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基于加速度计的身体活动与中年收入的相关性研究:芬兰 1966 年出生队列研究。

Association of accelerometer-measured physical activity and midlife income: A Northern Finland Birth Cohort 1966 Study.

机构信息

Research Unit of Population Health, University of Oulu, Oulu, Finland.

Department of Sports and Exercise Medicine, Oulu Deaconess Institute Foundation sr., Oulu, Finland.

出版信息

Scand J Med Sci Sports. 2023 Sep;33(9):1765-1778. doi: 10.1111/sms.14421. Epub 2023 Jun 4.

Abstract

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.

摘要

本研究旨在探讨体力活动(PA)与中年收入之间的关系。该基于人群的数据来自芬兰北部出生队列 1966 年的在职成员(N=2797)。使用分组散点图和多项式回归,我们评估了 46 岁时使用加速度计测量的中度 PA(MPA)、剧烈 PA(VPA)和中高强度 PA(MVPA)与 50 岁时的注册收入之间的关系。模型调整了性别、婚姻状况、子女数量、教育程度、青少年 PA、职业体力强度和时间偏好。我们发现 MPA(p<0.001)、VPA(p<0.05)和 MVPA(p<0.001)与收入呈曲线相关。在亚组分析中,我们发现体力劳动强度较高人群的 MPA(p<0.01)和 MVPA(p<0.01)、所有女性的 VPA(p<0.01)和体力劳动强度较轻的女性的 VPA(p<0.01)、所有男性和体力劳动强度较高的男性的 MPA 和 MVPA(p<0.05;p<0.01;p<0.05;p<0.05)与收入之间呈曲线相关。高于当前 PA 指南的 PA 量与最高收入获益相关。在女性中,我们发现 MPA(p<0.05)和 MVPA(p<0.05)与收入呈线性相关,在体力劳动强度较轻的人群中,MPA(p<0.05)、VPA(p<0.05)和 MVPA(p<0.05)与收入呈线性相关,在体力劳动强度较高的女性中,VPA(p<0.05)与收入呈线性相关。我们的结论是,达到当前推荐水平的 PA 与收入相关,但 MPA 超过 505.4 分钟/周、VPA 超过 216.4 分钟/周和 MVPA 超过 555.0 分钟/周可能与收入呈负相关。

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