This research unit is core funded by the National Institute for Health and Care Research (NIHR) Policy Research Programme (NIHR206121 - NIHR Policy Research Unit in Health and Social Care Workforce). The views expressed here are those of the authors and not necessarily those of the NIHR or the Department of Health and Social Care.