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Does the development of digital technology contribute to the innovation performance of China's high-tech industry？

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  • Wan, Qunchao
  • Tang, Shiyi
  • Jiang, Zhenwu

Abstract

Using the regional panel data of China's high-tech industry (HTI) from 2004 to 2016, this study investigates the main effect, regulatory effect, and intermediary effect of digital technology development (GTD) on the innovation performance (IP) of China's HTI through the spatial econometric model, intermediary effect model, and panel threshold model. The findings revealed that the IP of China's HTI has a global positive spatial correlation. The GTD exerts an apparent promoting effect on the IP of China's HTI, but it has a negative spatial spillover effect on the IP of China's HTI. From the effect decomposition of the SAR model, in terms of direct effect, market integration and economic policy uncertainty (EPU) play a significant positive regulatory role between the GTD and IP of China's HTI, and R&D investment (RDI) and technology diffusion play an intermediary role. In terms of the indirect effects, market integration and EPU play a negative regulatory role between the GTD and IP of China's HTI, and RDI and technology diffusion play a masking role. The panel threshold test shows that taking the GTD and RDI as threshold variables, when the GTD and RDI are appropriate, could significantly promote the IP of China's HTI. As a result, this study asserts that the government departments should promote the development and application of digital technology, augment supporting rules and regulations and alleviate the “polarization effect” due to digital technology to promote the innovation and development of China's HTI.

Suggested Citation

  • Wan, Qunchao & Tang, Shiyi & Jiang, Zhenwu, 2023. "Does the development of digital technology contribute to the innovation performance of China's high-tech industry？," Technovation, Elsevier, vol. 124(C).
    • Handle: RePEc:eee:techno:v:124:y:2023:i:c:s0166497223000494
    DOI: 10.1016/j.technovation.2023.102738
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    as
    1. Ge, Shuang & Liu, Xielin, 2022. "The role of knowledge creation, absorption and acquisition in determining national competitive advantage," Technovation, Elsevier, vol. 112(C).
    2. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    3. Hong, Jin & Feng, Bing & Wu, Yanrui & Wang, Liangbing, 2016. "Do government grants promote innovation efficiency in China's high-tech industries?," Technovation, Elsevier, vol. 57, pages 4-13.
    4. Gölgeci, Ismail & Murphy, William H. & Johnston, David A., 2018. "Power-based behaviors in supply chains and their effects on relational satisfaction: A fresh perspective and directions for research," European Management Journal, Elsevier, vol. 36(2), pages 278-287.
    5. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    6. Hwang, Won-Sik & Shin, Jungwoo, 2017. "ICT-specific technological change and economic growth in Korea," Telecommunications Policy, Elsevier, vol. 41(4), pages 282-294.
    7. Jorge Martinez-Vazquez & Santiago Lago-Peñas & Agnese Sacchi, 2017. "The Impact Of Fiscal Decentralization: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 31(4), pages 1095-1129, September.
    8. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    9. Feng Han & Rui Xie & Mingyong Lai, 2018. "Traffic density, congestion externalities, and urbanization in China," Spatial Economic Analysis, Taylor & Francis Journals, vol. 13(4), pages 400-421, October.
    10. Gligor, David M. & Pillai, Kishore Gopalakrishna & Golgeci, Ismail, 2021. "Theorizing the dark side of business-to-business relationships in the era of AI, big data, and blockchain," Journal of Business Research, Elsevier, vol. 133(C), pages 79-88.
    11. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    12. Jose Benitez & Ana Castillo & Javier Llorens & Jessica Braojos, 2018. "IT-enabled knowledge ambidexterity and innovation performance in small U.S. firms: The moderator role of social media capability," Post-Print hal-01998044, HAL.
    13. Wan, Qunchao & Chen, Jin & Yao, Zhu & Yuan, Ling, 2022. "Preferential tax policy and R&D personnel flow for technological innovation efficiency of China's high-tech industry in an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    14. Huenteler, Joern & Schmidt, Tobias S. & Ossenbrink, Jan & Hoffmann, Volker H., 2016. "Technology life-cycles in the energy sector — Technological characteristics and the role of deployment for innovation," Technological Forecasting and Social Change, Elsevier, vol. 104(C), pages 102-121.
    15. Pontus Braunerhjelm & Zoltán J. Ács & David B. Audretsch & Bo Carlsson, 2015. "The missing link: knowledge diffusion and entrepreneurship in endogenous growth," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 6, pages 108-128, Edward Elgar Publishing.
    16. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    17. T. Ravichandran & Simona Ileana Giura, 2019. "Knowledge Transfers in Alliances: Exploring the Facilitating Role of Information Technology," Information Systems Research, INFORMS, vol. 30(3), pages 726-744, September.
    18. Annarelli, Alessandro & Battistella, Cinzia & Nonino, Fabio & Parida, Vinit & Pessot, Elena, 2021. "Literature review on digitalization capabilities: Co-citation analysis of antecedents, conceptualization and consequences," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    19. Mazzola, Erica & Perrone, Giovanni & Kamuriwo, Dzidziso Samuel, 2015. "Network embeddedness and new product development in the biopharmaceutical industry: The moderating role of open innovation flow," International Journal of Production Economics, Elsevier, vol. 160(C), pages 106-119.
    20. Jiao, Hao & Wang, Tang & Yang, Jifeng, 2022. "Team structure and invention impact under high knowledge diversity: An empirical examination of computer workstation industry," Technovation, Elsevier, vol. 114(C).
    21. Shihong Zeng & Gen Li & Shaomin Wu & Zhanfeng Dong, 2022. "The Impact of Green Technology Innovation on Carbon Emissions in the Context of Carbon Neutrality in China: Evidence from Spatial Spillover and Nonlinear Effect Analysis," IJERPH, MDPI, vol. 19(2), pages 1-25, January.
    22. T. Ravichandran & Shu Han & Sunil Mithas, 2017. "Mitigating Diminishing Returns to R&D: The Role of Information Technology in Innovation," Information Systems Research, INFORMS, vol. 28(4), pages 812-827, December.
    23. Kyriakos Drivas & Claire Economidou, 2015. "Is geographic nearness important for trading ideas? Evidence from the US," The Journal of Technology Transfer, Springer, vol. 40(4), pages 629-662, August.
    24. Yunis, Manal & Tarhini, Abbas & Kassar, Abdulnasser, 2018. "The role of ICT and innovation in enhancing organizational performance: The catalysing effect of corporate entrepreneurship," Journal of Business Research, Elsevier, vol. 88(C), pages 344-356.
    25. Yang Yao & Muyang Zhang, 2015. "Subnational leaders and economic growth: evidence from Chinese cities," Journal of Economic Growth, Springer, vol. 20(4), pages 405-436, December.
    26. Dosi, Giovanni & Llerena, Patrick & Labini, Mauro Sylos, 2006. "The relationships between science, technologies and their industrial exploitation: An illustration through the myths and realities of the so-called `European Paradox'," Research Policy, Elsevier, vol. 35(10), pages 1450-1464, December.
    27. Phan, Hieu V. & Nguyen, Nam H. & Nguyen, Hien T. & Hegde, Shantaram, 2019. "Policy uncertainty and firm cash holdings," Journal of Business Research, Elsevier, vol. 95(C), pages 71-82.
    28. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    29. Jaime Gómez & Idana Salazar & Pilar Vargas, 2017. "Does Information Technology Improve Open Innovation Performance? An Examination of Manufacturers in Spain," Information Systems Research, INFORMS, vol. 28(3), pages 661-675, September.
    30. Yang, Chih-Hai & Matsuura, Toshiyuki & Ito, Tadashi, 2019. "R&D and patenting activities of foreign firms in China: The case of Japan," Japan and the World Economy, Elsevier, vol. 49(C), pages 151-160.
    31. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    32. Luc Anselin & Raymond J. G. M. Florax, 1995. "New Directions in Spatial Econometrics: Introduction," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax (ed.), New Directions in Spatial Econometrics, chapter 1, pages 3-18, Springer.
    33. Chen, Xu & Chen, Xueli & Song, Malin, 2021. "Polycentric agglomeration, market integration and green economic efficiency," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 185-197.
    34. Ejermo, Olof & Kander, Astrid & Svensson Henning, Martin, 2011. "The R&D-growth paradox arises in fast-growing sectors," Research Policy, Elsevier, vol. 40(5), pages 664-672, June.
    35. Chen, Xiafei & Liu, Zhiying & Zhu, Qingyuan, 2018. "Performance evaluation of China's high-tech innovation process: Analysis based on the innovation value chain," Technovation, Elsevier, vol. 74, pages 42-53.
    36. Hao, Xiaoli & Deng, Feng, 2019. "The marginal and double threshold effects of regional innovation on energy consumption structure: Evidence from resource-based regions in China," Energy Policy, Elsevier, vol. 131(C), pages 144-154.
    37. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
    38. Brian Paul Cozzarin, 2017. "Impact of organizational innovation on product and process innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(5), pages 405-417, July.
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