Variables that were not interval or ratio in scale were converted to dummy
variables (two categories).
These were: types of credit card use
(convenience use or installment use), education (persons with less than a
four-year college education and persons with bachelors' or advanced
degrees) and feelings about credit obligations (concerned with credit
obligations or not concerned).