Availability of sanitary facilities in the household and outstanding credit per capita represent proxies of the district stage of development. They allow for distinction between average income per household and the overall wealth of the district. The district level product, an equivalent to state and national level GDP would serve this purpose better, but as its availability is limited the model needs to rely the aforementioned proxies.