Papers in Applied Geography · 2023 · 57 citations · 90 references
Social SciencesGeographyUrban HealthSpatial AnalysisSpatial Data AnalysisUrban GeographySpatial HeterogeneityUrban Health GeographyUrban Inequality AnalysisUrban Spatial AnalysisUrban Spatial DistributionUrban Spatial StructureMoran's ISpatial Distribution Of PopulationSpatial Health DisparitiesSpatial Heterogeneity AssessmentUrban ClusteringUrban Health InequitiesUrban Socio-spatial StructureUrban Spatial Inequality
Rapid population expansion and urbanization have created enormous difficulties in maintaining the urban quality of life (UQoL) in Indian cities. Quantifying the UQoL is a complex task, due to its multidimensionality. This study empirically attempts to measure the degree of UQoL and tries to understand the geographical pattern, association, and heterogeneity of UQoL in the densely populated city of Siliguri in India. Spatial heterogeneity, in this context, is the diversity in how well people can live in various geographic units, such as neighborhoods or wards, within a city. This article evaluates the heterogeneity in UQoL using thirty-one indicators composed of seven criteria. Principal component analysis and average aggregation techniques were employed to construct the dimensional and synthetic UQoL indexes, which mapped the degree of spatial inequality among forty-seven wards. The findings revealed that Siliguri’s overall UQoL is alarmingly poor, with apparent geographic discrepancies. To further examine the spatial patterns and clusters of UQoL, an exploratory spatial data analysis approach was applied. The spatial autocorrelation using Moran’s I demonstrates a substantial clustering pattern of UQoL and other domains within the city’s neighboring units. The UQoL assessment provides evidence to assist in spatial planning and the development of sustainable urban policies.
90
United Nations Development Program
Encyclopedia of World Poverty · 2006 · 1.3K citations
Social Sciences, Development Studies, Development Planning +10
Thirty years of spatial econometrics
Luc Anselin · Papers of the Regional Science Association · 2010 · 733 citations
New Approaches for Calculating Moran’s Index of Spatial Autocorrelation
Yanguang Chen · PLoS ONE · 2013 · 484 citations · Full text