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The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan
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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795104/ https://www.ncbi.nlm.nih.gov/pubmed/33396518 http://dx.doi.org/10.3390/ijerph18010267 |
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author | Tsai, Hui-Ju Li, Chia-Ying Pan, Wen-Chi Yao, Tsung-Chieh Su, Huey-Jen Wu, Chih-Da Chern, Yinq-Rong Spengler, John D. |
author_facet | Tsai, Hui-Ju Li, Chia-Ying Pan, Wen-Chi Yao, Tsung-Chieh Su, Huey-Jen Wu, Chih-Da Chern, Yinq-Rong Spengler, John D. |
author_sort | Tsai, Hui-Ju |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7795104 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77951042021-01-10 The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan Tsai, Hui-Ju Li, Chia-Ying Pan, Wen-Chi Yao, Tsung-Chieh Su, Huey-Jen Wu, Chih-Da Chern, Yinq-Rong Spengler, John D. Int J Environ Res Public Health Article 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. MDPI 2020-12-31 2021-01 /pmc/articles/PMC7795104/ /pubmed/33396518 http://dx.doi.org/10.3390/ijerph18010267 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Tsai, Hui-Ju Li, Chia-Ying Pan, Wen-Chi Yao, Tsung-Chieh Su, Huey-Jen Wu, Chih-Da Chern, Yinq-Rong Spengler, John D. The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan |
title | The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan |
title_full | The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan |
title_fullStr | The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan |
title_full_unstemmed | The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan |
title_short | The Effect of Surrounding Greenness on Type 2 Diabetes Mellitus: A Nationwide Population-Based Cohort in Taiwan |
title_sort | effect of surrounding greenness on type 2 diabetes mellitus: a nationwide population-based cohort in taiwan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795104/ https://www.ncbi.nlm.nih.gov/pubmed/33396518 http://dx.doi.org/10.3390/ijerph18010267 |
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