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dc.contributor.authorJunttila, Hanna Elina
dc.contributor.authorVaaramo, Mikko Matias
dc.contributor.authorHuikari, Sanna Martta
dc.contributor.authorKari, Jaana Tuulikki
dc.contributor.authorLeinonen, Anna‐Maiju
dc.contributor.authorFarrahi, Vahid
dc.contributor.authorKorpelainen, Raija
dc.contributor.authorKorhonen, Marko Juhani
dc.date.accessioned2023-06-08T10:03:47Z
dc.date.available2023-06-08T10:03:47Z
dc.date.issued2023
dc.identifier.citationJunttila, H. E., Vaaramo, M. M., Huikari, S. M., Kari, J. T., Leinonen, A., Farrahi, V., Korpelainen, R., & Korhonen, M. J. (2023). Association of accelerometer‐measured physical activity and midlife income : A Northern Finland Birth Cohort 1966 Study. <i>Scandinavian Journal of Medicine and Science in Sports</i>, <i>33</i>(9), 1765-1778. <a href="https://doi.org/10.1111/sms.14421" target="_blank">https://doi.org/10.1111/sms.14421</a>
dc.identifier.otherCONVID_183510582
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/87573
dc.description.abstractThis study investigated the association between physical activity (PA) and midlife income. The population-based data comprised employed members of the Northern Finland Birth Cohort 1966 (N = 2797). Using binned scatterplots and polynomial regressions, we evaluated the association between accelerometer-measured moderate PA (MPA), vigorous PA (VPA), and moderate-to-vigorous PA (MVPA) at 46 years old and register-based income at 50 years old. The models were adjusted for sex, marital status, number of children, education, adolescent PA, occupational physical strenuousness, and time preference. We found MPA (p < 0.001), VPA (p < 0.05), and MVPA (p < 0.001) to associate curvilinearly with income. In subgroup analyses, a curvilinear association was found between MPA (p < 0.01) and MVPA (p < 0.01) among those with physically strenuous work, VPA among all females (p < 0.01) and females with physically light work (p < 0.01), and MPA and MVPA among all males and males with physically strenuous work (p < 0.05; p < 0.01; p < 0.05; p < 0.05, respectively) and income. The highest income benefits occurred at PA volumes higher than current PA guidelines. Linear associations between PA and income were found among females for MPA (p < 0.05) and MVPA (p < 0.05), among those with physically light work for MPA (p < 0.05), VPA (p < 0.05), and MVPA (p < 0.05), and among females with physically strenuous work for VPA (p < 0.05). We conclude that PA up to the current recommended level is associated with income, but MPA exceeding 505.4 min/week, VPA exceeding 216.4 min/week, and MVPA exceeding 555.0 min/week might have a negative association with income.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherWiley
dc.relation.ispartofseriesScandinavian Journal of Medicine and Science in Sports
dc.rightsCC BY 4.0
dc.subject.otheraccelerometer-measured physical activity
dc.subject.othereconomic analysis
dc.subject.otherincome
dc.subject.othermiddle age
dc.subject.otherpopulation-based study
dc.subject.otherprospective study
dc.titleAssociation of accelerometer‐measured physical activity and midlife income : A Northern Finland Birth Cohort 1966 Study
dc.typeresearch article
dc.identifier.urnURN:NBN:fi:jyu-202306083642
dc.contributor.laitosKauppakorkeakoulufi
dc.contributor.laitosSchool of Business and Economicsen
dc.contributor.oppiaineHyvinvoinnin tutkimuksen yhteisöfi
dc.contributor.oppiaineEmpirical Microeconomicsfi
dc.contributor.oppiainePäätöksentekoa tukeva taloustiede ja talouden kilpailukyky (painoala)fi
dc.contributor.oppiaineTaloustiedefi
dc.contributor.oppiaineSchool of Wellbeingen
dc.contributor.oppiaineEmpirical Microeconomicsen
dc.contributor.oppiainePolicy-Relevant Economics and Competitiveness of Economy (focus area)en
dc.contributor.oppiaineEconomicsen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.format.pagerange1765-1778
dc.relation.issn0905-7188
dc.relation.numberinseries9
dc.relation.volume33
dc.type.versionpublishedVersion
dc.rights.copyright© 2023 The Authors. Scandinavian Journal of Medicine & Science In Sports published by John Wiley & Sons Ltd.
dc.rights.accesslevelopenAccessfi
dc.type.publicationarticle
dc.subject.ysofyysinen aktiivisuus
dc.subject.ysotulot
dc.subject.ysokeski-ikä
dc.subject.ysokohorttitutkimus
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p23102
jyx.subject.urihttp://www.yso.fi/onto/yso/p941
jyx.subject.urihttp://www.yso.fi/onto/yso/p5236
jyx.subject.urihttp://www.yso.fi/onto/yso/p25606
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.doi10.1111/sms.14421
jyx.fundinginformationNFBC1966 data collection for age 46 received financial support from the University of Oulu (grant no. 24000692), Oulu University Hospital (grant no. 24301140), and the European Regional Development Fund (grant no. 539/2010 A31592). The study has been financially supported by the Ministry of Education and Culture (OKM/86/626/2014, OKM/43/626/2015, OKM/17/626/2016, OKM/54/626/2019, OKM/85/626/2019, OKM/1096/626/2020, OKM/64/626/2020, OKM/1105/626/2020, OKM/91/626/2021, OKM/20/626/2022). V.F. has received funding from DigiHealth-project, a strategic profiling project at the University of Oulu, which is supported by the Academy of Finland (project number 326291). The funding organizations had no role in the study design, the collection, analysis, and interpretation of data, the writing of the article, or the decision to submit it for publication. No funding was received for this manuscript.
dc.type.okmA1


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