Evidence map›Paper›PMID 27492437›Full record

ArticleBMC public health2016

Association between education and future leisure-time physical inactivity: a study of Finnish twins over a 35-year follow-up.

Maarit Piirtola, Jaakko Kaprio, Urho M Kujala, Kauko Heikkilä, Markku Koskenvuo, Pia Svedberg, Karri Silventoinen, Annina Ropponen

Open access · goldAbstract readTwin Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
2.1field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 30 citations in OpenAlex.

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  4. Exercise Perceptions, Barriers, and Self-Efficacy Among Adults in Kuwait During the COVID-19 Pandemic.International journal of environmental research and public health · 2026
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  10. Understanding Vocational Students' Motivation for Dietary and Physical Activity Behaviors.International journal of environmental research and public health · 2021
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  14. 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 · 2018
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 4 institutions in 2 countries.

Maarit PiirtolaDepartment of Public Health, University of Helsinki, PO Box 41 (Tukholmankatu 8, 2B), FI-00014, Helsinki, Finland. maarit.piirtola@helsinki.fi.ORCID 0000-0001-7270-6676
Jaakko KaprioDepartment of Public Health, University of Helsinki, PO Box 41 (Tukholmankatu 8, 2B), FI-00014, Helsinki, Finland.
Urho M KujalaDepartment of Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
Kauko HeikkiläDepartment of Public Health, University of Helsinki, PO Box 41 (Tukholmankatu 8, 2B), FI-00014, Helsinki, Finland.
Markku KoskenvuoDepartment of Public Health, University of Helsinki, PO Box 41 (Tukholmankatu 8, 2B), FI-00014, Helsinki, Finland.
Pia SvedbergDepartment of Clinical Neuroscience, Division of Insurance Medicine, Karolinska Institutet, Stockholm, Sweden.
Karri SilventoinenDepartment of Social Research, Population Research Unit, University of Helsinki, Helsinki, Finland.
Annina RopponenFinnish Institute of Occupational Health, Helsinki, Finland.
University of Helsinki · FIFinnish Institute of Occupational Health · FIKarolinska Institutet · SEUniversity of Jyväskylä · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Educational StatusExerciseHealth BehaviorLeisure ActivitiesSedentary BehaviorTwinsAdolescentAdultAgedCross-Sectional StudiesEnvironmentFamilyFemaleFinlandFollow-Up StudiesHumansAdultBehavioral geneticsCohort studiesEducational statusExerciseFollow-Up studiesTwins

Identifiers

PMID27492437
PMCPMC4973543
OpenAlexW2495471333

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.