IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i8p3073-d344306.html
   My bibliography  Save this article

Impact of Air Pollution Regulation and Technological Investment on Sustainable Development of Green Economy in Eastern China: Empirical Analysis with Panel Data Approach

Author

Listed:
  • Mingliang Zhao

    (School of International Economics and Trade, Shandong University of Finance and Economics, Jinan 250002, China)

  • Fangyi Liu

    (School of International Economics and Trade, Shandong University of Finance and Economics, Jinan 250002, China)

  • Yingjie Song

    (School of Finance, Shandong Technology and Business University, Yantai 264005, China)

  • Jiangbo Geng

    (School of Finance, Zhongnan University of Economics and Law, Wuhan 430073, China)

Abstract

In eastern China, where air pollution is severe and government regulations are being tightened, green economic development has become the government’s goal. This paper makes an improvement in the measurement of the Green Total Factor Productivity (GTFP) index, and an intensity measure method reciprocal of the ratio of air pollutant emissions to the GDP is adopted to estimate the level of air pollution regulation. Applying an air pollution monitoring data sample of 87 cities in eastern China, empirically tests the relationship between air pollution regulation, technological investment, and green economic growth. The positive influence of air pollution regulation on GTFP in the Beijing-Tianjin-Hebei region is higher than that in the Yangtze River Delta region. Therefore, improving the coordinated monitoring mechanism of environment and economic development can achieve co-benefits. Technological investment can promote the improvement of GTFP, but it could have a negative impact on green technology progress in the Beijing-Tianjin-Hebei region. The output efficiency of technological investment should be improved. Technological investment has a positive influence on green technology efficiency and green technology progress in the Yangtze River Delta. The robustness test suggests that the influence direction and significance of the core variables were unchanged, which supports the research conclusion.

Suggested Citation

  • Mingliang Zhao & Fangyi Liu & Yingjie Song & Jiangbo Geng, 2020. "Impact of Air Pollution Regulation and Technological Investment on Sustainable Development of Green Economy in Eastern China: Empirical Analysis with Panel Data Approach," Sustainability, MDPI, vol. 12(8), pages 1-18, April.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:8:p:3073-:d:344306
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/8/3073/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/8/3073/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lai, Xiaodong & Liu, Jixian & Shi, Qian & Georgiev, Georgi & Wu, Guangdong, 2017. "Driving forces for low carbon technology innovation in the building industry: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 299-315.
    2. Charles R. Hulten & Esra Bennathan & Sylaja Srinivasan, 2006. "Infrastructure, Externalities, and Economic Development: A Study of the Indian Manufacturing Industry," The World Bank Economic Review, World Bank, vol. 20(2), pages 291-308.
    3. Tamazian, Artur & Chousa, Juan Piñeiro & Vadlamannati, Krishna Chaitanya, 2009. "Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries," Energy Policy, Elsevier, vol. 37(1), pages 246-253, January.
    4. Sourafel Girma & Yundan Gong & Holger Görg, 2016. "Foreign Direct Investment, Access to Finance, and Innovation Activity in Chinese Enterprises," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 5, pages 79-94, World Scientific Publishing Co. Pte. Ltd..
    5. Clément Bonnet & Emmanuel Hache & Gondia Sokhna Seck & Marine Simoën & Samuel Carcanague, 2019. "Who's winning the low-carbon innovation race? An assessment of countries' leadership in renewable energy technologies," International Economics, CEPII research center, issue 160, pages 31-42.
    6. Lee, Myunghun, 2008. "Environmental regulations and market power: The case of the Korean manufacturing industries," Ecological Economics, Elsevier, vol. 68(1-2), pages 205-209, December.
    7. Das, Gouranga G. & Alavalapati, Janaki R. R. & Carter, Douglas R. & Tsigas, Marinos E., 2005. "Regional impacts of environmental regulations and technical change in the US forestry sector: a multiregional CGE analysis," Forest Policy and Economics, Elsevier, vol. 7(1), pages 25-38, January.
    8. Yang, Xue & Wang, Shaojian & Zhang, Wenzhong & Li, Jiaming & Zou, Yafeng, 2016. "Impacts of energy consumption, energy structure, and treatment technology on SO2 emissions: A multi-scale LMDI decomposition analysis in China," Applied Energy, Elsevier, vol. 184(C), pages 714-726.
    9. Michael Greenstone & John A. List & Chad Syverson, 2011. "The Effects of Environmental Regulation on the Competiveness of U.S. Manufacturing," Working Papers 11-03, Center for Economic Studies, U.S. Census Bureau.
    10. Ji, Qiang & Zhang, Dayong, 2019. "How much does financial development contribute to renewable energy growth and upgrading of energy structure in China?," Energy Policy, Elsevier, vol. 128(C), pages 114-124.
    11. Chen, Jiandong & Cheng, Shulei & Song, Malin, 2017. "Decomposing inequality in energy-related CO2 emissions by source and source increment: The roles of production and residential consumption," Energy Policy, Elsevier, vol. 107(C), pages 698-710.
    12. Laeven, Luc & Levine, Ross & Michalopoulos, Stelios, 2015. "Financial innovation and endogenous growth," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 1-24.
    13. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    14. Jeffrey Kukulski & Michael Ryan, 2011. "Investment History and Market Orientation Effects in the TFP–FDI Relationship," The World Economy, Wiley Blackwell, vol. 34(4), pages 546-567, April.
    15. Baldwin, John & Lin, Zhengxi, 2002. "Impediments to advanced technology adoption for Canadian manufacturers," Research Policy, Elsevier, vol. 31(1), pages 1-18, January.
    16. Shujing Yue & Yang Yang & Yaoyu Hu, 2016. "Does Foreign Direct Investment Affect Green Growth? Evidence from China’s Experience," Sustainability, MDPI, vol. 8(2), pages 1-14, February.
    17. Altman, Morris, 2001. "When green isn't mean: economic theory and the heuristics of the impact of environmental regulations on competitiveness and opportunity cost," Ecological Economics, Elsevier, vol. 36(1), pages 31-44, January.
    18. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    19. Färe, Rolf & Grosskopf, Shawna, 2010. "Directional distance functions and slacks-based measures of efficiency," European Journal of Operational Research, Elsevier, vol. 200(1), pages 320-322, January.
    20. Zhang, Guoxing & Deng, Nana & Mou, Haizhen & Zhang, Zhe George & Chen, Xiaofeng, 2019. "The impact of the policy and behavior of public participation on environmental governance performance: Empirical analysis based on provincial panel data in China," Energy Policy, Elsevier, vol. 129(C), pages 1347-1354.
    21. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    22. Antonietti, Roberto & Marzucchi, Alberto, 2014. "Green tangible investment strategies and export performance: A firm-level investigation," Ecological Economics, Elsevier, vol. 108(C), pages 150-161.
    23. Chen, Jiandong & Cheng, Shulei & Song, Malin & Wang, Jia, 2016. "Interregional differences of coal carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 96(C), pages 1-13.
    24. Song, Yingjie & Ji, Qiang & Du, Ya-Juan & Geng, Jiang-Bo, 2019. "The dynamic dependence of fossil energy, investor sentiment and renewable energy stock markets," Energy Economics, Elsevier, vol. 84(C).
    25. Tan-Soo, Jie-Sheng & Qin, Ping & Zhang, Xiao-Bing, 2018. "Power stations emissions externalities from avoidance behaviors towards air pollution: Evidence from Beijing," Energy Policy, Elsevier, vol. 121(C), pages 336-345.
    26. Albert G. Z. Hu & Gary H. Jefferson & Qian Jinchang, 2005. "R&D and Technology Transfer: Firm-Level Evidence from Chinese Industry," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 780-786, 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. Busra Agan & Mehmet Balcilar, 2023. "Unraveling the Green Growth Matrix: Exploring the Impact of Green Technology, Climate Change Adaptation, and Macroeconomic Factors on Sustainable Development," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
    2. Bohan Chai & Junwei Gao & Lingying Pan & Yishu Chen, 2021. "Research on the Impact Factors of Green Economy of China—From the Perspective of System and Foreign Direct Investment," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
    3. Hongjie Bao & Ling Shan & Yufei Wang & Yuehua Jiang & Cheonjae Lee & Xufeng Cui, 2021. "How Does Local Real Estate Investment Influence Neighborhood PM 2.5 Concentrations? A Spatial Econometric Analysis," Land, MDPI, vol. 10(5), pages 1-21, May.
    4. Weiwei Zhang & Shengqiang Zhang & Lan Bo & Mahfuzul Haque & Enru Liu, 2023. "Does China’s Regional Digital Economy Promote the Development of a Green Economy?," Sustainability, MDPI, vol. 15(2), pages 1-19, January.
    5. Boris Raj Borgohain & Krishna Kumar Singh, 2022. "An Empirical Analysis Using Machine Learning to Identify Features Influencing the Green Economy of India," Jindal Journal of Business Research, , vol. 11(1), pages 7-23, June.
    6. Elena Cigu & Mihai-Bogdan Petrișor & Alina-Cristina Nuță & Florian-Marcel Nuță & Ionel Bostan, 2020. "The Nexus between Financial Regulation and Green Sustainable Economy," Sustainability, MDPI, vol. 12(21), pages 1-15, October.
    7. Yuqing Geng & Mukasar Maimaituerxun & Han Zhang, 2022. "Coordinated interactions between economy and atmospheric environment: temporal–spatial comparisons from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(12), pages 13887-13916, December.

    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. Mingliang Zhao & Fangyi Liu & Wei Sun & Xin Tao, 2020. "The Relationship between Environmental Regulation and Green Total Factor Productivity in China: An Empirical Study Based on the Panel Data of 177 Cities," IJERPH, MDPI, vol. 17(15), pages 1-19, July.
    2. Zhaolong Wang & Yeqing Yang & Yu Wei, 2022. "Study on Relationship between Environmental Regulation and Green Total Factor Productivity from the Perspective of FDI—Evidence from China," Sustainability, MDPI, vol. 14(18), pages 1-16, September.
    3. Cenjie Liu & Zhongbao Zhou & Qing Liu & Rui Xie & Ximei Zeng, 2020. "Can a low-carbon development path achieve win-win development: evidence from China’s low-carbon pilot policy," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(7), pages 1199-1219, October.
    4. Du, Minzhe & Liu, Yunxiao & Wang, Bing & Lee, Myunghun & Zhang, Ning, 2021. "The sources of regulated productivity in Chinese power plants: An estimation of the restricted cost function combined with DEA approach," Energy Economics, Elsevier, vol. 100(C).
    5. Li, Hai-ling & Zhu, Xue-hong & Chen, Jin-yu & Jiang, Fei-tao, 2019. "Environmental regulations, environmental governance efficiency and the green transformation of China's iron and steel enterprises," Ecological Economics, Elsevier, vol. 165(C), pages 1-1.
    6. Xinfei Li & Chang Xu & Baodong Cheng & Jingyang Duan & Yueming Li, 2021. "Does Environmental Regulation Improve the Green Total Factor Productivity of Chinese Cities? A Threshold Effect Analysis Based on the Economic Development Level," IJERPH, MDPI, vol. 18(9), pages 1-21, April.
    7. Shen, Yiran & Liu, Chang & Sun, Xiaolei & Guo, Kun, 2023. "Investor sentiment and the Chinese new energy stock market: A risk–return perspective," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 395-408.
    8. Yu-Hong Ai & Di-Yun Peng & Huan-Huan Xiong, 2021. "Impact of Environmental Regulation Intensity on Green Technology Innovation: From the Perspective of Political and Business Connections," Sustainability, MDPI, vol. 13(9), pages 1-23, April.
    9. Wanbei Jiang & Weidong Liu, 2020. "Provincial-Level CO 2 Emissions Intensity Inequality in China: Regional Source and Explanatory Factors of Interregional and Intraregional Inequalities," Sustainability, MDPI, vol. 12(6), pages 1-16, March.
    10. Yi-Bin Chiu & Wenwen Zhang, 2023. "Moderating Effect of Financial Development on the Relationship between Renewable Energy and Carbon Emissions," Energies, MDPI, vol. 16(3), pages 1-18, February.
    11. Nor Aznin Abu Bakar & Jimoh Olajide Raji & Rana Muhammad Adeel-Farooq, 2019. "Greenfield, Mergers & Acquisitions, Energy Consumption, and Environmental Performance in selected SAARC and ASEAN countries," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 216-224.
    12. Yuping Deng & Yanrui Wu & Helian Xu, 2019. "Environmental Regulation and Export Product Quality: Evidence from Chinese Firms," Economics Discussion / Working Papers 19-14, The University of Western Australia, Department of Economics.
    13. Chen, Jiandong & Cheng, Shulei & Song, Malin, 2018. "Changes in energy-related carbon dioxide emissions of the agricultural sector in China from 2005 to 2013," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 748-761.
    14. Galloway, Emily & Johnson, Erik Paul, 2016. "Teaching an old dog new tricks: Firm learning from environmental regulation," Energy Economics, Elsevier, vol. 59(C), pages 1-10.
    15. Yahya, Farzan & Lee, Chien-Chiang, 2023. "Disentangling the asymmetric effect of financialization on the green output gap," Energy Economics, Elsevier, vol. 125(C).
    16. Solarin, Sakiru Adebola & Al-Mulali, Usama & Musah, Ibrahim & Ozturk, Ilhan, 2017. "Investigating the pollution haven hypothesis in Ghana: An empirical investigation," Energy, Elsevier, vol. 124(C), pages 706-719.
    17. 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.
    18. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    19. Benatti, Nicola & Groiss, Martin & Kelly, Petra & Lopez-Garcia, Paloma, 2024. "Environmental regulation and productivity growth in the euro area: Testing the porter hypothesis," Journal of Environmental Economics and Management, Elsevier, vol. 126(C).
    20. Lahiani, Amine & Mefteh-Wali, Salma & Shahbaz, Muhammad & Vo, Xuan Vinh, 2021. "Does financial development influence renewable energy consumption to achieve carbon neutrality in the USA?," Energy Policy, Elsevier, vol. 158(C).

    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:12:y:2020:i:8:p:3073-:d:344306. 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.