Impact of video assistant referee on portuguese football: Studying the effect on different game dynamics
Autor(a) principal: | |
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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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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 |
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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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1799138176525139968 |