Calculating Load and Intensity Using Muscle Oxygen Saturation Data
| dc.contributor.affiliation | Universidad de Extremadura | |
| dc.contributor.affiliation | Universidad Andres Bello | |
| dc.contributor.affiliation | Universidad de Las Americas - Chile | |
| dc.contributor.author | Vasquez-Bonilla, Aldo | |
| dc.contributor.author | Yáñez-Sepúlveda, Rodrigo | |
| dc.contributor.author | Gómez-Carmona, Carlos D. | |
| dc.contributor.author | Olcina, Guillermo | |
| dc.contributor.author | Olivares-Arancibia, Jorge | |
| dc.contributor.author | Rojas-Valverde, Daniel | |
| dc.date.accessioned | 2025-04-12T22:12:23Z | |
| dc.date.available | 2025-04-12T22:12:23Z | |
| dc.date.issued | 2024-04-22 | |
| dc.description.abstract | The study aimed to calculate training intensity and load using muscle oxygen saturation (SmO2) during two differentiated physical tasks. 29 university athletes participated in a 40-m Maximal Shuttle Run Test (MST, 10 × 40-m with 30 s recovery between sprints) and a 3000-m time trial run. Distance and time were used to calculate external load (EL). Internal load indicators were calculated based on percentage of maximum heart rate (%HRMAX) and SmO2 variables: muscle oxygen extraction (∇%SmO2) and the cardio-muscle oxygen index (CMOI) was also provided by relating ∇%SmO2 ÷ %HRMAX, and the training load were calculated as the product of speed (m/min × IL) and the efficiency index [Effindex (m/min ÷ IL)]. A student t test was applied based on Bayesian factor analysis. As expected, EL differed in the 40-m MST (331 ± 22.8) vs. 3000-m trials (222 ± 56.8) [BF10 = 6.25e+6; p = <0.001]. Likewise, IL showed higher values in 40-m MST (39.20 ± 15.44) vs. 3000-m (30.51 ± 8.67) in CMOI: [BF10 = 1.70; p = 0.039]. Training load was greater in 40-m MST (85.77 ± 27.40) vs. 3000-m (15.55 ± 6.77) [(m/min × ∇%SmO2): BF10 = 12.5; p = 0.003] and 40-m MST (129.27 ± 49.44) vs. 3000-m (70.63 ± 32.98) [(m/min × CMOI): BF10 = 169.6; p = <0.001]. Also, the Effindex was higher in 40-m MST (10.19 ± 4.17) vs. 3000-m (6.06 ± 2.21) [(m/min × ∇%SmO2): BF10 = 137.03; p = <0.001] and 40-m MST (9.69 ± 4.11) vs. 3000-m (7.55 ± 1.87) [(m/min × CMOI): BF10 = 1.86; p = 0.035]. This study demonstrates calculations of training intensity and load based on SmO2 as an internal load indicator along with speed as an external load indicator during two differentiated exercises. | |
| dc.description.sponsorship | Vice-Rectory of Universidad Nacional de CostaRica; Spanish University System (Spanish Ministry of universities) - European Union-NextGenerationEU; This research received funding from the Vice-Rectory of Universidad Nacional de CostaRica and the postdoctoral contract Margarita Salas reference MS-35 (University of Extremadura) from the program of requalification of the Spanish University System (Spanish Ministry of universities)financed by the European Union-NextGenerationEU. | |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | Sports, 12(4), 113. https://doi.org/10.3390/sports12040113 | |
| dc.identifier.doi | https://doi.org/10.3390/sports12040113 | |
| dc.identifier.issn | 2075-4663 | |
| dc.identifier.orcid | https://orcid.org/0000-0002-5319-086X | |
| dc.identifier.orcid | https://orcid.org/0000-0002-9311-6576 | |
| dc.identifier.orcid | https://orcid.org/0000-0002-4084-8124 | |
| dc.identifier.orcid | https://orcid.org/0000-0002-8256-0882 | |
| dc.identifier.orcid | https://orcid.org/0000-0002-0717-8827 | |
| dc.identifier.pmid | 38668581 | |
| dc.identifier.researcherid | Q-8584-2016 | |
| dc.identifier.researcherid | F-7313-2016 | |
| dc.identifier.researcherid | G-8045-2015 | |
| dc.identifier.researcherid | HII-5486-2022 | |
| dc.identifier.researcherid | HFZ-9707-2022 | |
| dc.identifier.ror | https://ror.org/0174shg90 | |
| dc.identifier.ror | https://ror.org/01qq57711 | |
| dc.identifier.ror | https://ror.org/01t466c14 | |
| dc.identifier.ror | https://ror.org/0166e9x11 | |
| dc.identifier.scopusauthorid | 57192810947 | |
| dc.identifier.scopusauthorid | 57191875417 | |
| dc.identifier.scopusauthorid | 57199400943 | |
| dc.identifier.scopusauthorid | 15751462000 | |
| dc.identifier.scopusauthorid | 57205271934 | |
| dc.identifier.scopusauthorid | 57193240720 | |
| dc.identifier.uri | https://repositorio.udla.cl/handle/udla/1694 | |
| dc.language.iso | eng | |
| dc.publisher | MDPI AG | |
| dc.relation.funding | Universidad Nacional de Costa Rica, UNA | |
| dc.relation.funding | Universidad de Extremadura, UEx | |
| dc.relation.funding | Margarita Salas reference MS-35 | |
| dc.relation.funding | Spanish University System | |
| dc.relation.funding | European Union-NextGenerationEU | |
| dc.relation.funding | Vice-Rectory of Universidad Nacional de CostaRica | |
| dc.relation.funding | Spanish University System (Spanish Ministry of universities) - European Union-NextGenerationEU | |
| dc.relation.isindexedby | Web of Science | |
| dc.relation.issn | 2075-4663 | |
| dc.rights | Creative Commons Attribution 4.0 International | |
| dc.rights.accessrights | info:eu-repo/semantics/openAccess | |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.source | SPORTS | |
| dc.source.uri | https://www.mdpi.com/2075-4663/12/4/113 | |
| dc.subject | muscle oxygenation | |
| dc.subject | training load | |
| dc.subject | exercise efficiency | |
| dc.subject | exercise physiology and physical performance | |
| dc.subject.oecd1 | 3 Ciencias Médicas y de la Salud | |
| dc.subject.oecd2 | 3.3 Ciencias de la Salud | |
| dc.subject.oecd3 | 3.3.11 Ciencias del Deporte y Acondicionamiento Físico | |
| dc.title | Calculating Load and Intensity Using Muscle Oxygen Saturation Data | |
| dc.title.alternative | Calculating Load and Intensity Using Muscle Oxygen Saturation Data. | |
| dc.type | journal article | |
| dc.type.coar | http://purl.org/coar/resource_type/c_6501 | |
| dc.type.driver | info:eu-repo/semantics/article | |
| oaire.citation.issue | 4 | |
| oaire.citation.title | SPORTS | |
| oaire.citation.volume | 12 | |
| udla.curacion.control | jmvg | |
| udla.oecd.area | 3 Ciencias Médicas y de la Salud | |
| udla.oecd.discipline | 3.3.11 Ciencias del Deporte y Acondicionamiento Físico | |
| udla.oecd.subarea | 3.3 Ciencias de la Salud |