrition, and Metabolism, 41(6 Suppl 3), S197–S239. https://doi.org/10.1139/apnm-2015-0663

Ruiz, J. R., Cavero-Redondo, I., Ortega, F. B., Welk, G. J., Andersen, L. B., Martinez-Vizcaino, V., & Sánchez-López, M. (2019). Cardiorespiratory fitness cut points to avoid cardiovascular disease risk in children and adolescents. Journal of the American College of Cardiology, 74(4), 433–444. https://doi.org/10.1016/j.jacc.2019.05.047

Silva, D. A. S., Tremblay, M. S., Pelegrini, A., Silva, A. F., Petroski, E. L., & Gaya, A. C. A. (2021). Association between cardiorespiratory fitness and health outcomes in adolescents. BMC Public Health, 21(1), 1245. https://doi.org/10.1186/s12889-021-11239-8

Slimani, M., Paravlic, A., Mbarek, F., Bragazzi, N. L., & Tod, D. (2019). The relationship between physical fitness and sport-specific technical skills in youth athletes. Sports Medicine, 49(11), 1783–1800. https://doi.org/10.1007/s40279-019-01120-9

Tomkinson, G. R., Carver, K. D., Atkinson, F., Daniell, N. D., Lewis, L. K., Fitzgerald, J. S., Lang, J. J., & Ortega, F. B. (2018). European normative values for physical fitness in children and adolescents. British Journal of Sports Medicine, 52(22), 1445–1456. https://doi.org/10.1136/bjsports-2017-098253

Tomkinson, G. R., Lang, J. J., Blanchard, J., Léger, L. A., & Tremblay, M. S. (2021). The 20-meter shuttle run: Assessment and interpretation of cardiorespiratory fitness in youth. Journal of Sport and Health Science, 10(4), 403–411. https://doi.org/10.1016/j.jshs.2020.09.004