IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v127y2023ipas0140988323005558.html
   My bibliography  Save this article

Does the financial support to rural areas help to reduce carbon emissions? Evidence from China

Author

Listed:
  • Zhang, Shengling
  • Dou, Wei
  • Wu, Zihao
  • Hao, Yu

Abstract

Governance of County Carbon Emissions (CCEs) plays a pivotal role as China endeavors to align the strategies of rural revitalization with the goals of carbon peak and neutrality. This study delves into the influence of Financial Support to Rural Areas (FSRA) on CCEs, employing data from 955 counties across China. The primary findings encompass: (i) FSRA markedly influences CCEs. Specifically, both the depth and breadth of FSRA exhibit an inverted U-shaped relationship with CCEs. However, the strength of FSRA has a decidedly negative correlation. (ii) Heterogeneity analysis indicates a more pronounced effect of FSRA on CCEs reduction in China's central and western counties compared to the eastern ones. Moreover, following the receipt of loans, farmers display a greater inclination towards emission reduction behaviors than do farm-related economic entities. (iii) Mechanistic analysis elucidates that while FSRA augments CCEs through a scale effect, it curtails CCEs via the composition and technique effects. (iv) Further analysis reveals that the reform policies of Rural Credit Cooperatives (RCCs) bolster the reduction in CCEs. This effect becomes increasingly evident as the age of Rural Commercial Banks (RCBs) increases. This research serves as an empirical foundation for the progression of green inclusive finance and the green transformation of rural areas.

Suggested Citation

  • Zhang, Shengling & Dou, Wei & Wu, Zihao & Hao, Yu, 2023. "Does the financial support to rural areas help to reduce carbon emissions? Evidence from China," Energy Economics, Elsevier, vol. 127(PA).
  • Handle: RePEc:eee:eneeco:v:127:y:2023:i:pa:s0140988323005558
    DOI: 10.1016/j.eneco.2023.107057
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988323005558
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2023.107057?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. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    2. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    3. Pei Guo & Xiangping Jia, 2009. "The structure and reform of rural finance in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 1(2), pages 212-226, January.
    4. Tsai, Kellee S., 2004. "Imperfect Substitutes: The Local Political Economy of Informal Finance and Microfinance in Rural China and India," World Development, Elsevier, vol. 32(9), pages 1487-1507, September.
    5. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    6. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    7. Park, Albert & Sehrt, Kaja, 2001. "Tests of Financial Intermediation and Banking Reform in China," Journal of Comparative Economics, Elsevier, vol. 29(4), pages 608-644, December.
    8. Ang, James B., 2010. "Research, technological change and financial liberalization in South Korea," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 457-468, March.
    9. Tang, Le & Sun, Shiyu, 2022. "Fiscal incentives, financial support for agriculture, and urban-rural inequality," International Review of Financial Analysis, Elsevier, vol. 80(C).
    10. Pei Guo & Xiangping Jia, 2009. "The structure and reform of rural finance in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 1(2), pages 212-226, January.
    11. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    12. Wang, Keying & Wu, Meng & Sun, Yongping & Shi, Xunpeng & Sun, Ao & Zhang, Ping, 2019. "Resource abundance, industrial structure, and regional carbon emissions efficiency in China," Resources Policy, Elsevier, vol. 60(C), pages 203-214.
    13. Dominik Wiedenhofer & Dabo Guan & Zhu Liu & Jing Meng & Ning Zhang & Yi-Ming Wei, 2017. "Unequal household carbon footprints in China," Nature Climate Change, Nature, vol. 7(1), pages 75-80, January.
    14. Kanamura, Takashi, 2020. "Are green bonds environmentally friendly and good performing assets?," Energy Economics, Elsevier, vol. 88(C).
    15. Boutabba, Mohamed Amine, 2014. "The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy," Economic Modelling, Elsevier, vol. 40(C), pages 33-41.
    16. Yingyu Zhu & Yan Zhang & Huilan Piao, 2022. "Does Agricultural Mechanization Improve the Green Total Factor Productivity of China’s Planting Industry?," Energies, MDPI, vol. 15(3), pages 1-20, January.
    17. Sherry Tao Kong & Nicholas Loubere, 2021. "Digitally Down to the Countryside: Fintech and Rural Development in China," Journal of Development Studies, Taylor & Francis Journals, vol. 57(10), pages 1739-1754, October.
    18. Saint-Paul, Gilles, 1992. "Technological choice, financial markets and economic development," European Economic Review, Elsevier, vol. 36(4), pages 763-781, May.
    19. 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.
    20. Qian, Meijun & Huang, Yasheng, 2016. "Political institutions, entrenchments, and the sustainability of economic development – A lesson from rural finance," China Economic Review, Elsevier, vol. 40(C), pages 152-178.
    21. Wang, Xiuhua & Wang, Yipeng & Zhao, Yaxiong, 2022. "Financial permeation and rural poverty reduction Nexus: Further insights from counties in China," China Economic Review, Elsevier, vol. 76(C).
    22. Xiuquan Huang & Xiaocang Xu & Qingqing Wang & Lu Zhang & Xin Gao & Linhong Chen, 2019. "Assessment of Agricultural Carbon Emissions and Their Spatiotemporal Changes in China, 1997–2016," IJERPH, MDPI, vol. 16(17), pages 1-15, August.
    23. Paramati, Sudharshan Reddy & Mo, Di & Huang, Ruixian, 2021. "The role of financial deepening and green technology on carbon emissions: Evidence from major OECD economies," Finance Research Letters, Elsevier, vol. 41(C).
    24. Agnello, Luca & Mallick, Sushanta K. & Sousa, Ricardo M., 2012. "Financial reforms and income inequality," Economics Letters, Elsevier, vol. 116(3), pages 583-587.
    25. Yue-Jun Zhang & Zhao Liu & Huan Zhang & Tai-De Tan, 2014. "The impact of economic growth, industrial structure and urbanization on carbon emission intensity in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 73(2), pages 579-595, September.
    26. Turvey, Calum G. & Kong, Rong, 2010. "Informal lending amongst friends and relatives: Can microcredit compete in rural China?," China Economic Review, Elsevier, vol. 21(4), pages 544-556, December.
    27. Mohamed Amine Boutabba, 2014. "The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy," Post-Print hal-02877966, HAL.
    28. Yong Zhu & Congjia Huo, 2022. "The Impact of Agricultural Production Efficiency on Agricultural Carbon Emissions in China," Energies, MDPI, vol. 15(12), pages 1-22, June.
    29. Bourguignon, Francois & Morrisson, Christian, 1998. "Inequality and development: the role of dualism," Journal of Development Economics, Elsevier, vol. 57(2), pages 233-257.
    30. Zhang, Dongyang, 2022. "Does the green loan policy boost greener production? – Evidence from Chinese firms," Emerging Markets Review, Elsevier, vol. 51(PB).
    31. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    32. 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.
    33. Jiang, Lu & Yu, Lu & Xue, Bing & Chen, Xingpeng & Mi, Zhifu, 2020. "Who is energy poor? Evidence from the least developed regions in China," Energy Policy, Elsevier, vol. 137(C).
    34. Anthony Lamb & Rhys Green & Ian Bateman & Mark Broadmeadow & Toby Bruce & Jennifer Burney & Pete Carey & David Chadwick & Ellie Crane & Rob Field & Keith Goulding & Howard Griffiths & Astley Hastings , 2016. "The potential for land sparing to offset greenhouse gas emissions from agriculture," Nature Climate Change, Nature, vol. 6(5), pages 488-492, May.
    35. Mirza, Faisal Mehmood & Kanwal, Afra, 2017. "Energy consumption, carbon emissions and economic growth in Pakistan: Dynamic causality analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1233-1240.
    36. Valentina Hartarska & Denis Nadolnyak & Xuan Shen, 2015. "Agricultural credit and economic growth in rural areas," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 75(3), pages 302-312, September.
    Full references (including those not matched with items on IDEAS)

    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. Rafindadi, Abdulkadir Abdulrashid, 2016. "Does the need for economic growth influence energy consumption and CO2 emissions in Nigeria? Evidence from the innovation accounting test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1209-1225.
    2. Xueyang Liu & Xiaoxing Liu, 2021. "Can Financial Development Curb Carbon Emissions? Empirical Test Based on Spatial Perspective," Sustainability, MDPI, vol. 13(21), pages 1-19, October.
    3. Ahmed Imran Hunjra & Tahar Tayachi & Muhammad Irfan Chani & Peter Verhoeven & Asad Mehmood, 2020. "The Moderating Effect of Institutional Quality on the Financial Development and Environmental Quality Nexus," Sustainability, MDPI, vol. 12(9), pages 1-13, May.
    4. Shahbaz, Muhammad & Shahzad, Syed Jawad Hussain & Ahmad, Nawaz & Alam, Shaista, 2016. "Financial development and environmental quality: The way forward," Energy Policy, Elsevier, vol. 98(C), pages 353-364.
    5. Zhang, Wenwen & Chiu, Yi-Bin, 2020. "Do country risks influence carbon dioxide emissions? A non-linear perspective," Energy, Elsevier, vol. 206(C).
    6. Zhao, Jing & Zhao, Ziru & Zhang, Huan, 2021. "The impact of growth, energy and financial development on environmental pollution in China: New evidence from a spatial econometric analysis," Energy Economics, Elsevier, vol. 93(C).
    7. Kim, Dong-Hyeon & Wu, Yi-Chen & Lin, Shu-Chin, 2020. "Carbon dioxide emissions and the finance curse," Energy Economics, Elsevier, vol. 88(C).
    8. Shahbaz, Muhammad & Haouas, Ilham & SBIA, Rashid & Ozturk, Ilhan, 2018. "Financial Development-Environmental Degradation Nexus in the United Arab Emirates: The Importance of Growth, Globalization and Structural Breaks," MPRA Paper 87365, University Library of Munich, Germany, revised 11 Jun 2018.
    9. 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.
    10. Ling Xiong & Shaozhou Qi, 2018. "Financial Development And Carbon Emissions In Chinese Provinces: A Spatial Panel Data Analysis," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(02), pages 447-464, March.
    11. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    12. Mansor H. Ibrahim, 2018. "Trade–finance complementarity and carbon emission intensity: panel evidence from middle-income countries," Environment Systems and Decisions, Springer, vol. 38(4), pages 489-500, December.
    13. 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.
    14. Md. Golam Kibria & Ismay Jahan & Jannatul Mawa, 2021. "Asymmetric effect of financial development and energy consumption on environmental degradation in South Asia? New evidence from non-linear ARDL analysis," SN Business & Economics, Springer, vol. 1(4), pages 1-18, April.
    15. Jamal Sekali & Mohamed Bouzahzah, 2019. "Financial Development and Environmental Quality: Empirical Evidence for Morocco," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 67-74.
    16. Ngo, Thanh & Trinh, Hai Hong & Haouas, Ilham & Ullah, Subhan, 2022. "Examining the bidirectional nexus between financial development and green growth: International evidence through the roles of human capital and education expenditure," Resources Policy, Elsevier, vol. 79(C).
    17. Charfeddine, Lanouar & Ben Khediri, Karim, 2016. "Financial development and environmental quality in UAE: Cointegration with structural breaks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1322-1335.
    18. Magdalena Ziolo & Krzysztof Kluza & Anna Spoz, 2019. "Impact of Sustainable Financial and Economic Development on Greenhouse Gas Emission in the Developed and Converging Economies," Energies, MDPI, vol. 12(23), pages 1-30, November.
    19. 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.
    20. Qu, Chenyao & Shao, Jun & Shi, Zhenkai, 2020. "Does financial agglomeration promote the increase of energy efficiency in China?," Energy Policy, Elsevier, vol. 146(C).

    More about this item

    Keywords

    Financial support to rural areas; County carbon emissions; County-level financial institutions; Rural revitalization;
    All these keywords.

    JEL classification:

    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance
    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development

    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:eee:eneeco:v:127:y:2023:i:pa:s0140988323005558. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.