ArticleBMC public health2016
Association between education and future leisure-time physical inactivity: a study of Finnish twins over a 35-year follow-up.
Article in BMC public health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed, 30 citations in OpenAlex.
- Evaluating a Genome-Wide Polygenic Score for Handgrip Strength and Its Interplay with Leisure-Time Physical Activity Across the IGEMS Twin Cohorts.Medicine and science in sports and exercise · 2026Article
- Associations between physical activity levels and socioeconomic and occupational factors among a large workforce population: insights from an employee health cohort study.BMC public health · 2026Article
- Genetic predisposition to longer lifespan, lifestyle factors, and all-cause mortality: a 17-year prospective cohort study.GeroScience · 2026Article
- Exercise Perceptions, Barriers, and Self-Efficacy Among Adults in Kuwait During the COVID-19 Pandemic.International journal of environmental research and public health · 2026Article
- Genetic Liability to Higher Muscle Strength Associates With a Lower Risk of Cardiovascular Disease Mortality in Men Irrespective of Leisure-Time Physical Activity in Adulthood: A Longitudinal Cohort Study.Journal of the American Heart Association · 2025Article
- How are socioeconomic status, social support, and health history associated with unhealthy lifestyle behaviours in middle-aged adults? Results of the Swedish CArdioPulmonary bioImage Study (SCAPIS) COHORT.Archives of public health = Archives belges de sante publique · 2025Article
- Sociodemographic, health-related, and acculturation determinants of physical activity participation among Asian American women.Preventive medicine reports · 2023Article
- Article
- Physical inactivity in nine European and Central Asian countries: an analysis of national population-based survey results.European journal of public health · 2021Article
- Understanding Vocational Students' Motivation for Dietary and Physical Activity Behaviors.International journal of environmental research and public health · 2021Article
- Perioperative Exercise Intention and Influencing Factors: A Multi-Centered Cross-Sectional Study.Frontiers in public health · 2021Article
- Level of physical activity among middle-aged and older Chinese people: evidence from the China health and retirement longitudinal study.BMC public health · 2020Article
- Participation in group-based physical activity programmes for adults in Germany and associated factors: data from a nationwide cohort study.BMC public health · 2018Article
- Awareness of ParticipACTION among Canadian adults: a seven-year cross-sectional follow-up.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2018Article
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8 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEducation is associated with health related lifestyle choices including leisure-time physical inactivity. However, the longitudinal associations between education and inactivity merit further studies. We investigated the association between education and leisure-time physical inactivity over a 35-year follow-up with four time points controlling for multiple covariates including familial confounding.
methodsThis study of the population-based Finnish Twin Cohort consisted of 5254 twin individuals born in 1945-1957 (59 % women), of which 1604 were complete same-sexed twin pairs. Data on leisure-time physical activity and multiple covariates was available from four surveys conducted in 1975, 1981, 1990 and 2011 (response rates 72 to 89 %). The association between years of education and leisure-time physical inactivity (<1.5 metabolic equivalent hours/day) was first analysed for each survey. Then, the role of education was investigated for 15-year and 35-year inactivity periods in the longitudinal analyses. The co-twin control design was used to analyse the potential familial confounding of the effects. All analyses were conducted with and without multiple covariates. Odds Ratios (OR) with 95 % Confidence Intervals (CI) were calculated using logistic and conditional (fixed-effects) regression models.
resultsEach additional year of education was associated with less inactivity (OR 0.94 to 0.95, 95 % CI 0.92, 0.99) in the cross-sectional age- and sex-adjusted analyses. The associations of education with inactivity in the 15- and 35-year follow-ups showed a similar trend: OR 0.97 (95 % CI 0.93, 1.00) and OR 0.94 (95 % CI 0.91, 0.98), respectively. In all co-twin control analyses, each year of higher education was associated with a reduced likelihood of inactivity suggesting direct effect (i.e. independent from familial confounding) of education on inactivity. However, the point estimates were lower than in the individual-level analyses. Adjustment for multiple covariates did not change these associations.
conclusionsHigher education is associated with lower odds of leisure-time physical inactivity during the three-decade follow-up. The association was found after adjusting for several confounders, including familial factors. Hence, the results point to the conclusion that education has an independent role in the development of long-term physical inactivity and tailored efforts to promote physical activity among lower educated people would be needed throughout adulthood.
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