Department of Geography, Planning and Environment, University of Michigan-Flint, Flint, MI 48502, USA.
The Michigan Institute for Data Science (MIDAS), Ann Arbor, MI 48108, USA.
Int J Environ Res Public Health. 2019 Dec 25;17(1):166. doi: 10.3390/ijerph17010166.
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 ( 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.
迄今为止,研究食品可及性的工作往往忽视了民族食品店。这种空白使我们对这些食品店如何(或可能不)影响食品安全的理解有限。本文通过对美国两个城市(密歇根州弗林特和大急流城)的民族食品店可及性进行地理空间评估,解决了这一问题。我们使用地理信息系统(GIS)工具为每个食品店创建了一个揭示可及性的指数,并使用该指数来确定在积极出行服务区内的可达性。我们利用普通最小二乘法(OLS)以及两种局部模型(空间自回归(SAR)和地理加权回归(GWR))来增强我们对出口可及性和类型之间的全局和局部关系的理解(同时控制已知协变量)。结果表明,局部模型的表现优于( max = 0.938)OLS 模型。研究发现,在大急流城的所有服务区,民族餐厅的可及性都有所降低。然而,在弗林特,我们只在骑自行车的区域观察到了这种关联。在每个城市中,人口特征对可达性的影响也很显著。最终,研究结果告诉我们,需要采取细致入微的规划和政策方法,以促进更多地获得民族食品店,并减少整体粮食不安全状况。