IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v15y2018i10p2292-d176734.html
   My bibliography  Save this article

Environmental Regulation, Two-Way Foreign Direct Investment, and Green Innovation Efficiency in China’s Manufacturing Industry

Author

Listed:
  • Zhijun Feng

    (School of Economic and Management, Dongguan University of Technology, Dongguan 523808, China)

  • Bo Zeng

    (School of Economic and Management, Dongguan University of Technology, Dongguan 523808, China)

  • Qian Ming

    (School of Economic and Management, Dongguan University of Technology, Dongguan 523808, China)

Abstract

This paper adopts 2009 to 2015 panel data from 27 manufacturing industries in China. A Super-SBM model is used to measure the green innovation efficiency (GIE) of China’s manufacturing industry. A panel data model is then built to systematically examine the impact of environmental regulation (ER) and two-way foreign direct investment (FDI) on the GIE of China’s manufacturing industry under a unified analysis framework. The results are as follows: (1) the overall level of the green innovation efficiency in China’s manufacturing is low, and there is still great potential for improvement. Considering industry heterogeneity, the green innovation efficiency of patent-intensive manufacturing is significantly higher than that of non-patent-intensive manufacturing; (2) in terms of the whole manufacturing industry, ER and the interaction between ER and outward foreign direct investment (OFDI) have significantly negative effects on GIE, OFDI has significantly positive effects on GIE. (3) when considering industry heterogeneity, for patent-intensive manufacturing, ER and the interaction between ER and inward foreign direct investment (IFDI) have significantly negative effects on GIE, while IFDI has significantly positive effect on GIE. For non-patent-intensive manufacturing, ER and the interaction between ER and OFDI have significantly negative effects on GIE, while IFDI and the interaction between ER and IFDI have significantly positive effects on GIE.

Suggested Citation

  • Zhijun Feng & Bo Zeng & Qian Ming, 2018. "Environmental Regulation, Two-Way Foreign Direct Investment, and Green Innovation Efficiency in China’s Manufacturing Industry," IJERPH, MDPI, vol. 15(10), pages 1-22, October.
  • Handle: RePEc:gam:jijerp:v:15:y:2018:i:10:p:2292-:d:176734
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/15/10/2292/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/15/10/2292/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    2. Kogut, Bruce & Chang, Sea Jin, 1991. "Technological Capabilities and Japanese Foreign Direct Investment in the United States," The Review of Economics and Statistics, MIT Press, vol. 73(3), pages 401-413, August.
    3. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    4. 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.
    5. Wagner, Marcus, 2007. "On the relationship between environmental management, environmental innovation and patenting: Evidence from German manufacturing firms," Research Policy, Elsevier, vol. 36(10), pages 1587-1602, December.
    6. Wayne B. Gray & Ronald J. Shadbegian, 1998. "Environmental Regulation, Investment Timing, and Technology Choice," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 235-256, June.
    7. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    8. Huang, Youxing & Zhang, Yan, 2017. "How does outward foreign direct investment enhance firm productivity? A heterogeneous empirical analysis from Chinese manufacturing," China Economic Review, Elsevier, vol. 44(C), pages 1-15.
    9. Fosfuri, Andrea & Motta, Massimo, 1999. " Multinationals without Advantages," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(4), pages 617-630, December.
    10. Jaya Prakash Pradhan & Neelam Singh, 2009. "Outward FDI and Knowledge Flows: A Study of the Indian Automotive Sector," Institutions and Economies (formerly known as International Journal of Institutions and Economies), Faculty of Economics and Administration, University of Malaya, vol. 1(1), pages 156-187, June.
    11. Jian Hou & Heng Chen & Jianzhong Xu, 2017. "External Knowledge Sourcing and Green Innovation Growth with Environmental and Energy Regulations: Evidence from Manufacturing in China," Sustainability, MDPI, vol. 9(3), pages 1-17, February.
    12. Kammerer, Daniel, 2009. "The effects of customer benefit and regulation on environmental product innovation.: Empirical evidence from appliance manufacturers in Germany," Ecological Economics, Elsevier, vol. 68(8-9), pages 2285-2295, June.
    13. Li, Linjie & Liu, Xiaming & Yuan, Dong & Yu, Miaojie, 2017. "Does outward FDI generate higher productivity for emerging economy MNEs? – Micro-level evidence from Chinese manufacturing firms," International Business Review, Elsevier, vol. 26(5), pages 839-854.
    14. Manuel Frondel & Jens Horbach & Klaus Rennings, 2007. "End‐of‐pipe or cleaner production? An empirical comparison of environmental innovation decisions across OECD countries," Business Strategy and the Environment, Wiley Blackwell, vol. 16(8), pages 571-584, December.
    15. Andrea Fosfuri & Massimo Motta, 1999. "Multinationals without Advantages," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(4), pages 617-630, December.
    16. 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.
    17. Chintrakarn, Pandej, 2008. "Environmental regulation and U.S. states' technical inefficiency," Economics Letters, Elsevier, vol. 100(3), pages 363-365, September.
    18. 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.
    19. 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.
    20. Zhijun Feng & Wei Chen, 2018. "Environmental Regulation, Green Innovation, and Industrial Green Development: An Empirical Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 10(1), pages 1-22, January.
    21. Bitzer, Jürgen & Kerekes, Monika, 2008. "Does foreign direct investment transfer technology across borders? New evidence," Economics Letters, Elsevier, vol. 100(3), pages 355-358, September.
    22. Yang Gao & Sang-Bing Tsai & Xingqun Xue & Tingzhen Ren & Xiaomin Du & Quan Chen & Jiangtao Wang, 2018. "An Empirical Study on Green Innovation Efficiency in the Green Institutional Environment," Sustainability, MDPI, vol. 10(3), pages 1-13, March.
    23. Cheng-Wen Lee, 2010. "The effect of environmental regulation on green technology innovation through supply chain integration," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 2(1), pages 92-112.
    24. 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.
    25. Gray, Wayne B & Shadbegian, Ronald J, 1998. "Environmental Regulation, Investment Timing, and Technology Choice," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 235-256, June.
    26. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    27. Lee, Gwanghoon, 2006. "The effectiveness of international knowledge spillover channels," European Economic Review, Elsevier, vol. 50(8), pages 2075-2088, November.
    28. Seiford, Lawrence M. & Zhu, Joe, 2002. "Modeling undesirable factors in efficiency evaluation," European Journal of Operational Research, Elsevier, vol. 142(1), pages 16-20, October.
    29. Zeng, Bo & Duan, Huiming & Bai, Yun & Meng, Wei, 2018. "Forecasting the output of shale gas in China using an unbiased grey model and weakening buffer operator," Energy, Elsevier, vol. 151(C), pages 238-249.
    30. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    31. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    32. Yingyuan Guo & Xingneng Xia & Sheng Zhang & Danping Zhang, 2018. "Environmental Regulation, Government R&D Funding and Green Technology Innovation: Evidence from China Provincial Data," Sustainability, MDPI, vol. 10(4), pages 1-21, 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. Yao Zhao & Xuena Kong & Mahmood Ahmad & Zahoor Ahmed, 2023. "Digital Economy, Industrial Structure, and Environmental Quality: Assessing the Roles of Educational Investment, Green Innovation, and Economic Globalization," Sustainability, MDPI, vol. 15(3), pages 1-24, January.
    2. Jiayue Liu & Jing Xie, 2020. "Environmental Regulation, Technological Innovation, and Export Competitiveness: An Empirical Study Based on China’s Manufacturing Industry," IJERPH, MDPI, vol. 17(4), pages 1-19, February.
    3. Kopyrina, Olga & Wu, Kai & Ying, Zhanyu, 2023. "Greening through central inspection: The role of legitimacy pressure and risk-taking," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    4. Jiansheng You & Guohan Ding & Liyuan Zhang, 2022. "Heterogeneous Dynamic Correlation Research among Industrial Structure Distortion, Two-Way FDI and Carbon Emission Intensity in China," Sustainability, MDPI, vol. 14(15), pages 1-23, July.
    5. Yang, Hao-Chang & Cai, Yi-Fei & Zhang, Miao-Yin, 2022. "Political risk and green technology improvement: New insights from global evidence," Innovation and Green Development, Elsevier, vol. 1(1).
    6. 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.
    7. Jinqian Deng & Na Zhang & Fayyaz Ahmad & Muhammad Umar Draz, 2019. "Local Government Competition, Environmental Regulation Intensity and Regional Innovation Performance: An Empirical Investigation of Chinese Provinces," IJERPH, MDPI, vol. 16(12), pages 1-17, June.
    8. Zhizhong Liu & Guangyue Liu & Xu Han & Yingna Chen, 2022. "Green Technology of Foreign Direct Investment on Public Health: Evidence from China," Sustainability, MDPI, vol. 14(20), pages 1-16, October.
    9. Wei Wang & Xue-Zhou Zhao & Feng-Wen Chen & Chia-Huei Wu & Sangbing Tsai & Jiangtao Wang, 2019. "The Effect of Corporate Social Responsibility and Public Attention on Innovation Performance: Evidence from High-polluting Industries," IJERPH, MDPI, vol. 16(20), pages 1-20, October.
    10. Yanwei Lyu & Jinning Zhang & Lingli Wang & Fei Yang & Yu Hao, 2022. "Towards a win‐win situation for innovation and sustainable development: The role of environmental regulation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1703-1717, December.
    11. Liwen Sun & Ying Han, 2022. "Spatial Correlation Network Structure and Influencing Factors of Two-Stage Green Innovation Efficiency: Evidence from China," Sustainability, MDPI, vol. 14(18), pages 1-22, September.
    12. Luhao Liu & Honglin Zhou & Jiaping Xie, 2023. "Dynamic Evolutionary Analysis of the Impact of Outward Foreign Direct Investment on Green Innovation Heterogeneity—From the Perspective of Binary Innovation," Sustainability, MDPI, vol. 15(9), pages 1-15, April.
    13. Shi, Xing & Zeng, Yujie & Wu, Yanrui & Wang, Shuai, 2023. "Outward foreign direct investment and green innovation in Chinese multinational companies," International Business Review, Elsevier, vol. 32(5).
    14. Cui, Xin & Wang, Chunfeng & Sensoy, Ahmet & Liao, Jing & Xie, Xiaochen, 2023. "Economic policy uncertainty and green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 118(C).
    15. Muyao Li & Jinsong Zhang & Ramakrishnan Ramanathan & Ruiqian Li, 2020. "Opening the Black Box: The Impacts of Environmental Regulations on Technological Innovation," IJERPH, MDPI, vol. 17(12), pages 1-18, June.
    16. Udichibarna Bose, 2023. "Does green transition promote green innovation and technological acquisitions?," Working Papers w202305, Banco de Portugal, Economics and Research Department.
    17. Wanli Zhang & Bin Zhu & Yongling Li & Dan Yan, 2024. "Revisiting the Porter hypothesis: a multi-country meta-analysis of the relationship between environmental regulation and green innovation," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    18. Zhenya Zhang & Wanping Yang & Dong Li & Yajuan Wang, 2023. "Impact of Two-Way FDI on China’s Environmental Quality: The Perspective of Environmentally Cleaner Production and End Treatment," IJERPH, MDPI, vol. 20(5), pages 1-31, February.
    19. Xin Zhang & Feng Xu, 2023. "Environmental Regulation and Spatial Spillover Effect of Green Technology Innovation: An Empirical Study on the Spatial Durbin Model," Sustainability, MDPI, vol. 15(19), pages 1-19, September.

    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. Zhang, Wenyue & Li, Jianan & Sun, Chuanwang, 2022. "The impact of OFDI reverse technology spillovers on China's energy intensity: Analysis of provincial panel data," Energy Economics, Elsevier, vol. 116(C).
    2. Li, Linjie & Liu, Xiaming & Yuan, Dong & Yu, Miaojie, 2017. "Does outward FDI generate higher productivity for emerging economy MNEs? – Micro-level evidence from Chinese manufacturing firms," International Business Review, Elsevier, vol. 26(5), pages 839-854.
    3. Dierk Herzer, 2010. "The Long-Run Relationship between Outward FDI and Total Factor Productivity: Evidence for Developing Countries," Ibero America Institute for Econ. Research (IAI) Discussion Papers 199, Ibero-America Institute for Economic Research.
    4. Songping Zhu & Azhong Ye, 2018. "Does the Impact of China’s Outward Foreign Direct Investment on Reverse Green Technology Process Differ across Countries?," Sustainability, MDPI, vol. 10(11), pages 1-19, October.
    5. Justin Doran & Geraldine Ryan, 2016. "The Importance of the Diverse Drivers and Types of Environmental Innovation for Firm Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 25(2), pages 102-119, February.
    6. Krammer, Marius Sorin, 2008. "International R&D spillovers in transition countries: the impact of trade and foreign direct investment," Kiel Advanced Studies Working Papers 446, Kiel Institute for the World Economy (IfW Kiel).
    7. Hejazi, Walid & Tang, Jianmin & Wang, Weimin, 2023. "Absorptive capacity, learning and profiting from outward FDI: Evidence from Canadian firms," Journal of World Business, Elsevier, vol. 58(3).
    8. Tariq, Adeel & Badir, Yuosre F. & Tariq, Waqas & Bhutta, Umair Saeed, 2017. "Drivers and consequences of green product and process innovation: A systematic review, conceptual framework, and future outlook," Technology in Society, Elsevier, vol. 51(C), pages 8-23.
    9. Quan Guo & Min Zhou & Nana Liu & Yaoyu Wang, 2019. "Spatial Effects of Environmental Regulation and Green Credits on Green Technology Innovation under Low-Carbon Economy Background Conditions," IJERPH, MDPI, vol. 16(17), pages 1-16, August.
    10. del Río González, Pablo, 2009. "The empirical analysis of the determinants for environmental technological change: A research agenda," Ecological Economics, Elsevier, vol. 68(3), pages 861-878, January.
    11. Pierre Blanchard & Claude Mathieu, 2016. "Multinationals and domestic firms in France: who gains from knowledge spillovers?," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(2), pages 109-125, September.
    12. Davide Castellani, 2002. "Firms' Technological Trajectories and the Creation of Foreign Subsidiaries," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(3), pages 359-371.
    13. Peiró-Signes, Ángel & Segarra-Oña, Marival & Trull-Domínguez, Óscar & Sánchez-Planelles, Joaquín, 2022. "Exposing the ideal combination of endogenous–exogenous drivers for companies’ ecoinnovative orientation: Results from machine-learning methods," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
    14. Decai Tang & Zhangming Shan & Junxia He & Ziqian Zhao, 2022. "How Do Environmental Regulations and Outward Foreign Direct Investment Impact the Green Total Factor Productivity in China? A Mediating Effect Test Based on Provincial Panel Data," IJERPH, MDPI, vol. 19(23), pages 1-32, November.
    15. Yan Li & Xiaohan Zhang & Chenxin Jin & Qingbo Huang, 2022. "The Influence of Reverse Technology Spillover of Outward Foreign Direct Investment on Green Total Factor Productivity in China’s Manufacturing Industry," Sustainability, MDPI, vol. 14(24), pages 1-17, December.
    16. Yang Gao & Sang-Bing Tsai & Xingqun Xue & Tingzhen Ren & Xiaomin Du & Quan Chen & Jiangtao Wang, 2018. "An Empirical Study on Green Innovation Efficiency in the Green Institutional Environment," Sustainability, MDPI, vol. 10(3), pages 1-13, March.
    17. Hao, Yu & Guo, Yunxia & Guo, Yitong & Wu, Haitao & Ren, Siyu, 2020. "Does outward foreign direct investment (OFDI) affect the home country’s environmental quality? The case of China," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 109-119.
    18. 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.
    19. Maria Cipollina & Giorgia Giovannetti & Filomena Pietrovito & Alberto F. Pozzolo, 2012. "FDI and Growth: What Cross-country Industry Data Say," The World Economy, Wiley Blackwell, vol. 35(11), pages 1599-1629, November.
    20. Myoungjin Oh & Jungwoo Shin & Pil‐Ju Park & Sunmee Kim, 2020. "Does eco‐innovation drive sales and technology investment? Focusing on eco‐label in Korea," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3174-3186, December.

    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:jijerp:v:15:y:2018:i:10:p:2292-:d:176734. 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.