IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v23y2021i12d10.1007_s10668-021-01401-4.html
   My bibliography  Save this article

Investigating the impact of energy consumption and nitrogen fertilizer on NOx emissions in China based on the environmental Kuznets curve

Author

Listed:
  • Bingjie Xu

    (Peking University)

  • Ruoyu Zhong

    (Shenzhen University)

  • Dan Liu

    (Nanjing Agricultural University)

  • Yifeng Liu

    (Hong Kong University of Science and Technology)

Abstract

This study investigates the environmental Kuznets curve (EKC) hypothesis for 30 provinces in China from 2006 to 2015 by using energy consumption per capita and nitrogen fertilizer per capita as complementary variables of nitrogen oxides (NOx) emissions per capita. The panel unit root tests, Pedroni panel cointegration, long-term parameter estimates, and Dumitrescu–Hurlin (D–H) causality tests are used in the model. The results are consistent with the inverted U-shaped EKC hypothesis and show that the inverted U-shaped EKC exists between economic growth and NOx emissions. Energy consumption and nitrogen fertilizer has significantly positive effects on NOx emissions. These results give prominence to the need for decreasing NOx emissions and reducing energy consumption and nitrogen fertilizer. The novelty of this study is to add the nitrogen fertilizer as a new variable by a panel of 30 provinces in China covering 2006–2015 and extend the EKC model, which helps to fill the academic gap in the existing literature. Graphic abstract

Suggested Citation

  • Bingjie Xu & Ruoyu Zhong & Dan Liu & Yifeng Liu, 2021. "Investigating the impact of energy consumption and nitrogen fertilizer on NOx emissions in China based on the environmental Kuznets curve," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(12), pages 17590-17605, December.
    • Handle: RePEc:spr:endesu:v:23:y:2021:i:12:d:10.1007_s10668-021-01401-4
    DOI: 10.1007/s10668-021-01401-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-021-01401-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10668-021-01401-4?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. Abid Rashid Gill & Kuperan K. Viswanathan & Sallahuddin Hassan, 2018. "A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce green house gases (GHG) in Malaysia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(3), pages 1103-1114, June.
    2. Zhimin Zhou & Xinyue Ye & Xiangyu Ge, 2017. "The Impacts of Technical Progress on Sulfur Dioxide Kuznets Curve in China: A Spatial Panel Data Approach," Sustainability, MDPI, vol. 9(4), pages 1-27, April.
    3. 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.
    4. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    5. Khoshnava, Seyed Meysam & Rostami, Raheleh & Zin, Rosli Mohamad & Kamyab, Hesam & Abd Majid, Muhd Zaimi & Yousefpour, Alireza & Mardani, Abbas, 2020. "Green efforts to link the economy and infrastructure strategies in the context of sustainable development," Energy, Elsevier, vol. 193(C).
    6. Moataz Elshimy & Khadiga M. El-Aasar, 2020. "Carbon footprint, renewable energy, non-renewable energy, and livestock: testing the environmental Kuznets curve hypothesis for the Arab world," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6985-7012, October.
    7. Palash, S.M. & Kalam, M.A. & Masjuki, H.H. & Masum, B.M. & Rizwanul Fattah, I.M. & Mofijur, M., 2013. "Impacts of biodiesel combustion on NOx emissions and their reduction approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 473-490.
    8. Mohaddeseh Azimi & Feng Feng & Yang Yang, 2018. "Air Pollution Inequality and Its Sources in SO 2 and NO X Emissions among Chinese Provinces from 2006 to 2015," Sustainability, MDPI, vol. 10(2), pages 1-25, January.
    9. Panayotou T., 1993. "Empirical tests and policy analysis of environmental degradation at different stages of economic development," ILO Working Papers 992927783402676, International Labour Organization.
    10. Faiz Rehman & Muhammad Nasir & Faiza Kanwal, 2012. "Nexus between corruption and regional Environmental Kuznets Curve: the case of South Asian countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 14(5), pages 827-841, October.
    11. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    12. List, John A. & Gallet, Craig A., 1999. "The environmental Kuznets curve: does one size fit all?," Ecological Economics, Elsevier, vol. 31(3), pages 409-423, December.
    13. Charfeddine, Lanouar & Mrabet, Zouhair, 2017. "The impact of economic development and social-political factors on ecological footprint: A panel data analysis for 15 MENA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 138-154.
    14. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2020. "The Environmental Kuznets Curve across Australian states and territories," Energy Economics, Elsevier, vol. 90(C).
    15. Andreas Richter & John P. Burrows & Hendrik Nüß & Claire Granier & Ulrike Niemeier, 2005. "Increase in tropospheric nitrogen dioxide over China observed from space," Nature, Nature, vol. 437(7055), pages 129-132, September.
    16. 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.
    17. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    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. Haider Mahmood & Maham Furqan & Muhammad Shahid Hassan & Soumen Rej, 2023. "The Environmental Kuznets Curve (EKC) Hypothesis in China: A Review," Sustainability, MDPI, vol. 15(7), pages 1-32, April.

    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. Wang, Kuan-Min, 2012. "Modelling the nonlinear relationship between CO2 emissions from oil and economic growth," Economic Modelling, Elsevier, vol. 29(5), pages 1537-1547.
    2. Al Mamun, Md. & Sohag, Kazi & Hannan Mia, Md. Abdul & Salah Uddin, Gazi & Ozturk, Ilhan, 2014. "Regional differences in the dynamic linkage between CO2 emissions, sectoral output and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 1-11.
    3. Atwi, Majed & Barberán, Ramón & Mur, Jesús & Angulo, Ana, 2018. "CO2 Kuznets Curve Revisited: From Cross-Sections to Panel Data Models," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 40, pages 169-196.
    4. Aslanidis, Nektarios, 2009. "Environmental Kuznets Curves for Carbon Emissions: A Critical Survey," Working Papers 2072/15847, Universitat Rovira i Virgili, Department of Economics.
    5. Iftikhar Yasin & Nawaz Ahmad & M. Aslam Chaudhary, 2020. "Catechizing the Environmental-Impression of Urbanization, Financial Development, and Political Institutions: A Circumstance of Ecological Footprints in 110 Developed and Less-Developed Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 621-649, January.
    6. Roger Perman & David I. Stern, 2003. "Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(3), pages 325-347, September.
    7. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    8. Aslanidis Nektarios, 2009. "Environmental Kuznets curves for carbon emissions: A critical survey," wp.comunite 0051, Department of Communication, University of Teramo.
    9. Donatella Baiardi, 2012. "Innovation and the environmental Kuznets curve: the case of CO, NMVOCs and SOx in the Italian regions," Quaderni di Dipartimento 156, University of Pavia, Department of Economics and Quantitative Methods.
    10. Neophyta Empora, 2017. "Air pollution spillovers and U.S. state productivity growth," University of Cyprus Working Papers in Economics 06-2017, University of Cyprus Department of Economics.
    11. Bilgili, Faik & Koçak, Emrah & Bulut, Ümit, 2016. "The dynamic impact of renewable energy consumption on CO2 emissions: A revisited Environmental Kuznets Curve approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 838-845.
    12. Abdul Sattar & Temesgen Hordofa Tolassa & Muhammad Noshab Hussain & Muhammad Ilyas, 2022. "Environmental Effects of China’s Overseas Direct Investment in South Asia," SAGE Open, , vol. 12(1), pages 21582440221, February.
    13. Nektarios Aslanidis, 2009. "Environmental Kuznets Curves for Carbon Emissions: A Critical Survey," Working Papers 2009.75, Fondazione Eni Enrico Mattei.
    14. Sinha, Avik, 2016. "Trilateral association between SO2 / NO2 emission, inequality in energy intensity, and economic growth: A case of Indian cities," MPRA Paper 100010, University Library of Munich, Germany.
    15. Iftikhar Yasin & Nawaz Ahmad & Muhammad Aslam Chaudhary, 2021. "The impact of financial development, political institutions, and urbanization on environmental degradation: evidence from 59 less-developed economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6698-6721, May.
    16. Kuan-Min Wang, 2013. "The relationship between carbon dioxide emissions and economic growth: quantile panel-type analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(3), pages 1337-1366, April.
    17. Sinha, Avik & Bhattacharya, Joysankar, 2017. "Estimation of environmental Kuznets curve for SO2 emission: A case of Indian cities," MPRA Paper 100009, University Library of Munich, Germany.
    18. Richard T. Carson, 2010. "The Environmental Kuznets Curve: Seeking Empirical Regularity and Theoretical Structure," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(1), pages 3-23, Winter.
    19. Stern, David I. & Common, Michael S., 2001. "Is There an Environmental Kuznets Curve for Sulfur?," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 162-178, March.
    20. Jobert, Thomas & Karanfil, Fatih & Tykhonenko, Anna, 2013. "On the structure and form of the GDP–nuclear nexus: New perspectives and new findings," Energy Policy, Elsevier, vol. 62(C), pages 1553-1561.

    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:endesu:v:23:y:2021:i:12:d:10.1007_s10668-021-01401-4. 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.