Association of accelerometer‐measured physical activity and midlife income : A Northern Finland Birth Cohort 1966 Study
Junttila, 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. Scandinavian Journal of Medicine and Science in Sports, 33(9), 1765-1778. https://doi.org/10.1111/sms.14421
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Date
2023Discipline
Hyvinvoinnin tutkimuksen yhteisöEmpirical MicroeconomicsPäätöksentekoa tukeva taloustiede ja talouden kilpailukyky (painoala)TaloustiedeSchool of WellbeingEmpirical MicroeconomicsPolicy-Relevant Economics and Competitiveness of Economy (focus area)EconomicsCopyright
© 2023 The Authors. Scandinavian Journal of Medicine & Science In Sports published by John Wiley & Sons Ltd.
This 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.
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https://converis.jyu.fi/converis/portal/detail/Publication/183510582
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Additional information about funding
NFBC1966 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. ...License
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