IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v96y2024ipbs1057521924006938.html
   My bibliography  Save this article

Capital investment, digital economy and innovation of high-tech industries

Author

Listed:
  • Liu, Yu
  • Wang, Hong
  • Pang, Bo
  • Zhao, Shiyong

Abstract

This study investigates the spatial spillover effect of high-tech industrial innovation and the possible nonlinear relationship between capital investment, the digital economy, and high-tech industrial innovation. We constructed a spatial Durbin model and a semiparametric spatial lag model based on the panel data of 30 provinces in China from 2000 to 2021. Results indicate a positive spatial spillover effect of high-tech industrial innovation in China's provincial regions, characterized by regional heterogeneity. The partial derivative of physical capital to high-tech industrial innovation exhibited a U-shaped relationship. The Research and development(R&D) capital to high-tech industrial innovation derivative had a linear relationship. However, partial derivatives of human capital and the digital economy to high-tech industrial innovation exhibited fluctuations in the early phase and stable afterward. Thus, we propose that the superior regions of high-the industrial innovation should continue to drive the disadvantaged regions, forming the echelon development mode of high-tech industrial innovation.

Suggested Citation

  • Liu, Yu & Wang, Hong & Pang, Bo & Zhao, Shiyong, 2024. "Capital investment, digital economy and innovation of high-tech industries," International Review of Financial Analysis, Elsevier, vol. 96(PB).
  • Handle: RePEc:eee:finana:v:96:y:2024:i:pb:s1057521924006938
    DOI: 10.1016/j.irfa.2024.103761
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521924006938
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2024.103761?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Funke, Michael & Strulik, Holger, 2000. "On endogenous growth with physical capital, human capital and product variety," European Economic Review, Elsevier, vol. 44(3), pages 491-515, March.
    2. Fallon, P R & Layard, P R G, 1975. "Capital-Skill Complementarity, Income Distribution, and Output Accounting," Journal of Political Economy, University of Chicago Press, vol. 83(2), pages 279-301, April.
    3. Masatoshi Kato & Hiroyuki Okamuro & Yuji Honjo, 2015. "Does Founders' Human Capital Matter for Innovation? Evidence from Japanese Start‐ups," Journal of Small Business Management, Taylor & Francis Journals, vol. 53(1), pages 114-128, January.
    4. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    5. Bond, Eric W. & Wang, Ping & Yip, Chong K., 1996. "A General Two-Sector Model of Endogenous Growth with Human and Physical Capital: Balanced Growth and Transitional Dynamics," Journal of Economic Theory, Elsevier, vol. 68(1), pages 149-173, January.
    6. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    7. Wang, Juxian & Ma, Mengdi & Dong, Tianyi & Zhang, Zheyuan, 2023. "Do ESG ratings promote corporate green innovation? A quasi-natural experiment based on SynTao Green Finance's ESG ratings," International Review of Financial Analysis, Elsevier, vol. 87(C).
    8. Caballe, Jordi & Santos, Manuel S, 1993. "On Endogenous Growth with Physical and Human Capital," Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 1042-1067, December.
    9. Sun, Xiuli & Li, Haizheng & Ghosal, Vivek, 2020. "Firm-level human capital and innovation: Evidence from China," China Economic Review, Elsevier, vol. 59(C).
    10. Michael Fritsch & Viktor Slavtchev, 2011. "Determinants of the Efficiency of Regional Innovation Systems," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 905-918.
    11. Chad Turner & Robert Tamura & Sean Mulholland, 2013. "How important are human capital, physical capital and total factor productivity for determining state economic growth in the United States, 1840–2000?," Journal of Economic Growth, Springer, vol. 18(4), pages 319-371, December.
    12. Maryann Feldman, 1999. "The New Economics Of Innovation, Spillovers And Agglomeration: Areview Of Empirical Studies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 5-25.
    13. Raymond W. Goldsmith, 1951. "A Perpetual Inventory of National Wealth," NBER Chapters, in: Studies in Income and Wealth, Volume 14, pages 5-73, National Bureau of Economic Research, Inc.
    14. Colombo, Massimo G. & Grilli, Luca & Murtinu, Samuele, 2011. "R&D subsidies and the performance of high-tech start-ups," Economics Letters, Elsevier, vol. 112(1), pages 97-99, July.
    15. Dong Guo & Lin Li & Lu Qiao & Fengyu Qi, 2023. "Digital economy and consumption upgrading: scale effect or structure effect?," Economic Change and Restructuring, Springer, vol. 56(6), pages 4713-4744, December.
    16. Tom Broekel, 2015. "Do Cooperative Research and Development (R&D) Subsidies Stimulate Regional Innovation Efficiency? Evidence from Germany," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1087-1110, July.
    17. Namazi, Mehdi & Mohammadi, Emran, 2018. "Natural resource dependence and economic growth: A TOPSIS/DEA analysis of innovation efficiency," Resources Policy, Elsevier, vol. 59(C), pages 544-552.
    18. Miao, Cheng-lin & Duan, Meng-meng & Zuo, Yang & Wu, Xin-yu, 2021. "Spatial heterogeneity and evolution trend of regional green innovation efficiency--an empirical study based on panel data of industrial enterprises in China's provinces," Energy Policy, Elsevier, vol. 156(C).
    19. Carlsson, Bo, 2004. "The Digital Economy: what is new and what is not?," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 245-264, September.
    20. Francisco Queiró, 2022. "Entrepreneurial Human Capital and Firm Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(4), pages 2061-2100.
    21. Goto, Akira & Suzuki, Kazuyuki, 1989. "R&D Capital, Rate of Return on R&D Investment and Spillover of R&D in Japanese Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 555-564, November.
    22. Chen, Yongmin & Jiang, Haiwei & Liang, Yousha & Pan, Shiyuan, 2022. "The impact of foreign direct investment on innovation: Evidence from patent filings and citations in China," Journal of Comparative Economics, Elsevier, vol. 50(4), pages 917-945.
    23. Gereffi, Gary, 1999. "International trade and industrial upgrading in the apparel commodity chain," Journal of International Economics, Elsevier, vol. 48(1), pages 37-70, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fan, Xiaomin & Xu, Yingzhi, 2023. "Does high-speed railway promote urban innovation? Evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
    2. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    3. Mingting Kou & Yi Zhang & Yu Zhang & Kaihua Chen & Jiancheng Guan & Senmao Xia, 2020. "Does gender structure influence R&D efficiency? A regional perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 477-501, January.
    4. Paulo B. Brito, 2022. "The dynamics of growth and distribution in a spatially heterogeneous world," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 311-350, September.
    5. Jaime Alonso-Carrera & Jordi Caballé & Xavier Raurich, 2011. "Sectoral composition and macroeconomic dynamics," UFAE and IAE Working Papers 869.11, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    6. Cristian Barra & Nazzareno Ruggiero, 2022. "On the impact of knowledge and institutional spillovers on RIS efficiency. Evidence from Italian regional level," Growth and Change, Wiley Blackwell, vol. 53(2), pages 702-752, June.
    7. Yunfang Hu & Murray Kemp & Koji Shimomura, 2009. "A two-country dynamic Heckscher–Ohlin model with physical and human capital accumulation," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 41(1), pages 67-84, October.
    8. Seungil Yum, 2019. "The interaction between knowledge-intensive business services and urban economy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(1), pages 53-83, August.
    9. Bibhudutta Panda, 2017. "Schooling and productivity growth: evidence from a dual growth accounting application to U.S. states," Journal of Productivity Analysis, Springer, vol. 48(2), pages 193-221, December.
    10. Ben Fine, 1998. "Endogenous Growth Theory: A Critical Assessment," Working Papers 80, Department of Economics, SOAS University of London, UK.
    11. Alonso-Carrera, Jaime & Raurich, Xavier, 2010. "Growth, sectoral composition, and the evolution of income levels," Journal of Economic Dynamics and Control, Elsevier, vol. 34(12), pages 2440-2460, December.
    12. Orlando Gomes, 2010. "Endogenous Growth, Price Stability And Market Disequilibria," Metroeconomica, Wiley Blackwell, vol. 61(1), pages 3-34, February.
    13. Massimiliano Ferraresi & Umberto Galmarini & Leonzio Rizzo, 2014. "Local Infrastructures and Externalities: Does the Size Matter?," Working papers 14, Società Italiana di Economia Pubblica.
    14. Sami Chaabouni & Mounir Ben Mbarek, 2024. "What Will Be the Impact of the COVID-19 Pandemic on the Human Capital and Economic Growth? Evidence from Eurozone," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2482-2498, March.
    15. Nguyen-Anh, Tuan & Hoang-Duc, Chinh & Tiet, Tuyen & Nguyen-Van, Phu & To-The, Nguyen, 2022. "Composite effects of human, natural and social capitals on sustainable food-crop farming in Sub-Saharan Africa," Food Policy, Elsevier, vol. 113(C).
    16. Manuel Gómez & Antonio Escalona & J. Seijas, 2004. "Optimal fiscal policy in the Uzawa-Lucas model with CES production," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 10(3), pages 202-214, October.
    17. Hu, Yunfang & Mino, Kazuo, 2004. "Fiscal Policy, Home Production and Growth Dynamics," MPRA Paper 17017, University Library of Munich, Germany.
    18. Sivropoulos-Valero, Anna Valero, 2021. "Education and management practices," LSE Research Online Documents on Economics 114436, London School of Economics and Political Science, LSE Library.
    19. Eric A. Hanushek & Jens Ruhose & Ludger Woessmann, 2015. "Human Capital Quality and Aggregate Income Differences: Development Accounting for U.S. States," CESifo Working Paper Series 5411, CESifo.
    20. Hu, Yunfang & Ohdoi, Ryoji & Shimomura, Koji, 2008. "Indeterminacy in a two-sector endogenous growth model with productive government spending," Journal of Macroeconomics, Elsevier, vol. 30(3), pages 1104-1123, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finana:v:96:y:2024:i:pb:s1057521924006938. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620166 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.