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Does financial inclusion impact CO2 emissions? Evidence from Asia

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  • Le, Thai-Ha
  • Le, Ha-Chi
  • Taghizadeh-Hesary, Farhad

Abstract

This study examines the impact of financial inclusion on CO2 emissions using a sample of 31 Asian countries during the period 2004–2014. Three composite indicators for financial inclusion are constructed using principal component analysis (PCA) based on normalized variables. To estimate the model, we adopted the Hoechle (2007) procedure which produces Driscoll-Kraay standard errors for linear panel models that are not only heteroskedasticity consistent but also robust to general forms of cross-sectional dependence. We find that income, energy consumption, industrialization, urbanization, FDI and financial inclusion appear to have led to higher emissions of CO2 in the region. Meanwhile, increased openness to trade seems to have reduced CO2 emissions. The findings are qualitatively robust to different proxies of financial inclusions and reasonable modifications to specification of the model. The empirical results imply that there are currently no policy synergies between growing financial inclusion and mitigating CO2 emissions. Thus, financial inclusion should be integrated into climate change adaptation strategies at local, national and regional levels, especially to address the side effect of higher CO2 emissions associated with improved financial inclusion.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:finlet:v:34:y:2020:i:c:s1544612319314345
    DOI: 10.1016/j.frl.2020.101451
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    1. Mazza, Paolo & Petitjean, Mikael, 2015. "How integrated is the European carbon derivatives market?," Finance Research Letters, Elsevier, vol. 15(C), pages 18-30.
    2. Le, Thai-Ha & Quah, Euston, 2018. "Income level and the emissions, energy, and growth nexus: Evidence from Asia and the Pacific," International Economics, Elsevier, vol. 156(C), pages 193-205.
    3. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    4. Charfeddine, Lanouar & Kahia, Montassar, 2019. "Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: A panel vector autoregressive (PVAR) analysis," Renewable Energy, Elsevier, vol. 139(C), pages 198-213.
    5. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    6. 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.
    7. Zhang, Chuanguo & Zhou, Xiangxue, 2016. "Does foreign direct investment lead to lower CO2 emissions? Evidence from a regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 943-951.
    8. Ozturk, Ilhan & Acaravci, Ali, 2013. "The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey," Energy Economics, Elsevier, vol. 36(C), pages 262-267.
    9. 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.
    10. Liu, Xinghe & Wang, Enxian & Cai, Danting, 2019. "Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 129-135.
    11. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    12. Sadorsky, Perry, 2013. "Do urbanization and industrialization affect energy intensity in developing countries?," Energy Economics, Elsevier, vol. 37(C), pages 52-59.
    13. Sadorsky, Perry, 2014. "The effect of urbanization on CO2 emissions in emerging economies," Energy Economics, Elsevier, vol. 41(C), pages 147-153.
    14. Baulch, Bob & Duong Do, Thuy & Le, Thai-Ha, 2018. "Constraints to the uptake of solar home systems in Ho Chi Minh City and some proposals for improvement," Renewable Energy, Elsevier, vol. 118(C), pages 245-256.
    15. Le, Thai-Ha & Chang, Youngho & Park, Donghyun, 2016. "Trade openness and environmental quality: International evidence," Energy Policy, Elsevier, vol. 92(C), pages 45-55.
    16. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    17. Sinha, Avik & Shahbaz, Muhammad & Balsalobre, Daniel, 2017. "Exploring the Relationship between Energy Usage Segregation and Environmental Degradation in N-11 Countries," MPRA Paper 81212, University Library of Munich, Germany, revised 07 Sep 2017.
    18. Xu, Bin & Lin, Boqiang, 2015. "How industrialization and urbanization process impacts on CO2 emissions in China: Evidence from nonparametric additive regression models," Energy Economics, Elsevier, vol. 48(C), pages 188-202.
    19. Shahbaz, Muhammad & Solarin, Sakiru Adebola & Mahmood, Haider & Arouri, Mohamed, 2013. "Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis," Economic Modelling, Elsevier, vol. 35(C), pages 145-152.
    20. Zhang, Dayong & Zhang, Zhiwei & Managi, Shunsuke, 2019. "A bibliometric analysis on green finance: Current status, development, and future directions," Finance Research Letters, Elsevier, vol. 29(C), pages 425-430.
    21. Matthew A. Cole & Eric Neumayer, 2003. "Examining the Impact of Demographic Factors On Air Pollution," Labor and Demography 0312005, University Library of Munich, Germany, revised 13 May 2004.
    22. Michael Chibba, 2009. "Financial Inclusion, Poverty Reduction and the Millennium Development Goals," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 21(2), pages 213-230, April.
    23. 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.
    24. Zhou, Xiaoyan & Zhang, Jie & Li, Junpeng, 2013. "Industrial structural transformation and carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 57(C), pages 43-51.
    25. Le, Thai-Ha & Chang, Youngho & Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki, 2019. "Energy insecurity in Asia: A multi-dimensional analysis," Economic Modelling, Elsevier, vol. 83(C), pages 84-95.
    26. Le, Thai-Ha & Tran-Nam, Binh, 2018. "Trade liberalization, financial modernization and economic development: An empirical study of selected Asia–Pacific countries," Research in Economics, Elsevier, vol. 72(2), pages 343-355.
    27. Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki, 2019. "The way to induce private participation in green finance and investment," Finance Research Letters, Elsevier, vol. 31(C), pages 98-103.
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    More about this item

    Keywords

    Financial inclusion; Climate change; CO2 emissions; Panel data analysis; Asia;
    All these keywords.

    JEL classification:

    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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