1. Department of Primary Care and Public Health; Imperial College London, Reynolds Building, Charing Cross Hospital; London UK
2. The Health Foundation; Data Analytics; London UK
3. Department of Infectious Disease Epidemiology; Imperial College London LG 32B Medical School Building, St Mary's Campus; London UK
4. Doctor Foster Unit at Imperial College London; London UK