Conclusion: This study demonstrated that the application of the drug utilization database for calculating the quantities of drugs used at the Hospital by the Time Series Analysis method enhanced the accuracy in the drug quantifications, which enables the Hung Vuong Hospital in Ho Chi Minh City to purchase drugs with the most suitable quantity to meet the real needs of patients.