Answer: Option d.
Explanation:
The aditional variables are:
Region of the country. (where the options are Noth, Sout, East or West)
Type of business (where the options are Manufacturing, Financial, Information Services, or Other)
Then we are only adding 2 aditional variables to the model, the correct option is d.