“…In our analyses we draw on a range of data sources, including the EU's ARDECO database, the OECD regional and national statistics databases, the University of Gothenburg Quality of Government EU regional dataset, UK government statistics from the Office for National Statistics, the Department for Transport, the Office of Rail and Road, the Department for Education, the British Business Bank, and OFCOM, individual-level survey data from the UK's Labour Force Survey, and data from private sector sources including UK Finance, BVA BDRC, TomTom, and INRIX. We also draw on data compiled and analysed by other researchers: educational outcomes data from the Department for Education, compiled and analysed by Britton, Waltmann, Xu, and van der Erve (2021), travel time data from TravelTime, compiled and analysed by , travel time data from Google Maps, compiled and analysed by Conwell, Eckert, and Mobarak (2022), private equity funding data from Beauhurst, compiled and analysed by Wilson, Kacer, and Wright (2019), peer to peer lending data from FundingCircle, compiled and analysed by Ekpu, Wright, Prashar, and Ri (2020) and Xu, Su, and Celler (2021), and academic publication data from Web of Science, compiled and analysed by György (2018).…”