This is where the importance of encouraging innovation and supporting commercialisation of R&D lies at the metropolitan and local level. City characteristics, notably size and diversity, are important since innovation comes from interactions between populations diverse both in people and firms. The argument is that the greater the size, the greater the diversity25.