Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical Correlation

In highly urbanized areas, urban green spaces (UGSs) are important natural and cultural entities. Previous studies have shown some evidence of positive relationships between UGSs and human health. Most of these studies relied on self-reported health data and often used institutional quantitative mea...

Full description

Bibliographic Details
Main Authors: Chia-Tsung Yeh, Ya-Yun Cheng, Tsai-Yun Liu
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/9/3227
id doaj-4cac392bc71242369618fd8f47fdde96
record_format Article
spelling doaj-4cac392bc71242369618fd8f47fdde962020-11-25T03:00:31ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012020-05-01173227322710.3390/ijerph17093227Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical CorrelationChia-Tsung Yeh0Ya-Yun Cheng1Tsai-Yun Liu2Graduate Institute of Urban Planning, National Taipei University, No. 151, University Rd., Sanxia Dist., New Taipei City 237303, TaiwanUrban and Rural Development Bureau, New Taipei City Government, No. 161, Sec. 1, Zhongshan Rd., Banqiao Dist., New Taipei City 22001, TaiwanUrban and Rural Development Bureau, New Taipei City Government, No. 161, Sec. 1, Zhongshan Rd., Banqiao Dist., New Taipei City 22001, TaiwanIn highly urbanized areas, urban green spaces (UGSs) are important natural and cultural entities. Previous studies have shown some evidence of positive relationships between UGSs and human health. Most of these studies relied on self-reported health data and often used institutional quantitative measures of UGSs instead of the spatial characteristics of UGSs. This study analyzed the relationships between the spatial characteristics of UGSs and morbidity of diseases, which were considered variables of human health in the Taipei Metro. The Longitudinal Health Insurance Database of Taiwan was applied as the source of morbidity of diseases. A canonical correlation analysis was performed by using the six variables of spatial characteristics of UGSs as predictors and three variables of morbidity as criterion variables to evaluate the multivariate shared relationships between the two variable sets. The results found a strong canonical correlation between the spatial characteristics of UGSs and human health. Furthermore, the results revealed that living in districts with a higher area percentage of green spaces and denser vegetation cover, as well as exposure to more aggregative and irregular-shape green spaces, can reduce the morbidity of diseases.https://www.mdpi.com/1660-4601/17/9/3227urban green spacesspatial characteristicshuman healthcanonical correlation analysis
collection DOAJ
language English
format Article
sources DOAJ
author Chia-Tsung Yeh
Ya-Yun Cheng
Tsai-Yun Liu
spellingShingle Chia-Tsung Yeh
Ya-Yun Cheng
Tsai-Yun Liu
Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical Correlation
International Journal of Environmental Research and Public Health
urban green spaces
spatial characteristics
human health
canonical correlation analysis
author_facet Chia-Tsung Yeh
Ya-Yun Cheng
Tsai-Yun Liu
author_sort Chia-Tsung Yeh
title Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical Correlation
title_short Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical Correlation
title_full Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical Correlation
title_fullStr Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical Correlation
title_full_unstemmed Spatial Characteristics of Urban Green Spaces and Human Health: An Exploratory Analysis of Canonical Correlation
title_sort spatial characteristics of urban green spaces and human health: an exploratory analysis of canonical correlation
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2020-05-01
description In highly urbanized areas, urban green spaces (UGSs) are important natural and cultural entities. Previous studies have shown some evidence of positive relationships between UGSs and human health. Most of these studies relied on self-reported health data and often used institutional quantitative measures of UGSs instead of the spatial characteristics of UGSs. This study analyzed the relationships between the spatial characteristics of UGSs and morbidity of diseases, which were considered variables of human health in the Taipei Metro. The Longitudinal Health Insurance Database of Taiwan was applied as the source of morbidity of diseases. A canonical correlation analysis was performed by using the six variables of spatial characteristics of UGSs as predictors and three variables of morbidity as criterion variables to evaluate the multivariate shared relationships between the two variable sets. The results found a strong canonical correlation between the spatial characteristics of UGSs and human health. Furthermore, the results revealed that living in districts with a higher area percentage of green spaces and denser vegetation cover, as well as exposure to more aggregative and irregular-shape green spaces, can reduce the morbidity of diseases.
topic urban green spaces
spatial characteristics
human health
canonical correlation analysis
url https://www.mdpi.com/1660-4601/17/9/3227
work_keys_str_mv AT chiatsungyeh spatialcharacteristicsofurbangreenspacesandhumanhealthanexploratoryanalysisofcanonicalcorrelation
AT yayuncheng spatialcharacteristicsofurbangreenspacesandhumanhealthanexploratoryanalysisofcanonicalcorrelation
AT tsaiyunliu spatialcharacteristicsofurbangreenspacesandhumanhealthanexploratoryanalysisofcanonicalcorrelation
_version_ 1724697648789716992