Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics

Detalhes bibliográficos
Autor(a) principal: Gonçalves, Diogo Ferreira
Data de Publicação: 2024
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/164146
Resumo: Dissertation presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics, specialization in Business Analytics
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spelling Impact of video assistant referee on portuguese football: Studying the effect on different game dynamicsVideo Assistant RefereeFootballHome AdvantageNon-Parametric TestsEvent StudiesGeneralized Linear ModelsRegression Discontinuity DesignSDG 3 - Good health and well-beingSDG 16 - Peace, justice and strong institutionsDomínio/Área Científica::Ciências Naturais::Ciências da Computação e da InformaçãoDissertation presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics, specialization in Business AnalyticsThis study investigates the effects of the Video Assistant Referee on Portuguese top-tier football dynamics, including goal scoring, home advantage, playing time and competitiveness, employing a robust research approach encompassing descriptive analyses, non-parametric tests, Event Studies with multiple models, Generalized Linear Models and Regression Discontinuity Design. The key findings reveal that Video Assistant Referee has marginally increased average goals per game, primarily favouring away teams, while home advantage remains largely unaffected. Playing time has significantly increased post Video Assistant Referee implementation, with effective playing time showing a slightly increase. In terms of league competitiveness, Video Assistant Referee introduction hasn't substantially altered the winner margin on games. This study provides novel contributions, such as a comprehensive examination of home advantage using diverse metrics, a unique focus on effective playing time and one of the initial assessments of Video Assistant Referee impact on football competitiveness. A critical discovery suggests a potential link between increased playing time due to Video Assistant Referee and an elevated risk of player injuries, particularly within a context of rising match frequency. Additionally, the study raises concerns about the efficacy of extended playing time in enhancing game dynamics, hinting at possible diminishing returns in effective playing time. In summary, this research establishes a foundation for further exploration into the broader implications of Video Assistant Referee in football.Damásio, Bruno Miguel PintoRUNGonçalves, Diogo Ferreira2024-02-26T17:54:14Z2024-01-312024-01-31T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/164146TID:203530438enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:50:53Zoai:run.unl.pt:10362/164146Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T04:00:03.601394Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
title Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
spellingShingle Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
Gonçalves, Diogo Ferreira
Video Assistant Referee
Football
Home Advantage
Non-Parametric Tests
Event Studies
Generalized Linear Models
Regression Discontinuity Design
SDG 3 - Good health and well-being
SDG 16 - Peace, justice and strong institutions
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
title_short Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
title_full Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
title_fullStr Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
title_full_unstemmed Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
title_sort Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
author Gonçalves, Diogo Ferreira
author_facet Gonçalves, Diogo Ferreira
author_role author
dc.contributor.none.fl_str_mv Damásio, Bruno Miguel Pinto
RUN
dc.contributor.author.fl_str_mv Gonçalves, Diogo Ferreira
dc.subject.por.fl_str_mv Video Assistant Referee
Football
Home Advantage
Non-Parametric Tests
Event Studies
Generalized Linear Models
Regression Discontinuity Design
SDG 3 - Good health and well-being
SDG 16 - Peace, justice and strong institutions
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
topic Video Assistant Referee
Football
Home Advantage
Non-Parametric Tests
Event Studies
Generalized Linear Models
Regression Discontinuity Design
SDG 3 - Good health and well-being
SDG 16 - Peace, justice and strong institutions
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
description Dissertation presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics, specialization in Business Analytics
publishDate 2024
dc.date.none.fl_str_mv 2024-02-26T17:54:14Z
2024-01-31
2024-01-31T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/164146
TID:203530438
url http://hdl.handle.net/10362/164146
identifier_str_mv TID:203530438
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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