肥胖
体质指数
腰围
归一化差异植被指数
优势比
四分位间距
医学
置信区间
人口学
环境卫生
社区卫生
逻辑回归
流行病学
老年学
公共卫生
气候变化
内科学
护理部
社会学
生物
生态学
作者
Wenzhong Huang,Bo-Yi Yang,Hong-Yao Yu,Michael S. Bloom,Iana Markevych,Joachim Heinrich,Luke D. Knibbs,Ari Leskinen,Shyamali C. Dharmage,Bin Jalaludin,Lidia Morawska,Pasi Jalava,Yuming Guo,Shao Lin,Yang Zhou,Ru-Qing Liu,Dan Feng,Li-Wen Hu,Xiao‐Wen Zeng,Qiang Hu,Yunjing Yu,Guang‐Hui Dong
标识
DOI:10.1016/j.scitotenv.2019.135040
摘要
Living in greener places may protect against obesity, but epidemiological evidence is inconsistent and mainly comes from developed nations. We aimed to investigate the association between greenness and obesity in Chinese adults and to assess air pollution and physical activity as mediators of the association. We recruited 24,845 adults from the 33 Communities Chinese Health Study in 2009. Central and peripheral obesity were defined by waist circumference (WC) and body mass index (BMI), respectively, based on international obesity standards. The Normalized Difference Vegetation Index (NDVI) was used to quantify community greenness. Two-level logistic and generalized linear mixed regression models were used to evaluate the association between NDVI and obesity, and a conditional mediation analysis was used also performed. In the adjusted models, an interquartile range increase in NDVI500-m was significantly associated with lower odds of peripheral 0.80 (95% confidence interval [CI]: 0.74–0.87) and central obesity 0.88 (95% CI: 0.83–0.93). Higher NDVI values were also significantly associated with lower BMI. Age, gender, and household income significantly modified associations between greenness and obesity, with stronger associations among women, older participants, and participants with lower household incomes. Air pollution mediated 2.1–20.8% of the greenness-obesity associations, but no mediating effects were observed for physical activity. In summary, higher community greenness level was associated with lower odds of central and peripheral obesity, especially among women, older participants, and those with lower household incomes. These associations were partially mediated by air pollutants. Future well-designed longitudinal studies are needed to confirm our findings.
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