Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/34537
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dc.contributor.authorWilson, Matthew Ten_UK
dc.contributor.authorMacgregor, Lewis Jen_UK
dc.contributor.authorFyfe, Jacksonen_UK
dc.contributor.authorHunter, Angus Men_UK
dc.contributor.authorHamilton, D Leeen_UK
dc.contributor.authorGallagher, Iain Jen_UK
dc.date.accessioned2022-07-28T00:01:40Z-
dc.date.available2022-07-28T00:01:40Z-
dc.date.issued2022-07-19en_UK
dc.identifier.urihttp://hdl.handle.net/1893/34537-
dc.description.abstractTraining interventions often have small effects and are tested in small samples. We used a Bayesian approach to examine the change in jump distance after different resistance training programmes. Thirty-three 18- to 45-year-old males completed one of three lower limb resistance training programmes: deadlift (DL), hip thrust (HT) or back squat (BS). Horizontal and vertical jump performance was assessed over the training intervention. Examination of Bayesian posterior distributions for jump distance estimated that the probability of a change above a horizontal jump smallest worthwhile change (SWC) of 4.7 cm for the DL group was ~12%. For the HT and BS groups, the probability of a change above the SWC was ~87%. The probability of a change above a vertical jump SWC of 1.3 cm for the DL group was ~31%. For the HT and BS groups, the probability of a change above the vertical jump SWC was ~62% and ~67%, respectively. Our study illustrates that a Bayesian approach provides a rich inferential interpretation for small sample training studies with small effects. The extra information from such a Bayesian approach is useful to practitioners in Sport and Exercise Science where small effects are expected and sample size is often constrained.en_UK
dc.language.isoenen_UK
dc.publisherInforma UK Limiteden_UK
dc.relationWilson MT, Macgregor LJ, Fyfe J, Hunter AM, Hamilton DL & Gallagher IJ (2022) Bayesian analysis of changes in standing horizontal and vertical jump after different modes of resistance training. Journal of Sports Sciences. https://doi.org/10.1080/02640414.2022.2100676en_UK
dc.rights© 2022 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.en_UK
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/en_UK
dc.subjectResistance trainingen_UK
dc.subjectbayesianen_UK
dc.subjectinferenceen_UK
dc.subjecthorizontal jumpen_UK
dc.subjectvertical jumpen_UK
dc.titleBayesian analysis of changes in standing horizontal and vertical jump after different modes of resistance trainingen_UK
dc.typeJournal Articleen_UK
dc.identifier.doi10.1080/02640414.2022.2100676en_UK
dc.identifier.pmid35852164en_UK
dc.citation.jtitleJournal of Sports Sciencesen_UK
dc.citation.issn1466-447Xen_UK
dc.citation.issn0264-0414en_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusVoR - Version of Recorden_UK
dc.citation.date19/07/2022en_UK
dc.description.notesOutput Status: Forthcoming/Available Onlineen_UK
dc.contributor.affiliationSporten_UK
dc.contributor.affiliationSporten_UK
dc.contributor.affiliationDeakin Universityen_UK
dc.contributor.affiliationSporten_UK
dc.contributor.affiliationSporten_UK
dc.contributor.affiliationSporten_UK
dc.identifier.scopusid2-s2.0-85134357732en_UK
dc.identifier.wtid1830858en_UK
dc.contributor.orcid0000-0001-9107-626Xen_UK
dc.contributor.orcid0000-0003-2310-6468en_UK
dc.contributor.orcid0000-0001-7562-6145en_UK
dc.contributor.orcid0000-0002-5620-4788en_UK
dc.contributor.orcid0000-0002-8630-7235en_UK
dc.date.accepted2022-07-05en_UK
dcterms.dateAccepted2022-07-05en_UK
dc.date.filedepositdate2022-07-27en_UK
rioxxterms.apcpaiden_UK
rioxxterms.typeJournal Article/Reviewen_UK
rioxxterms.versionVoRen_UK
local.rioxx.authorWilson, Matthew T|0000-0001-9107-626Xen_UK
local.rioxx.authorMacgregor, Lewis J|0000-0003-2310-6468en_UK
local.rioxx.authorFyfe, Jackson|en_UK
local.rioxx.authorHunter, Angus M|0000-0001-7562-6145en_UK
local.rioxx.authorHamilton, D Lee|0000-0002-5620-4788en_UK
local.rioxx.authorGallagher, Iain J|0000-0002-8630-7235en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.freetoreaddate2022-07-27en_UK
local.rioxx.licencehttp://creativecommons.org/licenses/by-nc-nd/4.0/|2022-07-27|en_UK
local.rioxx.filename02640414.2022.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source1466-447Xen_UK
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