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信息化手段和交通便利的结合揭示了电商运营模式的虚实结合本质,综合运用机制分析、BP神经网络、空间计量经济方法,探寻电商运营模式对区域高技术产业创新产出的影响及对空间创新溢出效应的作用。研究发现,我国区域高技术产业创新产出存在显著增强的正向空间自相关;信息化、交通便利度与区域创新间呈指数函数关系,两者的完美结合显著增强区域创新发展的空间溢出效应。其中,信息化对区域高技术产业创新呈现显著增强且稳健的促进趋势,显著增强创新发展的空间溢出效应;交通便利度却呈现显著减弱且不稳健的促进趋势,对创新发展的空间溢出效应作用不显著。提出从顶层设计加强区域一体化建设及监管,注重技术经纪人、专家库的培养与使用,以推动区域创新发展。
The combination of informatization means and transportation convenience reveals the nature of the combination of the actuality and the actuality of the e-commerce operation mode, comprehensively uses the mechanism analysis, the BP neural network and the econometric method to explore the influence of the e-commerce operation mode on the innovation output of the high-tech industry in the region and The Role of Spatial Innovation in Spillover. The research shows that there is a significant positive spatial autocorrelation in the innovation output of the high-tech industry in our country. The convenience of informationization, traffic convenience and the innovation of the region have an exponential function. The perfect combination of the two can significantly enhance the spatial spillover effect of the regional innovation and development . Among them, informatization has significantly enhanced and steadily promoted the innovation of regional high-tech industries, and significantly enhanced the spillover effect of innovation and development. However, the transport facilitation showed a marked and weak promotion trend, which had an effect on the spillover effect of innovation and development Not obvious. It is proposed to strengthen the regional integration construction and supervision from the top-level design, pay attention to the training and use of technology brokers and expert libraries so as to promote the regional innovation and development.