IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i3p1968-d1041866.html
   My bibliography  Save this article

An Analysis of the Impact of International R&D Spillovers and Technology Innovation in China

Author

Listed:
  • Mengzhen Wang

    (Department of International Trade, Jeonbuk National University, Jeonju 54896, Republic of Korea)

  • Baekryul Choi

    (Department of International Trade, Jeonbuk National University, Jeonju 54896, Republic of Korea)

Abstract

To test the impact of international R&D spillovers on China’s technological innovation, we collect and use province-country-level data from 23 provinces from 2001 to 2020 to fill a measurement gap of international R&D spillovers, so that our measurement can avoid ‘aggregation bias’ unlike the calculation methods in previous studies. We find that imports act as an effective international R&D spillover channel for improving technological innovation. Meanwhile, international R&D spillover through inward FDI and imports positively promotes China’s innovation performance. It suggests to policymakers that continuing to open up the economy and attract high-quality inward FDI is still required. Moreover, our results confirm that the eastern region enjoys a more significant international R&D spillover effect because of a more effective innovation environment. Hence, we suggest that given the inherent short board in the central and western regions, preferential policies to make up for this short board should be proposed to improve the innovation environment in the inland regions so as to enjoy a more significant international R&D spillover effect. Finally, we also observe that different periods of economic growth and the development levels of source countries also result in heterogeneous innovation impacts of international R&D spillover effects.

Suggested Citation

  • Mengzhen Wang & Baekryul Choi, 2023. "An Analysis of the Impact of International R&D Spillovers and Technology Innovation in China," Sustainability, MDPI, vol. 15(3), pages 1-25, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:1968-:d:1041866
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/3/1968/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/3/1968/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ioannis Bournakis & Dimitris Christopoulos & Sushanta Mallick, 2018. "Knowledge Spillovers And Output Per Worker: An Industry‐Level Analysis For Oecd Countries," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1028-1046, April.
    2. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    3. Lai, Mingyong & Wang, Hua & Zhu, Shujin, 2009. "Double-edged effects of the technology gap and technology spillovers: Evidence from the Chinese industrial sector," China Economic Review, Elsevier, vol. 20(3), pages 414-424, September.
    4. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    5. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    6. Valentina De Marchi & Elisa Giuliani & Roberta Rabellotti, 2018. "Do Global Value Chains Offer Developing Countries Learning and Innovation Opportunities?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 389-407, July.
    7. Jacek Pietrucha & Rafal Zelazny & Magdalena Kozlowska & Oliwia Sojka, 2018. "Import and FDI as channels of international TFP spillovers," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 13(1), pages 55-72, March.
    8. James B. Ang & Jakob B. Madsen, 2013. "International R&D Spillovers And Productivity Trends In The Asian Miracle Economies," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1523-1541, April.
    9. Michael Fritsch, 2002. "Measuring the Quality of Regional Innovation Systems: A Knowledge Production Function Approach," International Regional Science Review, , vol. 25(1), pages 86-101, January.
    10. Ito, Banri & Yashiro, Naomitsu & Xu, Zhaoyuan & Chen, XiaoHong & Wakasugi, Ryuhei, 2012. "How do Chinese industries benefit from FDI spillovers?," China Economic Review, Elsevier, vol. 23(2), pages 342-356.
    11. Feng, Wei & Li, Jiajia, 2021. "International technology spillovers and innovation quality: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 289-308.
    12. Krammer, Sorin M.S., 2014. "Assessing the relative importance of multiple channels for embodied and disembodied technological spillovers," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 272-286.
    13. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    14. Xiaohui Liu & Jiangyong Lu & Igor Filatotchev & Trevor Buck & Mike Wright, 2010. "Returnee entrepreneurs, knowledge spillovers and innovation in high-tech firms in emerging economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(7), pages 1183-1197, September.
    15. Branstetter, Lee, 2006. "Is foreign direct investment a channel of knowledge spillovers? Evidence from Japan's FDI in the United States," Journal of International Economics, Elsevier, vol. 68(2), pages 325-344, March.
    16. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    17. Seck, Abdoulaye, 2012. "International technology diffusion and economic growth: Explaining the spillover benefits to developing countries," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 437-451.
    18. Fu, Xiaolan & Pietrobelli, Carlo & Soete, Luc, 2011. "The Role of Foreign Technology and Indigenous Innovation in the Emerging Economies: Technological Change and Catching-up," World Development, Elsevier, vol. 39(7), pages 1204-1212, July.
    19. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    20. Shireen AlAzzawi, 2012. "Innovation, productivity and foreign direct investment-induced R&D spillovers," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 21(5), pages 615-653, August.
    21. Huang, Junbing & Cai, Xiaochen & Huang, Shuo & Tian, Sen & Lei, Hongyan, 2019. "Technological factors and total factor productivity in China: Evidence based on a panel threshold model," China Economic Review, Elsevier, vol. 54(C), pages 271-285.
    22. Yuandi Wang & Lutao Ning & Jian Li & Martha Prevezer, 2016. "Foreign Direct Investment Spillovers and the Geography of Innovation in Chinese Regions: The Role of Regional Industrial Specialization and Diversity," Regional Studies, Taylor & Francis Journals, vol. 50(5), pages 805-822, May.
    23. Jin Hong & Chongyang Zhou & Yanrui Wu & Ruicheng Wang & Dora Marinova, 2019. "Technology Gap, Reverse Technology Spillover and Domestic Innovation Performance in Outward Foreign Direct Investment: Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 27(2), pages 1-23, March.
    24. Salim, Ali & Razavi, Mohammad Reza & Afshari-Mofrad, Masoud, 2017. "Foreign direct investment and technology spillover in Iran: The role of technological capabilities of subsidiaries," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 207-214.
    25. Andreas Pyka & Uwe Cantner (ed.), 2017. "Foundations of Economic Change," Economic Complexity and Evolution, Springer, number 978-3-319-62009-1, May.
    26. Jiyong Chen & Wei Liu & Yibo Zhang & Yangyi Sheng, 2010. "An empirical study on FDI international knowledge spillovers and regional economic development in China," Frontiers of Economics in China, Springer;Higher Education Press, vol. 5(3), pages 489-508, September.
    27. Sorin Krammer, 2010. "International R&D spillovers in emerging markets: The impact of trade and foreign direct investment," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(4), pages 591-623.
    28. Xionghe Qin & Debin Du, 2017. "Do External or Internal Technology Spillovers Have a Stronger Influence on Innovation Efficiency in China?," Sustainability, MDPI, vol. 9(9), pages 1-17, September.
    29. Chen, Victor Zitian & Li, Jing & Shapiro, Daniel M., 2012. "International reverse spillover effects on parent firms: Evidences from emerging-market MNEs in developed markets," European Management Journal, Elsevier, vol. 30(3), pages 204-218.
    30. Wang, Cassandra C. & Wu, Aiqi, 2016. "Geographical FDI knowledge spillover and innovation of indigenous firms in China," International Business Review, Elsevier, vol. 25(4), pages 895-906.
    31. Jiyong Chen & Wei Liu & Yibo Zhang & Yangyi Sheng, 2010. "An Empirical Study on FDI International Knowledge Spillovers and Regional Economic Development in China," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 5(3), pages 489-508, September.
    32. Lucia Tajoli & Giulia Felice, 2018. "Global Value Chains Participation and Knowledge Spillovers in Developed and Developing Countries: An Empirical Investigation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 505-532, July.
    33. Connolly, Michelle, 2003. "The dual nature of trade: measuring its impact on imitation and growth," Journal of Development Economics, Elsevier, vol. 72(1), pages 31-55, October.
    34. Zhang, Lin, 2017. "The knowledge spillover effects of FDI on the productivity and efficiency of research activities in China," China Economic Review, Elsevier, vol. 42(C), pages 1-14.
    35. Suyi Kim & Jungsoo Park, 2017. "Foreign Direct Investment and International R&D Spillovers in OECD Countries Revisited," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 173(3), pages 431-453, September.
    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. Becker, Bettina & Roper, Stephen & Vanino, Enrico, 2023. "Assessing innovation spillovers from publicly funded R&D and innovation support: Evidence from the UK," Technovation, Elsevier, vol. 128(C).

    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. Krammer, Sorin M.S., 2014. "Assessing the relative importance of multiple channels for embodied and disembodied technological spillovers," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 272-286.
    2. Halit Yanikkaya & Abdullah Altun & Pınar Tat, 2022. "Does the Complexity of GVC Participation Matter for Productivity and Output Growth?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 2038-2068, August.
    3. Krammer, Sorin M.S., 2015. "Do good institutions enhance the effect of technological spillovers on productivity? Comparative evidence from developed and transition economies," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 133-154.
    4. Vujanović, Nina & Radošević, Slavo & Stojčić, Nebojša & Hisarciklilar, Mehtap & Hashi, Iraj, 2022. "FDI spillover effects on innovation activities of knowledge using and knowledge creating firms: Evidence from an emerging economy," Technovation, Elsevier, vol. 118(C).
    5. Ioannis Bournakis & Dimitris Christopoulos & Sushanta Mallick, 2018. "Knowledge Spillovers And Output Per Worker: An Industry‐Level Analysis For Oecd Countries," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1028-1046, April.
    6. Duan, Yunlong & Liu, Shuling & Cheng, Hao & Chin, Tachia & Luo, Xuan, 2021. "The moderating effect of absorptive capacity on transnational knowledge spillover and the innovation quality of high-tech industries in host countries: Evidence from the Chinese manufacturing industry," International Journal of Production Economics, Elsevier, vol. 233(C).
    7. Ergun Dogan & Koi Nyen Wong, 2020. "Sources and Channels of International Knowledge Spillovers in ASEAN‐5: The Role of Institutional Quality," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(4), pages 470-486, May.
    8. Gong, Guan & Keller, Wolfgang, 2003. "Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion," Research Policy, Elsevier, vol. 32(6), pages 1055-1079, June.
    9. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 793-829, Elsevier.
    10. Nam, Hyun-Jung & Bang, Jeongseok & Ryu, Doojin, 2023. "Do financial and governmental institutions play a mediating role in the spillover effects of FDI?," Journal of Multinational Financial Management, Elsevier, vol. 69(C).
    11. Hsin-Ning Su, 2017. "Global Interdependence of Collaborative R&D-Typology and Association of International Co-Patenting," Sustainability, MDPI, vol. 9(4), pages 1-28, April.
    12. Uwe Cantner & Martin Kalthaus & Matthias Menter & Pierre Mohnen, 2023. "Global knowledge flows: characteristics, determinants, and impacts," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1063-1076.
    13. Su, Hsin-Ning, 2017. "Collaborative and Legal Dynamics of International R&D- Evolving Patterns in East Asia," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 217-227.
    14. James B. Ang & Jakob B. Madsen, 2012. "Risk capital, private credit, and innovative production," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(4), pages 1608-1639, November.
    15. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    16. Bahar, Dany & Hausmann, Ricardo & Hidalgo, Cesar A., 2014. "Neighbors and the evolution of the comparative advantage of nations: Evidence of international knowledge diffusion?," Journal of International Economics, Elsevier, vol. 92(1), pages 111-123.
    17. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    18. Pami Dua & B. N. GOLDAR & SMRUTI RANJAN BEHERA, 2011. "Foreign Direct Investment And Technology Spillover-- An Evaluation Across Different Clusters In India," Working papers 200, Centre for Development Economics, Delhi School of Economics.
    19. Andrea Fracasso & Giuseppe Vittucci Marzetti, 2013. "An empirical note on international R&D spillovers," Empirical Economics, Springer, vol. 45(1), pages 179-191, August.
    20. Gehringer, Agnieszka, 2016. "Knowledge externalities and sectoral interdependences: Evidence from an open economy perspective," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 240-249.

    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:gam:jsusta:v:15:y:2023:i:3:p:1968-:d:1041866. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.