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Association of Greenness with Blood Pressure among Individuals with Type 2 Diabetes across Rural to Urban Community Types in Pennsylvania, USA
by
Mercado, Carla I.
, Poulsen, Melissa N.
, Siegel, Karen R.
, Pollak, Jonathan
, DeWalle, Joseph
, Imperatore, Giuseppina
, Schwartz, Brian S.
, Hirsch, Annemarie G.
, Nordberg, Cara
in
Blood Pressure
/ Chronic illnesses
/ Cities
/ Diabetes
/ Diabetes Mellitus, Type 2 - epidemiology
/ Glucose
/ Hemoglobin
/ Humans
/ Hypertension
/ Kidney diseases
/ Outdoor air quality
/ Pennsylvania - epidemiology
/ Population
/ Primary care
/ Rural Population
/ Sensitivity analysis
2021
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Association of Greenness with Blood Pressure among Individuals with Type 2 Diabetes across Rural to Urban Community Types in Pennsylvania, USA
by
Mercado, Carla I.
, Poulsen, Melissa N.
, Siegel, Karen R.
, Pollak, Jonathan
, DeWalle, Joseph
, Imperatore, Giuseppina
, Schwartz, Brian S.
, Hirsch, Annemarie G.
, Nordberg, Cara
in
Blood Pressure
/ Chronic illnesses
/ Cities
/ Diabetes
/ Diabetes Mellitus, Type 2 - epidemiology
/ Glucose
/ Hemoglobin
/ Humans
/ Hypertension
/ Kidney diseases
/ Outdoor air quality
/ Pennsylvania - epidemiology
/ Population
/ Primary care
/ Rural Population
/ Sensitivity analysis
2021
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Association of Greenness with Blood Pressure among Individuals with Type 2 Diabetes across Rural to Urban Community Types in Pennsylvania, USA
by
Mercado, Carla I.
, Poulsen, Melissa N.
, Siegel, Karen R.
, Pollak, Jonathan
, DeWalle, Joseph
, Imperatore, Giuseppina
, Schwartz, Brian S.
, Hirsch, Annemarie G.
, Nordberg, Cara
in
Blood Pressure
/ Chronic illnesses
/ Cities
/ Diabetes
/ Diabetes Mellitus, Type 2 - epidemiology
/ Glucose
/ Hemoglobin
/ Humans
/ Hypertension
/ Kidney diseases
/ Outdoor air quality
/ Pennsylvania - epidemiology
/ Population
/ Primary care
/ Rural Population
/ Sensitivity analysis
2021
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Association of Greenness with Blood Pressure among Individuals with Type 2 Diabetes across Rural to Urban Community Types in Pennsylvania, USA
Journal Article
Association of Greenness with Blood Pressure among Individuals with Type 2 Diabetes across Rural to Urban Community Types in Pennsylvania, USA
2021
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Overview
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.
Publisher
MDPI AG,MDPI
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