IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_11237.html
   My bibliography  Save this paper

Financial Inclusion and Threshold Effects in Carbon Emissions

Author

Listed:
  • Nidhaleddine Ben Cheikh
  • Christophe Rault

Abstract

While the financial inclusion would induce greater pollutant emissions through its impact of economic activity, the increased access to financial services may unleash investments in green technologies. This papier investigates whether the financial inclusion influences the dynamic of carbon dioxide (CO2) emissions in a sample of 70 countries during the last decade. We implement panel threshold techniques to explore the possible regime shifts in the environmental quality. Our results reveal that an increased financial access impacts air pollution depending on the level of economic development. While financial inclusion would increase CO2 emissions under lower-income regimes, the environment quality seems to be enhanced with more inclusiveness at later stages of development. Sounder environmental policies are needed for less developed countries to align financial inclusion initiatives with sustainable economic development.

Suggested Citation

  • Nidhaleddine Ben Cheikh & Christophe Rault, 2024. "Financial Inclusion and Threshold Effects in Carbon Emissions," CESifo Working Paper Series 11237, CESifo.
    • Handle: RePEc:ces:ceswps:_11237
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp11237.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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).
    2. Nidhaleddine Ben Cheikh & Younes Ben Zaied, 2021. "A new look at carbon dioxide emissions in MENA countries," Climatic Change, Springer, vol. 166(3), pages 1-22, June.
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. Felix Rioja & Neven Valev, 2004. "Finance and the Sources of Growth at Various Stages of Economic Development," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 127-140, January.
    5. Jörg Breitung & Samarjit Das, 2005. "Panel unit root tests under cross‐sectional dependence," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 59(4), pages 414-433, November.
    6. Yang, Haisheng & He, Jie & Chen, Shaoling, 2015. "The fragility of the Environmental Kuznets Curve: Revisiting the hypothesis with Chinese data via an “Extreme Bound Analysis”," Ecological Economics, Elsevier, vol. 109(C), pages 41-58.
    7. Asongu, Simplice A. & Le Roux, Sara & Biekpe, Nicholas, 2018. "Enhancing ICT for environmental sustainability in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 209-216.
    8. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    9. Yannick L’Horty & Christophe Rault, 2003. "Les causes du chômage en France. Une ré-estimation du modèle ws-ps," Revue économique, Presses de Sciences-Po, vol. 54(2), pages 271-294.
    10. Nizam, Rosmah & Karim, Zulkefly Abdul & Sarmidi, Tamat & Rahman, Aisyah Abdul, 2021. "Financial Inclusion And Firm Growth In Asean-5 Countries: A New Evidence Using Threshold Regression," Finance Research Letters, Elsevier, vol. 41(C).
    11. Beck, Thorsten & Chen, Tao & Lin, Chen & Song, Frank M., 2016. "Financial innovation: The bright and the dark sides," Journal of Banking & Finance, Elsevier, vol. 72(C), pages 28-51.
    12. Bimonte, Salvatore & Stabile, Arsenio, 2017. "Land consumption and income in Italy: a case of inverted EKC," Ecological Economics, Elsevier, vol. 131(C), pages 36-43.
    13. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    14. Fareed, Zeeshan & Rehman, Mubeen Abdur & Adebayo, Tomiwa Sunday & Wang, Yihan & Ahmad, Munir & Shahzad, Farrukh, 2022. "Financial inclusion and the environmental deterioration in Eurozone: The moderating role of innovation activity," Technology in Society, Elsevier, vol. 69(C).
    15. Cai, Xuesen & Wei, Changjing, 2023. "Does financial inclusion and renewable energy impede environmental quality: Empirical evidence from BRI countries," Renewable Energy, Elsevier, vol. 209(C), pages 481-490.
    16. Ben Cheikh, Nidhaleddine & Ben Zaied, Younes, 2024. "Does geopolitical uncertainty matter for the diffusion of clean energy?," Energy Economics, Elsevier, vol. 132(C).
    17. Deidda, Luca & Fattouh, Bassam, 2002. "Non-linearity between finance and growth," Economics Letters, Elsevier, vol. 74(3), pages 339-345, February.
    18. Abdul Karim, Zulkefly & Nizam, Rosmah & Law, Siong Hook & Hassan, M. Kabir, 2022. "Does Financial Inclusiveness Affect Economic Growth? New Evidence Using a Dynamic Panel Threshold Regression," Finance Research Letters, Elsevier, vol. 46(PA).
    19. 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).
    20. Ho‐Chuan Huang & Shu‐Chin Lin, 2009. "Non‐linear finance–growth nexus," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(3), pages 439-466, July.
    21. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    22. Ben Lahouel, Béchir & Taleb, Lotfi & Ben Zaied, Younes & Managi, Shunsuke, 2021. "Does ICT change the relationship between total factor productivity and CO2 emissions? Evidence based on a nonlinear model," Energy Economics, Elsevier, vol. 101(C).
    23. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    24. Usman, Ahmed & Ozturk, Ilhan & Ullah, Sana & Hassan, Ali, 2021. "Does ICT have symmetric or asymmetric effects on CO2 emissions? Evidence from selected Asian economies," Technology in Society, Elsevier, vol. 67(C).
    25. Arouri, Mohamed El Hedi & Ben Youssef, Adel & M'henni, Hatem & Rault, Christophe, 2012. "Energy consumption, economic growth and CO2 emissions in Middle East and North African countries," Energy Policy, Elsevier, vol. 45(C), pages 342-349.
    26. Fu-Sheng Hung, 2009. "Explaining the nonlinear effects of financial development on economic growth," Journal of Economics, Springer, vol. 97(1), pages 41-65, May.
    27. Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
    28. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    29. Law, Siong Hook & Azman-Saini, W.N.W. & Ibrahim, Mansor H., 2013. "Institutional quality thresholds and the finance – Growth nexus," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5373-5381.
    30. Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2021. "Financial inclusion: Measures and applications to Africa," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 365-379.
    31. Shahbaz, Muhammad & Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China," Energy Economics, Elsevier, vol. 107(C).
    32. Daud, Siti Nurazira Mohd & Ahmad, Abd Halim, 2023. "Financial inclusion, economic growth and the role of digital technology," Finance Research Letters, Elsevier, vol. 53(C).
    33. Amrita Chatterjee, 2020. "Financial inclusion, information and communication technology diffusion, and economic growth: a panel data analysis," Information Technology for Development, Taylor & Francis Journals, vol. 26(3), pages 607-635, July.
    34. Ben Cheikh, Nidhaleddine & Ben Zaied, Younes & Chevallier, Julien, 2021. "On the nonlinear relationship between energy use and CO2 emissions within an EKC framework: Evidence from panel smooth transition regression in the MENA region," Research in International Business and Finance, Elsevier, vol. 55(C).
    35. Wang, Wencheng & Ning, Zinan & Shu, Yang & Riti, Miriam-Kamah J. & Riti, Joshua Sunday, 2023. "ICT interaction with trade, FDI and financial inclusion on inclusive growth in top African nations ranked by ICT development," Telecommunications Policy, Elsevier, vol. 47(4).
    36. Pradhan, Rudra P. & Arvin, Mak B. & Nair, Mahendhiran S. & Hall, John H. & Bennett, Sara E., 2021. "Sustainable economic development in India: The dynamics between financial inclusion, ICT development, and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    37. Amponsah, Mary & Agbola, Frank W. & Mahmood, Amir, 2021. "The impact of informality on inclusive growth in Sub-Saharan Africa: Does financial inclusion matter?," Journal of Policy Modeling, Elsevier, vol. 43(6), pages 1259-1286.
    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. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    2. Ho, Sy-Hoa & Saadaoui, Jamel, 2022. "Bank credit and economic growth: A dynamic threshold panel model for ASEAN countries," International Economics, Elsevier, vol. 170(C), pages 115-128.
    3. Dombi, Akos & Grigoriadis, Theocharis & Zhu, Junbing, 2020. "Antiquity and capitalism: The finance-growth perspective," Discussion Papers 2020/9, Free University Berlin, School of Business & Economics.
    4. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    5. Oro, Oro Ufuo & Alagidede, Paul, 2018. "The Nature of the finance–growth relationship: Evidence from a panel of oil-producing countries," Economic Analysis and Policy, Elsevier, vol. 60(C), pages 89-102.
    6. Slesman, Ly & Baharumshah, Ahmad Zubaidi & Azman-Saini, W.N.W., 2019. "Political institutions and finance-growth nexus in emerging markets and developing countries: A tale of one threshold," The Quarterly Review of Economics and Finance, Elsevier, vol. 72(C), pages 80-100.
    7. Ng, Adam & Dewandaru, Ginanjar & Ibrahim, Mansor H., 2015. "Property rights and the stock market-growth nexus," The North American Journal of Economics and Finance, Elsevier, vol. 32(C), pages 48-63.
    8. Alessio Ciarlone, 2019. "The relationship between financial development and growth: the case of emerging Europe," Questioni di Economia e Finanza (Occasional Papers) 521, Bank of Italy, Economic Research and International Relations Area.
    9. Ma, Qiang & Li, Sa & Aslam, Misbah & Ali, Naveed & Alamri, Ahmad Mohammed, 2023. "Extraction of natural resources and sustainable renewable energy: COP26 target in the context of financial inclusion," Resources Policy, Elsevier, vol. 82(C).
    10. Siddiki, Jalal & Bala-Keffi, Ladi R., 2024. "Revisiting the relation between financial inclusion and economic growth: a global analysis using panel threshold regression," Economic Modelling, Elsevier, vol. 135(C).
    11. Dombi, Ákos & Grigoriadis, Theocharis N. & Zhu, Junbing, 2024. "Antiquity, capitalism & development: The finance-growth perspective," Emerging Markets Review, Elsevier, vol. 59(C).
    12. Ruiz, Jose L., 2018. "Financial development, institutional investors, and economic growth," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 218-224.
    13. Mohd Daud, Siti Nurazira & Ahmad, Abd Halim & Trinugroho, Irwan, 2024. "Financial inclusion, digital technology, and economic growth: Further evidence," Research in International Business and Finance, Elsevier, vol. 70(PB).
    14. Abdul Bahri, Elya Nabila & Mohd Nor, Abu Hassan Shaari & Sarmidi, Tamat & Haji Mohd Nor, Nor Hakimah, 2018. "Nonlinear Relationship between Financial Development and Economic Growth: Evidence from Post Global Financial Crisis Panel Data," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 15-30.
    15. Dombi, Akos & Grigoriadis, Theocharis, 2017. "Ancestry, Diversity & Finance: Evidence from Transition Economies," Discussion Papers 2017/4, Free University Berlin, School of Business & Economics.
    16. Walid Benayed & Nouha Bougharriou & Foued Badr Gabsi, 2020. "The threshold effect of political institutions on the finance-growth nexus: Evidence from Sub-Saharan Africa," Economics Bulletin, AccessEcon, vol. 40(3), pages 2484-2493.
    17. Huang, Hongyun & Mbanyele, William & Fan, Shuangshuang & Zhao, Xin, 2022. "Digital financial inclusion and energy-environment performance: What can learn from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 342-366.
    18. Clement Olalekan Olaniyi, 2022. "On the transmission mechanisms in the finance–growth nexus in Southern African countries: Does institution matter?," Economic Change and Restructuring, Springer, vol. 55(1), pages 153-191, February.
    19. Cristian Barra & Nazzareno Ruggiero, 2021. "The role of nonlinearity on the financial development–economic performance nexus: an econometric application to Italian banks," Empirical Economics, Springer, vol. 60(5), pages 2293-2322, May.
    20. Law, Siong Hook & Azman-Saini, W.N.W. & Ibrahim, Mansor H., 2013. "Institutional quality thresholds and the finance – Growth nexus," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5373-5381.

    More about this item

    Keywords

    financial inclusion; carbon emissions; panel threshold modelling;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ces:ceswps:_11237. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.html .

    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.