Causal analysis of car CO2 emissions and urban infrastructure using structural equation modeling

The present study examined the relationship between urban land use and car transportation. The results derived from applications of the structural equations modeling revealed that suburbanization directly caused a proportional increase in car ownership and construction of roads, and in turn, indirectly increased the carbon dioxide emissions from cars.