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Tracking and Trajectory Analysis of Active Commuting from Childhood to Midlife

Publiceringsår

2025

Upphovspersoner

Yang, Xiaolin; Kukko, Tuomas; Salin, Kasper; Kulmala, Janne; Rovio, Suvi P.; Pahkala, Katja; Lehtimäki, Terho; Raitakari, Olli T.; Tammelin, Tuija H.

Abstrakt

Purpose 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. Methods 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. Results 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. Conclusions 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.
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Organisationer och upphovspersoner

Åbo universitet

Pahkala Katja

Raitakari Olli

Rovio Suvi-Päivikki

Tammerfors universitet

Lehtimäki Terho Orcid -palvelun logo

Jyväskylän ammattikorkeakoulu

Kulmala Janne Orcid -palvelun logo

Tammelin Tuija H. Orcid -palvelun logo

Kukko Tuomas Orcid -palvelun logo

Yang Xiaolin Orcid -palvelun logo

Publikationstyp

Publikationsform

Artikel

Moderpublikationens typ

Tidning

Artikelstyp

En originalartikel

Målgrupp

Vetenskaplig

Kollegialt utvärderad

Kollegialt utvärderad

UKM:s publikationstyp

A1 Originalartikel i en vetenskaplig tidskrift

Publikationskanalens uppgifter

Volym

57

Nummer

10

Sidor

2196-2206

Publikationsforum

63171

Publikationsforumsnivå

3

Öppen tillgång

Öppen tillgänglighet i förläggarens tjänst

Ja

Öppen tillgång till publikationskanalen

Delvis öppen publikationskanal

Parallellsparad

Ja

Övriga uppgifter

Vetenskapsområden

Gymnastik- och idrottsvetenskap; Allmänmedicin, inre medicin och annan klinisk medicin; Folkhälsovetenskap, miljö och arbetshälsa

Identifierade tema

[object Object]

Publiceringsland

Förenta staterna (USA)

Förlagets internationalitet

Internationell

Språk

engelska

Internationell sampublikation

Ja

Sampublikation med ett företag

Ja

DOI

10.1249/mss.0000000000003760

Publikationen ingår i undervisnings- och kulturministeriets datainsamling

Ja