Structured Absence: Race, Disinvestment, and the Geography of Rural Inequality

Background: Environmental justice scholarship has documented racialized inequities in urban contexts, but rural America remains understudied despite its distinct geographies of infrastructure, access, and exposure. This study addresses how racial composition relates to the built and natural environment across nonmetropolitan counties. We argue that rural inequality is best understood through the lenses of spatial justice, structural racism, and environmental justice as a systematic lack of amenities and resources shaped by race, class, and geography. Methods: The analytic sample included 1,965 nonmetropolitan counties (USDA RUCC ≥ 4). We compiled indicators of the built environment (park access, exercise opportunities, traffic volume, commute times, broadband access, severe housing problems, primary care shortages) and natural environment (PM2.5 exposure, frequency of adverse climate events). Using Principal Component Analysis (PCA), we derived a Rural Structural Environmental Disparity Index (RSEDI). The RSEDI loads most strongly on deficits in exercise opportunities, traffic connectivity, parks, primary care, broadband, and housing quality, capturing a multidimensional pattern of deprivation. We estimated OLS regression models with robust standard errors clustered by state. Analyses were conducted at the national level, stratified by rurality (RUCC codes) and Census regions, and supplemented with Moran’s I to assess spatial clustering. Results: At the national level, counties with larger Black populations had higher disparity scores (β ≈ 0.12), while those with larger Asian populations had lower scores (β ≈ –0.10). Hispanic and Native American/Alaska Native shares showed weaker or null effects once socioeconomic status and rurality were included. Stratified models revealed sharp geographic contingency. Racial disparities were concentrated in the South, where Black population share strongly predicted higher RSEDI. In the Midwest and New England, however, the association reversed sign, suggesting divergent histories of settlement, policy, and resource allocation. In contrast, the negative association with Asian population share was consistent across nearly all regions. Discussion: The findings highlight that structural inequality in rural America cannot be reduced to a single rural–urban gradient. Instead, rural environmental disparity reflects two simultaneous disadvantages: the remoteness of isolation and the neglect of peripheral zones on metropolitan edges. Policy interventions must target both infrastructural capacity (parks, exercise facilities, broadband, primary care) and systemic vulnerability to climate and environmental stressors. Ultimately, our results show that the landscapes of rural inequality are not uniform but geographically contingent, requiring nuanced interventions attuned to region, race, and rurality.