1. Deparment of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool L69 3GL, UK
2. Department of Psychology, University of Liverpool, Liverpool L69 7ZA, UK
3. Department of Infection Biology and Microbiomes, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool L69 3BX, UK
4. Department of Geography and Planning, University of Liverpool L69 3BX, Liverpool, UK
5. Division of Biosciences, University College London, London WC1E 6BT, UK
6. Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool L69 3BX, UK
7. Department of Communication and Media, University of Liverpool, Liverpool L69 7ZG, UK
8. Department of Sociology and Criminology, City University, London EC1V 0HB, UK
9. Department of Primary Care & Mental Health, Institute of Population Health, University of Liverpool, Liverpool L69 3BX, UK
10. Pandemic Sciences Institute, University of Oxford, Oxford OX3 7DQ, UK
11. Centre for Mathematical Modelling of Infectious Diseases and Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
12. Department of Civil, Environmental and Geomatic Engineering, University College London, London WC1E 6BT, UK
13. Building Energy Research Group, School of Architecture, Building and Civil Engineering, Loughborough University, Loughborough LE11 3TU, UK
14. Clinical and Public Health Group, UK Health Security Agency, London SW1P 3JR, UK
15. William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
16. Department of Clinical Infection, Microbiology & Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool L69 3BX, UK
17. Liverpool City Council, Liverpool L3 1AH, UK
18. Department of Public Health, Policy and Systems, Institute of Population Health, University of Liverpool, Liverpool L69 3GB, UK