IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v139y2022icp303-311.html
   My bibliography  Save this article

Digital economy: An innovation driver for total factor productivity

Author

Listed:
  • Pan, Wenrong
  • Xie, Tao
  • Wang, Zhuwang
  • Ma, Lisha

Abstract

This study applied the pooled regression to examine the innovation-driven effects of digital economy on total factor productivity (TFP) in China based on the data including the provincial TFP calculated by the dual approach and the digital economy index proposed by the principal component analysis in this paper. The results show that the digital economy index has a positively nonlinear relationship with provincial TFP, and it demonstrates the digital economy acts as an innovation driver for the extensive and sustainable development of TFP. Nevertheless, there is a regional diversity that digital integration in eastern China accelerates the high-quality TFP growth, while they are relatively inferior in the central and western regions. The results provide valuable reference resources for the departments concerned to cross the regional barriers existing in technological information, launch a cooperative program, and construct a decentralised infrastructure.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:jbrese:v:139:y:2022:i:c:p:303-311
    DOI: 10.1016/j.jbusres.2021.09.061
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296321007128
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbusres.2021.09.061?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. Jones Charles I., 2001. "Was an Industrial Revolution Inevitable? Economic Growth Over the Very Long Run," The B.E. Journal of Macroeconomics, De Gruyter, vol. 1(2), pages 1-45, August.
    2. Patrick Minford & David Peel, 2007. "On the Equality of Real Interest Rates Across Borders in Integrated Capital Markets," Open Economies Review, Springer, vol. 18(1), pages 119-125, February.
    3. Claudia Manca & Mercedes Grijalvo & Miguel Palacios & Matti Kaulio, 2018. "Collaborative workplaces for innovation in service companies: barriers and enablers for supporting new ways of working," Service Business, Springer;Pan-Pacific Business Association, vol. 12(3), pages 525-550, September.
    4. Lee, Chia-Hao & Chou, Pei-I, 2018. "Financial openness and market liquidity in emerging markets," Finance Research Letters, Elsevier, vol. 25(C), pages 124-130.
    5. Carolyn Shaw Solo, 1951. "Innovation in the Capitalist Process: A Critique of the Schumpeterian Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 65(3), pages 417-428.
    6. Canh, Nguyen Phuc & Thanh, Su Dinh, 2020. "Financial development and the shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 37-54.
    7. Santamara, Llus & Nieto, Mara Jess & Barge-Gil, Andrs, 2009. "Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 507-517, April.
    8. Sunran Jeon & So Park & L. Digman, 2008. "Strategic implications of the open-market paradigm under digital convergence: the case of small business C2C," Service Business, Springer;Pan-Pacific Business Association, vol. 2(4), pages 321-334, November.
    9. Hauknes, Johan & Knell, Mark, 2009. "Embodied knowledge and sectoral linkages: An input-output approach to the interaction of high- and low-tech industries," Research Policy, Elsevier, vol. 38(3), pages 459-469, April.
    10. Philip Arestis & Georgios Chortareas, 2007. "Natural equilibrium real interest rate estimates and monetary policy design," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 29(4), pages 621-643.
    11. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    12. Loren Brandt & Eric Thun, 2011. "Going mobile in China: shifting value chains and upgrading in the mobile telecom sector," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 4(1/2/3), pages 148-180.
    13. Burda, Michael C. & Severgnini, Battista, 2014. "Solow residuals without capital stocks," Journal of Development Economics, Elsevier, vol. 109(C), pages 154-171.
    14. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    15. Zhenlong Miao, 2021. "Digital economy value chain: concept, model structure, and mechanism," Applied Economics, Taylor & Francis Journals, vol. 53(37), pages 4342-4357, August.
    16. Brandt, Loren & Thun, Eric, 2016. "Constructing a Ladder for Growth: Policy, Markets, and Industrial Upgrading in China," World Development, Elsevier, vol. 80(C), pages 78-95.
    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. Brautzsch, Hans-Ulrich & Günther, Jutta & Loose, Brigitte & Ludwig, Udo & Nulsch, Nicole, 2015. "Can R&D subsidies counteract the economic crisis? – Macroeconomic effects in Germany," Research Policy, Elsevier, vol. 44(3), pages 623-633.
    2. Rongrong Xu & Yongxiang Wu & Ming Chen & Xuan Zhang & Wei Wu & Long Tan & Gaoxu Wang & Yi Xu & Bing Yan & Yuedong Xia, 2019. "Calculation of the contribution rate of China’s hydraulic science and technology based on a feedforward neural network," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-22, September.
    3. Andreas Panagopoulos, 2004. "When Does Patent Protection Stimulate Innovation?," Bristol Economics Discussion Papers 04/565, School of Economics, University of Bristol, UK.
    4. Michael Bar & Oksana Leukhina, 2010. "The role of mortality in the transmission of knowledge," Journal of Economic Growth, Springer, vol. 15(4), pages 291-321, December.
    5. Strulik, Holger & Werner, Katharina, 2014. "Elite education, mass education, and the transition to modern growth," University of Göttingen Working Papers in Economics 205, University of Goettingen, Department of Economics.
    6. Boyan Jovanovic & Sai Ma, 2023. "Growth through learning," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 50, pages 211-234, October.
    7. David de la Croix & Matthias Doepke & Joel Mokyr, 2018. "Clans, Guilds, and Markets: Apprenticeship Institutions and Growth in the Preindustrial Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 1-70.
    8. Sunde, Uwe & Cervellati, Matteo, 2007. "Human Capital, Mortality and Fertility: A Unified Theory of the Economic and Demographic Transition," CEPR Discussion Papers 6384, C.E.P.R. Discussion Papers.
    9. Nathalie Taverdet-Popiolek, 2022. "Economic Footprint of a Large French Research and Technology Organisation in Europe: Deciphering a Simplified Model and Appraising the Results," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 44-69, March.
    10. Gancia, Gino & Zilibotti, Fabrizio, 2005. "Horizontal Innovation in the Theory of Growth and Development," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 3, pages 111-170, Elsevier.
    11. Chu, Angus C. & Furukawa, Yuichi & Wang, Xilin, 2022. "Rent-seeking government and endogenous takeoff in a Schumpeterian economy," Journal of Macroeconomics, Elsevier, vol. 72(C).
    12. Montresor, Sandro & Vezzani, Antonio, 2015. "The production function of top R&D investors: Accounting for size and sector heterogeneity with quantile estimations," Research Policy, Elsevier, vol. 44(2), pages 381-393.
    13. Tamura, Robert, 2002. "Human capital and the switch from agriculture to industry," Journal of Economic Dynamics and Control, Elsevier, vol. 27(2), pages 207-242, December.
    14. Xiuying Ma & Fei Jia & Hong Jiang & Xiangyun Xu, 2022. "The Impact of Non-R&D Intangible Capital on TFP Growth: Evidence from Multi-country Industry Level Data," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 2890-2910, December.
    15. Milo Bianchi & Magnus Henrekson, 2005. "Is Neoclassical Economics still Entrepreneurless?," Kyklos, Wiley Blackwell, vol. 58(3), pages 353-377, July.
    16. Strulik, Holger & Prettner, Klaus & Prskawetz, Alexia, 2010. "R\&D-based Growth in the Post-modern Era," Hannover Economic Papers (HEP) dp-457, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    17. Muhammad Nouman & Mohammad Sohail Yunis & Muhammad Atiq & Owais Mufti & Abdul Qadus, 2022. "‘The Forgotten Sector’: An Integrative Framework for Future Research on Low- and Medium-Technology Innovation," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
    18. Piotr Dzikowski, 2022. "Product and process innovation patterns in Polish low and high technology systems," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 17(3), pages 747-773, September.
    19. Olsson, Ola & Hibbs, Douglas Jr., 2005. "Biogeography and long-run economic development," European Economic Review, Elsevier, vol. 49(4), pages 909-938, May.
    20. Klenow, Peter J. & Rodriguez-Clare, Andres, 2005. "Externalities and Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 11, pages 817-861, Elsevier.

    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:jbrese:v:139:y:2022:i:c:p:303-311. 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/jbusres .

    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.