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Preventive medicine · Sep 2024
The impact of residential environment on stroke onset and its spatial heterogeneity: A multiscale exploration in Shanghai.
- Jiaqi Li, Yishao Shi, Shanzhu Li, Hui Xu, Tianhui Tao, Qianxu Wang, and Katabarwa Murenzi Gilbert.
- College of Surveying and Geo-Informatics, Tongji University, Shanghai 200092, China. Electronic address: Jiaqili@tongji.edu.cn.
- Prev Med. 2024 Sep 1; 186: 108067108067.
BackgroundStroke is a worldwide concern due to its high disability and mortality rates, especially in many countries entering ageing societies. This study aims to understand the spatial heterogeneity of stroke onset and residential environment influence scopes from multiscale.MethodsThe 2013 to 2022 spatiotemporal distribution pattern of stroke onset was obtained via out-patient data from a hospital in Shanghai. Then nine residential environmental factors were selected to estimate the association of stroke onset by multiscale geographically weighted regression (MGWR), in three scenarios.ResultsAccessibility to pubs/bars (PUB) and building density (BD) were the top two residential environmental factors both for the entire sample and by gender. Stress-related environmental factors have a greater impact on the onset of stroke in men but are limited in scope. The population of elderly people have relevance to environmental variables heterogeneity. The indicators relating to unhealthy food and alcohol suggest that habit-inducing environmental factors have a limited impact on stroke onset, but rather that pre-existing habits play a greater role.ConclusionsMGWR analyses individual components across multiple bandwidths, revealing geographical disparities in the impact of elements that would otherwise be undetected on a global scale. Environmental factors have a limited impact on the onset of stroke. When society is faced with both heavy ageing and fiscal constraints, some of the blue-green space budgets can be scaled back to invest in more secure facilities.Copyright © 2024 Elsevier Inc. All rights reserved.
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