The debt-to-income ratio is calculated using gross income as the primary financial metric, as evidenced by the inclusion of all income sources in the calculation [1], the averaging of earnings to determine monthly gross income for the ratio [2], and the specific definition of gross income as pre-tax earnings for this calculation [3].