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DOI10.3390/ijerph17010166
A Geospatial Analysis of Access to Ethnic Food Retailers in Two Michigan Cities: Investigating the Importance of Outlet Type within Active Travel Neighborhoods
Rybarczyk, Greg1,2,3; Taylor, Dorceta4; Brines, Shannon4; Wetzel, Richard1
通讯作者Rybarczyk, Greg
来源期刊INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
ISSN1661-7827
EISSN1660-4601
出版年2020
卷号17期号:1
英文摘要To date, the research that examines food accessibility has tended to ignore ethnic food outlets. This void leaves us with a limited understanding of how such food stores may, or may not, impact food security. The study discussed herein addressed this by conducting a geospatial assessment of ethnic food outlet accessibility in two U.S. cities: Flint and Grand Rapids, Michigan. We used Geographic Information Systems (GIS) tools to create a revealed accessibility index for each food outlet, and used the index to determine access within active travel service areas. We utilized an ordinary least squares regression (OLS), and two local models: spatial autoregression (SAR) and geographically weighted regression (GWR) to enhance our understanding of global and localized relationships between outlet accessibility and type (while controlling for known covariates). The results show that the local models outperformed (R-2 max = 0.938) the OLS model. The study found that there was reduced access to ethnic restaurants in all service areas of Grand Rapids. However, in Flint, we observed this association in the bicycling areas only. Also notable were the influences that demographic characteristics had on access in each city. Ultimately, the findings tell us that nuanced planning and policy approaches are needed in order to promote greater access to ethnic food outlets and reduce overall food insecurity.
英文关键词food access ethnic food service area analysis GIS urban design GWR local regression space syntax demographic characteristics
类型Article
语种英语
国家USA ; England
开放获取类型gold, Green Published
收录类别SCI-E ; SSCI
WOS记录号WOS:000509391500166
WOS关键词GEOGRAPHICALLY WEIGHTED REGRESSION ; HEALTHY FOOD ; LAND-USE ; SPATIAL-ANALYSIS ; CORNER STORES ; AVAILABILITY ; SECURITY ; DESERTS ; ENVIRONMENTS ; SUPERMARKETS
WOS类目Environmental Sciences ; Public, Environmental & Occupational Health
WOS研究方向Environmental Sciences & Ecology ; Public, Environmental & Occupational Health
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/314764
作者单位1.Univ Michigan Flint, Dept Geog Planning & Environm, Flint, MI 48502 USA;
2.Michigan Inst Data Sci MIDAS, Ann Arbor, MI 48108 USA;
3.Ctr Urban Design & Mental Hlth, London SW9 7QF, England;
4.Univ Michigan, Sch Environm & Sustainabil, Ann Arbor, MI 48108 USA
推荐引用方式
GB/T 7714
Rybarczyk, Greg,Taylor, Dorceta,Brines, Shannon,et al. A Geospatial Analysis of Access to Ethnic Food Retailers in Two Michigan Cities: Investigating the Importance of Outlet Type within Active Travel Neighborhoods[J],2020,17(1).
APA Rybarczyk, Greg,Taylor, Dorceta,Brines, Shannon,&Wetzel, Richard.(2020).A Geospatial Analysis of Access to Ethnic Food Retailers in Two Michigan Cities: Investigating the Importance of Outlet Type within Active Travel Neighborhoods.INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,17(1).
MLA Rybarczyk, Greg,et al."A Geospatial Analysis of Access to Ethnic Food Retailers in Two Michigan Cities: Investigating the Importance of Outlet Type within Active Travel Neighborhoods".INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 17.1(2020).
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