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利用街景数据探索中老年人绿地与肾脏健康关联中的“共同成因”

Exploring "Equigenesis" in the Associations Between Green Space and Kidney Health Among Middle-Aged and Older Adults Using Street View Data.

作者信息

Wang Ruoyu, Dong Guoping, Cao Mengqiu, Zhou Yang, Dong Guang-Hui

机构信息

Institute of Public Health and Wellbeing, University of Essex, Essex, UK.

School of Accounting, Guangzhou Huashang College, Guangzhou, China.

出版信息

Innov Aging. 2023 Nov 23;8(1):igad130. doi: 10.1093/geroni/igad130. eCollection 2024.

Abstract

BACKGROUND AND OBJECTIVES

This study systematically explores the association between community green space and preventing kidney failure among middle-aged and older adults in China, using street view data.

RESEARCH DESIGN AND METHODS

The 33 Chinese Community Health Study was used to conduct the analysis. We used street view data to assess street view green space (SVG) exposure and clearly distinguished the difference between grass (SVG-grass) and trees (SVG-tree). The normalized difference vegetation index (NDVI) was also used. Kidney failure was defined as a serum creatinine concentration of above 177 mol/L. We used multilevel logistic regression models (controlled for a series of covariates) to examine the associations between SVG and the odds of middle-aged and older adults having kidney failure. We also tested whether middle-aged and older adults from socioeconomically disadvantaged groups are likely to derive greater benefits from the effects of green space ("equigenesis").

RESULTS

The results showed that both SVG (OR = 0.353; 95% CI = 0.171-0.731) and SVG-trees (OR = 0.327; 95% CI = 0.146-0.736) were negatively associated with the likelihood of middle-aged and older adults experiencing kidney failure, but there was no significant evidence of any links between either SVG-grass (OR = 0.567; 95% CI = 0.300-1.076) or the NDVI (OR = 0.398; 95% CI = 0.237-1.058) and kidney failure. Furthermore, the moderation analysis indicated that income and educational attainment have a moderating effect on the association between green space and the improvement of kidney health, which suggests that green space has greater positive effects on the kidney health of disadvantaged groups.

DISCUSSION AND IMPLICATIONS

To reduce inequalities in relation to kidney disease through urban planning, policymakers are advised to provide more visual green space-especially trees-within the community and to focus in particular on socioeconomically disadvantaged population groups.

摘要

背景与目的

本研究利用街景数据,系统探讨中国中老年人群中社区绿地与预防肾衰竭之间的关联。

研究设计与方法

采用中国社区卫生服务33项研究进行分析。我们使用街景数据评估街景绿地(SVG)暴露情况,并明确区分草地(SVG-草地)和树木(SVG-树木)之间的差异。还使用了归一化植被指数(NDVI)。肾衰竭定义为血清肌酐浓度高于177 μmol/L。我们使用多级逻辑回归模型(控制一系列协变量)来检验SVG与中老年人群患肾衰竭几率之间的关联。我们还测试了社会经济弱势群体中的中老年人群是否可能从绿地效应中获得更大益处(“平等起源”)。

结果

结果显示,SVG(比值比[OR]=0.353;95%置信区间[CI]=0.171 - 0.731)和SVG-树木(OR=0.327;95% CI=0.146 - 0.736)均与中老年人群发生肾衰竭的可能性呈负相关,但没有显著证据表明SVG-草地(OR=0.567;95% CI=0.300 - 1.076)或NDVI(OR=0.398;95% CI=0.237 - 1.058)与肾衰竭之间存在任何联系。此外,调节分析表明,收入和教育程度对绿地与肾脏健康改善之间的关联具有调节作用,这表明绿地对弱势群体的肾脏健康具有更大的积极影响。

讨论与启示

为通过城市规划减少与肾脏疾病相关的不平等现象,建议政策制定者在社区内提供更多可见的绿地,尤其是树木,并特别关注社会经济弱势群体。

相似文献

本文引用的文献

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The impact of chronic kidney disease on global health.慢性肾脏病对全球健康的影响。
Nat Rev Nephrol. 2020 May;16(5):251. doi: 10.1038/s41581-020-0268-7.

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