Abstract Because of their reliance on large samples micro-level housing and wage data, quality life studies using Rosen–Roback models have focused almost exclusively metropolitan areas, largely ignoring non-metropolitan areas. Although understandable given data constraints, this dominant focus metropolitans has limited the data-driven approaches available to policymakers concerned with communit...