Ethics
This study used data from the Hospital Episode Statistics (HES) database for England. The HES database is collected by NHS Digital for all patients seen at hospitals in England. Permission to access the database was granted to the GIRFT programme working within the NHS Improvement information technology environment. Consent from individuals involved in this study was not required. The presentation of data follows current NHS Digital guidance for use of HES data for research purposes.5