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Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi ve Türkiye Süper Liginin Değerlendirilmesi

Yıl 2024, Cilt: 6 Sayı: 1, 28 - 42, 31.03.2024
https://doi.org/10.47778/ejsse.1398553

Öz

Avrupa’nın beş majör ligi İngiltere PrmLig, Almanya BLiga, İspanya LaLiga, İtalya Serie-A ve Fransa Ligue-1 olarak kabul edilmektedir. Bu araştırmanın amacı, 2017-2018 futbol sezonunda Türkiye Süper Ligi ile 5 majör ligde kaydedilen gollerin analizini gerçekleştirmektir. Tslig (306), Bliga (306), Prmlig (380), Laliga (380), Ligue-1 (380) ve Serie-A'da (380) olmak üzere toplam 2132 maç analiz edildi. Sezon boyunca tüm Avrupa liglerinde ve her bir lig özelinde kaydedilen toplam ve ortalama gol değerleri, maçın ilk ve ikinci yarılarında, 15 dakikalık klasik zaman dilimlerinde ve uzatma dakikalarında kaydedilen goller (45dk+ ve 90dk+) kayıt altına alındı. Tanımlayıcı istatistik kullanılarak ortalama, frekans ve yüzde dağılımları ortaya konuldu. Ligler arası analizler için Kruskal Wallis testi uygulandı. Gruplar arası fark varsa Bonferroni düzeltmesi yapılarak Dunn Testi gerçekleştirildi. Araştırmanın sonucunda; TsLig (906gol), BLiga (855gol), PrmLig (1018gol), LaLiga (1024gol), Ligue-1 (1017gol) ve Serie-A’da (1033 gol) olmak üzere toplam 5853 gol kaydedildi. Gol ortalamasının en yüksek olduğu ligin TsLig olduğu tespit edilirken (2,96/maç); Gollerin %56’lık bölümü maçların ikinci yarılarında gerçekleşmiştir (p<0.001). Klasik periyotlamalara göre en fazla gol ise 76 dk - maç sonu diliminde gerçekleşmiştir (%23). Liglerin tümünde gollerin %7,4’lük bölümü ilk ve ikinci devrelerin uzatma dakikalarında atıldı (413gol). Türkiye Süper Ligi 100 gol ile hem her iki devrenin sonlarında hem de uzatma dakikalarının toplamında en çok gol kaydedilen lig oldu. Bu durum özellikle oyuncuların fiziksel kapasitelerinin yetersizliğine ve maç sonunda olası konsantrasyon kayıplarına bağlanabilir.

Kaynakça

  • Acar, M., Yapicioglu, B., Arikan, N., Yalcin, S., Ates, N., & Ergun, M. (2008). Analysis of goals scored in the 2006 World Cup. İçinde T. Reilly ve F. Korkusuz (Eds.), Science and football VI (pp. 261-268). Routledge.
  • Alberti, G., Iaia, F. M., Arcelli, E., Cavaggioni, L., & Rampinini, E. (2013). Goal scoring patterns in major European soccer leagues. Sport Sciences for Health, 9(3), 151-153. https://doi.org/10.1007/s11332-013-0154-9
  • Armatas, V., Yiannakos, A., Papadopoulou, S., & Skoufas, D. (2009). Evaluation of goals scored in top ranking soccer matches: Greek “Super League” 2006-07. Serbian Journal of Sports Sciences, 3(1), 39-43, Article 156513292.
  • Armatas, V., Yiannakos, A., & Sileloglou, P. (2007). Relationship between time and goal scoring in soccer games: Analysis of three World Cups. International Journal of Performance Analysis in Sport, 7(2), 48-58. https://doi.org/10.1080/24748668.2007.11868396
  • Bamplekis, C., Michailidis, Y., Margonis, K., Kyranoudis, A., Zelenitsas, C., & Metaxas, T. (2021). Goal analysis of the entire Italian National League Serie A. Human Movement, 23(2), 104-111. https://doi.org/10.5114/hm.2021.106172
  • Baskaya, G. (2023). 2022 Kadınlar Avrupa Futbol Şampiyonası: Gol Analizi: Betimsel Araştırma. Turkiye Klinikleri Journal of Sports Sciences, 15(1), 42-51. https://doi.org/10.5336/sportsci.2022-92891
  • Beinsports. (2019, Şubat 10). Özetler ve goller. https://beinsports.com.tr/mac-ozetleri-goller/super-lig
  • Carling, C., Reilly, T., & Williams, A. M. (2009). Performance assessment for field sports. Routledge. https://doi.org/10.4324/9780203890691
  • Carling, C., Williams, A. M., & Reilly, T. (2005). Handbook of soccer match analysis: A systematic approach to improving performance. Routledge. https://doi.org/10.4324/9780203448625
  • Charalampos, M., Yiannis, M., Michalis, M., & Zisis, P. (2013). Analysis of goal scored in the UEFA champions league in the period 2009-2010. Serbian Journal of Sports Sciences, 7(2), 51-55, Article 199707660.
  • Çaparlar, C. ve Dönmez, A. (2016). What is Scientific Research and How Can it be Done? Turk J Anaesthesiol Reanim, 44(4), 212-218. https://doi.org/10.5152/tjar.2016.34711
  • Çobanoglu, H. O. (2019). Analysis of Goal Scored on Russia World Cup 2018. Journal of Education and Training Studies, 7(2), 184-191. https://doi.org/10.11114/jets.v7i2.3998
  • Çobanoğlu, H. O., ve Terekli, M. S. (2018). 2016 Avrupa Futbol Şampiyonası: Gol Analizi. Turkiye Klinikleri Journal of Sports Sciences, 10(3). https://doi.org/10.5336/sportsci.2018-61913
  • Ertetik, G., ve Müniroğlu, R. S. (2021). Avrupa kupalarına katılan Türk futbol takımlarının maçlarının teknik ve taktik açıdan analizi. SPORMETRE Beden Eğitimi ve Spor Bilimleri Dergisi, 19(1), 156-163. https://doi.org/10.33689/spormetre.779682
  • Evangelos, B., Gioldasis, A., Ioannis, G. & Georgia, A. (2018). Relationship between time and goal scoring of European soccer teams with different league ranking. Journal of Human Sport and Exercise, 13(3). https://doi.org/10.14198/jhse.2018.133.04
  • Gürkan, O., Ertetik, G., ve Müniroğlu, S. (2017). Analysis of goals scored in UEFA champions league by the time periods. International Journal of Sport Culture and Science, 5(3), 140-147. https://doi.org/10.14486/IntJSCS660
  • Gürkan, O., Ertetik, G. ve Müniroğlu, S. (2018). An examination of goals in the Turkish Super League according to time periods and scoring types Türkiye Süper Liginde atılan gollerin zaman dilimlerine ve türlerine göre incelenmesi. Journal of Human Sciences, 15(1), 499-508. https://doi.org/10.14687/jhs.v15i1.4785
  • İmamoğlu, O., Çebi, M., ve Eliöz, M. (2011). Dünya kupasında gollerin teknik ve taktik kriterlere göre analizi. Türkiye Kickboks Federasyonu Spor Bilimleri Dergisi, 4(2).
  • Işıkdemir, E., Özkürkçü, S., ve Özer, S. C. (2023). Technical analysis of goals scored in 3 different european leagues in The 2020-2021 Football Season. Spor Bilimleri Araştırmaları Dergisi, 8(3), 458-472. https://doi.org/10.25307/jssr.1292528
  • Kubayi, A. (2020). Analysis of goal scoring patterns in the 2018 FIFA World Cup. Journal of human kinetics, 71(1), 205-210. https://doi.org/10.2478/hukin-2019-0084
  • Kubayi, A., & Larkin, P. (2022). Match performance variables that differentiated between qualified and eliminated teams in the group stages of the 2018 FIFA World Cup. German Journal of Exercise and Sport Research, 52(1), 105-109. https://doi.org/10.1007/s12662-021-00744-4
  • Leite, W. (2017). Temporal analysis of goals scored in European football leagues. International Journal of Yogic, Human Movement and Sports Sciences, 2(1), 33-36.
  • Lepschy, H., Woll, A., & Wäsche, H. (2021). Success factors in the FIFA 2018 world cup in Russia and FIFA 2014 world cup in Brazil. Frontiers in Psychology, 12, 638690. https://doi.org/10.3389/fpsyg.2021.638690
  • Michailidis, Y., Mandroukas, A., Vardakis, L., & Metaxas, T. (2018). Evaluation of the goals scoring patterns and the relation between time and goal scoring of four UEFA champions league tournaments. Journal of Human Sport and Exercise, 8(2), 329-336. https://doi.org/10.22190/FUPES180825029M
  • Michailidis, Y., Michailidis, C., & Primpa, E. (2013). Analysis of goals scored in European Championship 2012. Journal of Human Sport and Exercise 8(2), 367-375. https://doi.org/10.4100/jhse.2012.82.05
  • Njororai, W. W. S. (2004). Analysis of the goals scored at the 17th World Cup Soccer tournament in South Korea-Japan 2002. African Journal for Physical Activity and Health Sciences, 10(4), 326-332. https://doi.org/10.4314/AJPHERD.V10I4.24678
  • Njororai, W. W. S. (2013). Analysis of goals scored in the 2010 world cup soccer tournament held in South Africa. Journal of Physical Education and Sport, 13( 1), 6-13. https://doi.org/DOI:10.7752/jpes.2013.01002
  • Njororai, W. W. S. (2014). Timing of goals scored in selected european and South American Football Leagues, FIFA and UEFA tournaments and the critical phases of a match. International Journal of Sports Science & Coaching, 4(6A), 56-64. https://doi.org/10.5923/s.sports.201401.08
  • Stafylidis, A., Michailidis, Y., Mandroukas, A., Gissis, I., & Metaxas, T. (2022). Analysis of goal scoring and performance indicators in the 2020-2021 Greek soccer league. Journal of Physical Education and Sport, 22(1), 91-99. https://doi.org/10.7752/jpes.2022.01011
  • Wulf, G., McConnel, N., Gärtner, M., & Schwarz, A. (2002). Enhancing the learning of sport skills through external-focus feedback. Journal of motor behavior, 34(2), 171-182. https://doi.org/10.1080/00222890209601939
  • Yapıcıoğlu, B., ve Acar, M. F. (2006). 2002 Futbol dünya kupasında latin ve avrupa ekollerinin bilgisayarlı maç analiz programıyla incelenmesi. Performans, 12(3), 19-30.
  • Yiannakos, A., & Armatas, V. (2006). Evaluation of the goal scoring patterns in European Championship in Portugal 2004. International Journal of Performance Analysis in Sport, 6(1), 178-188. https://doi.org/10.1080/24748668.2006.11868366
  • Yue, Z., Broich, H., & Mester, J. (2014). Statistical analysis for the soccer matches of the first Bundesliga. International Journal of Sports Science & Coaching, 9(3), 553-560. https://doi.org/10.1260/1747-9541.9.3.553

Analysis of Goals Scored in Soccer by Time Periods: Evaluation of Five Major European Leagues and Türkiye Super League

Yıl 2024, Cilt: 6 Sayı: 1, 28 - 42, 31.03.2024
https://doi.org/10.47778/ejsse.1398553

Öz

The five major leagues of Europe are considered as the English-Premier League, German-Bliga, Spanish-Laliga, Italian-Serie-A and French-Ligue-1. The aim of this study is to analyze the goals scored in the Turkish Super League and the five major leagues in the 2017-2018 football season. A total of 2132 matches were analyzed in Tslig (306), Bliga (306), Prmlig (380), Laliga (380), Ligue-1 (380) and Serie-A (380). The total and average goals scored throughout the season in all European leagues and for each individual league, goals scored in the first and second halves of the match, in the classic 15-minute time periods and in extra time (45min+ and 90min+) were recorded. Descriptive statistics were used to present mean, frequency and percentage distributions. Kruskal-Wallis test was applied for inter-league analyses. If there was a difference between groups, Dunn's test was performed with Bonferroni correction. As a result of the study, a total of 5853goals were recorded in Tslig (906 goals), Bliga (855 goals), Prmlig (1018 goals), Laliga (1024 goals), Ligue-1 (1017 goals) and Serie-A (1033 goals). The league with the highest goal average was Tslig (2.96/match). 56% of the goals were scored in the second half of the matches (p<0.001). According to the classical periodization, the highest number of goals was scored in the 76min-End of the match period (23%). In all leagues, 7.4% of the goals were scored in the extra time of the first and second halves (413 goals). The Turkish Super League was the league with the highest number of goals scored both in the final minutes of both halves and in extra time with 100goals. This can be attributed to the lack of physical capacity of the players and possible loss of concentration at the end of the match.

Kaynakça

  • Acar, M., Yapicioglu, B., Arikan, N., Yalcin, S., Ates, N., & Ergun, M. (2008). Analysis of goals scored in the 2006 World Cup. İçinde T. Reilly ve F. Korkusuz (Eds.), Science and football VI (pp. 261-268). Routledge.
  • Alberti, G., Iaia, F. M., Arcelli, E., Cavaggioni, L., & Rampinini, E. (2013). Goal scoring patterns in major European soccer leagues. Sport Sciences for Health, 9(3), 151-153. https://doi.org/10.1007/s11332-013-0154-9
  • Armatas, V., Yiannakos, A., Papadopoulou, S., & Skoufas, D. (2009). Evaluation of goals scored in top ranking soccer matches: Greek “Super League” 2006-07. Serbian Journal of Sports Sciences, 3(1), 39-43, Article 156513292.
  • Armatas, V., Yiannakos, A., & Sileloglou, P. (2007). Relationship between time and goal scoring in soccer games: Analysis of three World Cups. International Journal of Performance Analysis in Sport, 7(2), 48-58. https://doi.org/10.1080/24748668.2007.11868396
  • Bamplekis, C., Michailidis, Y., Margonis, K., Kyranoudis, A., Zelenitsas, C., & Metaxas, T. (2021). Goal analysis of the entire Italian National League Serie A. Human Movement, 23(2), 104-111. https://doi.org/10.5114/hm.2021.106172
  • Baskaya, G. (2023). 2022 Kadınlar Avrupa Futbol Şampiyonası: Gol Analizi: Betimsel Araştırma. Turkiye Klinikleri Journal of Sports Sciences, 15(1), 42-51. https://doi.org/10.5336/sportsci.2022-92891
  • Beinsports. (2019, Şubat 10). Özetler ve goller. https://beinsports.com.tr/mac-ozetleri-goller/super-lig
  • Carling, C., Reilly, T., & Williams, A. M. (2009). Performance assessment for field sports. Routledge. https://doi.org/10.4324/9780203890691
  • Carling, C., Williams, A. M., & Reilly, T. (2005). Handbook of soccer match analysis: A systematic approach to improving performance. Routledge. https://doi.org/10.4324/9780203448625
  • Charalampos, M., Yiannis, M., Michalis, M., & Zisis, P. (2013). Analysis of goal scored in the UEFA champions league in the period 2009-2010. Serbian Journal of Sports Sciences, 7(2), 51-55, Article 199707660.
  • Çaparlar, C. ve Dönmez, A. (2016). What is Scientific Research and How Can it be Done? Turk J Anaesthesiol Reanim, 44(4), 212-218. https://doi.org/10.5152/tjar.2016.34711
  • Çobanoglu, H. O. (2019). Analysis of Goal Scored on Russia World Cup 2018. Journal of Education and Training Studies, 7(2), 184-191. https://doi.org/10.11114/jets.v7i2.3998
  • Çobanoğlu, H. O., ve Terekli, M. S. (2018). 2016 Avrupa Futbol Şampiyonası: Gol Analizi. Turkiye Klinikleri Journal of Sports Sciences, 10(3). https://doi.org/10.5336/sportsci.2018-61913
  • Ertetik, G., ve Müniroğlu, R. S. (2021). Avrupa kupalarına katılan Türk futbol takımlarının maçlarının teknik ve taktik açıdan analizi. SPORMETRE Beden Eğitimi ve Spor Bilimleri Dergisi, 19(1), 156-163. https://doi.org/10.33689/spormetre.779682
  • Evangelos, B., Gioldasis, A., Ioannis, G. & Georgia, A. (2018). Relationship between time and goal scoring of European soccer teams with different league ranking. Journal of Human Sport and Exercise, 13(3). https://doi.org/10.14198/jhse.2018.133.04
  • Gürkan, O., Ertetik, G., ve Müniroğlu, S. (2017). Analysis of goals scored in UEFA champions league by the time periods. International Journal of Sport Culture and Science, 5(3), 140-147. https://doi.org/10.14486/IntJSCS660
  • Gürkan, O., Ertetik, G. ve Müniroğlu, S. (2018). An examination of goals in the Turkish Super League according to time periods and scoring types Türkiye Süper Liginde atılan gollerin zaman dilimlerine ve türlerine göre incelenmesi. Journal of Human Sciences, 15(1), 499-508. https://doi.org/10.14687/jhs.v15i1.4785
  • İmamoğlu, O., Çebi, M., ve Eliöz, M. (2011). Dünya kupasında gollerin teknik ve taktik kriterlere göre analizi. Türkiye Kickboks Federasyonu Spor Bilimleri Dergisi, 4(2).
  • Işıkdemir, E., Özkürkçü, S., ve Özer, S. C. (2023). Technical analysis of goals scored in 3 different european leagues in The 2020-2021 Football Season. Spor Bilimleri Araştırmaları Dergisi, 8(3), 458-472. https://doi.org/10.25307/jssr.1292528
  • Kubayi, A. (2020). Analysis of goal scoring patterns in the 2018 FIFA World Cup. Journal of human kinetics, 71(1), 205-210. https://doi.org/10.2478/hukin-2019-0084
  • Kubayi, A., & Larkin, P. (2022). Match performance variables that differentiated between qualified and eliminated teams in the group stages of the 2018 FIFA World Cup. German Journal of Exercise and Sport Research, 52(1), 105-109. https://doi.org/10.1007/s12662-021-00744-4
  • Leite, W. (2017). Temporal analysis of goals scored in European football leagues. International Journal of Yogic, Human Movement and Sports Sciences, 2(1), 33-36.
  • Lepschy, H., Woll, A., & Wäsche, H. (2021). Success factors in the FIFA 2018 world cup in Russia and FIFA 2014 world cup in Brazil. Frontiers in Psychology, 12, 638690. https://doi.org/10.3389/fpsyg.2021.638690
  • Michailidis, Y., Mandroukas, A., Vardakis, L., & Metaxas, T. (2018). Evaluation of the goals scoring patterns and the relation between time and goal scoring of four UEFA champions league tournaments. Journal of Human Sport and Exercise, 8(2), 329-336. https://doi.org/10.22190/FUPES180825029M
  • Michailidis, Y., Michailidis, C., & Primpa, E. (2013). Analysis of goals scored in European Championship 2012. Journal of Human Sport and Exercise 8(2), 367-375. https://doi.org/10.4100/jhse.2012.82.05
  • Njororai, W. W. S. (2004). Analysis of the goals scored at the 17th World Cup Soccer tournament in South Korea-Japan 2002. African Journal for Physical Activity and Health Sciences, 10(4), 326-332. https://doi.org/10.4314/AJPHERD.V10I4.24678
  • Njororai, W. W. S. (2013). Analysis of goals scored in the 2010 world cup soccer tournament held in South Africa. Journal of Physical Education and Sport, 13( 1), 6-13. https://doi.org/DOI:10.7752/jpes.2013.01002
  • Njororai, W. W. S. (2014). Timing of goals scored in selected european and South American Football Leagues, FIFA and UEFA tournaments and the critical phases of a match. International Journal of Sports Science & Coaching, 4(6A), 56-64. https://doi.org/10.5923/s.sports.201401.08
  • Stafylidis, A., Michailidis, Y., Mandroukas, A., Gissis, I., & Metaxas, T. (2022). Analysis of goal scoring and performance indicators in the 2020-2021 Greek soccer league. Journal of Physical Education and Sport, 22(1), 91-99. https://doi.org/10.7752/jpes.2022.01011
  • Wulf, G., McConnel, N., Gärtner, M., & Schwarz, A. (2002). Enhancing the learning of sport skills through external-focus feedback. Journal of motor behavior, 34(2), 171-182. https://doi.org/10.1080/00222890209601939
  • Yapıcıoğlu, B., ve Acar, M. F. (2006). 2002 Futbol dünya kupasında latin ve avrupa ekollerinin bilgisayarlı maç analiz programıyla incelenmesi. Performans, 12(3), 19-30.
  • Yiannakos, A., & Armatas, V. (2006). Evaluation of the goal scoring patterns in European Championship in Portugal 2004. International Journal of Performance Analysis in Sport, 6(1), 178-188. https://doi.org/10.1080/24748668.2006.11868366
  • Yue, Z., Broich, H., & Mester, J. (2014). Statistical analysis for the soccer matches of the first Bundesliga. International Journal of Sports Science & Coaching, 9(3), 553-560. https://doi.org/10.1260/1747-9541.9.3.553
Toplam 33 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Egzersiz ve Spor Bilimleri (Diğer)
Bölüm Makaleler
Yazarlar

Bülent Yapıcıoğlu 0000-0002-0395-4585

Kutay Arslan 0000-0002-2145-9772

Erken Görünüm Tarihi 17 Mart 2024
Yayımlanma Tarihi 31 Mart 2024
Gönderilme Tarihi 30 Kasım 2023
Kabul Tarihi 12 Mart 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 6 Sayı: 1

Kaynak Göster

APA Yapıcıoğlu, B., & Arslan, K. (2024). Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi ve Türkiye Süper Liginin Değerlendirilmesi. Avrasya Spor Bilimleri Ve Eğitim Dergisi, 6(1), 28-42. https://doi.org/10.47778/ejsse.1398553
AMA Yapıcıoğlu B, Arslan K. Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi ve Türkiye Süper Liginin Değerlendirilmesi. EJSSE. Mart 2024;6(1):28-42. doi:10.47778/ejsse.1398553
Chicago Yapıcıoğlu, Bülent, ve Kutay Arslan. “Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi Ve Türkiye Süper Liginin Değerlendirilmesi”. Avrasya Spor Bilimleri Ve Eğitim Dergisi 6, sy. 1 (Mart 2024): 28-42. https://doi.org/10.47778/ejsse.1398553.
EndNote Yapıcıoğlu B, Arslan K (01 Mart 2024) Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi ve Türkiye Süper Liginin Değerlendirilmesi. Avrasya Spor Bilimleri ve Eğitim Dergisi 6 1 28–42.
IEEE B. Yapıcıoğlu ve K. Arslan, “Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi ve Türkiye Süper Liginin Değerlendirilmesi”, EJSSE, c. 6, sy. 1, ss. 28–42, 2024, doi: 10.47778/ejsse.1398553.
ISNAD Yapıcıoğlu, Bülent - Arslan, Kutay. “Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi Ve Türkiye Süper Liginin Değerlendirilmesi”. Avrasya Spor Bilimleri ve Eğitim Dergisi 6/1 (Mart 2024), 28-42. https://doi.org/10.47778/ejsse.1398553.
JAMA Yapıcıoğlu B, Arslan K. Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi ve Türkiye Süper Liginin Değerlendirilmesi. EJSSE. 2024;6:28–42.
MLA Yapıcıoğlu, Bülent ve Kutay Arslan. “Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi Ve Türkiye Süper Liginin Değerlendirilmesi”. Avrasya Spor Bilimleri Ve Eğitim Dergisi, c. 6, sy. 1, 2024, ss. 28-42, doi:10.47778/ejsse.1398553.
Vancouver Yapıcıoğlu B, Arslan K. Futbolda Kaydedilen Gollerin Zaman Dilimlerine Göre Analizi: Beş Major Avrupa Ligi ve Türkiye Süper Liginin Değerlendirilmesi. EJSSE. 2024;6(1):28-42.

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