Tracking and Trajectory Analysis of Active Commuting from Childhood to Midlife
Year of publication
2025
Authors
Yang, Xiaolin; Kukko, Tuomas; Salin, Kasper; Kulmala, Janne; Rovio, Suvi P.; Pahkala, Katja; Lehtimäki, Terho; Raitakari, Olli T.; Tammelin, Tuija H.
Abstract
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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Publication type
Publication format
Article
Parent publication type
Journal
Article type
Original article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A1 Journal article (refereed), original researchPublication channel information
Journal/Series
Publisher
Volume
57
Issue
10
Pages
2196-2206
ISSN
Publication forum
Publication forum level
3
Open access
Open access in the publisher’s service
Yes
Open access of publication channel
Partially open publication channel
Self-archived
Yes
Other information
Fields of science
Sport and fitness sciences; General medicine, internal medicine and other clinical medicine; Public health care science, environmental and occupational health
Identified topic
[object Object]
Publication country
United States
Internationality of the publisher
International
Language
English
International co-publication
Yes
Co-publication with a company
Yes
DOI
10.1249/mss.0000000000003760
The publication is included in the Ministry of Education and Culture’s Publication data collection
Yes