Chinese metropolitan areas suffer from isolated industrial development, obstructed factor flows, and imperfect cooperation mechanisms. Promoting inter-city complementarity the rational allocation of regional innovation factors is necessary for sustainable development. First, this paper uses a network data envelopment analysis model based on resource sharing two-stage additional input to measure...