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Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season

Year 2025, Volume: 27 Issue: 3, 480 - 489, 31.12.2025

Abstract

This study aimed to compare specific running performance metrics of teams competing in the Turkish Football Federation’s 2022-2023 Süper Lig and First Division (1st Lig). The sample included teams that finished the season at the top, middle, and bottom of each league: Galatasaray (top), Kasımpaşa FK (middle), and Ümraniyespor (bottom) from the Süper Lig, and Samsunspor (top), Bandırmaspor (middle), and Yeni Malatyaspor (bottom) from the 1st Lig. Data were collected using the OPTA analysis program and included total running distance, high-speed running distance, sprint distance, number of high-speed accelerations, sprint count, and maximum speed. SPSS version 26 was used for statistical analysis. One-way ANOVA and the Duncan post-hoc test were applied for intra-league comparisons, while independent t-tests were used for comparisons between leagues (p<0.05). Results showed that while total running distance did not differ significantly among 1st Lig teams, other variables showed significant differences (p<0.05). In the Süper Lig, total distance, high-speed distance, and high-speed accelerations were similar, but sprint-related metrics differed (p<0.05). Overall, Süper Lig teams displayed superior running performance compared to 1st Lig teams, and within each league, higher-ranked teams demonstrated better performance than those ranked lower.

References

  • 1. Andrzejewski M, Chmura J, Pluta B, Konarski JM. Sprinting activities and distance covered by top level Europa league soccer players. International Journal of Sports Science & Coaching, 2015;10(1):39-50. http://dx.doi.org/10.1260/1747-9541.10.1.39
  • 2. Atasever G, Kıyıcı F. Analysis of Match Performance Indicators of Women Soccer Players in World Cups. The Online Journal of Recreation and Sports, 2023;12(4): 824-828. https://doi.org/10.22282/tojras.1352608.
  • 3. Barnes C, Archer D, Hogg B, Bush M, Bradley P.The evolution of physical and technical performance parameters in the English Premier League. Intarnational Journal of Sports Medicine, 2014;35(13):1095–100. https://doi.org/10.1055/s-0034-1375695
  • 4. Bradley P, Evans M, Laws A, Ade J.‘Context is King’when interpreting match physical performances. Football Medic & Scientist, 2018;42–45.
  • 5. Bradley PS, Ade JD. Are current physical match performance metrics in elite soccer fit for purpose or is the adoption of an integrated approach needed? International Journal of Sports Physiology and Performance, 2018;13(5):656–64. https://doi.org/10.1123/ijspp.2017-0433
  • 6. Bush M, Barnes C, Archer DT, Hogg B, Bradley PS. Evolution of match performance parameters for various playing positions in the English Premier League. Human Movement Science. 2015;39:1–11. https://doi.org/10.1016/j.humov.2014.10.003
  • 7. Caldbeck P, Dos’ Santos T. A classification of specific movement skills and patterns during sprinting in English Premier League soccer. PloS one, 2022;17(11): e0277326. https://doi.org/10.1371/journal.pone.0277326
  • 8. Chmura P, Konefał M, Chmura J, et al. Match outcome and running performance in different intensity ranges among elite soccer players. Biology of Sport, 2018; 35(2):197-203. https://doi.org/10.5114/biolsport.2018.74196
  • 9. Chmura P, Oliva-Lozano JM, Muyor JM. Physical performance indicators and team success in the German soccer league. Journal of Human Kinetics, 2022;83(1):257-265. https://doi.org/10.2478/hukin-2022-0099.
  • 10. Dellal A, Chamari K, Wong DP, et al. Comparison of physical and technical performance in European soccer match-play: FA Premier League and La Liga. European Journal of Sport Science, 2011; 11(1):51-59. doi: 10.1080/17461391.2010.481334
  • 11. Di Salvo V, Gregson W, Atkinson G, Tordoff P, Drust B. Analysis of high intensity activity in Premier League soccer. International Journal of Sports Medicine, 2009;30(3): 205-212. https://doi.org/10.1055/s-0028-1105950.
  • 12. Di Salvo V, Pigozzi F, Gonzalez-Haro C, Laughlin MS, De Witt JK.Match performance comparison in top English soccer leagues. International Journal of Sports Medicine, 2013; 34(6):526-532. https://doi.org/10.1055/s-0032-1327660.
  • 13. Evangelos B, Aristotelis G, Ioannis G, Stergios K, Foteini A. Winners and losers in top level soccer. How do they differ?. Journal of Physical Education and Sport, 2014;14(3):398-405. http://dx.doi.org/10.7752/jpes.2014.03061.
  • 14. Faude O, Koch T, Meyer T. Straight sprinting is the most frequent action in goal situations in professional football. Journal of Sports Sciences, 2012;30(7):625–31. https://doi.org/10.1080/02640414.2012.665940
  • 15. Ferrandis J, Coso J, Moreno-Pérez V, López-Del Campo R, Resta R, González-Rodenas J. Changes in physical and technical match performance variables in football players promoted from the Spanish Second Division to the First Division. Biology of Sport, 2024;41(1):217-225.https://doi.org/10.5114/biolsport.2024.127386.
  • 16. Forsman H, Blomqvist M, Davids K, Liukkonen J, Konttinen N. Identifying technical, physiological, tactical and psychological characteristics that contribute to career progression in soccer. International Journal of Sports Science & Coaching. 2016;11(4):505–513. doi:10.1177/1747954116655051.
  • 17. Gualtieri A, Rampinini E, Dello Iacono A, Beato M. High-speed running and sprinting in professional adult soccer: current thresholds definition, match demands and training strategies. A systematic review. Frontiers in Sports and Active Living, 2023; 5: 1116293. https://doi.org/10.3389/fspor.2023.1116293
  • 18. Harrop K, Nevill A. Performance indicators that predict success in an English professional League One soccer team. International Journal of Performance Analysis in Sport, 2014;14(3):907-920. http://dx.doi.org/10.1080/24748668.2014.11868767.
  • 19. Ju W, Doran D, Hawkins R, Evans M, Laws A, Bradley P. Contextualised high-intensity running profiles of elite football players with reference to general and specialised tactical roles. Biology of Sport, 2022; 40(1):291–301. https://doi.org/10.5114/biolsport.2023.116003
  • 20. Linke D, Link D, Weber H, Lames M. Decline in Match Running Performance in Football is affected by an Increase in Game Interruptions. Journal of Sports Science & Medicine, 2018;17(4):662–667.
  • 21. Martínez-Hernández D, Quinn M, Jones P. Linear advancing actions followed by deceleration and turn are the most common movements preceding goals in male professional soccer. Science and Medicine in Football, 2023; 7(1): 25-33. https://doi.org/10.1080/24733938.2022.2030064
  • 22. Mernagh D, Weldon A, Wass J, et al. A Comparison of Match Demands Using Ball-in-Play versus Whole Match Data in Professional Soccer Players of the English Championship. Sports, 2021; 9(6):76. doi:10.3390/sports9060076
  • 23. Mitrotasios M, Gonzalez-Rodenas J, Armatas V, Aranda R. The creation of goal scoring opportunities in professional soccer. tactical differences between spanish la liga, english premier league, german bundesliga and italian serie A. International Journal of Performance Analysis in Sport, 2019; 19(3): 452-465. http://dx.doi.org/10.1080/24748668.2019.1618568
  • 24. Nassis GP, Massey A, Jacobsen P, et al. Elite football of 2030 will not be the same as that of 2020: Preparing players, coaches, and support staff for the evolution. Scandinavian Journal of Medicine & Science in Sports, 2020; 30(6):962-964. https://doi.org/10.1111/sms.13681
  • 25. Novak AR, Impellizzeri FM, Trivedi A, Coutts AJ, McCall A. Analysis of the worst-case scenarios in an elite football team: Towards a better understanding and application. Journal of Sports Sciences, 2021; 39(16):1850–1859. https://doi.org/10.1080/02640414.2021.1902138
  • 26. Oliva-Lozano JM, Rojas-Valverde D, Gómez-Carmona CD, Fortes V, Pino J. Worst case scenario match analysis and contextual variables in professional soccer players: a longitudinal study. Biology of Sport, 2020; 37(4):429-436. doi: 10.5114/biolsport.2020.97067
  • 27. Poli R, Besson R, Ravenel, L. Analysis of the distances covered in professional football competitions. 2021.
  • 28. Pons E, Ponce-Bordón JC, Díaz-García J, et al. A longitudinal exploration of match running performance during a football match in the Spanish La Liga: a four-season study. International Journal of Environmental Research and Public Health, 2021;18(3):1133. doi: 10.3390/ijerph18031133
  • 29. Rampinini E, Coutts AJ, Castagna C, Sassi R, Impellizzeri FM. Variation in top level soccer match performance. International Journal of Sports Medicine, 2007;28(12):1018-1024. https://doi.org/10.1055/s-2007-965158
  • 30. Sarmento H, Marcelino R, Anguera MT, Campaniço J, Matos N, Leitão JC. Match analysis in football: a systematic review. Journal of Sports Science, 2014;32(20):1831–1843. doi:10.1080/02640414.2014.898852
  • 31. Schuermans J, Van Tiggelen D, Palmans T, Danneels L, Witvrouw E. Deviating running kinematics and hamstring injury susceptibility in male soccer players: Cause or consequence? Gait Posture, 2017; 57: 270–277. https://doi.org/10.1016/j.gaitpost.2017.06.268
  • 32. Siegle M, Lames M. Game interruptions in elite soccer. Journal of Sports Science. 2012;30(7):619–24. doi:10.1080/02640414.2012.667877
  • 33. Souza D, López-Del Campo R, Blanco-Pita H, Resta R, Del Coso J. Association of match running performance with and without ball possession to football performance. International Journal of Performance Analysis in Sport, 2020; 20(20):1–12. http://dx.doi.org/10.1080/24748668.2020.1762279
  • 34. Sweeting AJ, Cormack SJ, Morgan S, Aughey RJ. When is a sprint a sprint? A review of the analysis of team-sport athlete activity profile. Frontiers in Physiology, 2017;8:432. https://doi.org/10.3389/fphys.2017.00432
  • 35. Teixeira JE, Forte P, Ferraz R, et al. Methodological procedures for non-linear analyses of physiological and behavioural data in football. Exercise Physiology, 2022:1–25. https://doi.org/10.5772/intechopen.102577
  • 36. Wass J, Mernagh D, Pollard B, et al. A comparison of match demands using ball-in-play vs. whole match data in elite male youth soccer players. Science and Medicine in Football, 2020;4(2):142–7. doi:10.1080/24733938.2019.1682183
  • 37. Zhao Y, Zhang H. Effective playing time in the Chinese Super League. International Journal of Sports Science & Coaching, 2021;16(2):398–406. doi:10.1177/1747954120965751
  • 38. Kavanagh, R., Di Michele, R., Oliveira, R., McDaid, K., Rhodes, D., & Morgans, R. (2024). The relationships between distances covered above generic and relative speed thresholds by male soccer players in English Premier League matches across two competitive seasons. The effects of positional demands and possession. Biology of Sport, 41(4), 77-86. doi:/10.5114/biolsport.2024.135416.

Türkiye Profesyonel Futbol Liglerinde Koşu Performansı: 2022–2023 Sezonu Süper Lig ve 1. Lig Takımlarının Karşılaştırmalı Analizi

Year 2025, Volume: 27 Issue: 3, 480 - 489, 31.12.2025

Abstract

Bu çalışma, Türkiye Futbol Federasyonu’nun 2022-2023 sezonunda Süper Lig ve 1. Lig’de (Birinci Lig) mücadele eden takımların belirli koşu performansı değişkenlerini karşılaştırmayı amaçlamıştır. Örneklem, her iki ligde sezonu üst, orta ve alt sıralarda tamamlayan takımları içermektedir: Süper Lig’den Galatasaray (üst sıra), Kasımpaşa FK (orta sıra) ve Ümraniyespor (alt sıra); 1. Lig’den ise Samsunspor (üst sıra), Bandırmaspor (orta sıra) ve Yeni Malatyaspor (alt sıra) çalışmaya dahil edilmiştir.

Veriler OPTA analiz programı kullanılarak toplanmış olup; toplam koşu mesafesi, yüksek hızlı koşu mesafesi, sprint mesafesi, yüksek hızlı ivmelenme sayısı, sprint sayısı ve maksimum hız değişkenlerini içermektedir. İstatistiksel analizlerde SPSS sürüm 26 kullanılmıştır. Lig içi karşılaştırmalarda tek yönlü ANOVA ve Duncan post-hoc testi, ligler arası karşılaştırmalarda ise bağımsız örneklem t-testi uygulanmıştır (p<0.05).

Sonuçlara göre, 1. Lig takımları arasında toplam koşu mesafesi anlamlı bir farklılık göstermemekle birlikte diğer tüm değişkenlerde anlamlı farklar tespit edilmiştir (p<0.05). Süper Lig’de ise toplam mesafe, yüksek hızlı koşu mesafesi ve yüksek hızlı ivmelenme sayıları benzer bulunurken, sprintle ilgili değişkenler arasında anlamlı farklılıklar gözlemlenmiştir (p<0.05). Genel olarak, Süper Lig takımlarının 1. Lig takımlarına kıyasla daha yüksek koşu performansı sergilediği; her iki lig içerisinde de üst sıralardaki takımların alt sıralardaki takımlara göre daha iyi performans gösterdiği belirlenmiştir.

References

  • 1. Andrzejewski M, Chmura J, Pluta B, Konarski JM. Sprinting activities and distance covered by top level Europa league soccer players. International Journal of Sports Science & Coaching, 2015;10(1):39-50. http://dx.doi.org/10.1260/1747-9541.10.1.39
  • 2. Atasever G, Kıyıcı F. Analysis of Match Performance Indicators of Women Soccer Players in World Cups. The Online Journal of Recreation and Sports, 2023;12(4): 824-828. https://doi.org/10.22282/tojras.1352608.
  • 3. Barnes C, Archer D, Hogg B, Bush M, Bradley P.The evolution of physical and technical performance parameters in the English Premier League. Intarnational Journal of Sports Medicine, 2014;35(13):1095–100. https://doi.org/10.1055/s-0034-1375695
  • 4. Bradley P, Evans M, Laws A, Ade J.‘Context is King’when interpreting match physical performances. Football Medic & Scientist, 2018;42–45.
  • 5. Bradley PS, Ade JD. Are current physical match performance metrics in elite soccer fit for purpose or is the adoption of an integrated approach needed? International Journal of Sports Physiology and Performance, 2018;13(5):656–64. https://doi.org/10.1123/ijspp.2017-0433
  • 6. Bush M, Barnes C, Archer DT, Hogg B, Bradley PS. Evolution of match performance parameters for various playing positions in the English Premier League. Human Movement Science. 2015;39:1–11. https://doi.org/10.1016/j.humov.2014.10.003
  • 7. Caldbeck P, Dos’ Santos T. A classification of specific movement skills and patterns during sprinting in English Premier League soccer. PloS one, 2022;17(11): e0277326. https://doi.org/10.1371/journal.pone.0277326
  • 8. Chmura P, Konefał M, Chmura J, et al. Match outcome and running performance in different intensity ranges among elite soccer players. Biology of Sport, 2018; 35(2):197-203. https://doi.org/10.5114/biolsport.2018.74196
  • 9. Chmura P, Oliva-Lozano JM, Muyor JM. Physical performance indicators and team success in the German soccer league. Journal of Human Kinetics, 2022;83(1):257-265. https://doi.org/10.2478/hukin-2022-0099.
  • 10. Dellal A, Chamari K, Wong DP, et al. Comparison of physical and technical performance in European soccer match-play: FA Premier League and La Liga. European Journal of Sport Science, 2011; 11(1):51-59. doi: 10.1080/17461391.2010.481334
  • 11. Di Salvo V, Gregson W, Atkinson G, Tordoff P, Drust B. Analysis of high intensity activity in Premier League soccer. International Journal of Sports Medicine, 2009;30(3): 205-212. https://doi.org/10.1055/s-0028-1105950.
  • 12. Di Salvo V, Pigozzi F, Gonzalez-Haro C, Laughlin MS, De Witt JK.Match performance comparison in top English soccer leagues. International Journal of Sports Medicine, 2013; 34(6):526-532. https://doi.org/10.1055/s-0032-1327660.
  • 13. Evangelos B, Aristotelis G, Ioannis G, Stergios K, Foteini A. Winners and losers in top level soccer. How do they differ?. Journal of Physical Education and Sport, 2014;14(3):398-405. http://dx.doi.org/10.7752/jpes.2014.03061.
  • 14. Faude O, Koch T, Meyer T. Straight sprinting is the most frequent action in goal situations in professional football. Journal of Sports Sciences, 2012;30(7):625–31. https://doi.org/10.1080/02640414.2012.665940
  • 15. Ferrandis J, Coso J, Moreno-Pérez V, López-Del Campo R, Resta R, González-Rodenas J. Changes in physical and technical match performance variables in football players promoted from the Spanish Second Division to the First Division. Biology of Sport, 2024;41(1):217-225.https://doi.org/10.5114/biolsport.2024.127386.
  • 16. Forsman H, Blomqvist M, Davids K, Liukkonen J, Konttinen N. Identifying technical, physiological, tactical and psychological characteristics that contribute to career progression in soccer. International Journal of Sports Science & Coaching. 2016;11(4):505–513. doi:10.1177/1747954116655051.
  • 17. Gualtieri A, Rampinini E, Dello Iacono A, Beato M. High-speed running and sprinting in professional adult soccer: current thresholds definition, match demands and training strategies. A systematic review. Frontiers in Sports and Active Living, 2023; 5: 1116293. https://doi.org/10.3389/fspor.2023.1116293
  • 18. Harrop K, Nevill A. Performance indicators that predict success in an English professional League One soccer team. International Journal of Performance Analysis in Sport, 2014;14(3):907-920. http://dx.doi.org/10.1080/24748668.2014.11868767.
  • 19. Ju W, Doran D, Hawkins R, Evans M, Laws A, Bradley P. Contextualised high-intensity running profiles of elite football players with reference to general and specialised tactical roles. Biology of Sport, 2022; 40(1):291–301. https://doi.org/10.5114/biolsport.2023.116003
  • 20. Linke D, Link D, Weber H, Lames M. Decline in Match Running Performance in Football is affected by an Increase in Game Interruptions. Journal of Sports Science & Medicine, 2018;17(4):662–667.
  • 21. Martínez-Hernández D, Quinn M, Jones P. Linear advancing actions followed by deceleration and turn are the most common movements preceding goals in male professional soccer. Science and Medicine in Football, 2023; 7(1): 25-33. https://doi.org/10.1080/24733938.2022.2030064
  • 22. Mernagh D, Weldon A, Wass J, et al. A Comparison of Match Demands Using Ball-in-Play versus Whole Match Data in Professional Soccer Players of the English Championship. Sports, 2021; 9(6):76. doi:10.3390/sports9060076
  • 23. Mitrotasios M, Gonzalez-Rodenas J, Armatas V, Aranda R. The creation of goal scoring opportunities in professional soccer. tactical differences between spanish la liga, english premier league, german bundesliga and italian serie A. International Journal of Performance Analysis in Sport, 2019; 19(3): 452-465. http://dx.doi.org/10.1080/24748668.2019.1618568
  • 24. Nassis GP, Massey A, Jacobsen P, et al. Elite football of 2030 will not be the same as that of 2020: Preparing players, coaches, and support staff for the evolution. Scandinavian Journal of Medicine & Science in Sports, 2020; 30(6):962-964. https://doi.org/10.1111/sms.13681
  • 25. Novak AR, Impellizzeri FM, Trivedi A, Coutts AJ, McCall A. Analysis of the worst-case scenarios in an elite football team: Towards a better understanding and application. Journal of Sports Sciences, 2021; 39(16):1850–1859. https://doi.org/10.1080/02640414.2021.1902138
  • 26. Oliva-Lozano JM, Rojas-Valverde D, Gómez-Carmona CD, Fortes V, Pino J. Worst case scenario match analysis and contextual variables in professional soccer players: a longitudinal study. Biology of Sport, 2020; 37(4):429-436. doi: 10.5114/biolsport.2020.97067
  • 27. Poli R, Besson R, Ravenel, L. Analysis of the distances covered in professional football competitions. 2021.
  • 28. Pons E, Ponce-Bordón JC, Díaz-García J, et al. A longitudinal exploration of match running performance during a football match in the Spanish La Liga: a four-season study. International Journal of Environmental Research and Public Health, 2021;18(3):1133. doi: 10.3390/ijerph18031133
  • 29. Rampinini E, Coutts AJ, Castagna C, Sassi R, Impellizzeri FM. Variation in top level soccer match performance. International Journal of Sports Medicine, 2007;28(12):1018-1024. https://doi.org/10.1055/s-2007-965158
  • 30. Sarmento H, Marcelino R, Anguera MT, Campaniço J, Matos N, Leitão JC. Match analysis in football: a systematic review. Journal of Sports Science, 2014;32(20):1831–1843. doi:10.1080/02640414.2014.898852
  • 31. Schuermans J, Van Tiggelen D, Palmans T, Danneels L, Witvrouw E. Deviating running kinematics and hamstring injury susceptibility in male soccer players: Cause or consequence? Gait Posture, 2017; 57: 270–277. https://doi.org/10.1016/j.gaitpost.2017.06.268
  • 32. Siegle M, Lames M. Game interruptions in elite soccer. Journal of Sports Science. 2012;30(7):619–24. doi:10.1080/02640414.2012.667877
  • 33. Souza D, López-Del Campo R, Blanco-Pita H, Resta R, Del Coso J. Association of match running performance with and without ball possession to football performance. International Journal of Performance Analysis in Sport, 2020; 20(20):1–12. http://dx.doi.org/10.1080/24748668.2020.1762279
  • 34. Sweeting AJ, Cormack SJ, Morgan S, Aughey RJ. When is a sprint a sprint? A review of the analysis of team-sport athlete activity profile. Frontiers in Physiology, 2017;8:432. https://doi.org/10.3389/fphys.2017.00432
  • 35. Teixeira JE, Forte P, Ferraz R, et al. Methodological procedures for non-linear analyses of physiological and behavioural data in football. Exercise Physiology, 2022:1–25. https://doi.org/10.5772/intechopen.102577
  • 36. Wass J, Mernagh D, Pollard B, et al. A comparison of match demands using ball-in-play vs. whole match data in elite male youth soccer players. Science and Medicine in Football, 2020;4(2):142–7. doi:10.1080/24733938.2019.1682183
  • 37. Zhao Y, Zhang H. Effective playing time in the Chinese Super League. International Journal of Sports Science & Coaching, 2021;16(2):398–406. doi:10.1177/1747954120965751
  • 38. Kavanagh, R., Di Michele, R., Oliveira, R., McDaid, K., Rhodes, D., & Morgans, R. (2024). The relationships between distances covered above generic and relative speed thresholds by male soccer players in English Premier League matches across two competitive seasons. The effects of positional demands and possession. Biology of Sport, 41(4), 77-86. doi:/10.5114/biolsport.2024.135416.
There are 38 citations in total.

Details

Primary Language English
Subjects Sports Training
Journal Section Research Article
Authors

Ahmet Bayrak 0000-0001-7854-6407

Coşkun Peker 0000-0002-9526-4580

Abdullah Bakum 0000-0001-7426-9537

Evrensel Heper 0000-0002-3671-4393

Submission Date May 1, 2025
Acceptance Date December 13, 2025
Publication Date December 31, 2025
Published in Issue Year 2025 Volume: 27 Issue: 3

Cite

APA Bayrak, A., Peker, C., Bakum, A., Heper, E. (2025). Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season. Turkish Journal of Sport and Exercise, 27(3), 480-489. https://doi.org/10.15314/tsed.1688674
AMA Bayrak A, Peker C, Bakum A, Heper E. Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season. Turk J Sport Exe. December 2025;27(3):480-489. doi:10.15314/tsed.1688674
Chicago Bayrak, Ahmet, Coşkun Peker, Abdullah Bakum, and Evrensel Heper. “Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season”. Turkish Journal of Sport and Exercise 27, no. 3 (December 2025): 480-89. https://doi.org/10.15314/tsed.1688674.
EndNote Bayrak A, Peker C, Bakum A, Heper E (December 1, 2025) Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season. Turkish Journal of Sport and Exercise 27 3 480–489.
IEEE A. Bayrak, C. Peker, A. Bakum, and E. Heper, “Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season”, Turk J Sport Exe, vol. 27, no. 3, pp. 480–489, 2025, doi: 10.15314/tsed.1688674.
ISNAD Bayrak, Ahmet et al. “Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season”. Turkish Journal of Sport and Exercise 27/3 (December2025), 480-489. https://doi.org/10.15314/tsed.1688674.
JAMA Bayrak A, Peker C, Bakum A, Heper E. Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season. Turk J Sport Exe. 2025;27:480–489.
MLA Bayrak, Ahmet et al. “Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season”. Turkish Journal of Sport and Exercise, vol. 27, no. 3, 2025, pp. 480-9, doi:10.15314/tsed.1688674.
Vancouver Bayrak A, Peker C, Bakum A, Heper E. Running Performance in Turkish Professional Football Leagues: A Comparative Analysis of Süper Lig and 1st League Teams in the 2022–2023 Season. Turk J Sport Exe. 2025;27(3):480-9.

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