Firms' use of accounting discretion to influence their credit ratings

► Estimate an “expected” credit rating for a given firm in a given year. ► Measure the firms' deviations from their expected ratings. ► Firms below (above) their expected rating manage earnings more upward (downward). ► These firms are successful in achieving future upgrades (downgrades).