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Digitalization and innovation: How does the digital economy drive technology transfer in China?

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  • Cai, Hechang
  • Wang, Zilong
  • Ji, Yi
  • Xu, Liuyang

Abstract

The launch of China's National E-commerce Demonstration Cities (NEDC) has significantly contributed to a dynamic e-commerce sector, spurring the digital economy. While existing studies have examined the digital economy's impact on technological and environmental innovation, our research extends this by exploring its influence on technology transfer. We employ the staggered difference-in-differences methodology to delineate a pronounced and favorable influence of the digital economy in driving various dimensions of technology transfer, such as strength, in-strength, out-strength, degree, indegree, and outdegree. Our analysis indicates that the digital economy notably drives technology transfer via two key methods: upgrading industrial structure and promoting the factor market. Delving further, we identify diverse impacts influenced by institutional distance, geographical closeness, and high-tech IPC classifications. These observations provide a fresh understanding of how the digital economy influences technology transfer.

Suggested Citation

  • Cai, Hechang & Wang, Zilong & Ji, Yi & Xu, Liuyang, 2024. "Digitalization and innovation: How does the digital economy drive technology transfer in China?," Economic Modelling, Elsevier, vol. 136(C).
    • Handle: RePEc:eee:ecmode:v:136:y:2024:i:c:s0264999324001147
    DOI: 10.1016/j.econmod.2024.106758
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    as
    1. Shuming Ren & Lianqing Li & Yueqi Han & Yu Hao & Haitao Wu, 2022. "The emerging driving force of inclusive green growth: Does digital economy agglomeration work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1656-1678, May.
    2. Sebastian Losacker & Jens Horbach & Ingo Liefner, 2023. "Geography and the speed of green technology diffusion," Industry and Innovation, Taylor & Francis Journals, vol. 30(5), pages 531-555, May.
    3. Cai, Hechang & Wang, Zilong & Zhang, Zhiwen & Xu, Liuyang, 2023. "Does environmental regulation promote technology transfer? Evidence from a partially linear functional-coefficient panel model," Economic Modelling, Elsevier, vol. 124(C).
    4. Utterback, James M. & Suarez, Fernando F., 1993. "Innovation, competition, and industry structure," Research Policy, Elsevier, vol. 22(1), pages 1-21, February.
    5. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    6. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    7. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    8. Lawrence F. Katz & Robert A. Margo, 2014. "Technical Change and the Relative Demand for Skilled Labor: The United States in Historical Perspective," NBER Chapters, in: Human Capital in History: The American Record, pages 15-57, National Bureau of Economic Research, Inc.
    9. Le Tang & Yuyao Zhang & Jingyi Gao & Fan Wang, 2020. "Technological Upgrading in Chinese Cities: The Role of FDI and Industrial Structure," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(7), pages 1547-1563, May.
    10. Hou, Xiang & Hu, Qianlin & Liang, Xin & Xu, Jingxuan, 2023. "How do low-carbon city pilots affect carbon emissions? Staggered difference in difference evidence from Chinese firms," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 664-686.
    11. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    12. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    13. Maxim Polyakov & NataliÑ–a Kovshun, 2021. "Diffusion Of Innovations As A Key Driver Of The Digital Economy Development," Baltic Journal of Economic Studies, Publishing house "Baltija Publishing", vol. 7(1).
    14. Nicolau, Juan Luis & Sellers, Ricardo, 2010. "The quality of quality awards: Diminishing information asymmetries in a hotel chain," Journal of Business Research, Elsevier, vol. 63(8), pages 832-839, August.
    15. Cai, Hechang & Wang, Zilong & Zhang, Zhiwen & Xu, Xiaodi, 2023. "Carbon emission trading schemes induces technology transfer: Evidence from China," Energy Policy, Elsevier, vol. 178(C).
    16. Markus Grillitsch & Bjørn Asheim, 2018. "Place-based innovation policy for industrial diversification in regions," European Planning Studies, Taylor & Francis Journals, vol. 26(8), pages 1638-1662, August.
    17. Makarius, Erin E. & Srinivasan, Mahesh, 2017. "Addressing skills mismatch: Utilizing talent supply chain management to enhance collaboration between companies and talent suppliers," Business Horizons, Elsevier, vol. 60(4), pages 495-505.
    18. Wang, Jiating & Cai, Siyuan, 2020. "The construction of high-speed railway and urban innovation capacity: Based on the perspective of knowledge Spillover," China Economic Review, Elsevier, vol. 63(C).
    19. Alina Sorescu & Martin Schreier, 2021. "Innovation in the digital economy: a broader view of its scope, antecedents, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 627-631, July.
    20. Jinlin Li & Litai Chen & Ying Chen & Jiawen He, 2022. "Digital economy, technological innovation, and green economic efficiency—Empirical evidence from 277 cities in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(3), pages 616-629, April.
    21. Wang, Xincheng & Li, Yuan & Tian, Longwei & Hou, Ye, 2023. "Government digital initiatives and firm digital innovation: Evidence from China," Technovation, Elsevier, vol. 119(C).
    22. Wang, Ke-Liang & Sun, Ting-Ting & Xu, Ru-Yu & Miao, Zhuang & Cheng, Yun-He, 2022. "How does internet development promote urban green innovation efficiency? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    23. Hong, Wei & Su, Yu-Sung, 2013. "The effect of institutional proximity in non-local university–industry collaborations: An analysis based on Chinese patent data," Research Policy, Elsevier, vol. 42(2), pages 454-464.
    24. Thompson, Edmund R., 2002. "Clustering of Foreign Direct Investment and Enhanced Technology Transfer: Evidence from Hong Kong Garment Firms in China," World Development, Elsevier, vol. 30(5), pages 873-889, May.
    25. George Van Leeuwen & Luuk Klomp, 2006. "On the contribution of innovation to multi-factor productivity growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 367-390.
    26. Guo, Bingnan & Wang, Yu & Zhang, Hao & Liang, Chunyan & Feng, Yu & Hu, Feng, 2023. "Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 120(C).
    27. Ahamed, M. Mostak & Luintel, Kul B. & Mallick, Sushanta K., 2023. "Does local knowledge spillover matter for firm productivity? The role of financial access and corporate governance," Research Policy, Elsevier, vol. 52(8).
    28. Popkova, Elena G. & De Bernardi, Paola & Tyurina, Yuliya G. & Sergi, Bruno S., 2022. "A theory of digital technology advancement to address the grand challenges of sustainable development," Technology in Society, Elsevier, vol. 68(C).
    29. Yi, Ming & Liu, Yafen & Sheng, Mingyue Selena & Wen, Le, 2022. "Effects of digital economy on carbon emission reduction: New evidence from China," Energy Policy, Elsevier, vol. 171(C).
    30. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
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    2. Jingyi Liang & Cuixia Qiao, 2024. "The Impact of Digital Trade Development on Regional Green Innovation," Sustainability, MDPI, vol. 16(22), pages 1-28, November.

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