A1 Refereed original research article in a scientific journal

Shifting towards active and sustainable commuting: the relative importance of factors associated with reduced car commuting among Finnish public sector employees




AuthorsJussila, Juuso J.; Gluschkoff, Kia; Halonen, Jaana I.; Kurkela, Olli; Lanki, Timo; Makkonen, Anna; Rehunen, Antti; Salo, Paula; Suomalainen, Emilia; Tainio, Marko; Ervasti, Jenni

PublisherElsevier BV

Publication year2026

Journal: Travel Behaviour and Society

Article number101154

Volume42

ISSN2214-367X

eISSN2214-367X

DOIhttps://doi.org/10.1016/j.tbs.2025.101154

Publication's open availability at the time of reportingOpen Access

Publication channel's open availability Partially Open Access publication channel

Web address https://doi.org/10.1016/j.tbs.2025.101154

Self-archived copy’s web addresshttps://research.utu.fi/converis/portal/detail/Publication/504927952

Self-archived copy's licenceCC BY

Self-archived copy's versionPublisher`s PDF


Abstract
Shifting from car to walking, cycling, or public transport increases physical activity and decreases traffic-related emissions. However, many commutes with healthier transportation options are still undertaken by private cars, highlighting the need for a deeper understanding of the factors associated with commuting modal shift. By linking individual-level survey data with grid-based data on the residential environment, we examined the relative importance of factors associated with reduced car commuting from 2020 to 2022 among 4464 Finnish public sector employees using dominance analysis. While the overall predictive power of the analysis was low, shorter average commute length, lower proportion of green areas, being a non-smoker, higher proportion of households without a car, shorter distance to the nearest grocery shop, less car ownership, higher total physical activity, and lower body mass index emerged as the most important factors. Results suggest that residential environment, health, and health behaviours only explain a small proportion of the total variance in a shift towards healthier commuting. Future studies should explore the role of individual psychosocial factors and workplace environment characteristics in explaining modal shifts in commuting within Nordic countries.

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Funding information in the publication
JJJ and TL were supported by the Research Council of Finland, Strategic Research Council (#358457). JIH was supported by the Academy of Finland, Strategic Research Council (#358454) and the Swedish Research Council for Health, Working Life and Welfare (#2023-00446). PS was supported by the Research Council of Finland, Strategic Research Council (#335186). ES and MT were supported by the Research Council of Finland, Strategic Research Council (#336517; #358456). KG, OK, and JE were supported by the Research Council of Finland, Strategic Research Council (#358458) and JE additionally by the Finnish Work Environment Fund (#220245).


Last updated on 16/02/2026 12:03:53 PM