Dynamic frontier estimation for monitoring team performances: A case on Turkish first division football league

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dc.authorid0000-0002-7655-6166
dc.authorid0000-0002-1150-7064
dc.authorid0000-0002-3241-4617
dc.contributor.authorYılmaz, Melikeen_US
dc.contributor.authorAksezer, Sezgin Çağlaren_US
dc.contributor.authorAtan, Sabri Tankuten_US
dc.date.accessioned2019-08-31T12:10:23Z
dc.date.accessioned2019-08-05T16:04:53Z
dc.date.available2019-08-31T12:10:23Z
dc.date.available2019-08-05T16:04:53Z
dc.date.issued2019-06-10
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Industrial Engineeringen_US
dc.description.abstractPurpose: This paper aims to investigate how predictions of football league standings and efficiency measures of teams, obtained through frontier estimation technique, evolve compared to actual results. Design/methodology/approach: The study is based on data from the Turkish first division football league. Historical data for five seasons, from 2011 to 2016, are used to compare weekly estimates to de facto results. Data envelopment analysis efficiency measures are used to estimate team performances. After each week, a data envelopment analysis is run using available data until then, and final team standings are estimated via computed efficiencies. Estimations are improved by using a data envelopment analysis model that incorporates expert knowledge about football. Findings: Results indicate that deductions can be made about the league’s future progress. Model incorporating expert knowledge tends to estimate the performance better. Although the prediction accuracy starts out low in early stages, it improves as the season advances. Scatter of individual teams’ performances show fluxional behaviour, which attracts studying the impact of uncontrollable factors such as refereeing. Originality/value: While all previous studies focus on season performance, this study handles the problem as a combination of weekly performance and how it converges to reality. By tracking weekly performance, managers get a chance to confront their weak performance indicators and achieve higher ranking by improving on these inefficiencies.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationYılmaz, M., Aksezer, S. Ç. & Atan, S. T. (2019). Dynamic frontier estimation for monitoring team performances: A case on turkish first division football league. Team Performance Management, 25(3-4), 212-228. doi:10.1108/TPM-11-2017-0076en_US
dc.identifier.doi10.1108/TPM-11-2017-0076
dc.identifier.endpage228
dc.identifier.issn1352-7592
dc.identifier.issn1758-6860
dc.identifier.issue3-4
dc.identifier.issueSI
dc.identifier.scopus2-s2.0-85053063217
dc.identifier.scopusqualityQ2
dc.identifier.startpage212
dc.identifier.urihttps://hdl.handle.net/11729/1843
dc.identifier.urihttps://dx.doi.org/10.1108/TPM-11-2017-0076
dc.identifier.volume25
dc.identifier.wosWOS:000479236000005
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakEmerging Sources Citation Index (ESCI)en_US
dc.institutionauthorYılmaz, Melikeen_US
dc.institutionauthorAksezer, Sezgin Çağlaren_US
dc.institutionauthorAtan, Sabri Tankuten_US
dc.institutionauthorid0000-0002-7655-6166
dc.institutionauthorid0000-0002-1150-7064
dc.institutionauthorid0000-0002-3241-4617
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherEmerald Group Publishing Limiteden_US
dc.relation.ispartofTeam Performance Managementen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAssurance region modelen_US
dc.subjectClubsen_US
dc.subjectData envelopment analysisen_US
dc.subjectEfficiencyen_US
dc.subjectFootballen_US
dc.subjectFootball efficiencyen_US
dc.subjectMeasuringen_US
dc.subjectNetworken_US
dc.subjectProductivityen_US
dc.subjectSocceren_US
dc.subjectSports leaguesen_US
dc.subjectTurkish football clubsen_US
dc.titleDynamic frontier estimation for monitoring team performances: A case on Turkish first division football leagueen_US
dc.typeArticleen_US
dspace.entity.typePublication

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