Schinasi Leah H, Cole Helen V S, Hirsch Jana A, Hamra Ghassan B, Gullon Pedro, Bayer Felicia, Melly Steven J, Neckerman Kathryn M, Clougherty Jane E, Lovasi Gina S
Department of Environmental and Occupational Health, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA.
Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA.
Int J Environ Res Public Health. 2021 Mar 23;18(6):3315. doi: 10.3390/ijerph18063315.
Neighborhood greenspace may attract new residents and lead to sociodemographic or housing cost changes. We estimated relationships between greenspace and gentrification-related changes in the 43 largest metropolitan statistical areas (MSAs) of the United States (US). We used the US National Land Cover and Brown University Longitudinal Tracts databases, as well as spatial lag models, to estimate census tract-level associations between percentage greenspace (years 1990, 2000) and subsequent changes (1990-2000, 2000-2010) in percentage college-educated, percentage working professional jobs, race/ethnic composition, household income, percentage living in poverty, household rent, and home value. We also investigated effect modification by racial/ethnic composition. We ran models for each MSA and time period and used random-effects meta-analyses to derive summary estimates for each period. Estimates were modest in magnitude and heterogeneous across MSAs. After adjusting for census-tract level population density in 1990, compared to tracts with low percentage greenspace in 1992 (defined as ≤50th percentile of the MSA-specific distribution in 1992), those with high percentage greenspace (defined as >75th percentile of the MSA-specific distribution) experienced higher 1990-2000 increases in percentage of the employed civilian aged 16+ population working professional jobs (β: 0.18, 95% confidence interval (CI): 0.11, 0.26) and in median household income (β: 0.23, 95% CI: 0.15, 0.31). Adjusted estimates for the 2000-2010 period were near the null. We did not observe evidence of effect modification by race/ethnic composition. We observed evidence of modest associations between greenspace and gentrification trends. Further research is needed to explore reasons for heterogeneity and to quantify health implications.
社区绿地空间可能会吸引新居民,并导致社会人口结构或住房成本发生变化。我们估算了美国43个最大的大都市统计区(MSA)中绿地空间与绅士化相关变化之间的关系。我们使用了美国国家土地覆盖数据库和布朗大学纵向区域数据库,以及空间滞后模型,来估算1990年、2000年绿地空间百分比与随后(1990 - 2000年、2000 - 2010年)受过大学教育人口百分比、从事专业工作的就业人口百分比、种族/族裔构成、家庭收入、生活在贫困中的人口百分比、家庭租金和房屋价值的变化之间在普查区层面的关联。我们还研究了种族/族裔构成对效应的修正作用。我们针对每个大都市统计区和时间段运行了模型,并使用随机效应荟萃分析得出每个时间段的汇总估计值。估计值的幅度适中,且在不同大都市统计区之间存在异质性。在对1990年普查区层面的人口密度进行调整后,与1992年绿地空间百分比低的区域(定义为低于1992年大都市统计区特定分布的第50百分位数)相比,绿地空间百分比高的区域(定义为高于大都市统计区特定分布的第75百分位数)在1990 - 2000年期间,16岁及以上就业平民中从事专业工作的人口百分比增长更高(β:0.18,95%置信区间(CI):0.11,0.26),家庭收入中位数增长也更高(β:0.23,95% CI:0.15,0.31)。2000 - 2010年期间的调整估计值接近零值。我们没有观察到种族/族裔构成对效应修正作用的证据。我们观察到绿地空间与绅士化趋势之间存在适度关联的证据。需要进一步研究来探索异质性的原因并量化对健康的影响。