stay_id is an integer which uniquely identifies a stay in an specific department within the hospital. The identifier is used to delineate contiguous ICU or ED stays. As stay_id is generated using the earliest transfer_id existing for the department (e.g. the first transfer_id for an ICU), stay_id and transfer_id are often identical for the same ward stay.