“…The nonmetropolitan areas of BJSUSR vary considerably on numerous socioeconomic indicators including persistence of poverty (Miller and Weber 2004), attractiveness to retirees (Brown and Glasgow 2008), deterioration of civic engagement (Besser 2009), level and complexity of social service needs (Heflin and Miller 2012), racial and ethnic segregation (Lichter et al 2007), and economic dependence on manufacturing, agriculture, mineral and petroleum extraction, recreation, or government services (Kusmin 2016). Similarly, within the "urban" areas of BJSUSR, there is substantial variation in central cities' per capita spending (Chernick, Langley, and Reschovsky 2015), sustainable development (Cloutier, Larson, and Jambeck 2014), urban blight (Hortas-Rico 2015), population density (Knaap, Lewis, and Schindewolf 2014), gentrification (Christafore and Leguizamon 2016), and economic competitiveness (Hartley, Kaza, and Lester 2016). Research on the variation within BJSUSR's "suburban" areas is even more specific in regard to their locational heterogeneity: Depending upon the method of data reduction used, as many as 10 different types of "suburbs" have been identified in the spaces outside the central cities but within MSAs (Mikelbank 2004).…”