IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i20p7497-d939782.html
   My bibliography  Save this article

FDI, Technology Spillovers, and Green Innovation: Theoretical Analysis and Evidence from China

Author

Listed:
  • Bingtao Qin

    (Business School, University of Shanghai for Science and Technology, Shanghai 200093, China
    Institute for China Neighboring Economies, University of Shanghai for Science and Technology, Shanghai 200093, China)

  • Yulu Gai

    (Business School, University of Shanghai for Science and Technology, Shanghai 200093, China)

  • Liming Ge

    (School of Urban and Regional Sciences, Shanghai University of Finance and Economics, Shanghai 200433, China)

  • Pengbo Sun

    (School of Economics, NanKai University, Tianjin 300071, China)

  • Yongwei Yu

    (Business School, University of Shanghai for Science and Technology, Shanghai 200093, China)

  • Yi Zheng

    (China (Anhui) Pilot Free Trade Zone Institute, Anhui University, Hefei 230061, China)

Abstract

Foreign direct investment (FDI) technology spillovers play an increasingly important role in a host country’s development. Evaluating the positive effect of FDI inflows on green innovation is essential for correct city design. Based on the panel data of 262 cities in China from 2004 to 2018, we first analyzed the impact of FDI technology spillovers on green innovation in Chinese cities and then tested the threshold effect in four absorptive capacity factors: environmental regulation, economic growth, human capital, and industry size. Finally, we compared the time and space of two types of cities crossing the threshold from the perspective of innovative and non-innovative cities. The results show that FDI can significantly promote green innovation in Chinese cities and the promoting effect of FDI on green innovation has nonlinear characteristics, namely, such effects only make sense when absorptive capacity is above the threshold points. Additionally, among the four absorptive capacity factors, the development degrees of innovative cities are ahead of non-innovative cities; in particular, there is a significant difference between them in terms of economic growth. Local governments should develop reasonable policy combination tools according to the absorptive capacity characteristics of different cities to effectively promote the technology spillover effect of FDI and achieve coordinated ecological and economic development.

Suggested Citation

  • Bingtao Qin & Yulu Gai & Liming Ge & Pengbo Sun & Yongwei Yu & Yi Zheng, 2022. "FDI, Technology Spillovers, and Green Innovation: Theoretical Analysis and Evidence from China," Energies, MDPI, vol. 15(20), pages 1-25, October.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:20:p:7497-:d:939782
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/20/7497/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/15/20/7497/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Daniel C. Esty & Andre Dua, 1997. "Sustaining the Asia Pacific Miracle: Environmental Protection and Economic Integration," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 37, October.
    2. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    3. Koen De Backer & Leo Sleuwaegen, 2003. "Does Foreign Direct Investment Crowd Out Domestic Entrepreneurship?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 22(1), pages 67-84, February.
    4. Salike, Nimesh, 2016. "Role of human capital on regional distribution of FDI in China: New evidences," China Economic Review, Elsevier, vol. 37(C), pages 66-84.
    5. 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..
    6. Romijn, Henny & Albaladejo, Manuel, 2002. "Determinants of innovation capability in small electronics and software firms in southeast England," Research Policy, Elsevier, vol. 31(7), pages 1053-1067, September.
    7. 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).
    8. Li, Jian & Strange, Roger & Ning, Lutao & Sutherland, Dylan, 2016. "Outward foreign direct investment and domestic innovation performance: Evidence from China," International Business Review, Elsevier, vol. 25(5), pages 1010-1019.
    9. Abdelmohsen A. Nassani & Crenguta Sinisi & Loredana Paunescu & Zahid Yousaf & Mohamed Haffar & Ahmad Kabbani, 2022. "Nexus of Innovation Network, Digital Innovation and Frugal Innovation towards Innovation Performance: Investigation of Energy Firms," Sustainability, MDPI, vol. 14(7), pages 1-11, April.
    10. Adriana Dima & Alexandru-Mihai Bugheanu & Ruxandra Dinulescu & Ana-Madalina Potcovaru & Constanta Alice Stefanescu & Irinel Marin, 2022. "Exploring the Research Regarding Frugal Innovation and Business Sustainability through Bibliometric Analysis," Sustainability, MDPI, vol. 14(3), pages 1-36, January.
    11. Todo, Yasuyuki & Zhang, Weiying & Zhou, Li-An, 2009. "Knowledge spillovers from FDI in China: The role of educated labor in multinational enterprises," Journal of Asian Economics, Elsevier, vol. 20(6), pages 626-639, November.
    12. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Host Country Competition, Labour Skills, and Technology Transfer by Multinationals," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 14, pages 221-231, Palgrave Macmillan.
    13. Zhang, Dongyang & Du, Pengcheng & Chen, Yaowen, 2019. "Can designed financial systems drive out highly polluting firms? An evaluation of an experimental economic policy," Finance Research Letters, Elsevier, vol. 31(C).
    14. Batrancea Ioan & Rathnaswamy Malar Mozi & Gaban Lucian & Fatacean Gheorghe & Tulai Horia & Bircea Ioan & Rus Mircea-Iosif, 2020. "An Empirical Investigation on Determinants of Sustainable Economic Growth. Lessons from Central and Eastern European Countries," JRFM, MDPI, vol. 13(7), pages 1-24, July.
    15. Stefano Usai, 2011. "The Geography of Inventive Activity in OECD Regions," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 711-731.
    16. Ronald Findlay, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 1-16.
    17. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    18. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    19. Todo, Yasuyuki & Zhang, Weiying & Zhou, Li-An, 2009. "Knowledge Spillovers from FDI in the People's Republic of China: The Role of Educated Labor in Multinational Enterprises," ADBI Working Papers 174, Asian Development Bank Institute.
    20. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    21. Blomstrom, Magnus & Persson, Hakan, 1983. "Foreign investment and spillover efficiency in an underdeveloped economy: Evidence from the Mexican manufacturing industry," World Development, Elsevier, vol. 11(6), pages 493-501, June.
    22. Jiangfeng Hu & Zhao Wang & Yuehan Lian & Qinghua Huang, 2018. "Environmental Regulation, Foreign Direct Investment and Green Technological Progress—Evidence from Chinese Manufacturing Industries," IJERPH, MDPI, vol. 15(2), pages 1-14, January.
    23. 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.
    24. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    25. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    26. Chengliang Liu & Qingbin Guo, 2019. "Technology Spillover Effect in China: The Spatiotemporal Evolution and Its Drivers," Sustainability, MDPI, vol. 11(6), pages 1-14, March.
    27. Udi Joshua & David Babatunde & Samuel Asumadu Sarkodie, 2021. "Sustaining Economic Growth in Sub-Saharan Africa: Do FDI Inflows and External Debt Count?," JRFM, MDPI, vol. 14(4), pages 1-13, March.
    28. 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.
    29. Xu, Le & Fan, Meiting & Yang, Lili & Shao, Shuai, 2021. "Heterogeneous green innovations and carbon emission performance: Evidence at China's city level," Energy Economics, Elsevier, vol. 99(C).
    30. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    31. Xiaolan Fu, 2008. "Foreign Direct Investment, Absorptive Capacity and Regional Innovation Capabilities: Evidence from China," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 89-110.
    32. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    33. Trang Thi-Huyen Dinh & Duc Hong Vo & Anh The Vo & Thang Cong Nguyen, 2019. "Foreign Direct Investment and Economic Growth in the Short Run and Long Run: Empirical Evidence from Developing Countries," JRFM, MDPI, vol. 12(4), pages 1-11, November.
    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. Pengfei Cheng & Xiaofeng Wang & Baekryul Choi & Xingang Huan, 2023. "Green Finance, International Technology Spillover and Green Technology Innovation: A New Perspective of Regional Innovation Capability," Sustainability, MDPI, vol. 15(2), pages 1-16, January.
    2. Yu Huan & Md. Qamruzzaman, 2022. "Innovation-Led FDI Sustainability: Clarifying the Nexus between Financial Innovation, Technological Innovation, Environmental Innovation, and FDI in the BRIC Nations," Sustainability, MDPI, vol. 14(23), pages 1-26, November.
    3. Wang, Jun-Zhuo & Feng, Gen-Fu & Yin, Hua-Tang & Chang, Chun-Ping, 2023. "Toward sustainable development: Does the rising oil price stimulate innovation in climate change mitigation technologies?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 569-583.
    4. Niu, Peng & Yang, Yujia & Sun, Lirong, 2023. "High quality imports and green innovation," Innovation and Green Development, Elsevier, vol. 2(2).

    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. Hui Wang & Huifang Liu, 2017. "An Empirical Research of FDI Spillovers and Financial Development Threshold Effects in Different Regions of China," Sustainability, MDPI, vol. 9(6), pages 1-21, June.
    2. Liu, Liyun & Zhao, Zhenzhi & Su, Bin & Ng, Tsan Sheng & Zhang, Mingming & Qi, Lin, 2021. "Structural breakpoints in the relationship between outward foreign direct investment and green innovation: An empirical study in China," Energy Economics, Elsevier, vol. 103(C).
    3. Miao Fu & Xiaolan Fu & Tieli Li, 2008. "International and Intra-national Technology Spillovers and Technology Development Paths in Developing Countries: The Case of China," WIDER Working Paper Series RP2008-96, World Institute for Development Economic Research (UNU-WIDER).
    4. 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).
    5. Peng Li & Yaofu Ouyang, 2020. "Technical Change and Green Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(2), pages 271-298, July.
    6. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    7. Naveed Ul Haq, 2023. "Impact of FDI and Its Absorption Capacity on the National Innovation Ecosystems: Evidence from the Largest FDI Recipient Countries of the World," Foreign Trade Review, , vol. 58(2), pages 259-288, May.
    8. Fernando Ubeda & Francisco Pérez-Hernández, 2017. "Absorptive Capacity and Geographical Distance Two Mediating Factors of FDI Spillovers: a Threshold Regression Analysis for Spanish Firms," Journal of Industry, Competition and Trade, Springer, vol. 17(1), pages 1-28, March.
    9. 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.
    10. Deniz Erdem, 2012. "Foreign direct investments, energy efficiency, and innovation dynamics," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 24(2), pages 119-133, June.
    11. 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.
    12. Deniz Erdem, 2011. "Foreign Direct Investments, Energy Efficiency and Innovation Dynamics," EIIW Discussion paper disbei189, Universitätsbibliothek Wuppertal, University Library.
    13. Sultana, Nasrin & Turkina, Ekaterina, 2020. "Foreign direct investment, technological advancement, and absorptive capacity: A network analysis," International Business Review, Elsevier, vol. 29(2).
    14. Crespo, Nuno & Fontoura, Maria Paula, 2007. "Determinant Factors of FDI Spillovers - What Do We Really Know?," World Development, Elsevier, vol. 35(3), pages 410-425, March.
    15. Agarwal, Natasha & Milner, Chris & Riaño, Alejandro, 2014. "Credit constraints and spillovers from foreign firms in China," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 261-275.
    16. Hübler, Michael, 2011. "Technology diffusion under contraction and convergence: A CGE analysis of China," Energy Economics, Elsevier, vol. 33(1), pages 131-142, January.
    17. Jin, Shaosheng & Guo, Haiyue & Delgado, Michael S. & Wang, H. Holly, 2017. "Benefit or damage? The productivity effects of FDI in the Chinese food industry," Food Policy, Elsevier, vol. 68(C), pages 1-9.
    18. He, Yiqing & Ding, Xin & Yang, Chuchu, 2021. "Do environmental regulations and financial constraints stimulate corporate technological innovation? Evidence from China," Journal of Asian Economics, Elsevier, vol. 72(C).
    19. Gorodnichenko, Yuriy & Svejnar, Jan & Terrell, Katherine, 2014. "When does FDI have positive spillovers? Evidence from 17 transition market economies," Journal of Comparative Economics, Elsevier, vol. 42(4), pages 954-969.
    20. Muhammed BENLI, 2016. "Productivity spillovers from FDI in Turkey: Evidence from quantile regressions," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(3(608), A), pages 177-196, Autumn.

    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:jeners:v:15:y:2022:i:20:p:7497-:d:939782. 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.