IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v228y2015i1p47-6410.1007-s10479-013-1442-0.html
   My bibliography  Save this article

FDI, technology spillovers and green innovation in China: analysis based on Data Envelopment Analysis

Author

Listed:
  • Malin Song
  • Jun Tao
  • Shuhong Wang

Abstract

Over the years, foreign direct investment (FDI) has not only promoted rapid economic growth in China, but also affected the country’s environmental quality through technology spillover. This paper tests the variables that may affect the ability of green innovation by using the Granger causality test. It extracts the variables passed the test as input variables, selects the number of patents as output variable, and evaluates the efficiency of various provinces in mainland China by examining their yearly technological progress variables. At the same time, technological progress is defined and divided into capital and environmental factors, and then panel data using the variable coefficients model was used to fit influencing factors to obtain impact coefficients of capital and environment. On this basis, this paper makes the determination of membership to replace the general sense of ‘threshold’ value by using fuzzy theory and proposes the concept of the ‘comprehensive threshold’ of economic development and environmental protection. The results show that less than a quarter of China’s provinces have crossed the comprehensive threshold. Finally, based on the conclusions of quantitative analysis, some suggestions are proposed that the Chinese government ought to enact different strategies for the introduction of FDI according to different development situations of different provinces. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Malin Song & Jun Tao & Shuhong Wang, 2015. "FDI, technology spillovers and green innovation in China: analysis based on Data Envelopment Analysis," Annals of Operations Research, Springer, vol. 228(1), pages 47-64, May.
  • Handle: RePEc:spr:annopr:v:228:y:2015:i:1:p:47-64:10.1007/s10479-013-1442-0
    DOI: 10.1007/s10479-013-1442-0
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10479-013-1442-0
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10479-013-1442-0?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. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    2. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    3. Kemeny, Thomas, 2010. "Does Foreign Direct Investment Drive Technological Upgrading?," World Development, Elsevier, vol. 38(11), pages 1543-1554, November.
    4. Courtney Harold & C. Ford Runge, 1993. "GATT and the Environment: Policy Research Needs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(3), pages 789-793.
    5. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Technology, Market Characteristics and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 10, pages 160-176, Palgrave Macmillan.
    6. Diewert, Erwin & Fox, Kevin J., 2010. "Malmquist and Törnqvist Productivity Indexes: Returns to Scale and Technical Progress with Imperfect Competition," Economics working papers erwin_diewert-2010-5, Vancouver School of Economics, revised 13 Jul 2010.
    7. Jianhong Qi & Yingmei Zheng & James Laurenceson & Hong Li, 2009. "Productivity Spillovers from FDI in China: Regional Differences and Threshold Effects," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 17(4), pages 18-35, July.
    8. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    9. Michael Webber & Mark Wang & Zhu Ying (ed.), 2002. "China’s Transition to a Global Economy," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-4039-1860-4, December.
    10. Rajiv Banker & Zhanwei Cao & Nirup Menon & Ram Natarajan, 2010. "Technological progress and productivity growth in the U.S. mobile telecommunications industry," Annals of Operations Research, Springer, vol. 173(1), pages 77-87, January.
    11. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    12. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    13. Cheung Kui-yin & Lin, Ping, 2004. "Spillover effects of FDI on innovation in China: Evidence from the provincial data," China Economic Review, Elsevier, vol. 15(1), pages 25-44.
    14. Cole, Matthew A. & Fredriksson, Per G., 2009. "Institutionalized pollution havens," Ecological Economics, Elsevier, vol. 68(4), pages 1239-1256, February.
    15. Azman-Saini, W.N.W. & Law, Siong Hook & Ahmad, Abd Halim, 2010. "FDI and economic growth: New evidence on the role of financial markets," Economics Letters, Elsevier, vol. 107(2), pages 211-213, May.
    16. Zvi Griliches, 1998. "Productivity and R&D at the Firm Level," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 100-133, National Bureau of Economic Research, Inc.
    17. Fetscherin, Marc & Voss, Hinrich & Gugler, Philippe, 2010. "30 Years of foreign direct investment to China: An interdisciplinary literature review," International Business Review, Elsevier, vol. 19(3), pages 235-246, June.
    18. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1.
    19. G. D. A. MacDougall, 1960. "THE BENEFITS and COSTS OF PRIVATE INVESTMENT FROM ABROAD: A THEORETICAL APPROACH," The Economic Record, The Economic Society of Australia, vol. 36(73), pages 13-35, March.
    20. Baumol,William J. & Oates,Wallace E., 1988. "The Theory of Environmental Policy," Cambridge Books, Cambridge University Press, number 9780521322249, September.
    21. Nelson, Andrew J., 2009. "Measuring knowledge spillovers: What patents, licenses and publications reveal about innovation diffusion," Research Policy, Elsevier, vol. 38(6), pages 994-1005, July.
    22. Sebastián Lozano & Gabriel Villa, 2010. "Gradual technical and scale efficiency improvement in DEA," Annals of Operations Research, Springer, vol. 173(1), pages 123-136, January.
    23. James Laurenceson & Abby Kamalankanthan, "undated". "How important is foreign capital to income growth in China and India?," EAERG Discussion Paper Series 0405, School of Economics, University of Queensland, Australia.
    24. Ariel Pakes & Zvi Griliches, 1984. "Patents and R&D at the Firm Level: A First Look," NBER Chapters, in: R&D, Patents, and Productivity, pages 55-72, National Bureau of Economic Research, Inc.
    25. W. Diewert & Kevin Fox, 2010. "Malmquist and Törnqvist productivity indexes: returns to scale and technical progress with imperfect competition," Journal of Economics, Springer, vol. 101(1), pages 73-95, September.
    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. Liu, Xiaohui & Buck, Trevor, 2007. "Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries," Research Policy, Elsevier, vol. 36(3), pages 355-366, April.
    2. 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.
    3. Haschka, Rouven E. & Herwartz, Helmut, 2020. "Innovation efficiency in European high-tech industries: Evidence from a Bayesian stochastic frontier approach," Research Policy, Elsevier, vol. 49(8).
    4. Wang, Jue & Liu, Xiaming & Wei, Yingqi & Wang, Chengang, 2014. "Cultural Proximity and Local Firms’ catch up with Multinational Enterprises," World Development, Elsevier, vol. 60(C), pages 1-13.
    5. Yuko Kinoshita, 2000. "R&D and technology spillovers via FDI: Innovation and absorptive capacity," CERGE-EI Working Papers wp163, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    6. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    7. Antonelli, Cristiano, 2017. "Digital knowledge generation and the appropriability trade-off," Telecommunications Policy, Elsevier, vol. 41(10), pages 991-1002.
    8. Simone Borghesi & Giorgia Giovannetti & Gianluca Iannucci & Paolo Russu, 2019. "The Dynamics of Foreign Direct Investments in Land and Pollution Accumulation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(1), pages 135-154, January.
    9. Giammario Impullitti, 2007. "International Schumpeterian Competition and Optimal R&D subsidies," Economics Working Papers ECO2007/55, European University Institute.
    10. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    11. repec:lic:licosd:20308 is not listed on IDEAS
    12. E. Cefis & M. Ghita, 2008. "Post Merger Innovative Patterns in Small and Medium Firms," Working Papers 08-09, Utrecht School of Economics.
    13. 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.
    14. Lee G. Branstetter & Matej Drev & Namho Kwon, 2019. "Get with the Program: Software-Driven Innovation in Traditional Manufacturing," Management Science, INFORMS, vol. 65(2), pages 541-558, February.
    15. Hella Bani Baghdadi & Sami Aouadi, 2018. "Does Patent Performance Promote Relative Technological Performance in Countries Bordering the Mediterranean?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(4), pages 1246-1269, December.
    16. Chadha, Alka, 2009. "TRIPs and patenting activity: Evidence from the Indian pharmaceutical industry," Economic Modelling, Elsevier, vol. 26(2), pages 499-505, March.
    17. Song, Wenfei & Han, Xianfeng, 2022. "The bilateral effects of foreign direct investment on green innovation efficiency: Evidence from 30 Chinese provinces," Energy, Elsevier, vol. 261(PB).
    18. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    19. Landon Kleis & Paul Chwelos & Ronald V. Ramirez & Iain Cockburn, 2012. "Information Technology and Intangible Output: The Impact of IT Investment on Innovation Productivity," Information Systems Research, INFORMS, vol. 23(1), pages 42-59, March.
    20. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    21. Wadho, Waqar & Chaudhry, Azam, 2020. "Innovation Strategies and Productivity Growth in Developing Countries: Evidence from Pakistan," GLO Discussion Paper Series 466, Global Labor Organization (GLO).

    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:spr:annopr:v:228:y:2015:i:1:p:47-64:10.1007/s10479-013-1442-0. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.