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Assessment of internal load and external load in senior football players: Differences between competitive levels

datacite.subject.fosCiências Médicas
datacite.subject.sdg03:Saúde de Qualidade
dc.contributor.authorTereso, Diogo
dc.contributor.authorGamonales, José M.
dc.contributor.authorHernández-Beltrán, Víctor
dc.contributor.authorPaulo, Rui
dc.date.accessioned2026-07-16T11:43:59Z
dc.date.available2026-07-16T11:43:59Z
dc.date.issued2026
dc.descriptionAcknowledgments: This study was developed within the Optimization of Training and Sports Performance Group (GOERD), Faculty of Sports Sciences, University of Extremadura (Spain) and Polytechnic University of Castelo Branco (Portugal).
dc.description.abstractBackground: Football is an intermittent sport characterized by high physical and physiological demands, which may be influenced by the competitive level. Understanding differences in match load is fundamental for optimizing training planning, fatigue management, and athlete performance and injury prevention. This study aimed to evaluate and compare external and internal load in senior football players in Portugal across five distinct competitive levels. Methods: Wimu ProTM (Hudl, Lincoln, NE, USA) and Garmin Heart Rate bands (Garmin International Inc., Olathe, KS, USA) were used to quantify and evaluate the external and internal load of the players. A total of 96 athletes were assessed, with ages ranging from 19 to 36 years (mean: 24.28 ± 4.72), who were divided into five competition levels (1st Division (n = 19), 2nd Division (n = 21), 3rd Division (n = 14), 4th Division (n = 20), and Regional Division (n = 22). Results: Significant differences were observed between competitive levels across several external load variables (p > 0.001). The 3rd Division and 4th Division showed higher values in variables associated with reactive and high-intensity actions (p < 0.001; effect size: 0.287), whereas the 2nd Division exhibited a more controlled load profile. Regarding internal load, significant differences were only observed in average heart rate during the second half (p = 0.043; effect size: 0.085), indicating distinct capacities to maintain physiological intensity under fatigue. Conclusions: It can be concluded that competitive level influences load profiles in football, although the differences do not follow a linear pattern. External and internal loads demonstrate greater discriminatory capacity between competitive levels than internal load.eng
dc.description.sponsorshipThis research was partially funded by the Optimisation of Training and Sports Performance Research Group (GOERD) of the Faculty of Sports Sciences of the University of Extremadura and the Research Vicerectory of Universidad Nacional. Also, this research was partially funded by the Research Group Support Grant (GR24133). It was co-funded at 85% by the European Union through the European Regional Development Funds (ERDF), and by the Regional Government of Extremadura (Department of Education, Science, and Vocational Training). The Managing Authority is the Ministry of Finance of Spain. SPRINT—Sport Physical Activity and Health Research & Innovation Center|Centro de Investigação & Inovação em Desporto Atividade Física e Saúde|Portugal|FCT—Fundação para a Ciência e a Tecnologia| Portuguese Foundation for Science and Technology|UID/06185/2025 (https://doi.org/10.5 4499/UID/06185/2025)|UID/PRR/06185/2025 (https://doi.org/10.54499/UID/PRR/06185/20 25)|UID/PRR2/06185/2025.
dc.identifier.citationTERESO, D. [et al.] (2026) - Assessment of internal load and external load in senior football players: Differences between competitive levels. Journal of Functional Morphology and Kinesiology. 11:2, 242. DOI: 10.3390/jfmk11020242
dc.identifier.doi10.3390/jfmk11020242
dc.identifier.issnhttps://doi.org/10.3390/jfmk11020242
dc.identifier.urihttp://hdl.handle.net/10400.11/10938
dc.language.isoeng
dc.peerreviewedyes
dc.publisherMDPI
dc.relation.hasversionhttps://www.mdpi.com/2411-5142/11/2/242
dc.rights.urihttp://creativecommons.org/licenses/by-sa/4.0/
dc.subjectFootball
dc.subjectPerformance
dc.subjectDivision
dc.subjectMatch demands
dc.subjectPlayers
dc.titleAssessment of internal load and external load in senior football players: Differences between competitive levelspor
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage19
oaire.citation.issue242
oaire.citation.startPage1
oaire.citation.titleJournal of Functional Morphology and Kinesiology
oaire.citation.volume11
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNamePaulo
person.givenNameRui
person.identifier.orcid0000-0002-0640-0713
relation.isAuthorOfPublication7d71f926-d360-4c74-92a6-7ed1b0debc95
relation.isAuthorOfPublication.latestForDiscovery7d71f926-d360-4c74-92a6-7ed1b0debc95

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