Inclusion Criteria:  All patients admitted to the intensive care units in South Tyrol due to COVID-19 associated respiratory failure  Exclusion Criteria:  SARS-CoV-2 patients admitted to the intensive care units in South Tyrol for other pathologies (i.e., not respiratory failure)