A credit card company should never refuse an application based on race or gender. The Equal Credit Opportunity Act (ECOA), a federal law, protects against such discrimination. The ECOA makes it illegal for any creditor to "discriminate against any applicant with respect to any aspect of a credit transaction on the basis of sex or marital status."