Inclusion Criteria:  all hospitalized patients in 6 clinical departments, Otolaryngology, Orthopaedic, Respiratory Medicine, General Surgery, Cardiology and Hematology from December 2016 to February 2019.  Exclusion Criteria:  Missing data for key variables