This study aimed to determine the prevalence of inappropriate drug use in hospitalized elderly patients at a tertiary care hospital in Northeast India using the 2006 HEDIS criteria. The study reviewed prescriptions from 502 elderly patients admitted to the medicine and cardiology departments. It found that 12 patients (2.39%) received at least one inappropriate drug, with the most common being short-acting nifedipine. Increased number of concurrent medications (>11) and prolonged hospital stay (>5 days) were identified as predictors of inappropriate medication use. The study concluded that multiple medications and long hospital stays were risk factors for inappropriate drug prescribing in elderly patients based on the 2006 HEDIS criteria.