IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v8y2016i10p1021-d80393.html
   My bibliography  Save this article

The Non-Linear Effect of Chinese Financial Developments on Energy Supply Structures

Author

Listed:
  • Jian Chai

    (International Business School, Shaanxi Normal University, Xi’an 710119, China
    School of Economics and Management, Xidian University, Xi’an 710126, China
    Institute of Cross-Process Perception and Control, Shaanxi Normal University, Xi’an 710119, China)

  • Limin Xing

    (International Business School, Shaanxi Normal University, Xi’an 710119, China
    Institute of Cross-Process Perception and Control, Shaanxi Normal University, Xi’an 710119, China)

  • Quanying Lu

    (International Business School, Shaanxi Normal University, Xi’an 710119, China
    Institute of Cross-Process Perception and Control, Shaanxi Normal University, Xi’an 710119, China)

  • Ting Liang

    (International Business School, Shaanxi Normal University, Xi’an 710119, China
    Institute of Cross-Process Perception and Control, Shaanxi Normal University, Xi’an 710119, China)

  • Kin Keung Lai

    (International Business School, Shaanxi Normal University, Xi’an 710119, China
    Institute of Cross-Process Perception and Control, Shaanxi Normal University, Xi’an 710119, China
    Department of Management Sciences, City University of Hong Kong, Hongkong, China)

  • Shouyang Wang

    (Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 10080, China)

Abstract

Currently, oversupply coal and coal-based power in China poses a great challenge to energy structure optimization and emissions reduction. The energy industry, however, is closely linked to the financial sector. In view of this, using a non-linear Panel Smooth Transition Regression (PSTR) model, this paper examines the threshold effects of financial developments on energy supply structures for 17 energy supply provinces in China observed over 2000–2014. The main results are: (1) The ratio of coal supply (LCSR) specification is seen to be a four-regime PSTR model with added value in the financial industry/GDP (LFIR) as the threshold variable. The LFIR and LCSR show a positive correlation, and the elastic coefficients change between 0.02 and ~0.085; the impact of financial institutions’ loan balance/GDP (LLAN) on LCSR takes on an inverse U-shaped curve: first positive, then negative, and again positive with the financial crisis in 2008 as the turning point; (2) The ratio of thermal power generation (LTPG) specification is seen to be a two-regime PSTR model with investment in the coal industry/GDP (LCIR) as the threshold variable. Results show that LFIR has a negative effect on LTPG, and the coefficients in the low regime tend to be 0.344%, then gradually decrease to 0.051% in the high regime. The influence of LLAN on the LTPG is positive before and negative after the financial crisis. The influence of the foreign direct investment GDP proportion (LFDI, the degree of financial openness) on the LCSR and LTPG both remain negative. Therefore, in the process of formulating energy conservation policies and adjusting energy-intensive industrial structures, the government should fully consider the effect of financial developments.

Suggested Citation

  • Jian Chai & Limin Xing & Quanying Lu & Ting Liang & Kin Keung Lai & Shouyang Wang, 2016. "The Non-Linear Effect of Chinese Financial Developments on Energy Supply Structures," Sustainability, MDPI, vol. 8(10), pages 1-21, October.
  • Handle: RePEc:gam:jsusta:v:8:y:2016:i:10:p:1021-:d:80393
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/8/10/1021/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/8/10/1021/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dick van Dijk & Timo Terasvirta & Philip Hans Franses, 2002. "Smooth Transition Autoregressive Models — A Survey Of Recent Developments," Econometric Reviews, Taylor & Francis Journals, vol. 21(1), pages 1-47.
    2. Aslanidis, Nektarios & Xepapadeas, Anastasios, 2008. "Regime switching and the shape of the emission-income relationship," Economic Modelling, Elsevier, vol. 25(4), pages 731-739, July.
    3. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    4. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    5. Gilbert Colletaz & Christophe Hurlin, 2006. "Threshold Effects in the Public Capital Productivity: an International Panel Smooth Transition Approach," Post-Print halshs-00257487, HAL.
    6. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    7. Eggoh C. Jude, 2010. "Financial Development And Growth: A Panel Smooth Regression Approach," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 35(1), pages 15-33, March.
    8. Islam, Faridul & Shahbaz, Muhammad & Ahmed, Ashraf U. & Alam, Md. Mahmudul, 2013. "Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis," Economic Modelling, Elsevier, vol. 30(C), pages 435-441.
    9. Deidda, Luca & Fattouh, Bassam, 2002. "Non-linearity between finance and growth," Economics Letters, Elsevier, vol. 74(3), pages 339-345, February.
    10. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    11. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    12. Feyyaz ZEREN & Mustafa KOC, 2014. "The Nexus between Energy Consumption and Financial Development with Asymmetric Causality Test: New Evidence from Newly Industrialized Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 4(1), pages 83-91.
    13. Djeneba DOUMBIA, 2016. "Financial Development and Economic Growth in 43 advanced and developing economies over the period 1975–2009: Evidence of non-linearity," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 16(1), pages 13-22.
    14. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    15. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    16. Furuoka, Fumitaka, 2015. "Financial development and energy consumption: Evidence from a heterogeneous panel of Asian countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 430-444.
    17. Lee, Chien-Chiang & Chiu, Yi-Bin, 2011. "Electricity demand elasticities and temperature: Evidence from panel smooth transition regression with instrumental variable approach," Energy Economics, Elsevier, vol. 33(5), pages 896-902, September.
    18. Levine, Ross & Zervos, Sara, 1998. "Capital Control Liberalization and Stock Market Development," World Development, Elsevier, vol. 26(7), pages 1169-1183, July.
    19. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    20. 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.
    21. Lee, Chien-Chiang & Chiu, Yi-Bin, 2013. "Modeling OECD energy demand: An international panel smooth transition error-correction model," International Review of Economics & Finance, Elsevier, vol. 25(C), pages 372-383.
    22. Doytch, Nadia & Narayan, Seema, 2016. "Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption," Energy Economics, Elsevier, vol. 54(C), pages 291-301.
    23. Mielnik, Otavio & Goldemberg, Jose, 2002. "Foreign direct investment and decoupling between energy and gross domestic product in developing countries," Energy Policy, Elsevier, vol. 30(2), pages 87-89, January.
    24. Granger, Clive W. J. & Terasvirta, Timo, 1993. "Modelling Non-Linear Economic Relationships," OUP Catalogue, Oxford University Press, number 9780198773207.
    25. Chang, Shu-Chen, 2015. "Effects of financial developments and income on energy consumption," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 28-44.
    26. Jonathan Batten & Xuan Vinh Vo, 2009. "An analysis of the relationship between foreign direct investment and economic growth," Applied Economics, Taylor & Francis Journals, vol. 41(13), pages 1621-1641.
    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. Chao Bi & Minna Jia & Jingjing Zeng, 2019. "Nonlinear Effect of Public Infrastructure on Energy Intensity in China: A Panel Smooth Transition Regression Approach," Sustainability, MDPI, vol. 11(3), pages 1-21, January.

    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. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    2. Yue, Shujing & Lu, Rou & Shen, Yongchang & Chen, Hongtao, 2019. "How does financial development affect energy consumption? Evidence from 21 transitional countries," Energy Policy, Elsevier, vol. 130(C), pages 253-262.
    3. Ouyang, Yaofu & Li, Peng, 2018. "On the nexus of financial development, economic growth, and energy consumption in China: New perspective from a GMM panel VAR approach," Energy Economics, Elsevier, vol. 71(C), pages 238-252.
    4. Faris Alshubiri & Mohamed Elheddad & Syed Ahsan Jamil & Nassima Djellouli, 2021. "The impacts of financial depth and foreign direct investment on the green and non-green energy consumption of OPEC members," SN Business & Economics, Springer, vol. 1(6), pages 1-29, June.
    5. Chiu, Yi-Bin & Lee, Chien-Chiang, 2020. "Effects of financial development on energy consumption: The role of country risks," Energy Economics, Elsevier, vol. 90(C).
    6. Durusu-Ciftci, Dilek & Soytas, Ugur & Nazlioglu, Saban, 2020. "Financial development and energy consumption in emerging markets: Smooth structural shifts and causal linkages," Energy Economics, Elsevier, vol. 87(C).
    7. Uddin, Md. Kamal & Pan, Xiongfeng & Saima, Umme & Zhang, Chengming, 2022. "Influence of financial development on energy intensity subject to technological innovation: Evidence from panel threshold regression," Energy, Elsevier, vol. 239(PD).
    8. Doytch, Nadia & Elheddad, Mohamed & Hammoudeh, Shawkat, 2023. "The financial Kuznets curve of energy consumption: Global evidence," Energy Policy, Elsevier, vol. 177(C).
    9. Islam, Md. Monirul & Irfan, Muhammad & Shahbaz, Muhammad & Vo, Xuan Vinh, 2022. "Renewable and non-renewable energy consumption in Bangladesh: The relative influencing profiles of economic factors, urbanization, physical infrastructure and institutional quality," Renewable Energy, Elsevier, vol. 184(C), pages 1130-1149.
    10. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    11. Jian Chai & Ting Liang & Xiaoyang Zhou & Yunxiao Ye & Limin Xing & Kin Keung Lai, 2016. "Natural Gas Consumption of Emerging Economies in the Industrialization Process," Sustainability, MDPI, vol. 8(11), pages 1-16, October.
    12. Muhammad Shahbaz & Mehmet Akif Destek & Michael L. Polemis, 2018. "Do Foreign Capital and Financial Development Affect Clean Energy Consumption and Carbon Emissions? Evidence from BRICS and Next-11 Countries," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 68(4), pages 20-50, October-D.
    13. Chang, Shu-Chen, 2015. "Effects of financial developments and income on energy consumption," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 28-44.
    14. Roubaud, David & Shahbaz, Muhammad, 2018. "Financial Development, Economic Growth, and Electricity Demand: A Sector Analysis of an Emerging Economy," MPRA Paper 87212, University Library of Munich, Germany, revised 06 Jun 2018.
    15. Paramati, Sudharshan Reddy & Mo, Di & Gupta, Rakesh, 2017. "The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries," Energy Economics, Elsevier, vol. 66(C), pages 360-371.
    16. Paramati, Sudharshan Reddy & Alam, Md Samsul & Apergis, Nicholas, 2018. "The role of stock markets on environmental degradation: A comparative study of developed and emerging market economies across the globe," Emerging Markets Review, Elsevier, vol. 35(C), pages 19-30.
    17. Gaies, Brahim & Kaabia, Olfa & Ayadi, Rim & Guesmi, Khaled & Abid, Ilyes, 2019. "Financial development and energy consumption: Is the MENA region different?," Energy Policy, Elsevier, vol. 135(C).
    18. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    19. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    20. 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.

    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:8:y:2016:i:10:p:1021-:d:80393. 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.