journal article·2025-06-13Open access

Physiological Differences in Cardiorespiratory and Metabolic Parameters Between Football Players from Top- and Mid-Ranked Teams in the Serbian Super League

Radivoje Radakovic, Dejan Martinovic, Borko Katanic, Karuppasamy Govindasamy, Nikola Prvulovic, Vlad Adrian Geantă, Viorel Petru Ardelean

Applied Sciences· Volume 15· Issue 12

Abstract

This study investigated physiological differences in cardiorespiratory and metabolic performance parameters between professional football players from top- (TR) and mid-ranked teams (MR) in the Serbian Super League. A total of 55 male outfield players (TR: n = 29; MR: n = 26) were assessed in March 2022 using a maximal multistage treadmill protocol and lactate analysis. The key cardiorespiratory variables included maximum oxygen uptake (VO2max), heart rate at the anaerobic threshold (HR AT), and recovery heart rate metrics, while the metabolic variables focused on lactate concentrations and efficiency indices. The results indicate that the TR players achieved significantly lower HR AT values (162 ± 10.26 vs. 168.77 ± 7.28 bpm; p = 0.017) and demonstrated superior second-minute recovery (%Re 2′: 66.62 ± 14.08% vs. 34.53 ± 9.13%, p < 0.001). In contrast, the MR players exhibited higher VO2max (62.65 ± 4.48 vs. 60.06 ± 3.29 mL/kg/min; p = 0.017) and greater cardiorespiratory efficiency scores. The lactate parameters were comparable between the groups, except for the metabolic efficiency index (Index ME), which were favorable among the TR players (p = 0.011). These findings highlight that while MR players possess higher aerobic capacity, TR players demonstrate superior physiological recovery and metabolic control, reflecting adaptations to different tactical demands and match intensities. The results offer practical implications for individualized training design and performance monitoring in elite football settings.
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Research context

OpenAlex topics: Sports Performance and Training · Cardiovascular and exercise physiology · Cardiovascular Effects of Exercise

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Institute of Information Technologies, University of Kragujevac, 34000 Kragujevac, Serbia

Bioengineering Research and Development Center, 34000 Kragujevac, Serbia

Faculty of Sport and Physical Education, University of Nis, 18000 Nis, Serbia

Montenegrin Sports Academy, 81000 Podgorica, Montenegro

Department of Sports, Recreation and Wellness, Symbiosis International (Deemed University), Hyderabad Campus, Modallaguda (V), Nandigama (M), Rangareddy, Telangana 509217, India

Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, 11000 Beograd, Serbia

Faculty of Physical Education and Sport, Aurel Vlaicu University of Arad, 310010 Arad, Romania

References (86)

Show source-provided references
1. Applied physiology of soccer10.2165/00007256-198603010-00005 ↗
2. Matkovic, B.R., Jankovic, S., and Heimer, S. (1993). Physiological profile of top Croatian soccer players. Science and Football II, E&FN Spon.
3. Dolci, F., Hart, N.H., Kilding, A., Chivers, P., Piggott, B., and Spiteri, T. (2018). Movement economy in soccer: Current data and limitations. Sports, 6.10.3390/sports6040124 ↗
4. Strength and endurance of elite soccer players10.1097/00005768-199803000-00019 ↗
5. Physical fitness, injuries, and team performance in soccer10.1249/01.MSS.0000113478.92945.CA ↗
6. Contextual variables and time-motion analysis in soccer10.1055/s-0031-1271771 ↗
7. Analysis of high intensity activity in Premier League soccer10.1055/s-0028-1105950 ↗
8. Variation in top level soccer match performance10.1055/s-2007-965158 ↗
9. Energetics of high-intensity exercise (soccer) with particular reference to fatigue10.1080/026404197367263 ↗
10. Sports teams as superorganisms: Implications of sociobiological models of behaviour for research and practice in team sports performance analysis10.1007/BF03262285 ↗
11. Reilly, T. (2002). Assessment of the physiological capacity of elite soccer players. Science and Football IV, Routledge.
12. High-intensity activity profiles of elite soccer players at different performance levels10.1519/JSC.0b013e3181aeb1b3 ↗
13. Almeida, A.M.D., Santos Silva, P.R., Pedrinelli, A., and Hernandez, A.J. (2018). Aerobic fitness in professional soccer players after anterior cruciate ligament reconstruction. PLoS ONE, 13.10.1371/journal.pone.0194432 ↗
14. Physiological aspects of soccer refereeing performance and training10.2165/00007256-200737070-00006 ↗
15. Anthropometric and physiological predispositions for elite soccer10.1080/02640410050120050 ↗
16. Maximal aerobic power characteristics of male professional soccer players, 1989–201210.1123/ijspp.8.3.323 ↗
17. The examination of VO2max and anaerobic threshold values in elite soccer players by their positions
18. Endurance and strength training for soccer players: Physiological considerations10.2165/00007256-200434030-00003 ↗
19. Bénézet, J.M., and Hasler, H. (2016). Youth Football, FIFA Education and Technical Development Department. Available online: https://digitalhub.fifa.com/m/1b3da6976c9290aa/original/mxpozhvr2gjshmxrilpf-pdf.pdf.
20. Löllgen, H., Erdmann, E., and Gitt, A.K. (2010). Ergometrie. Belastungsuntersuchungen in Klinik und Praxis [Ergometry. Stress Tests in Clinic and Practice], Springer.10.1007/978-3-540-92730-3 ↗
21. Zur Beurteilung der sportartspezifischen Ausdauerleistungsfahigkeit [To assess sport-specific endurance performance]
22. Lactate kinetics and individual anaerobic threshold10.1055/s-2008-1034604 ↗
23. Lactate threshold and distance-running performance in young and older endurance athletes10.1152/jappl.1985.58.4.1281 ↗
24. The physiology of soccer with special reference to intense intermittent exercise
25. Physiology of soccer: An update10.2165/00007256-200535060-00004 ↗
26. Aerobic endurance training improves soccer performance10.1097/00005768-200111000-00019 ↗
27. Activity profile of competition soccer
28. Post competition blood lactate accumulation during a first league soccer season
29. Muscle and blood metabolites during a soccer game: Implications for sprint performance10.1249/01.mss.0000222845.89262.cd ↗
30. The relationship between aerobic fitness and recovery from high intensity intermittent exercise10.2165/00007256-200131010-00001 ↗
31. Effects of training on lactate production and removal during progressive exercise in humans10.1152/jappl.1992.72.5.1649 ↗
32. Blood lactate: Implications for training and sports performance10.2165/00007256-198603010-00003 ↗
33. Radaković, R., Katanić, B., Stanković, M., Masanovic, B., and Fišer, S.Ž. (2024). The Impact of Cardiorespiratory and Metabolic Parameters on Match Running Performance (MRP) in National-Level Football Players: A Multiple Regression Analysis. Appl. Sci., 14.10.3390/app14093807 ↗
34. Aquino, R., Gonçalves, L.G., Galgaro, M., Maria, T.S., Rostaiser, E., Pastor, A., Nobari, H., Garcia, G.R., Moraes-Neto, M.V., and Nakamura, F.Y. (2021). Match running performance in Brazilian professional soccer players: Comparisons between successful and unsuccessful teams. BMC Sports Sci. Med. Rehabil., 13.10.1186/s13102-021-00324-x ↗
35. Exploring the Anthropometric Profiles of Youth Footballers: Differences Between Players from Top and Bottom Teams in the Montenegrin First Cadet League10.26773/smj.250220 ↗
36. Brito de Souza, D., López-Del Campo, R., Blanco-Pita, H., Resta, R., and Del Coso, J. (2019). An extensive comparative analysis of successful and unsuccessful football teams in LaLiga. Front. Psychol., 10.10.3389/fpsyg.2019.02566 ↗
37. Soccer players training load during Estonian Premium League matches: Comparison of high and low ranking teams10.14198/jhse.2015.10.Proc1.47 ↗
38. Heart rate-index estimates aerobic metabolism in professional soccer players10.1016/j.jsams.2020.04.015 ↗
39. Season-to-season variations of physiological fitness within a squad of professional male soccer players
40. High-intensity running in English FA Premier League soccer matches10.1080/02640410802512775 ↗
41. Acceleration and sprint profiles of a professional elite football team in match play10.1080/17461391.2014.933879 ↗
42. Bibić, E., Barišić, V., Katanić, B., Chernozub, A., and Trajković, N. (2025). Acute Effects of Foam Rolling and Stretching on Physical Performance and Self-Perceived Fatigue in Young Football Players. J. FunctMorpho. Kinesiol., 10.10.3390/jfmk10010036 ↗
43. Differences in physical fitness among indoor and outdoor elite male soccer players10.1007/s00421-009-1040-7 ↗
44. Age-related differences in acceleration, maximum running speed, and repeated-sprint performance in young soccer players10.1080/02640414.2010.536248 ↗
45. World Medical Association (2013). World Medical Association Declaration of Helsinki: Ethical principles for medical research involving human subjects. JAMA, 310, 2191–2194.10.1001/jama.2013.281053 ↗
46. Eston, R.G., and Reilly, T. (2009). Kinanthropometry and Exercise Physiology Laboratory Manual: Exercise Physiology, Taylor & Francis.10.4324/9780203868744 ↗
47. Kolic, L. (2020). Utjecaj Protokola Testa Hodanja s Progresivnim Opterecenjem na Pokretnom Sagu na Pokazatelje Energetskih Kapaciteta [The Influence of the Walking Test Protocol with Progressive Load on a Moving Carpet on Indicators of Energy Capacities]. [Ph.D. Thesis, Faculty of Kinesiology, University of Zagreb].
48. Todorov, I. (2014). Efekti Specifičnog Treninga na Kardiorespiratornu Izdržljivost i Kontraktilni Potencijal Mišića Džudista [Effects of Specific Training on Cardiorespiratory Endurance and Muscle Contractile Potential of Judoka]. [Ph.D. Thesis, University of Nis].
49. Physical activity and the prevention of coronary heart disease
50. Comparing blood lactate values of three different handheld lactate analyzers to YSI 1500 lactate analyzer
51. Cohen, D. (1988). Statistical Power Analysis for the Behaviors Science, Lawrence Erlbaum Associates. [2nd ed.].
52. Apor, P. (2013). Successful formulae for fitness training. Science and Football (Routledge Revivals), Routledge.
53. Bangsbo, J. (1994). Fitness Training in Football—A Scientific Approach, HO and Storm.
54. Does aerobic performance define match running performance among professional soccer players? A position-specific analysis10.1080/15438627.2021.1888107 ↗
55. Match running performance of elite soccer players: VO2max and players position influences10.1519/JSC.0000000000002646 ↗
56. Sassi, R., Reilly, T., and Impellizzeri, F. (2005). A comparison of small-side games and interval training in elite professional soccer players. Science and Football V, Oxon.
57. Heart rate responses and technical comparison between small-vs. large-sided games in elite professional soccer10.1519/JSC.0b013e3181f0a8a3 ↗
58. The maximally attainable VO2 during exercise in humans: The peak vs. maximum issue10.1152/japplphysiol.00024.2003 ↗
59. Measurement of the maximum oxygen uptake VO2max: VO2peak is no longer acceptable10.1152/japplphysiol.01063.2016 ↗
60. Peak oxygen uptake and cardiovascular risk factors in 4631 healthy women and men10.1249/MSS.0b013e31820ca81c ↗
61. Heart-rate recovery immediately after exercise as a predictor of mortality10.1056/NEJM199910283411804 ↗
62. Heart rate recovery after submaximal exercise testing as a predictor of mortality in a cardiovascularly healthy cohort10.7326/0003-4819-132-7-200004040-00007 ↗
63. Heart rate recovery and treadmill exercise score as predictors of mortality in patients referred for exercise ECG10.1001/jama.284.11.1392 ↗
64. Heart rate recovery: Validation and methodologic issues10.1016/S0735-1097(01)01652-7 ↗
65. Validity of heart rate as an indicator of aerobic demand during soccer activities in amateur soccer players10.1007/s00421-004-1192-4 ↗
66. Niederseer, D., and Löllgen, H. (2020). Medical evaluation of athletes: Exercise testing. Textbook of Sports and Exercise Cardiology, Springer.10.1007/978-3-030-35374-2_10 ↗
67. A multidisciplinary approach to talent identification in soccer10.1080/02640410050120078 ↗
68. Anthropometric and fitness profiles of elite players in two football codes
69. Somatic, endurance performance and heart rate variability profiles of professional soccer players grouped according to age10.1515/hukin-2016-0035 ↗
70. Relationship between aerobic fitness and league positional ranking of clubs in a professional soccer league over three competitive seasons
71. Comparison of recovering times and aerobic capacity according to playing positions of elite football players
72. Alves, I.S., Kalva-Filho, C.A., Aquino, R., Travitzki, L., Tosim, A., Papoti, M., and Morato, M.P. (2018). Relationships between aerobic and anaerobic parameters with game technical performance in elite goalball athletes. Front. Physiol., 9.10.3389/fphys.2018.01636 ↗
73. The contribution of energy systems during 15-second sprint exercise in athletes of different sports specializations10.7717/peerj.17863 ↗
74. Psarras, I.I., and Bogdanis, G.C. (2024). Physiological responses and performance during an integrated high-intensity interval aerobic and power training protocol. Sports, 12.10.3390/sports12030076 ↗
75. Effects of High-Intensity Interval Training (HIIT) on Physical Performance in Female Team Sports: A Systematic Review10.1186/s40798-023-00623-2 ↗
76. The effects of high-intensity interval training versus moderate-intensity continuous training on athletes’ aerobic endurance performance parameters10.1007/s00421-024-05532-0 ↗
77. Physical and metabolic demands of training and match-play in the elite football player10.1080/02640410500482529 ↗
78. Big data and tactical analysis in elite soccer: Future challenges and opportunities for sports science10.1186/s40064-016-3108-2 ↗
79. An Investigation into the Relationship between Heart Rate Recovery in Small-Sided Games and Endurance Performance in Male, Semi-professional Soccer Players10.1186/s40798-020-00273-8 ↗
80. Lactate recovery kinetics in response to high-intensity exercises10.1007/s00421-016-3420-0 ↗
81. Hu, J., Cai, M., Shang, Q., Li, Z., Feng, Y., Liu, B., Xue, X., and Lou, S. (2021). Elevated lactate by high-intensity interval training regulates the hippocampal BDNF expression and the mitochondrial quality control system. Front. Physiol., 12.10.3389/fphys.2021.629914 ↗
82. Wiewelhove, T., Schneider, C., Schmidt, A., Döweling, A., Meyer, T., Kellmann, M., Pfeiffer, M., and Ferrauti, A. (2018). Active Recovery After High-Intensity Interval-Training Does Not Attenuate Training Adaptation. Front. Physiol., 9.10.3389/fphys.2018.00415 ↗
83. Blood lactate response to active recovery in athletes vs. non-athletes10.1007/s11332-021-00735-w ↗
84. Sengoku, Y., Shinno, A., Kim, J., Homoto, K., Nakazono, Y., Tsunokawa, T., Hirai, N., Nobue, A., and Ishikawa, M. (2024). The relationship between maximal lactate accumulation rate and sprint performance parameters in male competitive swimmers. Front. Sports Act. Living, 6.10.3389/fspor.2024.1483659 ↗
85. Arslanoglu, C., Celgin, G.S., Arslanoglu, E., Demirci, N., Karakas, F., Dogan, E., Cakaloglu, E., Sahin, F.N., and Kucuk, H. (2024). An effective method of aerobic capacity development: Combined training with maximal aerobic speed and small-sided games for amateur football players. Appl. Sci., 14.10.3390/app14199134 ↗
86. Ruddock, A., James, L., French, D., Rogerson, D., Driller, M., and Hembrough, D. (2021). High-Intensity Conditioning for Combat Athletes: Practical Recommendations. Appl. Sci., 11.10.3390/app112210658 ↗