统计研究 ›› 2020, Vol. 37 ›› Issue (10): 66-78.doi: 10.19343/j.cnki.11-1302/c.2020.10.006

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全球价值链嵌入与技术创新——基于生产分解模型的分析

杨蕙馨 张红霞   

  • 出版日期:2020-10-25 发布日期:2020-10-21

Global Value Chain Embedding and Technological Innovation:Based on the Production Decomposition Model

Yang Huixin Zhang Hongxia   

  • Online:2020-10-25 Published:2020-10-21

摘要: 基于增加值和最终产品的生产分解模型,本文对我国制造业前向与后向产业关联下的全球价值链嵌入进行测度,实证分析全球价值链嵌入对技术创新的作用机理,并在此基础上重点探讨了吸收能力与技术差距两个重要情境因素的调节作用,同时,运用双重差分、工具变量法以及GMM动态面板模型进行稳健性检验,以控制潜在的内生性问题。研究发现:①我国制造业通过嵌入全球价值链的国际间知识溢出效应促进技术创新能力的提升;②吸收能力能够强化这一正向影响关系;③技术差距在后向全球价值链嵌入对技术创新的影响关系中呈倒U 型调节作用,而在前向全球价值链嵌入对技术创新的影响关系中呈正向调节作用。本文推动了网络嵌入理论和知识溢出理论从组织网络向全球价值链领域的繁衍,丰富了全球价值链嵌入领域的研究成果,同时为我国制造业企业在参与国际分工过程中利用全球价值链嵌入实现技术创新能力提升提供重要的理论参考。

关键词: 全球价值链嵌入, 网络嵌入, 知识溢出, 技术创新, 生产分解模型

Abstract: Based on the production decomposition model of value added and final goods, this paper measures the forward and backward linkage based embedding of global value chain ( GVC) for China’ s manufacturing industry, and empirically studies the impact of GVC embedding on technological innovation, and the moderating effect of absorptive capacity and technological distance. At the same time, DID, IV method and GMM dynamic panel model are used for robustness test to control potential endogenous problems. The results show that: firstly, China’ s manufacturing industry promotes the improvement of technological innovation capacity by embedding into GVC and taking advantage of international knowledge spillovers. Secondly,absorption capacity can strengthen the positive relationship above. Thirdly, technological distance presents an inverted U-shaped moderating effect in the impact of backward linkage based GVC embedding on technological innovation, while technological distance presents a positive moderating effect in the impact of forward linkage based GVC embedding on technological innovation. This paper promotes the propagation of network embedding theory and knowledge spillover theory from organizational network to GVC, and enriches the research results in the field of GVC embedding. This research provides a theoretical reference for China’ s manufacturing enterprises to enhance their technological innovation capacity by embedding GVC in the process of participating in international division of labor.

Key words: Global Value Chain Embedding, Network Embedding, Knowledge Spillover, Technology Innovation, Production Decomposition Model