IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0169473.html
   My bibliography  Save this article

How Does the Concentration of Determinants Affect Industrial Innovation Performance? – An Empirical Analysis of 23 Chinese Industrial Sectors

Author

Listed:
  • Shansong Huang
  • Yang Bai
  • Qingmei Tan

Abstract

The agglomeration of innovation determinants has a significant influence on the innovation performance of industries and enterprises. Such an effect has received less attention in empirical research studies. This study involves a survey of the agglomeration effect of two important innovation determinants, R&D investment and R&D personnel, and its influence on innovation performance from the perspective of the industrial level. We analysed the agglomeration features based on the panel data of 23 Chinese industrial sectors from 2001~2013. An interpretation model is proposed to examine the agglomeration effect on innovation performance for 4 industrial groups: state-owned enterprises, individual enterprises, foreign-owned enterprises and enterprises as a whole. We found two main results. First, the agglomeration of determinants has a clear positive effect on the innovation performance of all 4 groups but affects individual enterprises more significantly, followed by state-owned and foreign-owned enterprises. Second, the state-owned enterprises show a much higher concentration of R&D investment and R&D personnel than other groups. However, the induced innovation efficiency in the state-owned enterprises is worse than in the individual enterprises. The advantage of resources and capital does not translate into corresponding innovation output. The privately owned small and medium-sized enterprises (SMEs) show a high capability of technological innovation and mercerization but have limited innovation resources.

Suggested Citation

  • Shansong Huang & Yang Bai & Qingmei Tan, 2017. "How Does the Concentration of Determinants Affect Industrial Innovation Performance? – An Empirical Analysis of 23 Chinese Industrial Sectors," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-15, January.
  • Handle: RePEc:plo:pone00:0169473
    DOI: 10.1371/journal.pone.0169473
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0169473
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0169473&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0169473?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
    ---><---

    References listed on IDEAS

    as
    1. Autant-Bernard, Corinne & Fadairo, Muriel & Massard, Nadine, 2013. "Knowledge diffusion and innovation policies within the European regions: Challenges based on recent empirical evidence," Research Policy, Elsevier, vol. 42(1), pages 196-210.
    2. Damijan, Joze P. & Knell, Mark & Majcen, Boris & Rojec, Matija, 2003. "The role of FDI, R&D accumulation and trade in transferring technology to transition countries: evidence from firm panel data for eight transition countries," Economic Systems, Elsevier, vol. 27(2), pages 189-204, June.
    3. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    4. Jing Zhang & Charles Baden-Fuller & Vincent Mangematin, 2007. "Technological Knowledge Base, R&D Organization Structure and Alliance Formation: Evidence from the Biopharmaceutical Industry," Post-Print hal-00424512, HAL.
    5. Falvey, Rod & Foster, Neil & Greenaway, David, 2004. "Imports, exports, knowledge spillovers and growth," Economics Letters, Elsevier, vol. 85(2), pages 209-213, November.
    6. Kafouros, Mario I. & Buckley, Peter J., 2008. "Under what conditions do firms benefit from the research efforts of other organizations?," Research Policy, Elsevier, vol. 37(2), pages 225-239, March.
    7. Patricia M. Danzon & Andrew Epstein & Sean Nicholson, 2007. "Mergers and acquisitions in the pharmaceutical and biotech industries," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(4-5), pages 307-328.
    8. Liu, Zhiqiang, 2008. "Foreign direct investment and technology spillovers: Theory and evidence," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 176-193, February.
    9. Luís M A Bettencourt & Jessika E Trancik & Jasleen Kaur, 2013. "Determinants of the Pace of Global Innovation in Energy Technologies," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-6, October.
    10. Hemmert, Martin, 2004. "The influence of institutional factors on the technology acquisition performance of high-tech firms: survey results from Germany and Japan," Research Policy, Elsevier, vol. 33(6-7), pages 1019-1039, September.
    11. David R. King & Dan R. Dalton & Catherine M. Daily & Jeffrey G. Covin, 2004. "Meta‐analyses of post‐acquisition performance: indications of unidentified moderators," Strategic Management Journal, Wiley Blackwell, vol. 25(2), pages 187-200, February.
    12. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    13. Zhang, Jing & Baden-Fuller, Charles & Mangematin, Vincent, 2007. "Technological knowledge base, R&D organization structure and alliance formation: Evidence from the biopharmaceutical industry," Research Policy, Elsevier, vol. 36(4), pages 515-528, May.
    14. Toby E. Stuart, 2000. "Interorganizational alliances and the performance of firms: a study of growth and innovation rates in a high‐technology industry," Strategic Management Journal, Wiley Blackwell, vol. 21(8), pages 791-811, August.
    15. Berchicci, Luca, 2013. "Towards an open R&D system: Internal R&D investment, external knowledge acquisition and innovative performance," Research Policy, Elsevier, vol. 42(1), pages 117-127.
    16. Tong Yang & Ruyin Long & Wenbo Li & Saif UR Rehman, 2016. "Innovative Application of the Public–Private Partnership Model to the Electric Vehicle Charging Infrastructure in China," Sustainability, MDPI, vol. 8(8), pages 1-18, August.
    17. Storey, D. J. & Tether, B. S., 1998. "Public policy measures to support new technology-based firms in the European Union," Research Policy, Elsevier, vol. 26(9), pages 1037-1057, April.
    18. Guan, JianCheng & Yam, Richard C.M., 2015. "Effects of government financial incentives on firms’ innovation performance in China: Evidences from Beijing in the 1990s," Research Policy, Elsevier, vol. 44(1), pages 273-282.
    19. Hall, Bronwyn & Van Reenen, John, 2000. "How effective are fiscal incentives for R&D? A review of the evidence," Research Policy, Elsevier, vol. 29(4-5), pages 449-469, April.
    20. Peter J Buckley & Jeremy Clegg & Chengqi Wang, 2007. "Is the relationship between inward FDI and spillover effects linear? An empirical examination of the case of China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(3), pages 447-459, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhujia Yin & Lijuan Liu & Haidong Wang & Fengming Wen, 2018. "Study on the ownership balance and the efficiency of mixed ownership enterprises from the perspective of heterogeneous shareholders," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-15, April.
    2. Haihua Liu & Peng Wang & Zejun Li, 2021. "Is There Any Difference in the Impact of Digital Transformation on the Quantity and Efficiency of Enterprise Technological Innovation? Taking China’s Agricultural Listed Companies as an Example," Sustainability, MDPI, vol. 13(23), pages 1-19, November.
    3. Fenfen Wei & Nanping Feng & Kevin H. Zhang, 2017. "Innovation Capability and Innovation Talents: Evidence from China Based on a Quantile Regression Approach," Sustainability, MDPI, vol. 9(7), pages 1-15, July.
    4. Mingwen Chen & RongJia Chen & Shiyong Zheng & Biqing Li, 2023. "Green Investment, Technological Progress, and Green Industrial Development: Implications for Sustainable Development," Sustainability, MDPI, vol. 15(4), pages 1-12, February.

    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. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    2. Wang, Chengqi & Kafouros, Mario I., 2009. "What factors determine innovation performance in emerging economies? Evidence from China," International Business Review, Elsevier, vol. 18(6), pages 606-616, December.
    3. Beck, Mathias & Junge, Martin & Kaiser, Ulrich, 2017. "Public Funding and Corporate Innovation," IZA Discussion Papers 11196, Institute of Labor Economics (IZA).
    4. Russo, Angeloantonio & Vurro, Clodia & Nag, Rajiv, 2019. "To have or to be? The interplay between knowledge structure and market identity in knowledge-based alliance formation," Research Policy, Elsevier, vol. 48(3), pages 571-583.
    5. Ogink, Ruben H.A.J. & Goossen, Martin C. & Romme, A. Georges L. & Akkermans, Henk, 2023. "Mechanisms in open innovation: A review and synthesis of the literature," Technovation, Elsevier, vol. 119(C).
    6. William Sheng Liu & Frank Wogbe Agbola & Janet Ama Dzator, 2016. "The impact of FDI spillover effects on total factor productivity in the Chinese electronic industry: a panel data analysis," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 21(2), pages 217-234, April.
    7. Ziliang Deng & Rod Falvey & Adam Blake, 2013. "Quantifying Foreign Direct Investment Productivity Spillovers in China: A Computable General Equilibrium Model," Asian Economic Journal, East Asian Economic Association, vol. 27(4), pages 369-389, December.
    8. Adam Blake & Ziliang Deng & Rod Falvey, 2009. "How does the productivity of foreign direct investment spill over to local firms in Chinese manufacturing?," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 7(2), pages 183-197.
    9. Klaus E Meyer & Evis Sinani, 2009. "When and where does foreign direct investment generate positive spillovers? A meta-analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1075-1094, September.
    10. Voss, Philipp S.R., 2022. "Innovation Performance in Healthcare M&A: An Empirical Analysis," Junior Management Science (JUMS), Junior Management Science e. V., vol. 7(4), pages 1164-1192.
    11. V. Pradeep & Mita Bhattacharya & Jong-Rong Chen, 2017. "Spillover Effects of Research and Development, Exports and Foreign Investment on Productivity," Journal of South Asian Development, , vol. 12(1), pages 18-41, April.
    12. Dominique Guellec & Bruno Van Pottelsberghe De La Potterie, 2003. "The impact of public R&D expenditure on business R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 225-243.
    13. Teixeira, Aurora A.C. & Tavares-Lehmann, Ana Teresa, 2014. "Human capital intensity in technology-based firms located in Portugal: Does foreign ownership matter?," Research Policy, Elsevier, vol. 43(4), pages 737-748.
    14. Tuomas Takalo, 2012. "Rationales and Instruments for Public Innovation Policies," Journal of Reviews on Global Economics, Lifescience Global, vol. 1, pages 157-167.
    15. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    16. Stavins, Robert & Jaffe, Adam & Newell, Richard, 2000. "Technological Change and the Environment," Working Paper Series rwp00-002, Harvard University, John F. Kennedy School of Government.
    17. Ramstetter, Eric D. & Narjoko, Dionisius, 2013. "Foreign Ownership, State Ownership and Energy Efficiency in Indonesia's Private Manufacturing Plants," AGI Working Paper Series 2013-17, Asian Growth Research Institute.
    18. Simachev, Yuri & Kuzyk, Mikhail & Ivanov, Denis, 2012. "Fostering innovation in Russian companies in the post-crisis period: Opportunities and constraints," MPRA Paper 41284, University Library of Munich, Germany.
    19. Wang, Chengqi & Hong, Junjie & Kafouros, Mario & Boateng, Agyenim, 2012. "What drives outward FDI of Chinese firms? Testing the explanatory power of three theoretical frameworks," International Business Review, Elsevier, vol. 21(3), pages 425-438.
    20. Dimos, Christos & Pugh, Geoff & Hisarciklilar, Mehtap & Talam, Ema & Jackson, Ian, 2022. "The relative effectiveness of R&D tax credits and R&D subsidies: A comparative meta-regression analysis," Technovation, Elsevier, vol. 115(C).

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0169473. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.