Research on efficiency and differences of regional industry-university-research synergetic innovation in China

•Construct a two-stage evaluation index system of I–U-R collaborative innovation efficiency.•Establish a DEA with shared inputs model.•Measure I–U-R collaborative innovation efficiency and explore their regional differences.