Essi Kalliolahti , Kia Gluschkoff , Eija Haukka , Timo Lanki , Juuso J. Jussila , Jaana I. Halonen , Tuula Oksanen , Jenni Ervasti
{"title":"16 778 名芬兰公共部门雇员的主动通勤变化以及工作能力和下班后恢复能力的变化","authors":"Essi Kalliolahti , Kia Gluschkoff , Eija Haukka , Timo Lanki , Juuso J. Jussila , Jaana I. Halonen , Tuula Oksanen , Jenni Ervasti","doi":"10.1016/j.jth.2024.101872","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>Promotion of active commuting by walking and cycling presents a feasible strategy to increase physical activity levels and improve employee health and wellbeing. Increasing evidence on the health benefits of active commuting exists, but little is known about longitudinal associations between active commuting and work ability, and recovery from work.</p></div><div><h3>Methods</h3><p>We conducted an observational cohort study of 16,778 public sector employees who responded to the Finnish Public Sector study surveys in 2020 and 2022. Within- and between-individual associations of changes in active commuting with changes in work ability and recovery from work were examined using hybrid modelling. Analyses were adjusted for sex and age at T1 (time-invariant confounders in the between-individual part of the analyses) and socio-economic factors, body mass index, health behaviours, and job strain (time-varying confounders in both parts).</p></div><div><h3>Results</h3><p>After adjustments, an increase in active commuting equivalent to 10 km per week was associated with small within-individual (unstandardized beta (B) = 0.016, 95% confidence interval (CI) 0.004–0.028) and between-individual (B = 0.028, 95% CI 0.019–0.038) improvements in work ability. In sex-stratified analyses, the positive within-individual effect on work ability was observed only among women (B = 0.026, 95% CI 0.001–0.040). With recovery from work, only between-individual positive association was observed (B = 0.032, 95% CI = 0.018–0.045).</p></div><div><h3>Conclusions</h3><p>It may be possible to improve work ability by increasing active commuting. However, it appears that a change corresponding to tens of weekly kilometres of active commuting is required to achieve a small improvement in work ability. No conclusive evidence supporting that an increase in active commuting enhances recovery from work was found.</p></div>","PeriodicalId":47838,"journal":{"name":"Journal of Transport & Health","volume":"38 ","pages":"Article 101872"},"PeriodicalIF":3.2000,"publicationDate":"2024-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S221414052400118X/pdfft?md5=47067918916d2b48208066829e0db8a3&pid=1-s2.0-S221414052400118X-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Changes in active commuting and changes in work ability and recovery from work in 16,778 Finnish public sector employees\",\"authors\":\"Essi Kalliolahti , Kia Gluschkoff , Eija Haukka , Timo Lanki , Juuso J. Jussila , Jaana I. Halonen , Tuula Oksanen , Jenni Ervasti\",\"doi\":\"10.1016/j.jth.2024.101872\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>Promotion of active commuting by walking and cycling presents a feasible strategy to increase physical activity levels and improve employee health and wellbeing. Increasing evidence on the health benefits of active commuting exists, but little is known about longitudinal associations between active commuting and work ability, and recovery from work.</p></div><div><h3>Methods</h3><p>We conducted an observational cohort study of 16,778 public sector employees who responded to the Finnish Public Sector study surveys in 2020 and 2022. Within- and between-individual associations of changes in active commuting with changes in work ability and recovery from work were examined using hybrid modelling. Analyses were adjusted for sex and age at T1 (time-invariant confounders in the between-individual part of the analyses) and socio-economic factors, body mass index, health behaviours, and job strain (time-varying confounders in both parts).</p></div><div><h3>Results</h3><p>After adjustments, an increase in active commuting equivalent to 10 km per week was associated with small within-individual (unstandardized beta (B) = 0.016, 95% confidence interval (CI) 0.004–0.028) and between-individual (B = 0.028, 95% CI 0.019–0.038) improvements in work ability. In sex-stratified analyses, the positive within-individual effect on work ability was observed only among women (B = 0.026, 95% CI 0.001–0.040). With recovery from work, only between-individual positive association was observed (B = 0.032, 95% CI = 0.018–0.045).</p></div><div><h3>Conclusions</h3><p>It may be possible to improve work ability by increasing active commuting. However, it appears that a change corresponding to tens of weekly kilometres of active commuting is required to achieve a small improvement in work ability. No conclusive evidence supporting that an increase in active commuting enhances recovery from work was found.</p></div>\",\"PeriodicalId\":47838,\"journal\":{\"name\":\"Journal of Transport & Health\",\"volume\":\"38 \",\"pages\":\"Article 101872\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2024-07-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S221414052400118X/pdfft?md5=47067918916d2b48208066829e0db8a3&pid=1-s2.0-S221414052400118X-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Transport & Health\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S221414052400118X\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Transport & Health","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S221414052400118X","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
Changes in active commuting and changes in work ability and recovery from work in 16,778 Finnish public sector employees
Background
Promotion of active commuting by walking and cycling presents a feasible strategy to increase physical activity levels and improve employee health and wellbeing. Increasing evidence on the health benefits of active commuting exists, but little is known about longitudinal associations between active commuting and work ability, and recovery from work.
Methods
We conducted an observational cohort study of 16,778 public sector employees who responded to the Finnish Public Sector study surveys in 2020 and 2022. Within- and between-individual associations of changes in active commuting with changes in work ability and recovery from work were examined using hybrid modelling. Analyses were adjusted for sex and age at T1 (time-invariant confounders in the between-individual part of the analyses) and socio-economic factors, body mass index, health behaviours, and job strain (time-varying confounders in both parts).
Results
After adjustments, an increase in active commuting equivalent to 10 km per week was associated with small within-individual (unstandardized beta (B) = 0.016, 95% confidence interval (CI) 0.004–0.028) and between-individual (B = 0.028, 95% CI 0.019–0.038) improvements in work ability. In sex-stratified analyses, the positive within-individual effect on work ability was observed only among women (B = 0.026, 95% CI 0.001–0.040). With recovery from work, only between-individual positive association was observed (B = 0.032, 95% CI = 0.018–0.045).
Conclusions
It may be possible to improve work ability by increasing active commuting. However, it appears that a change corresponding to tens of weekly kilometres of active commuting is required to achieve a small improvement in work ability. No conclusive evidence supporting that an increase in active commuting enhances recovery from work was found.