Greenness and Birth Outcomes in a Range of Pennsylvania Communities

被引:86
作者
Casey, Joan A. [1 ,2 ]
James, Peter [3 ,4 ]
Rudolph, Kara E. [1 ,2 ]
Wu, Chih-Da [5 ]
Schwartz, Brian S. [6 ,7 ,8 ,9 ]
机构
[1] UC San Francisco, Robert Wood Johnson Fdn, Hlth & Soc Scholars Program, Berkeley, CA 94704 USA
[2] Univ Calif Berkeley, Berkeley, CA 94704 USA
[3] Harvard Univ, TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA 02215 USA
[4] Harvard Univ, TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02215 USA
[5] Natl Chiayi Univ, Dept Forestry & Nat Resources, Chiayi 60004, Taiwan
[6] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Environm Hlth Sci, Baltimore, MD 21205 USA
[7] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD 21205 USA
[8] Johns Hopkins Sch Med, Dept Med, Baltimore, MD 21205 USA
[9] Geisinger Hlth Syst, Ctr Hlth Res, Danville, PA 17822 USA
关键词
preterm birth; greenness; propensity score; low birth weight; machine learning; pregnancy outcome; small for gestational age; SURROUNDING GREENNESS; PREGNANCY OUTCOMES; AIR-POLLUTION; PROPENSITY SCORE; BUILT-ENVIRONMENT; PHYSICAL-ACTIVITY; PRETERM BIRTH; ASSOCIATION; WEIGHT; EXPOSURE;
D O I
10.3390/ijerph13030311
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Living in communities with more vegetation during pregnancy has been associated with higher birth weights, but fewer studies have evaluated other birth outcomes, and only one has been conducted in the Eastern United States, in regions with a broad range, including high levels, of greenness. We evaluated associations between prenatal residential greenness and birth outcomes (term birth weight, small for gestational age, preterm birth, and low 5 min Apgar score) across a range of community types using electronic health record data from 2006-2013 from the Geisinger Health System in Pennsylvania. We assigned greenness based on mother's geocoded address using the normalized difference vegetation index from satellite imagery. We used propensity scores to restrict the study population to comparable groups among those living in green vs. less-green areas. Analyses were adjusted for demographic, clinical, and environmental covariates, and stratified by community type (city, borough, and township). In cities, higher greenness (tertiles 2-3 vs. 1) was protective for both preterm (OR = 0.78, 95% CI: 0.61-0.99) and small for gestational age birth (OR = 0.73, 95% CI: 0.58-0.97), but not birth weight or Apgar score. We did not observe associations between greenness and birth outcomes in adjusted models in boroughs or townships. These results add to the evidence that greener cities might be healthier cities.
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页数:15
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