The independent variables considered in the regression model are number of employees, sales volume, and number of establishments for different standard industrial classification (SIC) categories. With regard to regression model application in traffic management, a research analyzed the problem of optimal routes associated with transportation (Sofia et al., 2013). Minimizing the distance and drive time simultaneously comprises the main goal of this current research. In the present study, the regression model is the most suitable GIS model to identify the most significant factors affecting drive time.