IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v78y2022ics0301420722003300.html
   My bibliography  Save this article

The asymmetric effect of green investment, natural resources, and growth on financial inclusion in China

Author

Listed:
  • Pang, Deliang
  • Li, Kuangzhe
  • Wang, Gang
  • Ajaz, Tahseen

Abstract

The financial system plays a significant role in subsidizing an economy's adaption to environmental challenges and promoting its resilience to ecological perils in the context of financial needs. So, researchers have shifted their efforts to exploring financial development as a mitigating factor of environmental deprivation. In a similar context, the current study examines the role of green investment and natural resource rent in boosting Financial Inclusion (FI) in China from the period of 1990-to 2018. In compliance, a novel empirical estimation technique popularised, the “quantile autoregressive distributed lag” (QARDL) model, is used to assess the influence of green investment (GIN) and natural resource rent (NRR), and per capita income on the financial inclusion for China. We have used the QARDL model to overcome the drawbacks of using any conventional model such as the ARDL model. In addition, it will give us a robust approach and in-depth analysis of the issue under discussion. According to the empirical findings, green investment is positively and significantly associated with financial inclusion throughout the quantiles in the long run. Natural resource rent exerts a positive and significant influence on financial inclusion in higher quantiles in the long run. In addition, the per capita income significantly increases the financial inclusion at all quantiles. The empirical analysis explored the bi-directional causality in the selected variables. According to current empirical results, green investment and natural resource rent are the two most influential factors in boosting financial inclusion in the case of China. Hence, policies should be made on initiating new projects, green investment, and promoting natural resource rent-seeking attitude by mitigating the misuse of natural resources and refining the prevailing natural resource tax laws in China.

Suggested Citation

  • Pang, Deliang & Li, Kuangzhe & Wang, Gang & Ajaz, Tahseen, 2022. "The asymmetric effect of green investment, natural resources, and growth on financial inclusion in China," Resources Policy, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:jrpoli:v:78:y:2022:i:c:s0301420722003300
    DOI: 10.1016/j.resourpol.2022.102885
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420722003300
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.resourpol.2022.102885?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. Cho, Jin Seo & Kim, Tae-hwan & Shin, Yongcheol, 2015. "Quantile cointegration in the autoregressive distributed-lag modeling framework," Journal of Econometrics, Elsevier, vol. 188(1), pages 281-300.
    2. Halvor Mehlum & Karl Moene & Ragnar Torvik, 2006. "Institutions and the Resource Curse," Economic Journal, Royal Economic Society, vol. 116(508), pages 1-20, January.
    3. Umar, Muhammad & Ji, Xiangfeng & Mirza, Nawazish & Rahat, Birjees, 2021. "The impact of resource curse on banking efficiency: Evidence from twelve oil producing countries," Resources Policy, Elsevier, vol. 72(C).
    4. Williams, Andrew, 2011. "Shining a Light on the Resource Curse: An Empirical Analysis of the Relationship Between Natural Resources, Transparency, and Economic Growth," World Development, Elsevier, vol. 39(4), pages 490-505, April.
    5. Dwumfour, Richard Adjei & Ntow-Gyamfi, Matthew, 2018. "Natural resources, financial development and institutional quality in Africa: Is there a resource curse?," Resources Policy, Elsevier, vol. 59(C), pages 411-426.
    6. Halvor Mehlum & Karl Moene & Ragnar Torvik, 2006. "Cursed by Resources or Institutions?," The World Economy, Wiley Blackwell, vol. 29(8), pages 1117-1131, August.
    7. Guan, Jialin & Kirikkaleli, Dervis & Bibi, Ayesha & Zhang, Weike, 2020. "Natural resources rents nexus with financial development in the presence of globalization: Is the “resource curse” exist or myth?," Resources Policy, Elsevier, vol. 66(C).
    8. Mlachila, Montfort & Ouedraogo, Rasmané, 2020. "Financial development curse in resource-rich countries: The role of commodity price shocks," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 84-96.
    9. Tamat Sarmidi & Siong Hook Law & Yaghoob Jafari, 2014. "Resource Curse: New Evidence on the Role of Institutions," International Economic Journal, Taylor & Francis Journals, vol. 28(1), pages 191-206, March.
    10. Troster, Victor & Shahbaz, Muhammad & Uddin, Gazi Salah, 2018. "Renewable energy, oil prices, and economic activity: A Granger-causality in quantiles analysis," Energy Economics, Elsevier, vol. 70(C), pages 440-452.
    11. Syed Abdul Rehman Khan & Arshian Sharif & Hêriş Golpîra & Anil Kumar, 2019. "A green ideology in Asian emerging economies: From environmental policy and sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(6), pages 1063-1075, November.
    12. Zaidi, Syed Anees Haider & Wei, Zixiang & Gedikli, Ayfer & Zafar, Muhammad Wasif & Hou, Fujun & Iftikhar, Yaser, 2019. "The impact of globalization, natural resources abundance, and human capital on financial development: Evidence from thirty-one OECD countries," Resources Policy, Elsevier, vol. 64(C).
    13. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    14. Badeeb, Ramez Abubakr & Lean, Hooi Hooi & Clark, Jeremy, 2017. "The evolution of the natural resource curse thesis: A critical literature survey," Resources Policy, Elsevier, vol. 51(C), pages 123-134.
    15. Muhammad Asif Khan & Dongmin Kong & Junyi Xiang & Jian Zhang, 2020. "Impact of Institutional Quality on Financial Development: Cross-Country Evidence based on Emerging and Growth-Leading Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3829-3845, December.
    16. Anne D. Boschini & Jan Pettersson & Jesper Roine, 2007. "Resource Curse or Not: A Question of Appropriability," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(3), pages 593-617, September.
    17. Dogan, Eyup & Majeed, Muhammad Tariq & Luni, Tania, 2021. "Analyzing the impacts of geopolitical risk and economic uncertainty on natural resources rents," Resources Policy, Elsevier, vol. 72(C).
    18. Miriam Bruhn & Inessa Love, 2014. "The Real Impact of Improved Access to Finance: Evidence from Mexico," Journal of Finance, American Finance Association, vol. 69(3), pages 1347-1376, June.
    19. Satti, Saqlain Latif & Farooq, Abdul & Loganathan, Nanthakumar & Shahbaz, Muhammad, 2014. "Empirical evidence on the resource curse hypothesis in oil abundant economy," Economic Modelling, Elsevier, vol. 42(C), pages 421-429.
    20. Shahbaz, Muhammad & Naeem, Muhammad & Ahad, Muhammad & Tahir, Iqbal, 2018. "Is natural resource abundance a stimulus for financial development in the USA?," Resources Policy, Elsevier, vol. 55(C), pages 223-232.
    21. Wang, Kai-Hua & Umar, Muhammad & Akram, Rabia & Caglar, Ersin, 2021. "Is technological innovation making world "Greener"? An evidence from changing growth story of China," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    22. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    23. Sharif, Arshian & Jammazi, Rania & Raza, Syed Ali & Shahzad, Syed Jawad Hussain, 2017. "Electricity and growth nexus dynamics in Singapore : Fresh insights based on wavelet approach," Energy Policy, Elsevier, vol. 110(C), pages 686-692.
    24. Dwight Jaffee & Mark Levonian, 2001. "The Structure of Banking Systems in Developed and Transition Economies," European Financial Management, European Financial Management Association, vol. 7(2), pages 161-181, June.
    25. Xiuhua Wang & Jian Guan, 2017. "Financial inclusion: measurement, spatial effects and influencing factors," Applied Economics, Taylor & Francis Journals, vol. 49(18), pages 1751-1762, April.
    26. Joanna Ledgerwood, 2013. "The New Microfinance Handbook : A Financial Market System Perspective," World Bank Publications - Books, The World Bank Group, number 12272, December.
    27. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    28. Yuxiang, Karl & Chen, Zhongchang, 2011. "Resource abundance and financial development: Evidence from China," Resources Policy, Elsevier, vol. 36(1), pages 72-79, March.
    29. Balsalobre-Lorente, Daniel & Ibáñez-Luzón, Lucia & Usman, Muhammad & Shahbaz, Muhammad, 2022. "The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in PIIGS countries," Renewable Energy, Elsevier, vol. 185(C), pages 1441-1455.
    30. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    31. Ahsan Anwar & Avik Sinha & Arshian Sharif & Muhammad Siddique & Shoaib Irshad & Waseem Anwar & Summaira Malik, 2022. "The nexus between urbanization, renewable energy consumption, financial development, and CO2 emissions: evidence from selected Asian countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(5), pages 6556-6576, May.
    32. Chi-Wei Su & Yannong Xie & Sadaf Shahab & Ch. Muhammad Nadeem Faisal & Muhammad Hafeez & Ghulam Muhammad Qamri, 2021. "Towards Achieving Sustainable Development: Role of Technology Innovation, Technology Adoption and CO 2 Emission for BRICS," IJERPH, MDPI, vol. 18(1), pages 1-13, January.
    33. Li, Weiqing & Chien, Fengsheng & Hsu, Ching-Chi & Zhang, YunQian & Nawaz, Muhammad Atif & Iqbal, Sajid & Mohsin, Muhammad, 2021. "Nexus between energy poverty and energy efficiency: Estimating the long-run dynamics," Resources Policy, Elsevier, vol. 72(C).
    34. Yıldırım, Seda & Gedikli, Ayfer & Erdoğan, Seyfettin & Yıldırım, Durmuş Çağrı, 2020. "Natural resources rents-financial development nexus: Evidence from sixteen developing countries," Resources Policy, Elsevier, vol. 68(C).
    35. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    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. Wang, Zhe & Teng, Yin-Pei & Wu, Shuzhao & Liu, Yuxiang & Liu, Xianchang, 2023. "Geopolitical risk, financial system and natural resources extraction: Evidence from China," Resources Policy, Elsevier, vol. 82(C).
    2. Badeeb, Ramez Abubakr & Wang, Bo & Zhao, Jun & Khan, Zeeshan & Uktamov, Khusniddin Fakhriddinovich & Zhang, Changyong, 2023. "Natural resources extraction and financial inclusion: Linear and non-linear effect of natural resources on financial sector," Resources Policy, Elsevier, vol. 85(PA).
    3. Chishti, Muhammad Zubair & Patel, Ritesh, 2023. "Breaking the climate deadlock: Leveraging the effects of natural resources on climate technologies to achieve COP26 targets," Resources Policy, Elsevier, vol. 82(C).
    4. Wang, Kai-Hua & Zhao, Yan-Xin & Su, Yun Hsuan & Lobonţ, Oana-Ramona, 2023. "Energy security and CO2 emissions: New evidence from time-varying and quantile-varying aspects," Energy, Elsevier, vol. 273(C).
    5. Appiah, Michael & Li, Mingxing & Sehrish, Saba & Abaji, Emad Eddin, 2023. "Investigating the connections between innovation, natural resource extraction, and environmental pollution in OECD nations; examining the role of capital formation," Resources Policy, Elsevier, vol. 81(C).
    6. Wei, Xuecheng & Hu, Weihua, 2023. "Revisiting resources curse hypothesis in China: Exploring the asymmetric effect of green investment and green innovation," Resources Policy, Elsevier, vol. 85(PB).

    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, Zhe & Teng, Yin-Pei & Wu, Shuzhao & Liu, Yuxiang & Liu, Xianchang, 2023. "Geopolitical risk, financial system and natural resources extraction: Evidence from China," Resources Policy, Elsevier, vol. 82(C).
    2. Ali, Adnan & Ramakrishnan, Suresh & Faisal,, 2022. "Financial development and natural resources. Is there a stock market resource curse?," Resources Policy, Elsevier, vol. 75(C).
    3. Jiang, Chun & Zhang, Yadi & Kamran, Hafiz Waqas & Afshan, Sahar, 2021. "Understanding the dynamics of the resource curse and financial development in China? A novel evidence based on QARDL model," Resources Policy, Elsevier, vol. 72(C).
    4. Ali, Adnan & Ramakrishnan, Suresh & Faisal, Faisal & Ghazi H Sulimany, Hamid & Bazhair, Ayman Hassan, 2022. "Stock market resource curse: The moderating role of institutional quality," Resources Policy, Elsevier, vol. 78(C).
    5. Muhammad Atif Khan & Muhammad Asif Khan & Kishwar Ali & József Popp & Judit Oláh, 2020. "Natural Resource Rent and Finance: The Moderation Role of Institutions," Sustainability, MDPI, vol. 12(9), pages 1-23, May.
    6. Khan, Muhammad Atif & Gu, Lulu & Khan, Muhammad Asif & Oláh, Judit, 2020. "Natural resources and financial development: The role of institutional quality," Journal of Multinational Financial Management, Elsevier, vol. 56(C).
    7. Guan, Jialin & Kirikkaleli, Dervis & Bibi, Ayesha & Zhang, Weike, 2020. "Natural resources rents nexus with financial development in the presence of globalization: Is the “resource curse” exist or myth?," Resources Policy, Elsevier, vol. 66(C).
    8. Gokmenoglu, Korhan K. & Rustamov, Bezhan, 2022. "The role of the natural resource abundance in the short and long run: The case of the Kingdom of Saudi Arabia," Resources Policy, Elsevier, vol. 77(C).
    9. Hasanov, Fakhri J. & Aliyev, Ruslan & Taskin, Dilvin & Suleymanov, Elchin, 2023. "Oil rents and non-oil economic growth in CIS oil exporters. The role of financial development," Resources Policy, Elsevier, vol. 82(C).
    10. Wei, Xuecheng & Hu, Weihua, 2023. "Revisiting resources curse hypothesis in China: Exploring the asymmetric effect of green investment and green innovation," Resources Policy, Elsevier, vol. 85(PB).
    11. Adabor, Opoku, 2023. "The effect of financial development on natural gas resource rent in Ghana," Resources Policy, Elsevier, vol. 83(C).
    12. Pan, Kai & Cheng, Chengping & Kirikkaleli, Dervis & Genç, Sema Yılmaz, 2021. "Does financial risk and fiscal decentralization curb resources curse hypothesis in China? Analyzing the role of globalization," Resources Policy, Elsevier, vol. 72(C).
    13. Dogan, Eyup & Madaleno, Mara & Altinoz, Buket, 2020. "Revisiting the nexus of financialization and natural resource abundance in resource-rich countries: New empirical evidence from nine indices of financial development," Resources Policy, Elsevier, vol. 69(C).
    14. Khan, Zeeshan & Hussain, Muzzammil & Shahbaz, Muhammad & Yang, Siqun & Jiao, Zhilun, 2020. "Natural resource abundance, technological innovation, and human capital nexus with financial development: A case study of China," Resources Policy, Elsevier, vol. 65(C).
    15. Stephen T. Onifade & Bright A. Gyamfi & Ilham Haouas & Simplice A. Asongu, 2023. "Extending the Frontiers of Financial Development for Sustainability of the MENA States: The Roles of Resource Abundance and Institutional Quality," Working Papers 23/055, European Xtramile Centre of African Studies (EXCAS).
    16. Wei, Hua & Rizvi, Syed Kumail Abbas & Ahmad, Ferhana & Zhang, Yuchen, 2020. "Resource cursed or resource blessed? The role of investment and energy prices in G7 countries," Resources Policy, Elsevier, vol. 67(C).
    17. Asongu, Simplice A & Odhiambo, Nicholas M, 2023. "Governance quality and trade performance in Sub-Saharan Africa," Working Papers 29697, University of South Africa, Department of Economics.
    18. Wang, Ye, 2023. "What drives sustainable development? Evaluating the role of oil and coal resources for selected resource rich economies," Resources Policy, Elsevier, vol. 80(C).
    19. Tang, Chang & Irfan, Muhammad & Razzaq, Asif & Dagar, Vishal, 2022. "Natural resources and financial development: Role of business regulations in testing the resource-curse hypothesis in ASEAN countries," Resources Policy, Elsevier, vol. 76(C).
    20. Wang, Lu & Chang, Hsu-Ling & Sari, Arif & Sowah, James Karmoh & Cai, Xu-Yu, 2020. "Resources or development first: An interesting question for a developing country," Resources Policy, Elsevier, vol. 68(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:eee:jrpoli:v:78:y:2022:i:c:s0301420722003300. 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/inca/30467 .

    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.