Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/38072
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dc.contributor.authorRosenblat, Michael Aen_UK
dc.contributor.authorWatt, Jennifer Aen_UK
dc.contributor.authorArnold, Jem Ien_UK
dc.contributor.authorTreff, Gunnaren_UK
dc.contributor.authorSandbakk, Øyvind Ben_UK
dc.contributor.authorEsteve-Lanao, Jonathanen_UK
dc.contributor.authorFesta, Lucaen_UK
dc.contributor.authorFilipas, Lucaen_UK
dc.contributor.authorGalloway, Stuart Den_UK
dc.contributor.authorMuñoz, Ikeren_UK
dc.contributor.authorRamos-Campo, Domingo Jen_UK
dc.contributor.authorSchneeweiss, Patricken_UK
dc.contributor.authorSellés-Pérez, Sergioen_UK
dc.contributor.authorStöggl, Thomasen_UK
dc.contributor.authorTalsnes, Rune Ken_UK
dc.date.accessioned2026-05-29T20:31:06Z-
dc.date.available2026-05-29T20:31:06Z-
dc.date.issued2025-03en_UK
dc.identifier.urihttp://hdl.handle.net/1893/38072-
dc.description.abstractBackground Endurance athletes tend to accumulate large training volumes, the majority of which are performed at a low intensity and a smaller portion at moderate and high intensity. However, different training intensity distributions (TID) are employed to maximize physiological and performance adaptations. Objective The objective of this study was to conduct a systematic review and network meta-analysis of individual participant data to compare the effect of different TID models on maximal oxygen uptake (VO2max) and time-trial (TT) performance in endurance-trained athletes. Methods Studies were included if: (1) they were published in peer reviewed academic journals, (2) they were in English, (3) they were experimental or quasi-experimental studies, (4) they included trained endurance athletes, (5) they compared a polarized (POL) TID intervention to a comparator group that utilized a different TID model, (6) the duration in each intensity domain could be quantified, and (7) they reported VO2max or TT performance. Medline and SPORTDiscus were searched from inception until 11 February 2024. Results We included 13 studies with 348 (n = 296 male, n = 52 female) recreational (n = 150) and competitive (n = 198) endurance athletes. Mean age ranged from 17.6 to 41.5 years and VO2max ranged from 46.6 to 68.3 mL·kg−1·min−1, across studies respectively. Based on the time in heart rate zone approach, there was no difference in VO2max (SMD = − 0.06, p = 0.68) or TT performance (SMD = − 0.05, p = 0.34) between POL and pyramidal (PYR) interventions. There were no statistically significant differences between POL and any of the other TID interventions. Subgroup analysis showed a statistically significant difference in the response of VO2max between recreational and competitive athletes for POL and PYR (SMD = − 0.63, p < 0.05). Competitive athletes may have greater improvements to VO2max with POL, while recreational athletes may improve more with a PYR TID. Conclusions Our results indicate that the adaptations to VO2max following different TID interventions are dependent on performance level. Athletes at a more competitive level may benefit from a POL TID intervention and recreational athletes from a PYR TID intervention.en_UK
dc.language.isoenen_UK
dc.publisherSpringer Science and Business Media LLCen_UK
dc.relationRosenblat MA, Watt JA, Arnold JI, Treff G, Sandbakk ØB, Esteve-Lanao J, Festa L, Filipas L, Galloway SD, Muñoz I, Ramos-Campo DJ, Schneeweiss P, Sellés-Pérez S, Stöggl T & Talsnes RK (2025) Which Training Intensity Distribution Intervention will Produce the Greatest Improvements in Maximal Oxygen Uptake and Time-Trial Performance in Endurance Athletes? A Systematic Review and Network Meta-analysis of Individual Participant Data. <i>Sports Medicine</i>, 55, pp. 655-673. https://doi.org/10.1007/s40279-024-02149-3en_UK
dc.rightsThis accepted manuscript is made available under the terms of a Creative Commons Attribution (CC BY) accepted for publication in Sports Medicine Volume 55, pages 655–673 (2025).en_UK
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_UK
dc.titleWhich Training Intensity Distribution Intervention will Produce the Greatest Improvements in Maximal Oxygen Uptake and Time-Trial Performance in Endurance Athletes? A Systematic Review and Network Meta-analysis of Individual Participant Dataen_UK
dc.typeJournal Articleen_UK
dc.rights.embargodate2026-05-29en_UK
dc.identifier.doi10.1007/s40279-024-02149-3en_UK
dc.identifier.pmid39888556en_UK
dc.citation.jtitleSports Medicineen_UK
dc.citation.issn1179-2035en_UK
dc.citation.issn0112-1642en_UK
dc.citation.volume55en_UK
dc.citation.spage655en_UK
dc.citation.epage673en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusAM - Accepted Manuscripten_UK
dc.type.statusAM - Accepted Manuscripten_UK
dc.identifier.urlhttps://hdl.handle.net/10045/151592en_UK
dc.author.emailsam.dixon@stir.ac.uken_UK
dc.citation.date31/01/2025en_UK
dc.description.notesAdditional authors: Christoph Zinner & Stephen Seileren_UK
dc.contributor.affiliationTel Aviv Universityen_UK
dc.contributor.affiliationUniversity of Torontoen_UK
dc.contributor.affiliationUniversity of British Columbiaen_UK
dc.contributor.affiliationParacelsus Medical University, Salzburgen_UK
dc.contributor.affiliationNorwegian University of Science And Technology (NTNU)en_UK
dc.contributor.affiliationIndependenten_UK
dc.contributor.affiliationIndependenten_UK
dc.contributor.affiliationUniversita degli Studi di Milanoen_UK
dc.contributor.affiliationSporten_UK
dc.contributor.affiliationUniversity of Deustoen_UK
dc.contributor.affiliationUniversidad Politécnica de Madriden_UK
dc.contributor.affiliationUniversity of Tuebingen (Eberhard Karls)en_UK
dc.contributor.affiliationUniversity of Alicanteen_UK
dc.contributor.affiliationIndependenten_UK
dc.contributor.affiliationNorwegian University of Science And Technology (NTNU)en_UK
dc.identifier.isiWOS:001411664700001en_UK
dc.identifier.scopusid2-s2.0-85217188028en_UK
dc.identifier.wtid2095779en_UK
dc.contributor.orcid0000-0002-3045-2177en_UK
dc.contributor.orcid0000-0002-1622-3044en_UK
dc.date.accepted2024-11-13en_UK
dcterms.dateAccepted2024-11-13en_UK
dc.date.filedepositdate2026-04-30en_UK
rioxxterms.apcnot requireden_UK
rioxxterms.versionAMen_UK
local.rioxx.authorRosenblat, Michael A|0000-0002-3045-2177en_UK
local.rioxx.authorWatt, Jennifer A|en_UK
local.rioxx.authorArnold, Jem I|en_UK
local.rioxx.authorTreff, Gunnar|en_UK
local.rioxx.authorSandbakk, Øyvind B|en_UK
local.rioxx.authorEsteve-Lanao, Jonathan|en_UK
local.rioxx.authorFesta, Luca|en_UK
local.rioxx.authorFilipas, Luca|en_UK
local.rioxx.authorGalloway, Stuart D|0000-0002-1622-3044en_UK
local.rioxx.authorMuñoz, Iker|en_UK
local.rioxx.authorRamos-Campo, Domingo J|en_UK
local.rioxx.authorSchneeweiss, Patrick|en_UK
local.rioxx.authorSellés-Pérez, Sergio|en_UK
local.rioxx.authorStöggl, Thomas|en_UK
local.rioxx.authorTalsnes, Rune K|en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.freetoreaddate2026-05-29en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/under-embargo-all-rights-reserved||2026-01-31en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/all-rights-reserved|2026-05-29|en_UK
local.rioxx.filenameElectronic Supplementary Material Appendix 1 - July 1 2024.docxen_UK
local.rioxx.filecount2en_UK
local.rioxx.source1179-2035en_UK
Appears in Collections:Faculty of Health Sciences and Sport Journal Articles

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