Publicação
A data analytics approach to assess the functional and physical performance of female soccer players
| Resumo: | Background and Objectives: The aim of this study was twofold: (i) to observe the individual results of fitness status [countermovement jump (CMJ)], hop test, linear sprinting time, stride frequency, stride distance, force–power–velocity, peak power maximal and maximal speed, and repeated sprint ability (RSA) and functional performance (overhead squat, single-leg squat test, dumbbell hip-hinge, Thomas test, hip extension, and internal and external hip rotators) and (ii) to analyze the relationship between anthropometrical measures and values of fitness status with % of difference in the Thomas test, hip extension, and internal and external hip rotators. Materials and Methods: The study followed a cohort design. Sixteen female soccer players competing in the second division of the Spanish league were monitored during the first days of the pre-season. These players were evaluated three times during the preseason of the cohort period. The dataset showed a negative moderate correlation between time and percentage of difference in hip angle and another positive moderate correlation between maximal sprint and percentage of difference in hip angle (r = 0.54, p = 0.02 and r = 0.53, p = 0.04), respectively. The correlations of stride time and distance with hip extension are interesting, as professional soccer players should have higher levels of hip flexor flexibility during the stride phase, recoil of the instep kick action. |
|---|---|
| Autores principais: | González-Fernández, Francisco Tomás |
| Outros Autores: | Castillo-Rodríguez, Alfonso; Rodríguez-García, Lorena; Clemente, Filipe Manuel; Silva, Ana Filipa |
| Assunto: | Football Functional performance Physical performance Sports training Female soccer players |
| Ano: | 2022 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Viana do Castelo |
| Idioma: | inglês |
| Origem: | Repositório Científico IPVC |
| _version_ | 1863904399575744512 |
|---|---|
| author | González-Fernández, Francisco Tomás |
| author2 | Castillo-Rodríguez, Alfonso Rodríguez-García, Lorena Clemente, Filipe Manuel Silva, Ana Filipa |
| author2_role | author author author author |
| author_facet | González-Fernández, Francisco Tomás Castillo-Rodríguez, Alfonso Rodríguez-García, Lorena Clemente, Filipe Manuel Silva, Ana Filipa |
| author_role | author |
| country_str | PT |
| creators_json_str | [{\"Person.name\":\"González-Fernández, Francisco Tomás\"},{\"Person.name\":\"Castillo-Rodríguez, Alfonso\"},{\"Person.name\":\"Rodríguez-García, Lorena\"},{\"Person.name\":\"Clemente, Filipe Manuel\"},{\"Person.name\":\"Silva, Ana Filipa\"}] |
| datacite.creators.creator.creatorName.fl_str_mv | González-Fernández, Francisco Tomás Castillo-Rodríguez, Alfonso Rodríguez-García, Lorena Clemente, Filipe Manuel Silva, Ana Filipa |
| datacite.date.Accepted.fl_str_mv | 2022-07-22T00:00:00Z |
| datacite.date.available.fl_str_mv | 2023-10-26T16:10:30Z |
| datacite.date.embargoed.fl_str_mv | 2023-10-26T16:10:30Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Football Functional performance Physical performance Sports training Female soccer players |
| datacite.titles.title.fl_str_mv | A data analytics approach to assess the functional and physical performance of female soccer players |
| dc.creator.none.fl_str_mv | González-Fernández, Francisco Tomás Castillo-Rodríguez, Alfonso Rodríguez-García, Lorena Clemente, Filipe Manuel Silva, Ana Filipa |
| dc.date.Accepted.fl_str_mv | 2022-07-22T00:00:00Z |
| dc.date.available.fl_str_mv | 2023-10-26T16:10:30Z |
| dc.date.embargoed.fl_str_mv | 2023-10-26T16:10:30Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/20.500.11960/3591 |
| dc.language.none.fl_str_mv | eng |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Football Functional performance Physical performance Sports training Female soccer players |
| dc.title.fl_str_mv | A data analytics approach to assess the functional and physical performance of female soccer players |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_6501 |
| description | Background and Objectives: The aim of this study was twofold: (i) to observe the individual results of fitness status [countermovement jump (CMJ)], hop test, linear sprinting time, stride frequency, stride distance, force–power–velocity, peak power maximal and maximal speed, and repeated sprint ability (RSA) and functional performance (overhead squat, single-leg squat test, dumbbell hip-hinge, Thomas test, hip extension, and internal and external hip rotators) and (ii) to analyze the relationship between anthropometrical measures and values of fitness status with % of difference in the Thomas test, hip extension, and internal and external hip rotators. Materials and Methods: The study followed a cohort design. Sixteen female soccer players competing in the second division of the Spanish league were monitored during the first days of the pre-season. These players were evaluated three times during the preseason of the cohort period. The dataset showed a negative moderate correlation between time and percentage of difference in hip angle and another positive moderate correlation between maximal sprint and percentage of difference in hip angle (r = 0.54, p = 0.02 and r = 0.53, p = 0.04), respectively. The correlations of stride time and distance with hip extension are interesting, as professional soccer players should have higher levels of hip flexor flexibility during the stride phase, recoil of the instep kick action. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | article |
| id | ripvc_ec7bcfc8d4f0d132a4e52d243f30080c |
| identifier.url.fl_str_mv | http://hdl.handle.net/20.500.11960/3591 |
| instacron_str | ipvc |
| institution | Instituto Politécnico de Viana do Castelo |
| instname_str | Instituto Politécnico de Viana do Castelo |
| language | eng |
| network_acronym_str | ripvc |
| network_name_str | Repositório Científico IPVC |
| oai_identifier_str | oai:repositorio.ipvc.pt:20.500.11960/3591 |
| organization_str_mv | urn:organizationAcronym:ipvc |
| person_str_mv | González-Fernández, Francisco Tomás Castillo-Rodríguez, Alfonso Rodríguez-García, Lorena Clemente, Filipe Manuel Silva, Ana Filipa |
| publishDate | 2022 |
| reponame_str | Repositório Científico IPVC |
| repository_id_str | urn:repositoryAcronym:ripvc |
| service_str_mv | urn:repositoryAcronym:ripvc |
| spelling | pt_PTBackground and Objectives: The aim of this study was twofold: (i) to observe the individual results of fitness status [countermovement jump (CMJ)], hop test, linear sprinting time, stride frequency, stride distance, force–power–velocity, peak power maximal and maximal speed, and repeated sprint ability (RSA) and functional performance (overhead squat, single-leg squat test, dumbbell hip-hinge, Thomas test, hip extension, and internal and external hip rotators) and (ii) to analyze the relationship between anthropometrical measures and values of fitness status with % of difference in the Thomas test, hip extension, and internal and external hip rotators. Materials and Methods: The study followed a cohort design. Sixteen female soccer players competing in the second division of the Spanish league were monitored during the first days of the pre-season. These players were evaluated three times during the preseason of the cohort period. The dataset showed a negative moderate correlation between time and percentage of difference in hip angle and another positive moderate correlation between maximal sprint and percentage of difference in hip angle (r = 0.54, p = 0.02 and r = 0.53, p = 0.04), respectively. The correlations of stride time and distance with hip extension are interesting, as professional soccer players should have higher levels of hip flexor flexibility during the stride phase, recoil of the instep kick action.application/pdfengpt_PTA data analytics approach to assess the functional and physical performance of female soccer playersGonzález-Fernández, Francisco TomásCastillo-Rodríguez, AlfonsoRodríguez-García, LorenaClemente, Filipe ManuelSilva, Ana FilipaHandlehttp://hdl.handle.net/20.500.11960/3591ISSNIsPartOf1660-4601DOIIsPartOf10.3390/ijerph191589412023-10-26T16:10:30Z2022-07-22T00:00:00Z2022-07-222023-08-28T17:12:00Zhttp://purl.org/coar/access_right/c_abf2open accesspt_PTFootballpt_PTFunctional performancept_PTPhysical performancept_PTSports trainingpt_PTFemale soccer players606796 byteshttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttp://repositorio.ipvc.pt/bitstream/20.500.11960/3591/1/A%20data%20analytics%20approach%20to%20assess.pdfliteraturehttp://purl.org/coar/resource_type/c_6501journal article |
| spellingShingle | A data analytics approach to assess the functional and physical performance of female soccer players González-Fernández, Francisco Tomás Football Functional performance Physical performance Sports training Female soccer players |
| subject.fl_str_mv | Football Functional performance Physical performance Sports training Female soccer players |
| title | A data analytics approach to assess the functional and physical performance of female soccer players |
| title_full | A data analytics approach to assess the functional and physical performance of female soccer players |
| title_fullStr | A data analytics approach to assess the functional and physical performance of female soccer players |
| title_full_unstemmed | A data analytics approach to assess the functional and physical performance of female soccer players |
| title_short | A data analytics approach to assess the functional and physical performance of female soccer players |
| title_sort | A data analytics approach to assess the functional and physical performance of female soccer players |
| topic | Football Functional performance Physical performance Sports training Female soccer players |
| topic_facet | Football Functional performance Physical performance Sports training Female soccer players |
| url | http://hdl.handle.net/20.500.11960/3591 |
| visible | 1 |