Determining the Factors Affecting Football Fans' Satisfaction with Video Assistant Referee (VAR) Technology

Öz

Video Assistant Referee (VAR) technology has been introduced in the sports industry as a decision support system designed to assist referees in making the correct decisions when overseeing a sporting event. In Turkey, VAR technology has been deployed to lessen controversies in football matches, but it has not completely eliminated them. As a result, it is crucial to establish whether fans, a key stakeholder in the sports sector, are satisfied with VAR technology. In this context, the study aims to investigate the effects of football fans' perceived value and identification with VAR technology on their satisfaction with it. Furthermore, the mediating role of attitudes towards the technology and the moderating role of knowledge about VAR technology will also be examined. The study used the snowball sampling method, and data were obtained via an online survey, with 411 fans participating over the data collection period. Using the fan data, Structural Equation Modeling was performed using the AMOS tool, and the study hypotheses were tested. The research revealed that identification and perceived value of VAR technology have a positive effect on satisfaction with this technology, with attitude toward technology acting as a mediator. The level of knowledge about VAR technology has a moderating effect in the relationship between satisfaction and perceived value. These findings have practical and theoretical implications for both the sports sector and the academic discipline.

Anahtar Kelimeler

• Video assistant referee
• satisfaction
• identification
• attitudes toward technology
• perceived value

Futbol Taraftarlarının Video Yardımcı Hakem (VAR)’e Yönelik Memnuniyetlerini Etkileyen Faktörlerin Belirlenmesi

Öz

Video Yardımcı Hakem (VAR) teknolojisi, herhangi bir spor müsabakasını yöneten hakemlerin doğru kararlar almalarına yardımcı olmayı amaçlayan bir karar destek sistemi olarak spor dünyasında uygulanmaya başlamıştır. Türkiye’de futbol maçlarında yaşanan tartışmaları azalmak amacıyla uygulanan VAR teknolojisi, bu tartışmaları tam anlamıyla ortadan kaldırmamıştır. Dolayısıyla spor endüstrisinin önemli bir paydaşını oluşturan tarafların, VAR teknolojisinden memnun olup olmadıklarını belirlemek merak konusudur. Bu kapsamda araştırma futbol taraftarlarının VAR teknolojisine yönelik algıladıkları değer ile özdeşleşmenin VAR teknolojisine yönelik memnuniyetleri üzerindeki etkilerini keşfetmeyi amaçlamaktadır. Ayrıca bu etkilerde teknolojiye yönelik tutumun aracı rolü ile VAR teknolojisi hakkındaki bilgi düzeyinin düzenleyici rolü de incelenecektir. Kartopu örneklem yönteminin tercih edildiği araştırmada veriler çevrimiçi anket tekniği ile toplanmış ve veri toplama aralığında ankete 411 taraftarın katıldığı belirlenmiştir. Taraftarlarden elde edilen veriler kullanılarak AMOS programı aracılığıyla Yapısal Eşitlik Modellemesi yapılmış ve araştırma hipotezleri test edilmiştir. Analizler sonucu özdeşleşme ve VAR teknolojisine yönelik algılanan değerin, bu teknolojiye yönelik memnuniyeti pozitif etkilediği ; bu etkilerde ise teknolojiye yönelik tutumunda aracılık rolüne sahip olduğu belirlenmiştir. VAR teknolojiye yönelik bilgi düzeyi ise memnuniyet ve algılanan değer arasındaki ilişkide düzenleyici role sahiptir. Ulaşılan bu sonuçlar hem spor endüstrisi hem de akademik alan için pratik ve teorik katkılar sunmaktadır.

Anahtar Kelimeler

• Video yardımcı hakem
• memnuniyet
• özdeşleşme
• teknolojiye yönelik tutum
• algılanan değer

Kaynakça

1. Anderski, M., Fortagne, M. A., Kapfer, K., Lis, B., & Ströbel, T. (2025). Navigating fan reactions: the role of innovation resistance and acceptance in smart stadium technology use. Proceedings of the 58th Hawaii International Conference on System Sciences.
2. Armenteros, M., Benitez, A. J., & Betancor, M. Á. (2020). The use of video technologies in refereeing football and other sports. New York: Routledge.
3. Bagozzi, R.P. & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16(1), 74-94.
4. Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173
5. Bhatti, M. A., & Alkhozaim, S. M. (2023). Effects of perceived values (personal, social, economic) and destination attributes on tourist satisfaction: moderating role of destination product knowledge. Cultura: International Journal of Philosophy of Culture and Axiology, 20(3), 48-76.
6. Calabuig-Moreno, F .,Crespo-Hervas,J.,Nunez-Pomar ,J., Valantine, I., & Staskeviciute-Butiene,I .,(2016). Role of perceived value and emotions in the satisfaction and future intentions of spectators in sporting events, Inzinerine Ekonomika-Engineering Economics, 27(2), 221–229.
7. Chawla, D., & Joshi, H. (2023). Role of mediator in examining the influence of antecedents of mobile wallet adoption on attitude and intention. Global Business Review, 24(4), 609-625. https://doi.org/10.1177/0972150920924506
8. Chin, W. W. (1998). The partial least squares approach to structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–358). Mahwah: Erlbaum

9. Cronin, J. J., Brady, M. K., & Hult, G. T. (2000). Assessing the effects of quality, value and customer satisfaction on consumer behavioral intentions in service environments. Journal of Retailing, 76, 193–218. https://doi.org/10.1016/S0022-4359(00)00028-2
10. Çırak MF. (2020). Dijital çağda dönüşen futbol ve futbol aktörleri. (Yüksek Lisans Tezi, İstanbul Medipol Üniversitesi).
11. Çiçek, A. C. (2021). Tarihsel süreçte futbol ve siyaset: Maçlar, rekabetler, takımlar. Efe Akademi Yayınları.
12. Demir, M. (2019). Endüstriyel futbol ve futbolda teknoloji kullanımı. Geçmişten Geleceğe Televizyon Yayıncılığı.
13. Demir, O., Bektaş, M., & Kaya, S. (2022). “Var” mısın? Futbolcu ve hakemlerin video yardımcı hakem uygulamasına yönelik tutumlarının incelenmesi. 1st International Conference On Innovative Academic Studies (ICIAS), 1082-1086
14. Deng, P., Yan, W., Yu, Y., Zhang, Y., & Zhang, L. (2024). The attitude of online fans: perceived value, expectation, and identification on VAR satisfaction. Frontiers in Psychology, 14, 1288998.
15. Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2012). How to design and evaluate research in education. McGram-Hill Publishing.
16. Hair, J.F., Black, W.C., Babin, B.J. & Anderson, R.E. (2010). Multivariate data analysis, 7th edition. New York: Pearson.
17. Han, B., Chen, Q., Lago-Peñas, C., Wang, C., & Liu, T. (2020). The influence of the video assistant referee on the Chinese Super League. International Journal of Sports Science & Coaching, 15(5-6), 662–668. https://doi.org/10.1177/1747954120938984
18. Huang, S., Afsharifar, A., & Veen, R. V. D. (2016). Examining the moderating role of prior knowledge in the relationship between destination experiences and tourist satisfaction. Journal of Vacation Marketing, 22(4), 320-334. https://doi.org/10.1177/1356766715618996
19. Kalayci, S. (2010). SPSS applied multivariate statistical techniques (5th ed.). Ankara: Asil Publication.
20. Karan, K. (2023). Video Assistant Refereeing (VAR) in the management of football matches: Are football fans satisfied with this technology. (Master Thesis, University of the Witwatersrand).
21. Kayhan, R. F., Bardakçı, S., & Caz, Ç. (2020). Development of the attitude scale towards video assistant referee (VAR) in Turkish football. OPUS International Journal of Society Researches, 16(27), 571- 596. https://doi.org/10.26466/opus.673635
22. Mostaghimi, M., Akhlagh, E. M., & Danesh, N. S. (2016). An investigation of the effects of customer’s expectations and perceived quality on customer’s loyalty with the mediating role of the perceived value and customer’s satisfaction. Journal of History Culture and Art Research, 5(4), 593-602. https://doi.org/10.7596/taksad.v5i4.625
23. Nuryakin, N., Rakotoarizaka, N. L. P., & Musa, H. G. (2023). The effect of perceived usefulness and perceived easy to use on student satisfaction the mediating role of attitude to use online learning. APMBA (Asia Pacific Management and Business Application), 11(3), 323-336. https://doi.org/10.21776/ub.apmba.2023.011.03.5
24. Peng, L., Li, H., & Zhang, Y. (2019). Research on influencing factors of internet word-of-mouth release behavior based on ACSI. Information and Documentation Services, 40, 92–102. https://doi.org/10.12154/j.qbzlgz.2019.05.015
25. Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891. https://doi.org/10.3758/BRM.40.3.879
26. Riedl, D., Strauss, B., Heuer, A., & Rubner, O. (2015). Finale furioso: referee-biased injury times and their effects on home advantage in football. Journal of Sports Sciences, 33(4), 327-336. https://doi.org/10.1080/02640414.2014.944558
27. Ryall, E. (2012). Are there any good arguments against goal-line technology? Sport, Ethics and Philosophy, 6(4), 439–450. https://doi.org/10.1080/17511321.2012.737010
28. Sarıoğlu, C. İ. (2022). The mediating effect of attitude towards the environment on the effect of green product perception on ecological product purchasing behavior. JOEEP: Journal of Emerging Economies and Policy, 7(2), 565-577.
29. Spitz, J., Wagemans, J., Memmert, D., Williams, A. M., & Helsen, W. F. (2021). Video assistant referees (VAR): The impact of technology on decision making in association football referees. Journal of Sports Sciences, 39(2), 147-153. https://doi.org/10.1080/02640414.2020.1809163
30. Wang, C. C., Wang, Y. M., & Chieh, W. H. (2016). The moderating role of customer knowledge on the relationship between customer satisfaction and loyalty. Journal of Economics, Business and Management, 4(4), 292-295. https://doi.org/10.18178/joebm.2016.4.4.406
31. Winand, M., & Fergusson, C. (2018). More decision-aid technology in sport? An analysis of football supporters' perceptions on goal-line technology. Soccer & Society, 19(7), 966-985. https://doi.org/10.1080/14660970.2016.1267629
32. Winand, M., Schneiders, C., Merten, S., & Marlier, M. (2021). Sports fans and innovation: An analysis of football fans’ satisfaction with video assistant refereeing through social identity and argumentative theories. Journal of Business Research, 136, 99-109. https://doi.org/10.1016/j.jbusres.2021.07.029
33. Wu, M., Jayawardhena, C., & Hamilton, R. (2014). A comprehensive examination of internet banking user behaviour: evidence from customers yet to adopt, currently using and stopped using. Journal of Marketing Management, 30(9-10), 1006-1038. https://doi.org/10.1080/0267257X.2014.935459
34. Yazicioglu, Y., & Erdogan, S. (2004). SPSS uygulamali bilimsel arastirma yöntemleri. Ankara: Detay Yayincilik.
35. Yoshida, M., James, J. D., & Cronin, J. J. (2013). Value creation: Assessing the relationships between quality, consumption value and behavioural intentions at sporting events. International Journal of Sports Marketing and Sponsorship, 14(2), 51-73. https://doi.org/10.1108/IJSMS-14-02-2013-B005