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The influence of kinematics and neuromuscular activity on stand-up paddling performance using cluster analysis

datacite.subject.fosCiências Sociais::Outras Ciências Sociais
datacite.subject.sdg03:Saúde de Qualidade
dc.contributor.authorFreitas, João
dc.contributor.authorConceição, Ana T.
dc.contributor.authorŠtastný, Jan
dc.contributor.authorMorais, J.E.
dc.contributor.authorLouro, Hugo
dc.contributor.authorMarinho, D.A.
dc.contributor.authorNeiva, Henrique P.
dc.date.accessioned2026-01-14T10:13:09Z
dc.date.available2026-01-14T10:13:09Z
dc.date.issued2025
dc.description.abstractThis study classified stand-up paddle (SUP) practitioners by using cluster analysis of kinematic and neuromuscular activity. 14 male paddleboarders (24.2 ± 7.1 yrs) performed 3 submaximal trials of 65-m. Surface electromyography of upper trapezius (UT), biceps brachii (BB), triceps brachii (TB), tibialis anterior, and gastrocnemius medialis, on both sides of the body. Speed, stroke frequency, distance per stroke, and stroke index (SI) were also assessed. Clusters were discriminated between performances in different groups according to speed (F = 4.24, p = 0.043, η2 = 0.44). The left UT of the left pull (F = 7.20, p = 0.010, η2 = 0.57), the right TB of the left recovery (F = 6.21, p = 0.016, η2 = 0.53), and the right TB of the left pull (F = 5.80, p = 0.019, η2 = 0.51) were the main variables of the clusters. Best performers were characterised by high activations of the left UT during the left pull and the left TB during the right recovery, along with greater SI. Poor performers displayed low activations of right TB during the pull and recovery phases. Better performers showed high activations, in UT and TB during the pull and recovery phases, emphasising their role in SUP performance.eng
dc.description.sponsorshipThis work was supported by National Funds by FCT - Foundation for Science and Technology under the following project UIDB/04045/2020 (https://doi.org/10.54499/UIDB/04045/2020).
dc.identifier.citationFreitas, João; Conceição, Ana T.; Štastný, Jan; Morais, J.E.; Louro, Hugo; Marinho, D.A.; Neiva, Henrique P. (2025). The influence of kinematics and neuromuscular activity on stand-up paddling performance using cluster analysis. International Journal of Performance Analysis in Sport. ISSN 1474-8185. 25:6, p. 1-12
dc.identifier.doi10.1080/24748668.2025.2488679
dc.identifier.issn1474-8185
dc.identifier.urihttp://hdl.handle.net/10198/35471
dc.language.isoeng
dc.peerreviewedyes
dc.publisherRoutledge
dc.relationResearch Center in Sports Sciences, Health and Human Development
dc.relation.ispartofInternational Journal of Performance Analysis in Sport
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectMovement pattern
dc.subjectBiomechanics
dc.subjectElectromyography
dc.subjectPerformance
dc.titleThe influence of kinematics and neuromuscular activity on stand-up paddling performance using cluster analysispor
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleResearch Center in Sports Sciences, Health and Human Development
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F04045%2F2020/PT
oaire.citation.endPage12
oaire.citation.issue6
oaire.citation.startPage1
oaire.citation.titleInternational Journal of Performance Analysis in Sport
oaire.citation.volume25
oaire.fundingStream6817 - DCRRNI ID
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameMorais
person.givenNameJ.E.
person.identifier867179
person.identifier.ciencia-idAA12-BF58-EE60
person.identifier.orcid0000-0002-6885-0648
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
relation.isAuthorOfPublication80b13e62-254d-4d46-ad90-8b509ab523a8
relation.isAuthorOfPublication.latestForDiscovery80b13e62-254d-4d46-ad90-8b509ab523a8
relation.isProjectOfPublicationb305d97a-cacc-41ea-9c2b-e6554b5ee167
relation.isProjectOfPublication.latestForDiscoveryb305d97a-cacc-41ea-9c2b-e6554b5ee167

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