Classification and determinants of passing difficulty in soccer : a multivariate approach
Murilo Merlin, Allan Pinto, Alexandre Gomes de Almeida, Felipe A Moura, Ricardo da Silva Torres, Sergio Augusto Cunha
ARTIGO
Inglês
Agradecimentos: This work was supported by the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) under Grants [#2016/50250-1, #2017/20945-0, #2018/19007-9 and
#2019/16253-1]; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brazil
(CAPES), Finance Code 001"
Abstract: Usually, the players’ or teams’ efficiency to perform passes is measured in terms of accuracy. The degree of difficulty of this action has been overlooked in the literature. The present study aimed to classify the degree of passing difficulty in soccer matches and to identify and to...
Ver mais
Abstract: Usually, the players’ or teams’ efficiency to perform passes is measured in terms of accuracy. The degree of difficulty of this action has been overlooked in the literature. The present study aimed to classify the degree of passing difficulty in soccer matches and to identify and to discuss the variables that most explain the passing difficulty using spatiotemporal data. The data used corresponds to 2,856 passes and 32 independent variables. The Fisher Discriminant Analysis presented 72.0% of the original grouped cases classified correctly. The passes analyzed were classified as low (56.5%), medium (22.6%), and high difficulty (20.9%), and we identified 16 variables that best explain the degree of passing difficulty related to the passing receiver, ball trajectory, pitch position and passing player. The merit and ability of the player to perform passes with high difficulty should be valued and can be used to rank the best players and teams.In addition, the highlighted variables should be looked carefully by coaches when analyzing profiles, strengths and weaknesses of players and teams, and talent identification context
Ver menos
FUNDAÇÃO DE AMPARO À PESQUISA DO ESTADO DE SÃO PAULO - FAPESP
2016/50250-1, 2017/20945-0, 2018/19007-9, 2019/16253-1
COORDENAÇÃO DE APERFEIÇOAMENTO DE PESSOAL DE NÍVEL SUPERIOR - CAPES
Fechado
Merlin, Murilo, 1980-
Autor
Classification and determinants of passing difficulty in soccer : a multivariate approach
Murilo Merlin, Allan Pinto, Alexandre Gomes de Almeida, Felipe A Moura, Ricardo da Silva Torres, Sergio Augusto Cunha
Classification and determinants of passing difficulty in soccer : a multivariate approach
Murilo Merlin, Allan Pinto, Alexandre Gomes de Almeida, Felipe A Moura, Ricardo da Silva Torres, Sergio Augusto Cunha
Fontes
Science and Medicine in Football (Fonte avulsa) |