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环境绿地、主观幸福感与中国老年人全因死亡率的前瞻性队列研究:关联和中介研究

Environmental greenspace, subjective well-being, and all-cause mortality in elderly Chinese: Association and mediation study in a prospective cohort.

机构信息

Institute of Medical Information/Medical Library, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.

Vanke School of Public Health, Tsinghua University, Beijing, China.

出版信息

Environ Res. 2023 Jun 15;227:115732. doi: 10.1016/j.envres.2023.115732. Epub 2023 Mar 24.

Abstract

BACKGROUND

Subjective well-being (SWB) measures mental health and happiness. Greenspace can have a positive impact on mental health, and higher SWB is associated with lower all-cause mortality. We conducted a mediation analysis on greenspace and all-cause mortality through improving SWB, in a prospective cohort of Chinese older adults.

METHODS

We included older adults over 65 from the 2008-2014 Chinese Longitudinal Healthy Longevity Survey (CLHLS). We used satellite-derived normalized difference vegetation index (NDVI) to measure greenspaces and calculated SWB measured by eight items. Three main statistical approaches were used. First, we used generalized estimating equations (GEE) and Cox proportional hazard models to examine NDVI-SWB and SWB-mortality relationships. Second, we conducted a causal mediation analysis to investigate the mediating effect of greenspace on all-cause mortality through SWB. Third, we conducted subgroup analyses to discover effect modification.

FINDINGS

Among 13,133 participants, the mean SWB score and NDVI in 2008 were 28·9 (SD 4·34) and 0·41 (SD 0·14), respectively. We found SWB partially mediated the relationship between residential greenspace and mortality in the adjusted model (average causal mediation effect = 0·11, p = 0·04; average direct effect = 1·96, p < 0·001; total effect = 2·07, p < 0·001) with varying proportions in subgroups. The protective influence was more evident for people with impaired cognitive function, living in rural areas and towns, and with lower income.

INTERPRETATION

We found a positive association between greenspace, SWB, and mortality. Greenness in the living environment confers better mental health and promotes longevity in the elderly population.

摘要

背景

主观幸福感(SWB)衡量心理健康和幸福感。绿色空间对心理健康有积极影响,较高的 SWB 与较低的全因死亡率相关。我们通过改善 SWB,在中国老年人的前瞻性队列中进行了绿色空间与全因死亡率的中介分析。

方法

我们纳入了来自 2008-2014 年中国长寿纵向研究(CLHLS)的 65 岁以上的老年人。我们使用卫星衍生的归一化差异植被指数(NDVI)来衡量绿色空间,并计算了由八项指标衡量的 SWB。使用了三种主要统计方法。首先,我们使用广义估计方程(GEE)和 Cox 比例风险模型来检验 NDVI-SWB 和 SWB-死亡率的关系。其次,我们进行了因果中介分析,以研究绿色空间通过 SWB 对全因死亡率的中介作用。最后,我们进行了亚组分析,以发现效应修饰。

结果

在 13133 名参与者中,2008 年的 SWB 得分和 NDVI 的平均值分别为 28.9(SD 4.34)和 0.41(SD 0.14)。我们发现,在调整后的模型中,居住绿色空间与死亡率之间的关系部分通过 SWB 介导(平均因果中介效应=0.11,p=0.04;平均直接效应=1.96,p<0.001;总效应=2.07,p<0.001),亚组之间的比例不同。对于认知功能受损、居住在农村和城镇以及收入较低的人群,这种保护作用更为明显。

解释

我们发现绿色空间、SWB 和死亡率之间存在正相关关系。生活环境中的绿化可以改善心理健康,促进老年人群的长寿。

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