数字化转型与区域创新质量的模式识别及互动机制研究  

Research on Pattern Recognition and Interaction Mechanism between Digital Transformation and Regional Innovation Quality

作　　者：张矿伟 俞立平 ZHANG Kuang-wei;YU Li-ping(College of Economics and Management,China Jiliang University,Hangzhou 310018,China;School of Statistics and Mathematics,Zhejiang Gongshang University,Hangzhou 310018,China;Collaborative Innovation Center for Engineering technology and Application of Statistical Data,Zhejiang Gongshang University,Hangzhou 310018,China)

机构地区：[1]中国计量大学经济与管理学院,浙江杭州310018 [2]浙江工商大学统计与数学学院,浙江杭州310018 [3]浙江工商大学统计数据工程技术与应用协同创新中心

出　　处：《经济体制改革》2024年第5期51-60,共10页Reform of Economic System

基　　金：浙江省自然科学基金重点项目“制造业从数量型创新向质量型创新转型机制研究”(LZ21G030001);浙江省登峰学科(浙江工商大学统计学)资助。

摘　　要：为深入认识数字化转型与区域创新质量之间的关系特征,基于四象限分区模型分析数字化转型与创新质量的关系及升级路径,从理论上阐释数字化转型与创新质量之间的互动机制,并基于中国2013~2021年省级面板数据进行实证研究。结果表明:在观测期内,数字化转型与区域创新质量的发展可以归纳为升级进步型、状态稳定型、滞后倒退型和状态波动型4种变化路径,且处于东部地区优于中西部地区的非均衡发展格局;数字化转型对区域创新质量呈现出显著的正向影响,而区域创新质量对数字化转型存在较强的反馈作用;数字化转型与区域创新质量短期互动不佳,但长期存在积极的互动关系,但其强度有待提高。因此,应因地制宜制定差异化的数字化发展与创新质量提升策略,加快数字技术与社会发展的深度融合,强化数字技术领域的研发创新,构建数字化转型与创新质量互动发展的长效机制。To gain a deeper understanding of the relationship between digital transformation and regional innovation quality,a four quadrant zoning model is used to depict the relationship between digital transformation and innovation quality,as well as the upgrading path.The interaction mechanism between digital transformation and innovation quality is theoretically analyzed,and empirical research is conducted based on provincial panel data from 2013 to 2021 in China.The results show that:during the observation period,the development of digital transformation and regional innovation quality can be summarized into four evolutionary paths,including upgrading and progress type,state stable type,lag and regression type,and state fluctuation type,and there is an imbalanced development pattern where the eastern region is superior to the central and western regions.The digital transformation has a significant positive impact on the quality of regional innovation,and the quality of regional innovation has a strong feedback effect on the digital transformation.The short-term interaction between digital transformation and regional innovation quality is poor,and there is a positive interaction relationship in the long run,but its intensity needs to be improved.Therefore,it is necessary to formulate differentiated digital development and innovation quality improvement strategies according to local conditions,accelerate the deep integration of digital technology and social development,strengthen R&D innovation in the field of digital technology,and build a long-term mechanism for interactive development of digital transformation and innovation quality.

关 键 词：数字化转型 区域创新质量 模式识别 互动机制 面板数据 

分 类 号：F061.5[经济管理—政治经济学]