Arid
DOI10.4081/gh.2016.457
Assessing spatial inequalities in accessing community pharmacies: a mixed geographically weighted approach
Domnich, Alexander; Arata, Lucia; Amicizia, Daniela; Signori, Alessio; Gasparini, Roberto; Panatto, Donatella
通讯作者Domnich, Alexander
来源期刊GEOSPATIAL HEALTH
ISSN1827-1987
EISSN1970-7096
出版年2016
卷号11期号:3页码:240-250
英文摘要

Geographical accessibility is an important determinant for the utilisation of community pharmacies. The present study explored patterns of spatial accessibility with respect to pharmacies in Liguria, Italy, a region with particular geographical and demographic features. Municipal density of pharmacies was proxied as the number of pharmacies per capita and per km2, and spatial autocorrelation analysis was performed to identify spatial clusters. Both non-spatial and spatial models were constructed to predict the study outcome. Spatial autocorrelation analysis showed a highly significant clustered pattern in the density of pharmacies per capita (I=0.082) and per km2 (I=0.295). Potentially under-supplied areas were mostly located in the mountainous hinterland. Ordinary least-squares (OLS) regressions established a significant positive relationship between the density of pharmacies and income among municipalities located at high altitudes, while no such association was observed in lower-lying areas. However, residuals of the OLS models were spatially auto-correlated. The best-fitting mixed geographically weighted regression (GWR) models outperformed the corresponding OLS models. Pharmacies per capita were best predicted by two local predictors (altitude and proportion of immigrants) and two global ones (proportion of elderly residents and income), while the local terms population, mean altitude and rural status and the global term income functioned as independent variables predicting pharmacies per km2. The density of pharmacies in Liguria was found to be associated with both socio-economic and landscape factors. Mapping of mixed GWR results would be helpful to policy-makers.


英文关键词Community pharmacies Geographical accessibility Access inequalities Geographically weighted regression
类型Article
语种英语
国家Italy
收录类别SCI-E ; SSCI
WOS记录号WOS:000397856400003
WOS关键词HEALTH-CARE ; SERVICES ; EQUITY ; ACCESSIBILITY ; MEDICATIONS ; DISTANCE ; PROVINCE ; DESERTS ; IMPACT ; CHINA
WOS类目Health Care Sciences & Services ; Public, Environmental & Occupational Health
WOS研究方向Health Care Sciences & Services ; Public, Environmental & Occupational Health
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/193289
作者单位Univ Genoa, Dept Hlth Sci, Via Pastore 1, I-16132 Genoa, Italy
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Domnich, Alexander,Arata, Lucia,Amicizia, Daniela,et al. Assessing spatial inequalities in accessing community pharmacies: a mixed geographically weighted approach[J],2016,11(3):240-250.
APA Domnich, Alexander,Arata, Lucia,Amicizia, Daniela,Signori, Alessio,Gasparini, Roberto,&Panatto, Donatella.(2016).Assessing spatial inequalities in accessing community pharmacies: a mixed geographically weighted approach.GEOSPATIAL HEALTH,11(3),240-250.
MLA Domnich, Alexander,et al."Assessing spatial inequalities in accessing community pharmacies: a mixed geographically weighted approach".GEOSPATIAL HEALTH 11.3(2016):240-250.
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