Tracking and Trajectory Analysis of Active Commuting from Childhood to Midlife

dc.contributor.authorYang, Xiaolin
dc.contributor.authorKukko, Tuomas
dc.contributor.authorSalin, Kasper
dc.contributor.authorKulmala, Janne
dc.contributor.authorRovio, Suvi P.
dc.contributor.authorPahkala, Katja
dc.contributor.authorLehtimäki, Terho
dc.contributor.authorRaitakari, Olli T.
dc.contributor.authorTammelin, Tuija H.
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code2607008
dc.converis.publication-id498985978
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/498985978
dc.date.accessioned2025-08-28T02:57:06Z
dc.date.available2025-08-28T02:57:06Z
dc.description.abstract<p><strong>Purpose </strong><br>To examine the tracking and trajectories of active commuting (AC) from childhood to midlife and their association with physical activity (PA) levels over 35 years.</p><p><strong>Methods </strong><br>Self-rated AC and PA data were extracted from the Young Finns Study across six phases (1983 − 2018) for tracking (n = 2851) and trajectories (n = 1220). Accelerometer-derived PA was quantified in 2018–2020 (n = 1134). AC tracking was analyzed using Spearman’s correlation, percentage agreements, and kappa statistics. Latent class analysis was used to identify distinct AC trajectories, and their associations with adult PA were subsequently evaluated.</p><p><strong>Results </strong><br>Tracking correlations of AC over 3 − 4, 6 − 7, 15, 18, and 35 years for both sexes were 0.40 − 0.43, 0.30 − 0.33, 0.25 − 0.32, 0.20 − 0.23, and 0.15 − 0.22 in summer, and 0.38 − 0.42, 0.35 − 0.41, 0.30 − 0.40, 0.25 − 0.33, and 0.23 − 0.31 in winter, respectively. Percentage agreements exceeded 54%, with kappa statistics ranging from slight to fair over time. Based on AC trajectories, four classes were identified for men (M) and five for women (W): stable car commuting (M:58.9%, W:37.4%), decreasing AC (M:16.5%, W:22.2%), increasing AC (M:12.8%, W:17.3%), and stable AC (M:11.8%), stable active walking (W:12.2%), and stable active summer cycling (W:10.8%). Compared to stable car-commuting ones, women who consistently walked or cycled in summer had higher adult moderate-to-vigorous PA and step counts. Men with consistent AC accumulated more steps and higher self-reported PA. Increasing AC in men also reported higher total PA. Stable AC participants were more physically active on weekdays, while men in the increased AC group were more active on weekends.</p><p><strong>Conclusions </strong><br>Tracking of AC from childhood to mid-adulthood was low to moderately high. Stable and increasing AC trajectories predicted higher adult PA levels during weekdays or weekends.</p>
dc.identifier.eissn1530-0315
dc.identifier.jour-issn0195-9131
dc.identifier.olddbid209970
dc.identifier.oldhandle10024/192997
dc.identifier.urihttps://www.utupub.fi/handle/11111/50027
dc.identifier.urlhttps://journals.lww.com/acsm-msse/abstract/9900/tracking_and_trajectory_analysis_of_active.816.aspx
dc.identifier.urnURN:NBN:fi-fe2025082792556
dc.language.isoen
dc.okm.affiliatedauthorRovio, Suvi
dc.okm.affiliatedauthorPahkala, Katja
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline315 Sport and fitness sciencesen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.discipline315 Liikuntatiedefi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherOvid Technologies (Wolters Kluwer Health)
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.doi10.1249/MSS.0000000000003760
dc.relation.ispartofjournalMedicine and Science in Sports and Exercise
dc.source.identifierhttps://www.utupub.fi/handle/10024/192997
dc.titleTracking and Trajectory Analysis of Active Commuting from Childhood to Midlife
dc.year.issued2025

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