Changes in active commuting and changes in health: Within- and between-individual analyses among 16 881 Finnish public sector employees

dc.contributor.authorHaukka Eija
dc.contributor.authorGluschkoff Kia
dc.contributor.authorKalliolahti Essi
dc.contributor.authorLanki Timo
dc.contributor.authorJussila Juuso J
dc.contributor.authorHalonen Jaana I
dc.contributor.authorOksanen Tuula
dc.contributor.authorSalo Paula
dc.contributor.authorErvasti Jenni
dc.contributor.organizationfi=psykologia|en=Psychology|
dc.contributor.organization-code1.2.246.10.2458963.20.15586825505
dc.converis.publication-id181769652
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/181769652
dc.date.accessioned2025-08-28T00:37:37Z
dc.date.available2025-08-28T00:37:37Z
dc.description.abstract<p>BACKGROUND<br></p><p>Active commuting, such as walking or cycling to work, can be beneficial for health. However, because within-individual studies on the association between change in active commuting and change in health are scarce, the previous results may have been biased due to unmeasured confounding. Additionally, prior studies have often lacked information about commuting distance.<br></p><p>METHODS</p><p>We used two waves (2020, T1 and 2022, T2) of self-report data from the Finnish Public Sector study (N = 16,881; 80% female) to examine the within- and between associations (in a hybrid model) between active commuting and health. Exposure was measured by actively commuted kilometers per week, that is, by multiplying the number of walking or cycling days per week with the daily commuting distance. The primary outcome, self-rated health, was measured at T1 and T2. The secondary outcomes, psychological distress, and sleep problems were measured only at T2 and were therefore analyzed only in a between-individual design.<br></p><p>RESULTS</p><p>After adjustment for potential time-varying confounders such as socioeconomic factors, body mass index, and health behaviors, an increase equivalent to 10 additional active commuting kilometers per week was associated with a small improvement in self-rated health (within-individual unstandardized beta = 0.01, 95% CI 0.01-0.02; between-individual unstandardized beta = 0.03, 95% CI 0.02-0.04). No associations were observed between changes in active commuting and psychological distress or sleep problems.<br></p><p>CONCLUSIONS</p><p>An increase in active commuting may promote self-rated health. However, increase of tens of additional kilometers in commuting every day may be required to produce even a small effect on health.</p>
dc.identifier.eissn1096-0260
dc.identifier.jour-issn0091-7435
dc.identifier.olddbid206070
dc.identifier.oldhandle10024/189097
dc.identifier.urihttps://www.utupub.fi/handle/11111/41332
dc.identifier.urlhttps://doi.org/10.1016/j.ypmed.2023.107744
dc.identifier.urnURN:NBN:fi-fe2025082791129
dc.language.isoen
dc.okm.affiliatedauthorSalo, Paula
dc.okm.discipline3141 Health care scienceen_GB
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline515 Psychologyen_GB
dc.okm.discipline3141 Terveystiedefi_FI
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.discipline515 Psykologiafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier BV
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.relation.articlenumber107744
dc.relation.doi10.1016/j.ypmed.2023.107744
dc.relation.ispartofjournalPreventive Medicine
dc.relation.volume177
dc.source.identifierhttps://www.utupub.fi/handle/10024/189097
dc.titleChanges in active commuting and changes in health: Within- and between-individual analyses among 16 881 Finnish public sector employees
dc.year.issued2023

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