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Green environment in the EU countries: The role of financial inclusion, natural resources and energy intensity

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  • Hodžić, Sabina
  • Šikić, Tanja Fatur
  • Dogan, Eyup

Abstract

The European Union pursues the European Green Deal strategy as well as Sustainable Development Goals, the main target of which is to become a carbon-neutral continent by 2050. Hence, a lot of environmental challenges need to be solved. Possible determinants in mitigating environmental challenges are financial inclusion, natural resources and interaction with a green environment. This concept implies preserving natural resources and a clean environment for future generations. However, there is still no clear evidence in the literature on how natural resources and financial inclusion interact with the green environment in the EU. Therefore, this paper aims at filling this gap. In order to obtain empirical results, the quantile regression econometric technique proposed by Koenker has been applied. The analyzed period was from 2004 to 2019 for EU-26 countries. The results show that higher energy intensity is the main cause of environmental degradation. However, financial inclusion in higher quantiles and natural resources rent lead to a reduction in carbon emissions. Our results also confirm that the EU has succeeded in decoupling economic growth from pollution. The robustness of the results was checked using a Powell's quantile regression, which confirmed the relationship between a green environment and the variables analyzed. Thus, the results suggest that financial inclusion needs to be more integrated into energy and climate policies, especially in the early stages of development. In addition, large-scale green investments are needed in EU countries to further reduce energy intensity and create an effective green environment.

Suggested Citation

  • Hodžić, Sabina & Šikić, Tanja Fatur & Dogan, Eyup, 2023. "Green environment in the EU countries: The role of financial inclusion, natural resources and energy intensity," Resources Policy, Elsevier, vol. 82(C).
    • Handle: RePEc:eee:jrpoli:v:82:y:2023:i:c:s0301420723001848
    DOI: 10.1016/j.resourpol.2023.103476
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    as
    1. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    2. repec:dau:papers:123456789/6801 is not listed on IDEAS
    3. Xiajing Dai & Shuitu Qian & Junjie Zhang, 2022. "Sustainable financial inclusion as a source of green environment? Evidence from selected regional comprehensive economic partnership countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5719-5738, December.
    4. Ma, Lingjie & Koenker, Roger, 2006. "Quantile regression methods for recursive structural equation models," Journal of Econometrics, Elsevier, vol. 134(2), pages 471-506, October.
    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. Le Pen, Yannick & Sévi, Benoît, 2010. "On the non-convergence of energy intensities: Evidence from a pair-wise econometric approach," Ecological Economics, Elsevier, vol. 69(3), pages 641-650, January.
    7. Yugang He & Xiang Li & Panpan Huang & Jingnan Wang, 2022. "Exploring the Road toward Environmental Sustainability: Natural Resources, Renewable Energy Consumption, Economic Growth, and Greenhouse Gas Emissions," Sustainability, MDPI, vol. 14(3), pages 1-16, January.
    8. Cavalcanti, Tiago V. de V. & Mohaddes, Kamiar & Raissi, Mehdi, 2011. "Growth, development and natural resources: New evidence using a heterogeneous panel analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(4), pages 305-318.
    9. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    10. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, September.
    11. 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).
    12. Namahoro, J.P. & Wu, Q. & Zhou, N. & Xue, S., 2021. "Impact of energy intensity, renewable energy, and economic growth on CO2 emissions: Evidence from Africa across regions and income levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    13. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    14. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    15. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    16. Anwar, Ahsan & Siddique, Muhammad & Eyup Dogan, & Sharif, Arshian, 2021. "The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 164(C), pages 956-967.
    17. 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).
    18. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    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. Muhammad Tufail & Lin Song & Alican Umut & Nilufar Ismailova & Zebo Kuldasheva, 2022. "Does financial inclusion promote a green economic system? Evaluating the role of energy efficiency," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6780-6800, December.
    21. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    22. Ulucak, Recep & Danish, & Ozcan, Burcu, 2020. "Relationship between energy consumption and environmental sustainability in OECD countries: The role of natural resources rents," Resources Policy, Elsevier, vol. 69(C).
    23. William T. Harbaugh & Arik Levinson & David Molloy Wilson, 2002. "Reexamining The Empirical Evidence For An Environmental Kuznets Curve," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 541-551, August.
    24. Jiancheng Bai & Zhonglu Chen & Xiang Yan & Yueyan Zhang, 2022. "Research on the impact of green finance on carbon emissions: evidence from China," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6965-6984, December.
    25. Zhen Liu & Trong Lam Vu & Thi Thu Hien Phan & Thanh Quang Ngo & Nguyen Ho Viet Anh & Ahmad Romadhoni Surya Putra, 2022. "Financial inclusion and green economic performance for energy efficiency finance," Economic Change and Restructuring, Springer, vol. 55(4), pages 2359-2389, November.
    26. Shahbaz, muhammad & Solarin, Sakiru Adebola & Sbia, Rashid & Bibi, Sadia, 2015. "Does Energy Intensity Contribute to CO2 Emissions? A Trivariate Analysis in Selected African Countries," MPRA Paper 64335, University Library of Munich, Germany, revised 19 Mar 2015.
    27. 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.
    28. Dandan Dou & Liying Li, 2022. "Does sustainable financial inclusion and energy efficiency ensure green environment? Evidence from B.R.I.C.S. countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5599-5614, December.
    29. Tonći Svilokos & Perica Vojinić & Meri Šuman Tolić, 2019. "The role of the financial sector in the process of industrialisation in Central and Eastern European countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 32(1), pages 384-402, January.
    30. Dogan, Eyup & Majeed, Muhammad Tariq & Luni, Tania, 2022. "Revisiting the nexus of ecological footprint, unemployment, and renewable and non-renewable energy for South Asian economies: Evidence from novel research methods," Renewable Energy, Elsevier, vol. 194(C), pages 1060-1070.
    31. Renzhi, Nuobu & Baek, Yong Jun, 2020. "Can financial inclusion be an effective mitigation measure? evidence from panel data analysis of the environmental Kuznets curve," Finance Research Letters, Elsevier, vol. 37(C).
    32. Syed Tauseef Hassan & Enjun Xia & Chien-Chiang Lee, 2021. "Mitigation pathways impact of climate change and improving sustainable development: The roles of natural resources, income, and CO2 emission," Energy & Environment, , vol. 32(2), pages 338-363, March.
    33. Balsalobre-Lorente, Daniel & Bekun, Festus Victor & Etokakpan, Mfonobong Udom & Driha, Oana M., 2019. "A road to enhancements in natural gas use in Iran: A multivariate modelling approach," Resources Policy, Elsevier, vol. 64(C).
    34. 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).
    35. Muhammad, Shahbaz & Adebola Solarin, Solarin & Ozturk, Ilhan, 2016. "Environmental Kuznets curve hypothesis and the role of globalization in selected African countries," MPRA Paper 69859, University Library of Munich, Germany, revised 04 Mar 2016.
    36. Shu Lin & Rengmei Wu, 2022. "On the nexus between energy efficiency, financial inclusion and environment: Evidence from emerging seven economies using novel research methods," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6756-6779, December.
    37. Lei, Xiying & Yang, Yao & Alharthi, Majed & Rasul, Farhat & Faraz Raza, Syed Muhammad, 2022. "Immense reliance on natural resources and environmental challenges in G-20 economies through the lens of COP-26 targets," Resources Policy, Elsevier, vol. 79(C).
    38. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    39. Danish & Recep Ulucak & Salah‐Ud‐Din Khan, 2020. "Relationship between energy intensity and CO2 emissions: Does economic policy matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1457-1464, September.
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