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The Convergence between Digital Industrialization and Industrial Digitalization and Export Technology Complexity: Evidence from China

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  • Yaozhi Xu

    (Alibaba Business School, Hangzhou Normal University, Hangzhou 311121, China)

  • Liling Xu

    (Alibaba Business School, Hangzhou Normal University, Hangzhou 311121, China)

Abstract

The wave of digitalization is driving the restructuring of the global value chain, providing an excellent opportunity for China to leapfrog into the digital era. The convergence between digital industrialization and industrial digitalization (hereinafter referred to as CDIID) is an indicator to measure the sustainability of the digital economy. The main objective of this paper is to measure the level of CDIID in China and verify the impact of CDIID on export technology complexity and its mechanism. The nonparametric stochastic frontier method is used to measure the level of CDIID of each province in China from 2013 to 2019, and the fixed-effect model is used to investigate the impact effect and mechanism of CDIID on export technology complexity. Empirical research finds that the level of CDIID plays a positive role in promoting the export technology complexity, and in the short term, more attention should be paid to the development of industrial digitalization to enhance export technology complexity. The mechanism test results show that CDIID enhances export technology complexity through the channels of industrial structure upgrading and innovation ability improvement. In terms of industrial digitalization driven by digital industrialization, the channel of innovation ability improvement has a significant impact. In terms of the path of industrial digitalization to promote digital industrialization, it has an inhibitory effect on both channels in the short run. This paper provides empirical evidence and a decision-making basis for China to promote the sustainable development of the digital economy and build new advantages in international competition.

Suggested Citation

  • Yaozhi Xu & Liling Xu, 2023. "The Convergence between Digital Industrialization and Industrial Digitalization and Export Technology Complexity: Evidence from China," Sustainability, MDPI, vol. 15(11), pages 1-18, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:9081-:d:1163863
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    1. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    2. Huaping Guan & Binhua Guo & Jianwu Zhang, 2022. "Study on the Impact of the Digital Economy on the Upgrading of Industrial Structures—Empirical Analysis Based on Cities in China," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
    3. Juan Blyde & Gonzalo Iberti & Micaela Mussini, 2018. "When does innovation matter for exporting?," Empirical Economics, Springer, vol. 54(4), pages 1653-1671, June.
    4. Philippe Aghion & Ufuk Akcigit & Antonin Bergeaud & Richard Blundell & David Hemous, 2019. "Innovation and Top Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 1-45.
    5. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-959, December.
    6. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    7. Henderson, Daniel J. & Carroll, Raymond J. & Li, Qi, 2008. "Nonparametric estimation and testing of fixed effects panel data models," Journal of Econometrics, Elsevier, vol. 144(1), pages 257-275, May.
    8. Zhou, Xianbo & Li, Kui-Wai & Li, Qin, 2011. "An analysis on technical efficiency in post-reform China," China Economic Review, Elsevier, vol. 22(3), pages 357-372, September.
    9. M. V. Posner, 1961. "International Trade And Technical Change," Oxford Economic Papers, Oxford University Press, vol. 13(3), pages 323-341.
    10. Jinqi Su & Ke Su & Shubin Wang, 2021. "Does the Digital Economy Promote Industrial Structural Upgrading?—A Test of Mediating Effects Based on Heterogeneous Technological Innovation," Sustainability, MDPI, vol. 13(18), pages 1-24, September.
    11. Karishma Banga, 2019. "Digital technologies and 'value' capture in global value chains: Empirical evidence from Indian manufacturing firms," WIDER Working Paper Series wp-2019-43, World Institute for Development Economic Research (UNU-WIDER).
    12. Songqin Zhao & Diyun Peng & Huwei Wen & Huilin Song, 2022. "Does the Digital Economy Promote Upgrading the Industrial Structure of Chinese Cities?," Sustainability, MDPI, vol. 14(16), pages 1-19, August.
    13. Peretto, Pietro F, 2003. "Fiscal Policy and Long-Run Growth in R&D-Based Models with Endogenous Market Structure," Journal of Economic Growth, Springer, vol. 8(3), pages 325-347, September.
    14. Willem Thorbecke & Hao-Kai Pai, 2015. "The sophistication of East Asian exports," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 20(4), pages 658-678, October.
    15. Ricardo Lopez & Niru Yadav, 2010. "Imports of Intermediate Inputs and Spillover Effects: Evidence from Chilean Plants," Journal of Development Studies, Taylor & Francis Journals, vol. 46(8), pages 1385-1403.
    16. Pil Sun Heo & Duk Hee Lee, 2019. "Evolution of the linkage structure of ICT industry and its role in the economic system: the case of Korea," Information Technology for Development, Taylor & Francis Journals, vol. 25(3), pages 424-454, July.
    17. Lall, Sanjaya & Weiss, John & Zhang, Jinkang, 2006. "The "sophistication" of exports: A new trade measure," World Development, Elsevier, vol. 34(2), pages 222-237, February.
    18. John Humphrey & Hubert Schmitz, 2002. "How does insertion in global value chains affect upgrading in industrial clusters?," Regional Studies, Taylor & Francis Journals, vol. 36(9), pages 1017-1027.
    19. Javier López González & Marie-Agnes Jouanjean, 2017. "Digital Trade: Developing a Framework for Analysis," OECD Trade Policy Papers 205, OECD Publishing.
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    3. Danxue Fan & Meiyue Li, 2024. "Digital Economy Development and Green Innovation Efficiency from a Two-Stage Innovation Value Chain Perspective," Sustainability, MDPI, vol. 16(11), pages 1-20, May.
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