IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0275498.html
   My bibliography  Save this article

Environmental regulation, R&D investment, and green technology innovation in China: Based on the PVAR model

Author

Listed:
  • Yueting Zhang
  • Huaichao Chen
  • Zhimin He

Abstract

The unreasonable economic development model of human beings has caused the environmental pollution problem to become increasingly serious. In order to achieve a positive relationship and interaction between environmental regulation, research and development (R&D) investment, and green technology innovation, and effectively solve the “strange circle” problem between high-quality economic development and environmental pollution in China and even the world, this paper takes the panel data of industrial enterprises above designated size in Chinese mainland 31 provinces from 2009 to 2019 as a research sample. The comprehensive index of R&D investment and green technology innovation was established by the entropy method, and the panel vector autoregressive (PVAR) model was constructed from the dynamic endogenous perspective, and the dynamic interaction and regional heterogeneity between environmental regulation, R&D investment, and green technology innovation were empirically analyzed by using impulse response function and variance decomposition. We obtain the following findings: (1) Environmental regulation has a two-way interaction relationship with R&D investment and green technology innovation, and R&D investment has a promotion effect on the “green degree” of technological innovation, but its role is still weak and has lagging characteristics. (2) There is significant regional heterogeneity in the dynamic responses of the eastern, central and western parts of China. (3) In the long run, environmental regulation has a “negative crowding out effect” on R&D investment in the central region, and the phenomenon of “central collapse” still exists but will gradually weaken. Environmental regulation has a “positive innovation compensation effect” on green technology innovation. Green technology innovation and R&D investment have an obvious “Pareto improvement” effect on environmental regulation, especially in the eastern region. The conclusions of this study help to clarify the dynamic interaction between environmental regulation, R&D investment, and green technology innovation, further improve environmental regulatory policies and green technology innovation R&D decision-making, and provide an effective way to achieve green and sustainable development in China and other parts of the world.

Suggested Citation

  • Yueting Zhang & Huaichao Chen & Zhimin He, 2022. "Environmental regulation, R&D investment, and green technology innovation in China: Based on the PVAR model," PLOS ONE, Public Library of Science, vol. 17(10), pages 1-21, October.
  • Handle: RePEc:plo:pone00:0275498
    DOI: 10.1371/journal.pone.0275498
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0275498
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0275498&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0275498?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
    ---><---

    References listed on IDEAS

    as
    1. repec:fth:harver:1532 is not listed on IDEAS
    2. Zhang, Zixuan & Chen, Huaichao, 2022. "Dynamic interaction of renewable energy technological innovation, environmental regulation intensity and carbon pressure: Evidence from China," Renewable Energy, Elsevier, vol. 192(C), pages 420-430.
    3. Yuanhong Hu & Sheng Sun & Yixin Dai, 2021. "Environmental regulation, green innovation, and international competitiveness of manufacturing enterprises in China: From the perspective of heterogeneous regulatory tools," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-28, March.
    4. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    5. Zhu, Lin & Luo, Jian & Dong, Qingli & Zhao, Yang & Wang, Yunyue & Wang, Yong, 2021. "Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    6. Sharif, Arshian & Baris-Tuzemen, Ozge & Uzuner, Gizem & Ozturk, Ilhan & Sinha, Avik, 2020. "Revisiting the role of renewable and non-renewable energy consumption on Turkey’s ecological footprint: Evidence from Quantile ARDL approach," MPRA Paper 100044, University Library of Munich, Germany.
    7. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    8. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    9. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    10. Zhou, Xiaoxiao & Cai, Ziming & Tan, Kim Hua & Zhang, Linling & Du, Juntao & Song, Malin, 2021. "Technological innovation and structural change for economic development in China as an emerging market," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    11. Yang, Kun & Wang, Wan & Xiong, Wan, 2021. "Promoting the sustainable development of infrastructure projects through responsible innovation: An evolutionary game analysis," Utilities Policy, Elsevier, vol. 70(C).
    12. Yang, Qiuyue & Gao, Da & Song, Deyong & Li, Yi, 2021. "Environmental regulation, pollution reduction and green innovation: The case of the Chinese Water Ecological Civilization City Pilot policy," Economic Systems, Elsevier, vol. 45(4).
    13. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    14. Sahar Milani, 2017. "The Impact of Environmental Policy Stringency on Industrial R&D Conditional on Pollution Intensity and Relocation Costs," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 595-620, November.
    15. Park, Walter G., 1998. "A theoretical model of government research and growth," Journal of Economic Behavior & Organization, Elsevier, vol. 34(1), pages 69-85, January.
    16. Arlette Jappe, 2007. "Explaining international collaboration in global environmental change research," Scientometrics, Springer;Akadémiai Kiadó, vol. 71(3), pages 367-390, June.
    17. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, 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. Liuliu Lai & Yanjun Chang, 2023. "Do China’s pilot free trade zones promote green dual-circulation development? Based on the DID model," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-22, March.

    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. Yongfu Huang, 2011. "Private investment and financial development in a globalized world," Empirical Economics, Springer, vol. 41(1), pages 43-56, August.
    2. Sumon Kumar Bhaumik & Manisha Chakrabarty & Ali M. Kutan & Ekta Selarka, 2021. "How Effective are Stock Market Reforms in Emerging Market Economies? Evidence from a Panel VAR Model of the Indian Stock Market," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 795-818, December.
    3. Marra, Alessandro & Colantonio, Emiliano & Cucculelli, Marco & Nissi, Eugenia, 2024. "The ‘complex’ transition: Energy intensity and CO2 emissions amidst technological and structural shifts. Evidence from OECD countries," Energy Economics, Elsevier, vol. 136(C).
    4. Snyder, Tricia Coxwell & Vale, Sofia, 2022. "House prices and household credit in the Eurozone: A single monetary policy with dissonant transmission mechanisms," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 243-256.
    5. Songcui Hu & Richard A. Bettis, 2018. "Multiple Organization Goals with Feedback from Shared Technological Task Environments," Organization Science, INFORMS, vol. 29(5), pages 873-889, October.
    6. Aysan, Ahmet F. & Ozturk, Huseyin, 2018. "Does Islamic banking offer a natural hedge for business cycles? Evidence from a dual banking system," Journal of Financial Stability, Elsevier, vol. 36(C), pages 22-38.
    7. Ali Fakih & May Ibrahim, 2016. "The impact of Syrian refugees on the labor market in neighboring countries: empirical evidence from Jordan," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(1), pages 64-86, February.
    8. Ryan H. Murphy & Colin O’Reilly, 2019. "Applying panel vector autoregression to institutions, human capital, and output," Empirical Economics, Springer, vol. 57(5), pages 1633-1652, November.
    9. Aysan, Ahmet F. & Disli, Mustafa & Duygun, Meryem & Ozturk, Huseyin, 2018. "Religiosity versus rationality: Depositor behavior in Islamic and conventional banks," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 1-19.
    10. Trofimov, Ivan D., 2022. "Determinants of the profit rates in the OECD economies: A panel data analysis of the Kalecki's profit equation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 380-397.
    11. Suranjit, K, 2016. "The effect of non-performing loans on the LMICs with a focus on the macroeconomy and institutional quality," MPRA Paper 121443, University Library of Munich, Germany, revised 10 Dec 2017.
    12. Ahmet F. Aysan & Mustafa Disli & Huseyin Ozturk, 2018. "Bank lending channel in a dual banking system: Why are Islamic banks so responsive?," The World Economy, Wiley Blackwell, vol. 41(3), pages 674-698, March.
    13. Xie, Ronghui & Teo, Thompson S.H., 2022. "Green technology innovation, environmental externality, and the cleaner upgrading of industrial structure in China — Considering the moderating effect of environmental regulation," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    14. Bardaka, Ioanna & Bournakis, Ioannis & Kaplanoglou, Georgia, 2021. "Total factor productivity (TFP) and fiscal consolidation: How harmful is austerity?," Economic Modelling, Elsevier, vol. 94(C), pages 908-922.
    15. Marra, Alessandro & Colantonio, Emiliano, 2021. "The path to renewable energy consumption in the European Union through drivers and barriers: A panel vector autoregressive approach," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    16. Isiaka Akande Raifu & Terver Theophilus Kumeka & Alarudeen Aminu, 2021. "Reaction of stock market returns to COVID-19 pandemic and lockdown policy: evidence from Nigerian firms stock returns," Future Business Journal, Springer, vol. 7(1), pages 1-16, December.
    17. Edward M Feasel & Nobuyuki Kanazawa, 2013. "Sentiment toward Trading Partners and International Trade," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 39(3), pages 309-327.
    18. Baltas, Konstantinos N. & Kapetanios, George & Tsionas, Efthymios & Izzeldin, Marwan, 2017. "Liquidity creation through efficient M&As: A viable solution for vulnerable banking systems? Evidence from a stress test under a panel VAR methodology," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 36-56.
    19. Giulia Caruso & Emiliano Colantonio & Stefano Antonio Gattone, 2020. "Relationships between Renewable Energy Consumption, Social Factors, and Health: A Panel Vector Auto Regression Analysis of a Cluster of 12 EU Countries," Sustainability, MDPI, vol. 12(7), pages 1-16, April.
    20. Vale, Sofia, 2024. "House prices and credit as transmission channels from monetary policy to inequality: Evidence from OECD countries," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 293-307.

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0275498. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.