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This paper examined the effect of socio-economic and environmental factors on obesity in Cleveland (Ohio) using an OLS model and three spatial regression models: spatial error model, spatial lag model, and a spatial error model with a spatially lagged response (SEMSLR). Comparative assessment of the models showed that the SEMSLR and the spatial error models were the best models. The spatial effect from the various spatial regression models was statistically significant, indicating an essential spatial interaction among neighboring geographic units and the need to account for spatial dependency in obesity research. The authors also found a statistically significant positive association between the percentage of families below poverty, Black population, and SNAP recipient with obesity rate. The percentage of college-educated had a statistically significant negative association with the obesity rate. The study shows that health outcomes such as obesity are not randomly distributed but are more clustered in deprived and marginalized neighborhoods.

Although gold mining multinational or transnational companies continue to profit from their activities in resource endowed developing countries, the gap between company profits and social and environmental justice in these resource rich developing countries is a subject of intense debate. This debate is especially heightened when the gap is examined in the context of the United Nations Sustainable Development Goals (SDGs). This paper employs the Environmental Justice concept to assess the activities of the Goldfields Damang mining company in Ghana vis-à-vis the UN Sustainable Development Goals. Drawing on primary data from semi-structured interviews (n = 22) and secondary sources, the paper finds that the negative impacts of gold mining do not conform with the UN Sustainable Development Goals, especially goals 2, 6, 14 and 15. The study makes two recommendations: First, policies on land tenure and the Mineral and Mining Act need revisions to incorporate more rights for indigenous people; second, existing structures and legislation that spells out compensation and land dispossession practices must be revised thoroughly to align with the UN sustainable development goals. The paper concludes by considering the theoretical and policy implications of the findings for strengthening mining laws and policies in Ghana.