Sensitivity and specificity of measuring children's free-living cycling with a thigh-worn Fibion accelerometer

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorPesola, Arto J.en_US
dc.contributor.authorEsmaeilzadeh, Samaden_US
dc.contributor.authorHakala, Pirjoen_US
dc.contributor.authorKallio, Ninaen_US
dc.contributor.authorBerg, Päivien_US
dc.contributor.authorHavu, Markoen_US
dc.contributor.authorRinne, Tiinaen_US
dc.contributor.departmentDepartment of Neuroscience and Biomedical Engineeringen
dc.contributor.departmentDepartment of Built Environmenten
dc.contributor.groupauthorPlanning and Transportationen
dc.contributor.organizationSouth-Eastern Finland University of Applied Sciencesen_US
dc.date.accessioned2023-06-30T09:53:14Z
dc.date.available2023-06-30T09:53:14Z
dc.date.issued2023en_US
dc.descriptionFunding Information: This work was supported by the Ministry of Education and Culture, Finland under Grants OKM/30/626/2019 and OKM/1097/626/2020. The funding agency had no role in study design; in the collection, analysis and interpretation of data; in the writing of the report; and in the decision to submit the article for publication. Publisher Copyright: 2023 Pesola, Esmaeilzadeh, Hakala, Kallio, Berg, Havu and Rinne.
dc.description.abstractObjective: Cycling is an important part of children's active travel, but its measurement using accelerometry is a challenge. The aim of the present study was to evaluate physical activity duration and intensity, and sensitivity and specificity of free-living cycling measured with a thigh-worn accelerometer. Methods: Participants were 160 children (44 boys) aged 11.5 ± 0.9 years who wore a triaxial Fibion® accelerometer on right thigh for 8 days, 24 h per day, and reported start time and duration of all cycling, walking and car trips to a travel log. Linear mixed effects models were used to predict and compare Fibion-measured activity and moderate-to-vigorous activity duration, cycling duration and metabolic equivalents (METs) between the travel types. Sensitivity and specificity of cycling bouts during cycling trips as compared to walking and car trips was also evaluated. Results: Children reported a total of 1,049 cycling trips (mean 7.08 ± 4.58 trips per child), 379 walking trips (3.08 ± 2.81) and 716 car trips (4.79 ± 3.96). There was no difference in activity and moderate-to-vigorous activity duration (p >.105), a lower cycling duration (−1.83 min, p <.001), and a higher MET-level (0.95, p <.001) during walking trips as compared to cycling trips. Both activity (−4.54 min, p <.001), moderate-to-vigorous activity (−3.60 min, p <.001), cycling duration (−1.74 min, p <.001) and MET-level (−0.99, p <.001) were lower during car trips as compared to cycling trips. Fibion showed the sensitivity of 72.2% and specificity of 81.9% for measuring cycling activity type during the reported cycling trips as compared to walking and car trips when the minimum required duration for cycling was less than 29 s. Conclusions: The thigh-worn Fibion® accelerometer measured a greater duration of cycling, a lower MET-level, and a similar duration of total activity and moderate-to-vigorous activity during free-living cycling trips as compared to walking trips, suggesting it can be used to measure free-living cycling activity and moderate-to-vigorous activity duration in 10–12-year-old children.en
dc.description.versionPeer revieweden
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationPesola, A J, Esmaeilzadeh, S, Hakala, P, Kallio, N, Berg, P, Havu, M & Rinne, T 2023, 'Sensitivity and specificity of measuring children's free-living cycling with a thigh-worn Fibion accelerometer', Frontiers in Sports and Active Living, vol. 5, 1113687. https://doi.org/10.3389/fspor.2023.1113687en
dc.identifier.doi10.3389/fspor.2023.1113687en_US
dc.identifier.issn2624-9367
dc.identifier.otherPURE UUID: cb73e8a6-6935-4dc4-b171-0a9923a8eae7en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/cb73e8a6-6935-4dc4-b171-0a9923a8eae7en_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/113724515/Sensitivity_and_specificity_of_measuring_children_s_free_living_cycling_with_a_thigh_worn_Fibion_accelerometer.pdf
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/122013
dc.identifier.urnURN:NBN:fi:aalto-202306304381
dc.language.isoenen
dc.publisherFrontiers Media
dc.relation.fundinginfoThis work was supported by the Ministry of Education and Culture, Finland under Grants OKM/30/626/2019 and OKM/1097/626/2020. The funding agency had no role in study design; in the collection, analysis and interpretation of data; in the writing of the report; and in the decision to submit the article for publication.
dc.relation.ispartofseriesFrontiers in Sports and Active Livingen
dc.relation.ispartofseriesVolume 5en
dc.rightsopenAccessen
dc.subject.keywordaccelerometeren_US
dc.subject.keywordactive travelen_US
dc.subject.keywordcyclingen_US
dc.subject.keywordenergy expenditureen_US
dc.subject.keywordMETS (metabolic equivalent of tasks)en_US
dc.subject.keywordmoderate-to-vigorous activityen_US
dc.subject.keywordwalkingen_US
dc.titleSensitivity and specificity of measuring children's free-living cycling with a thigh-worn Fibion accelerometeren
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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