ArticleInternational journal of environmental research and public health2021
Association of Greenness with Blood Pressure among Individuals with Type 2 Diabetes across Rural to Urban Community Types in Pennsylvania, USA.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.
- Association of greenspaces exposure with cardiometabolic risk factors: a systematic review and meta-analysis.BMC cardiovascular disorders · 2024Pooled it
- Association between residential greenness and preeclampsia in Japan.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Associations of environmental and community features with radiologic sinus inflammation in Pennsylvania, USA.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Community credit scores and community socioeconomic deprivation in association with type 2 diabetes across an urban to rural spectrum in Pennsylvania: a case-control study.BMJ public health · 2024Article
- The neighbourhood environment and profiles of the metabolic syndrome.Environmental health : a global access science source · 2022Article
- Association of community socioeconomic deprivation with evidence of reduced kidney function at time of type 2 diabetes diagnosis.SSM - population health · 2021Article
- Proximity to freshwater blue space and type 2 diabetes onset: the importance of historical and economic context.Landscape and urban planning · 2021Article
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
Abstract
Greenness may impact blood pressure (BP), though evidence is limited among individuals with type 2 diabetes (T2D), for whom BP management is critical. We evaluated associations of residential greenness with BP among individuals with T2D in geographically diverse communities in Pennsylvania. To address variation in greenness type, we evaluated modification of associations by percent forest. We obtained systolic (SBP) and diastolic (DBP) BP measurements from medical records of 9593 individuals following diabetes diagnosis. Proximate greenness was estimated within 1250-m buffers surrounding individuals' residences using the normalized difference vegetation index (NDVI) prior to blood pressure measurement. Percent forest was calculated using the U.S. National Land Cover Database. Linear mixed models with robust standard errors accounted for spatial clustering; models were stratified by community type (townships/boroughs/cities). In townships, the greenest communities, an interquartile range increase in NDVI was associated with reductions in SBP of 0.87 mmHg (95% CI: -1.43, -0.30) and in DBP of 0.41 mmHg (95% CI: -0.78, -0.05). No significant associations were observed in boroughs or cities. Evidence for modification by percent forest was weak. Findings suggest a threshold effect whereby high greenness may be necessary to influence BP in this population and support a slight beneficial impact of greenness on cardiovascular disease risk.
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