Proportional low-density residential land use change: areas with an increase in low-density residential land use are considered areas that had faced sprawl from 1985 to 1995. 

Variables related to tax burdens: these are dependent variable for regression models. If these variables present similar behaviors in the areas faced with sprawl, the regression analysis is a possible methodology by itself without taking into account spatial factors.