An Alternative to Using Dummy Variables
Oftentimes, researchers use dummy variables to determine how observations classified into different categorical groups affect the dependent variable of interest. One drawback with this approach is using too many dummy variables can create small cell sizes, creating an identification problem. Alternatively, using broad groupings for dummy variables may give the appearance that the effect of…