IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v110y2016icp13-20.html
   My bibliography  Save this article

The more interactions the better? The moderating effect of the interaction between local producers and users of knowledge on the relationship between R&D investment and regional innovation systems

Author

Listed:
  • Jiao, Hao
  • Zhou, Jianghua
  • Gao, Taishan
  • Liu, Xielin

Abstract

Under the fierce pressures of the rapidly changing environments, regional innovation systems are important in regional economy and national competitiveness. This study examines how R&D Investment from firms, universities and research institutes (Core component of Triple Helix Innovation) helps build regional innovation systems and its contingencies in China's emerging economy. A panel dataset from thirty provincial level regions in China from 2002 to 2011 indicates R&D investment from firms, universities and research institutes is an important driver of regional innovation systems. The effectiveness of R&D Investment is contingent on the interaction between local producers and users of knowledge. When the interaction between local producers and users of knowledge becomes increasingly active, R&D investment from firms, universities and research institutes has a stronger effect on the building of regional innovation system. Moreover, the interaction between local producers and users of knowledge has an inverted U-shaped relationship with the building of regional innovation systems.

Suggested Citation

  • Jiao, Hao & Zhou, Jianghua & Gao, Taishan & Liu, Xielin, 2016. "The more interactions the better? The moderating effect of the interaction between local producers and users of knowledge on the relationship between R&D investment and regional innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 13-20.
    • Handle: RePEc:eee:tefoso:v:110:y:2016:i:c:p:13-20
    DOI: 10.1016/j.techfore.2016.03.025
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162516300142
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2016.03.025?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. P Cooke & M G Uranga & G Etxebarria, 1998. "Regional Systems of Innovation: An Evolutionary Perspective," Environment and Planning A, , vol. 30(9), pages 1563-1584, September.
    2. Ren, Shengce & Eisingerich, Andreas B. & Tsai, Huei-Ting, 2015. "How do marketing, research and development capabilities, and degree of internationalization synergistically affect the innovation performance of small and medium-sized enterprises (SMEs)? A panel data," International Business Review, Elsevier, vol. 24(4), pages 642-651.
    3. repec:fth:harver:1473 is not listed on IDEAS
    4. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    5. Javier Revilla Diez, 2000. "The Importance of Public Research Institutes in Innovative Networks-Empirical Results from the Metropolitan Innovation Systems Barcelona, Stockholm and Vienna," European Planning Studies, Taylor & Francis Journals, vol. 8(4), pages 451-463, August.
    6. Buesa, Mikel & Heijs, Joost & Baumert, Thomas, 2010. "The determinants of regional innovation in Europe: A combined factorial and regression knowledge production function approach," Research Policy, Elsevier, vol. 39(6), pages 722-735, July.
    7. Li, Xibao, 2012. "Behind the recent surge of Chinese patenting: An institutional view," Research Policy, Elsevier, vol. 41(1), pages 236-249.
    8. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Oxford University Press, vol. 19(1), pages 5-24, February.
    9. Li, Jun, 2009. "Scaling up concentrating solar thermal technology in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(8), pages 2051-2060, October.
    10. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    11. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    12. Gordon Dabinett & Tony Gore, 2001. "Institutional Influences on EU Funded Regional Technology Development in the UK: A Study of the Yorkshire and East London Regions in the 1990s," European Planning Studies, Taylor & Francis Journals, vol. 9(8), pages 995-1010, December.
    13. Hu, Mei-Chih & Mathews, John A., 2005. "National innovative capacity in East Asia," Research Policy, Elsevier, vol. 34(9), pages 1322-1349, November.
    14. Chung Joo Chung & Han Woo Park, 2014. "Mapping Triple Helix innovation in developing and transitional economies: webometrics, scientometrics, and informetrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 1-4, April.
    15. Éric Archambault, 2002. "Methods for using patents in cross-country comparisons," Scientometrics, Springer;Akadémiai Kiadó, vol. 54(1), pages 15-30, April.
    16. Zhang, Gupeng & Lv, Xiaofeng & Zhou, Jianghua, 2014. "Private value of patent right and patent infringement: An empirical study based on patent renewal data of China," China Economic Review, Elsevier, vol. 28(C), pages 37-54.
    17. Ivanova, Inga A. & Leydesdorff, Loet, 2014. "Rotational symmetry and the transformation of innovation systems in a Triple Helix of university–industry–government relations," Technological Forecasting and Social Change, Elsevier, vol. 86(C), pages 143-156.
    18. Asheim, Bjørn & Coenen, Lars & Moodysson, Jerker & Vang, Jan, 2005. "Regional Innovation System Policy: a Knowledge-based Approach," Papers in Innovation Studies 2005/13, Lund University, CIRCLE - Centre for Innovation Research.
    19. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    20. Cooke, Philip, 2002. "Regional Innovation Systems: General Findings and Some New Evidence from Biotechnology Clusters," The Journal of Technology Transfer, Springer, vol. 27(1), pages 133-145, January.
    21. Jungwon Yoon, 2015. "The evolution of South Korea’s innovation system: moving towards the triple helix model?," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(1), pages 265-293, July.
    22. Alice H. Amsden & Wan-wen Chu, 2003. "Beyond Late Development: Taiwan's Upgrading Policies," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011980, December.
    23. Liu, Xielin & White, Steven, 2001. "Comparing innovation systems: a framework and application to China's transitional context," Research Policy, Elsevier, vol. 30(7), pages 1091-1114, August.
    24. Javier Revilla DIEZ, 2002. "Metropolitan Innovation Systems: A Comparison between Barcelona, Stockholm, and Vienna," International Regional Science Review, , vol. 25(1), pages 63-85, January.
    25. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    26. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    27. Bengt-ake Lundvall & Bjorn Johnson, 1994. "The Learning Economy," Industry and Innovation, Taylor & Francis Journals, vol. 1(2), pages 23-42.
    28. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    29. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    30. Loet Leydesdorff & Henry Etzkowitz, 1998. "The Triple Helix as a model for innovation studies," Science and Public Policy, Oxford University Press, vol. 25(3), pages 195-203, June.
    31. Strand, Øivind & Leydesdorff, Loet, 2013. "Where is synergy indicated in the Norwegian innovation system? Triple-Helix relations among technology, organization, and geography," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 471-484.
    32. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    33. Gohar Feroz Khan & Han Woo Park, 2012. "Editorial: Triple Helix and innovation in Asia using scientometrics, webometrics, and informetrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 1-7, January.
    34. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-1171, September.
    35. Roper, Stephen & Hewitt-Dundas, Nola, 2015. "Knowledge stocks, knowledge flows and innovation: Evidence from matched patents and innovation panel data," Research Policy, Elsevier, vol. 44(7), pages 1327-1340.
    36. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    37. Loet Leydesdorff & Ping Zhou, 2014. "Measuring the knowledge-based economy of China in terms of synergy among technological, organizational, and geographic attributes of firms," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(3), pages 1703-1719, March.
    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. Paola Rucker Schaeffer & Bruno Fischer & Sergio Queiroz, 2018. "Beyond Education: The Role of Research Universities in Innovation Ecosystems," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 12(2), pages 50-61.
    2. Yi Ji & Hechang Cai & Zilong Wang, 2023. "Impact of Industrial Synergy on the Efficiency of Innovation Resource Allocation: Evidence from Chinese Metropolitan Areas," Land, MDPI, vol. 12(1), pages 1-16, January.
    3. De Noni, Ivan & Ganzaroli, Andrea & Orsi, Luigi, 2017. "The impact of intra- and inter-regional knowledge collaboration and technological variety on the knowledge productivity of European regions," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 108-118.
    4. Fei Li & Jin Chen & Ying Ying, 2019. "Innovation Search Scope, Technological Complexity, and Environmental Turbulence: A N-K Simulation," Sustainability, MDPI, vol. 11(16), pages 1-12, August.
    5. Schaeffer, Paola Rücker & Guerrero, Maribel & Fischer, Bruno Brandão, 2021. "Mutualism in ecosystems of innovation and entrepreneurship: A bidirectional perspective on universities’ linkages," Journal of Business Research, Elsevier, vol. 134(C), pages 184-197.
    6. Tao Zhuang & Shuliang Zhao & Mingliang Zheng & Jianxun Chu, 2021. "Triple helix relationship research on China's regional university–industry–government collaborative innovation: Based on provincial patent data," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1361-1386, September.
    7. Hans Pohl, 2021. "Internationalisation, innovation, and academic–corporate co-publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1329-1358, February.
    8. Hongxia Zhang & Zixuan Sun & Ehsan Elahi & Yuge Zhang, 2021. "Internet Development, Level of Industrial Synergy, and Urban Innovation," Sustainability, MDPI, vol. 13(22), pages 1-12, November.
    9. Elia, A. & Kamidelivand, M. & Rogan, F. & Ó Gallachóir, B., 2021. "Impacts of innovation on renewable energy technology cost reductions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    10. Jose-Maria Garcia-Alvarez-Coque & Norat Roig-Tierno & Mercedes Sanchez-Garcia & Francisco Mas-Verdu, 2021. "Knowledge Drivers, Business Collaboration and Competitiveness in Rural and Urban Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 9-27, August.
    11. Gao, Kang & Yuan, Yijun, 2022. "Government intervention, spillover effect and urban innovation performance: Empirical evidence from national innovative city pilot policy in China," Technology in Society, Elsevier, vol. 70(C).
    12. Magdalena M. Stuss & Zbigniew J. Makieła & Izabela Stańczyk, 2020. "Role of Competences of Graduates in Building Innovations via Knowledge Transfer in the Part of Carpathian Euroregion," Sustainability, MDPI, vol. 12(24), pages 1-21, December.
    13. Hauser, Christoph & Siller, Matthias & Schatzer, Thomas & Walde, Janette & Tappeiner, Gottfried, 2018. "Measuring regional innovation: A critical inspection of the ability of single indicators to shape technological change," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 43-55.
    14. Gao, Yuchen & Hu, Yimei & Liu, Xielin & Zhang, Huanren, 2021. "Can public R&D subsidy facilitate firms’ exploratory innovation? The heterogeneous effects between central and local subsidy programs," Research Policy, Elsevier, vol. 50(4).
    15. Jianghua Zhou & Zixu Liu & Jizhen Li & Gupeng Zhang, 2021. "Foreign equity, exporting and firm innovation: an emerging market perspective," The Journal of Technology Transfer, Springer, vol. 46(3), pages 606-628, June.
    16. Kai Xu & Bart Bossink & Qiang Chen, 2019. "Efficiency Evaluation of Regional Sustainable Innovation in China: A Slack-Based Measure (SBM) Model with Undesirable Outputs," Sustainability, MDPI, vol. 12(1), pages 1-21, December.
    17. Zhou, Jianghua & Li, Jizhen & Jiao, Hao & Qiu, Hang & Liu, Zixu, 2020. "The more funding the better? The moderating role of knowledge stock on the effects of different government-funded research projects on firm innovation in Chinese cultural and creative industries," Technovation, Elsevier, vol. 92.
    18. Nam, Hyun-Jung & An, Yohan, 2017. "Patent, R&D and internationalization for Korean healthcare industry," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 131-137.
    19. Abubakar, Yazid Abdullahi & Hand, Chris & Smallbone, David & Saridakis, George, 2019. "What specific modes of internationalization influence SME innovation in Sub-Saharan least developed countries (LDCs)?," Technovation, Elsevier, vol. 79(C), pages 56-70.
    20. Pedro Borges & Mário Franco & Amélia Carvalho & Carlos Machado dos Santos & Margarida Rodrigues & Galvão Meirinhos & Rui Silva, 2022. "University-Industry Cooperation: A Peer-Reviewed Bibliometric Analysis," Economies, MDPI, vol. 10(10), pages 1-23, October.

    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. Rakas, Marija & Hain, Daniel S., 2019. "The state of innovation system research: What happens beneath the surface?," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    2. Paola Rucker Schaeffer & Bruno Fischer & Sergio Queiroz, 2018. "Beyond Education: The Role of Research Universities in Innovation Ecosystems," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 12(2), pages 50-61.
    3. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    4. Zhao, S.L. & Cacciolatti, L. & Lee, S.H. & Song, W., 2015. "Regional collaborations and indigenous innovation capabilities in China: A multivariate method for the analysis of regional innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 202-220.
    5. Ying Zhou & Sukanlaya Sawang & Xiaohua Yang, 2016. "Understanding The Regional Innovation Capacity In China After Economic Reforms," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(06), pages 1-36, August.
    6. Proksch, Dorian & Haberstroh, Marcus Max & Pinkwart, Andreas, 2017. "Increasing the national innovative capacity: Identifying the pathways to success using a comparative method," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 256-270.
    7. Burhan, Muqbil & Singh, Anil K. & Jain, Sudhir K., 2017. "Patents as proxy for measuring innovations: A case of changing patent filing behavior in Indian public funded research organizations," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 181-190.
    8. Qiu, Shumin & Liu, Xielin & Gao, Taishan, 2017. "Do emerging countries prefer local knowledge or distant knowledge? Spillover effect of university collaborations on local firms," Research Policy, Elsevier, vol. 46(7), pages 1299-1311.
    9. Reza Naghizadeh & Shaban Elahi & Manoochehr Manteghi & Sepehr Ghazinoory & Marina Ranga, 2015. "Through the magnifying glass: an analysis of regional innovation models based on co-word and meta-synthesis methods," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(6), pages 2481-2505, November.
    10. Øivind Strand & Inga Ivanova & Loet Leydesdorff, 2017. "Decomposing the Triple-Helix synergy into the regional innovation systems of Norway: firm data and patent networks," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(3), pages 963-988, May.
    11. Chen, Kaihua & Guan, Jiancheng, 2011. "Mapping the functionality of China's regional innovation systems: A structural approach," China Economic Review, Elsevier, vol. 22(1), pages 11-27, March.
    12. Shi, Xing & Wu, Yanrui & Fu, Dahai, 2020. "Does University-Industry collaboration improve innovation efficiency? Evidence from Chinese Firms⋄," Economic Modelling, Elsevier, vol. 86(C), pages 39-53.
    13. Wang, Yuandi & Sutherland, Dylan & Ning, Lutao & Pan, Xin, 2015. "The evolving nature of China's regional innovation systems: Insights from an exploration–exploitation approach," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 140-152.
    14. Yao, Li & Li, Jun & Li, Jian, 2020. "Urban innovation and intercity patent collaboration: A network analysis of China’s national innovation system," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    15. Klein, Malte & Sauer, Andreas, 2016. "Celebrating 30 years of innovation system research: What you need to know about innovation systems," Hohenheim Discussion Papers in Business, Economics and Social Sciences 17-2016, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    16. Jianghua Zhou & Rui Wu & Jizhen Li, 2019. "More ties the merrier? Different social ties and firm innovation performance," Asia Pacific Journal of Management, Springer, vol. 36(2), pages 445-471, June.
    17. Dziallas, Marisa & Blind, Knut, 2019. "Innovation indicators throughout the innovation process: An extensive literature analysis," Technovation, Elsevier, vol. 80, pages 3-29.
    18. Hamidi, Shima & Zandiatashbar, Ahoura & Bonakdar, Ahmad, 2019. "The relationship between regional compactness and regional innovation capacity (RIC): Empirical evidence from a national study," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 394-402.
    19. Christian Fisch & Tobias Hassel & Philipp Sandner & Joern Block, 2015. "University patenting: a comparison of 300 leading universities worldwide," The Journal of Technology Transfer, Springer, vol. 40(2), pages 318-345, April.
    20. Li, Xibao, 2011. "Sources of External Technology, Absorptive Capacity, and Innovation Capability in Chinese State-Owned High-Tech Enterprises," World Development, Elsevier, vol. 39(7), pages 1240-1248, July.

    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:tefoso:v:110:y:2016:i:c:p:13-20. 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.sciencedirect.com/science/journal/00401625 .

    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.