Allergic reactions to drugs are a serious public health concern. In 2013, the National Institute of Allergy and Infectious Diseases, Division of Allergy, Immunology and Transplantation, sponsored a workshop on drug allergy. International experts in the field of drug allergy with backgrounds in allergy, immunology, infectious diseases, dermatology, clinical pharmacology and pharmacogenomics discussed the current state of drug allergy research. These experts were joined by representatives from several NIH Institutes and the U.S. Food and Drug Administration (FDA). The participants identified important advances that make new research directions feasible and made suggestions for research priorities and for development of infrastructure to advance our knowledge of the mechanisms, diagnosis, management, and prevention of drug allergy. The workshop summary and recommendations are presented herein.