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日常活动模式的人际内变异性及其与感知压力的关联:一项在欧洲三个城市对122名个体使用全球定位系统的横断面研究。

Day-to-day intrapersonal variability in mobility patterns and association with perceived stress: A cross-sectional study using GPS from 122 individuals in three European cities.

作者信息

Olsen Jonathan R, Nicholls Natalie, Caryl Fiona, Mendoza Juan Orjuela, Panis Luc Int, Dons Evi, Laeremans Michelle, Standaert Arnout, Lee Duncan, Avila-Palencia Ione, de Nazelle Audrey, Nieuwenhuijsen Mark, Mitchell Richard

机构信息

MRC/CSO Social and Public Health Sciences, University of Glasgow, Glasgow, United Kingdom.

Transport Studies Unit, University of Oxford, Oxford, United Kingdom.

出版信息

SSM Popul Health. 2022 Jul 16;19:101172. doi: 10.1016/j.ssmph.2022.101172. eCollection 2022 Sep.

Abstract

Many aspects of our life are related to our mobility patterns and individuals can exhibit strong tendencies towards routine in their daily lives. Intrapersonal day-to-day variability in mobility patterns has been associated with mental health outcomes. The study aims were: (a) calculate intrapersonal day-to-day variability in mobility metrics for three cities; (b) explore interpersonal variability in mobility metrics by sex, season and city, and (c) describe intrapersonal variability in mobility and their association with perceived stress. Data came from the Physical Activity through Sustainable Transport Approaches (PASTA) project, 122 eligible adults wore location measurement devices over 7-consecutive days, on three occasions during 2015 (Antwerp: 41, Barcelona: 41, London: 40). Participants completed the Short Form Perceived Stress Scale (PSS-4). Day-to-day variability in mobility was explored via six mobility metrics using distance of GPS point from home (meters:m), distance travelled between consecutive GPS points (m) and energy expenditure (metabolic equivalents:METs) of each GPS point collected (n = 3,372,919). A Kruskal-Wallis H test determined whether the median daily mobility metrics differed by city, sex and season. Variance in correlation quantified day-to-day intrapersonal variability in mobility. Levene's tests or Kruskal-Wallis tests were applied to assess intrapersonal variability in mobility and perceived stress. There were differences in daily distance travelled, maximum distance from home and METS between individuals by sex, season and, for proportion of time at home also, by city. Intrapersonal variability across all mobility metrics were highly correlated; individuals had daily routines and largely stuck to them. We did not observe any association between stress and mobility. Individuals are habitual in their daily mobility patterns. This is useful for estimating environmental exposures and in fuelling simulation studies.

摘要

我们生活的许多方面都与我们的出行模式相关,并且个体在日常生活中可能表现出强烈的日常行为倾向。出行模式的个体内部日常变异性已与心理健康结果相关联。该研究的目的是:(a) 计算三个城市出行指标的个体内部日常变异性;(b) 按性别、季节和城市探索出行指标的人际变异性,以及 (c) 描述出行的个体内部变异性及其与感知压力的关联。数据来自“通过可持续交通方式进行身体活动”(PASTA)项目,122 名符合条件的成年人在 2015 年期间连续 7 天佩戴位置测量设备,共进行了三次(安特卫普:41 人,巴塞罗那:41 人,伦敦:40 人)。参与者完成了简易感知压力量表(PSS - 4)。通过六个出行指标探索出行的日常变异性,这些指标使用了 GPS 点离家的距离(米:m)、连续 GPS 点之间的行进距离(m)以及收集的每个 GPS 点的能量消耗(代谢当量:METs)(n = 3,372,919)。Kruskal - Wallis H 检验确定每日出行指标的中位数是否因城市、性别和季节而异。相关性方差量化了出行的日常个体内部变异性。应用 Levene 检验或 Kruskal - Wallis 检验来评估出行和感知压力的个体内部变异性。在每日行进距离、离家最大距离和 METS 方面,个体之间存在性别、季节差异,对于在家时间比例,城市之间也存在差异。所有出行指标的个体内部变异性高度相关;个体有日常规律并且基本遵循这些规律。我们未观察到压力与出行之间的任何关联。个体在日常出行模式上具有习惯性。这对于估计环境暴露和推动模拟研究很有用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ac0/9294330/3c7d5897752d/gr1.jpg

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