The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan

被引:18
作者
Tsai, Hui-Ju [1 ]
Li, Chia-Ying [2 ]
Pan, Wen-Chi [3 ]
Yao, Tsung-Chieh [4 ,5 ,6 ,7 ]
Su, Huey-Jen [2 ]
Wu, Chih-Da [8 ,9 ]
Chern, Yinq-Rong [8 ]
Spengler, John D. [10 ]
机构
[1] Natl Hlth Res Inst, Inst Populat Hlth Sci, Maioli 35053, Taiwan
[2] Natl Cheng Kung Univ, Dept Environm & Occupat Hlth, Tainan 70101, Taiwan
[3] Natl Yang Ming Univ, Inst Environm & Occupat Hlth Sci, Taipei 112304, Taiwan
[4] Chang Gung Mem Hosp, Dept Pediat, Div Allergy Asthma & Rheumatol, Taoyuan 333323, Taiwan
[5] Chang Gung Univ, Coll Med, Taoyuan 333323, Taiwan
[6] Chang Gung Mem Hosp, Chang Gung Immunol Consortium, Taoyuan 333323, Taiwan
[7] Chang Gung Mem Hosp, Community Med Res Ctr, Keelung 20401, Taiwan
[8] Natl Cheng Kung Univ, Dept Geomat, Tainan 70101, Taiwan
[9] Natl Inst Environm Hlth Sci, Natl Hlth Res Inst, Miaoli 35053, Taiwan
[10] Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02115 USA
关键词
surrounding greenness; type 2 diabetes mellitus; normalized difference vegetation index (NDVI); cohort study; RESIDENTIAL GREENNESS; MORTALITY; FOREST; SPACES; ASIA; TRENDS; ROLES;
D O I
10.3390/ijerph18010267
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study determines whether surrounding greenness is associated with the incidence of type 2 diabetes Mellitus (T2DM) in Taiwan. A retrospective cohort study determines the relationship between surrounding greenness and the incidence of T2DM during the study period of 2001-2012 using data from the National Health Insurance Research Database. The satellite-derived normalized difference vegetation index (NDVI) from the global MODIS database in the NASA Earth Observing System is used to assess greenness. Cox proportional hazard models are used to determine the relationship between exposure to surrounding greenness and the incidence of T2DM, with adjustment for potential confounders. A total of 429,504 subjects, including 40,479 subjects who developed T2DM, were identified during the study period. There is an inverse relationship between exposure to surrounding greenness and the incidence of T2DM after adjustment for individual-level covariates, comorbidities, and the region-level covariates (adjusted HR = 0.81, 95% CI: 0.79-0.82). For the general population of Taiwan, greater exposure to surrounding greenness is associated with a lower incidence of T2DM.
引用
收藏
页码:1 / 11
页数:11
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