Investigation of the Performance of Esports Games with Data Envelopment Analysis

Autores/as

DOI: https://doi.org/10.6018/cpd.448551
Palabras clave: eSports, Juegos digitales, DEA, Eficiencia

Resumen

Today, electronic sports tournaments such as the World Cyber Game, European Nations Championship, International Premiership Series and Esl Pro Series are organized. These tournaments include popular games such as Counter-Strike, Dota 2, League of Legends, StarCraft 2, Super Smash Bros and Street Fighter. In this study, the performances of eSports games will be analyzed with Data Envelopment Analysis (DEA). Accordingly, it is aimed to help eSports companies to be effective by determining the relative efficiencies of eSport games, effective and ineffective Decision-Making Units (DMUs production units that produce similar outputs using similar inputs). For this purpose, determining the effective games and comparing the other games according to them enables the optimization of the values of the output variables according to the input variable.

DEA is a non-parametric method used to study the relative effectiveness of Decision Making Units when there are multiple inputs and multiple outputs. Data Envelopment Analysis (DEA) is a non-parametric method used to examine the relative efficiency of Decision Making Units (DMUs production units that produce similar outputs using similar inputs) when there are multiple inputs and multiple outputs. Measuring the efficiency of businesses and knowing the source of their inefficiency is an important issue for eSports as in every sector. Data Envelopment Analysis is frequently used for measuring the efficiency of DMU.

In this study, efficiency analysis was performed by taking into consideration the 27 games in the first 200 games on the e-charts website in 2018. With this analysis, the efficiencies and changes of efficiencies of the games in 2018 were tried to be obtained. According to the results of the research: Counter-Strike and Minecraft were determined to be effective games. Since the other 25 games are inefficient, target values for these games are given in the study.

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Akbulut, H. (2009). Dijital oyun rehberi (Gelenekselden dijitale, mekândan uzama oyun kültürü (Der.)). Kalkedon Yayınları, 45.

Argan, M., Özer, A., & Akın, E. (2006). Elektronik Spor: Türkiye’deki siber sporcuların tutum ve davranışları. Spor Yönetimi ve Bilgi Teknolojileri Dergisi, 1(2), 1306-4371. https://doi.org/10.1501/sporm_0000000204.

Block, F., Hodge, V., Hobson, S., Septhon, N., Devlin, S., Ursu, M.F., Drachen, A., & Cowling, P.I. (2018). Narrative Bytes: Data-Driven content production in esports. TVX 2018 - Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video. New York, NY: ACM Press, 29-41. https://doi.org/10.1145/3210825.3210833.

Boussofiane, A., Dyson, R.G., & Thanassoulis E. (1991). Applied data envelopment analysis. EJOR, 52(1), 1-15. https://doi.org/10.1016/0377-2217(91)90331-O.

Charnes, A., Cooper, W.W. & Rhodes, E., (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429 444. https://doi.org/10.1016/0377-2217(78)90138-8.

Charnes, A., Cooper, W., Lewin, A.Y., & Seifard L.M., (1994). DEA, Theory, methodology and applications. Springer. https://doi.org/10.1007/978-94-011-0637-5

Cooper, W. & Seifard, L.M. (2000). DEA: A Comprehensive Text with Models, Applications, References and DEA-Solver Software. Kluiwer Academic Publishers, London.

Coşkun E., & Öztürk C. M. (2016). Steam dünyası: dijital oyun bloglarına yönelik bir değerlendirme. Gümüşhane Üniversitesi İletişim Fakültesi Elektronik Dergisi. 4(2), 667-702. https://doi.org/10.19145/gujofoc.04411.

Çolak, S., Örs, A., Çolak, E., Son, M., Güzelordu, D., Çolak, T., & Yargıcı, M. (2018). Research on knowledge level of faculty of sports science students about e-sports. KOSBED, 35, 121-127.

Esports charts, (2019). E-charts. https://escharts.com/games.

Hamari, J., & Sjöblom, M. (2015). What is esports and why do people watch it?. Internet Research. 27(2), 211-232. https://doi.org/10.1108/IntR-04-2016-0085.

Khromov, N., Korotin, A., Lange, A., Stepanov, A., Burnaev, E., & Somov, A. (2019). Esports Athletes and Players: A Comparative Study. IEEE Pervasive Computing, 18(3), 31-39. https://doi.org/10.1109/MPRV.2019.2926247.

Parshakov, P., & Marina A. Z. (2015). Success in eSports: Does country matter?. Emerald, 211-232. https://doi.org/10.2139/ssrn.2662343.

Parshakov, P. (2018). Determinants of performance in eSports: A country-level analysis. International Journal of Sport Finance, 2018, 13(1), 34-51.

Pérez-Rubio, C., González, J., & Garces de los Fayos, E. (2017). Personalidad y burnout en jugadores profesionales de e-sports. Cuadernos de Psicología del Deporte, 17(1), 41–50. https://revistas.um.es/cpd/article/view/291901.

Perman, R., (1991). Cointegration: An introduction to the literature. Journal of Economic Studies, 18(3), 15-28. https://doi.org/10.1108/EUM0000000000151.

Rodríguez González, C., & Del Moral Pérez, E. (2018). Enhanced skills with e - Sport League of Legends: unique case design. Interuniversity Journal of Research in Educational Technology, (4). https://doi.org/10.6018/riite/2018/333771.

Yılmaz, E., Çağıltay, K. (2004). Elektronik oyunlar ve Türkiye. TBD 21. Ulusal Bilişim Kurultayı. Ankara.

Youth research newsletter, (2018) E-Sports report. T.C. Ministry of Youth and Sports. 5(1). Retrieved from http://yayinlar.gsb.gov.tr/Public/Files/2018.05.14_16.57.28_espor-raporu-say%C4%B15.pdf.

Wagner, M. (2006). On the scientific relevance of esports. In Proceedings of the 2006 İnternational Conference on Internet Computing and Conference on Computer Game Development. LasVegas, Nevada: CSREA Press, 437-440.

Tarım, A. (2001). Veri zarflama analizi matematiksel programlama tabanlı göreli etkinlik ölçüm yaklaşımı. Sayıştay Yayınları araştırma inceleme ve çeviri dizisi, 15, Ankara. https://doi.org/10.1501/sbfder_0000001878.

Publicado
10-04-2022
Cómo citar
Güral, Y., Gürcan, M., Devecioğlu, S., & Halisdemir, T. A. (2022). Investigation of the Performance of Esports Games with Data Envelopment Analysis. Cuadernos de Psicología del Deporte, 22(2), 258–267. https://doi.org/10.6018/cpd.448551
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Sección
Ciencias del Deporte