IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i10p6298-d821013.html
   My bibliography  Save this article

Analysis of the Relationships among Financial Development, Economic Growth, Energy Use, and Carbon Emissions by Co-Integration with Multiple Structural Breaks

Author

Listed:
  • Umut Burak Geyikci

    (Faculty of Business, Manisa Celal Bayar University, 45140 Manisa, Turkey)

  • Serkan Çınar

    (Faculty of Applied Science, Manisa Celal Bayar University, 45140 Manisa, Turkey)

  • Fatih Mehmet Sancak

    (Dikkan Group Companies, 35170 Kemalpaşa, Turkey)

Abstract

In this study, the effects of financial and economic development on energy consumption and CO 2 emissions are analyzed using multiple structural breaks, second-generation panel unit root tests, the Westerlund Cointegration Test, and PMG and MG estimators. Unlike classical studies, financial development is included, in the analysis, as an indicator of the accumulated capital as a result of industrial production that has been realized for many years. We conducted a panel data analysis on 13 developing countries for which we could obtain uninterrupted data in the Morgan Stanley Developing Countries index. We found significant relationships between economic growth, energy usage, and CO 2 emissions. Financial development and carbon emissions are cointegrated in the long-term, and financial development is found to accelerate environmental pollution. Therefore, energy economists should consider the effect of financial development on energy use and carbon emissions in future studies. Policy-makers in emerging markets are also advised to take necessary actions to reduce carbon emissions while increasing financial development. It is important that the same results were obtained in medium- and small-scale countries, as well as in large economies (e.g., China) under the scope of this review.

Suggested Citation

  • Umut Burak Geyikci & Serkan Çınar & Fatih Mehmet Sancak, 2022. "Analysis of the Relationships among Financial Development, Economic Growth, Energy Use, and Carbon Emissions by Co-Integration with Multiple Structural Breaks," Sustainability, MDPI, vol. 14(10), pages 1-11, May.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:10:p:6298-:d:821013
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/10/6298/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/10/6298/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Perry Sadorsky, 2020. "Energy Related CO 2 Emissions before and after the Financial Crisis," Sustainability, MDPI, vol. 12(9), pages 1-22, May.
    2. Hadri, Kaddour & Kurozumi, Eiji, 2012. "A simple panel stationarity test in the presence of serial correlation and a common factor," Economics Letters, Elsevier, vol. 115(1), pages 31-34.
    3. Bakirtas, Tahsin & Akpolat, Ahmet Gokce, 2018. "The relationship between energy consumption, urbanization, and economic growth in new emerging-market countries," Energy, Elsevier, vol. 147(C), pages 110-121.
    4. Paweł Dziekański & Piotr Prus, 2020. "Financial Diversity and the Development Process: Case study of Rural Communes of Eastern Poland in 2009–2018," Sustainability, MDPI, vol. 12(16), pages 1-25, August.
    5. Islam, Faridul & Shahbaz, Muhammad & Ahmed, Ashraf U. & Alam, Md. Mahmudul, 2013. "Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis," Economic Modelling, Elsevier, vol. 30(C), pages 435-441.
    6. Zbysław Dobrowolski & Grzegorz Drozdowski, 2022. "Does the Net Present Value as a Financial Metric Fit Investment in Green Energy Security?," Energies, MDPI, vol. 15(1), pages 1-16, January.
    7. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    8. Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "Energy consumption, pollutant emissions and economic growth in South Africa," Energy Economics, Elsevier, vol. 32(6), pages 1374-1382, November.
    9. 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.
    10. 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.
    11. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    12. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    13. Yang, Fan, 2019. "The impact of financial development on economic growth in middle-income countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 59(C), pages 74-89.
    14. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and growth in Eurasia," Energy Economics, Elsevier, vol. 32(6), pages 1392-1397, November.
    15. Mohammed AlKhars & Fazlul Miah & Hassan Qudrat-Ullah & Aymen Kayal, 2020. "A Systematic Review of the Relationship Between Energy Consumption and Economic Growth in GCC Countries," Sustainability, MDPI, vol. 12(9), pages 1-43, May.
    16. Esso, Loesse Jacques & Keho, Yaya, 2016. "Energy consumption, economic growth and carbon emissions: Cointegration and causality evidence from selected African countries," Energy, Elsevier, vol. 114(C), pages 492-497.
    17. Heike Scheben & Nikolai Klempp & Kai Hufendiek, 2020. "Impact of Long-Term Water Inflow Uncertainty on Wholesale Electricity Prices in Markets with High Shares of Renewable Energies and Storages," Energies, MDPI, vol. 13(9), pages 1-21, May.
    18. Lozano, Sebastián & Gutiérrez, Ester, 2008. "Non-parametric frontier approach to modelling the relationships among population, GDP, energy consumption and CO2 emissions," Ecological Economics, Elsevier, vol. 66(4), pages 687-699, July.
    19. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    20. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    21. 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.
    22. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    23. Katsuya Ito, 2017. "CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries," International Economics, CEPII research center, issue 151, pages 1-6.
    24. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    25. 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.
    26. Al-mulali, Usama & Binti Che Sab, Che Normee, 2012. "The impact of energy consumption and CO2 emission on the economic growth and financial development in the Sub Saharan African countries," Energy, Elsevier, vol. 39(1), pages 180-186.
    27. Karanfil, Fatih, 2009. "How many times again will we examine the energy-income nexus using a limited range of traditional econometric tools?," Energy Policy, Elsevier, vol. 37(4), pages 1191-1194, April.
    28. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    29. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    30. Jeyhun I. Mikayilov & Fakhri J. Hasanov & Marzio Galeotti, 2018. "Decoupling of C02 Emissions and GDP: A Time-Varying Cointegration Approach," IEFE Working Papers 101, IEFE, Center for Research on Energy and Environmental Economics and Policy, Universita' Bocconi, Milano, Italy.
    31. Romualdas Ginevičius Author-Email: romualdas.ginevicius@vgtu.lt & Giedrė Lapinskienė & Kęstutis Peleckis, 2017. "The Evolution of the Environmental Kuznets Curve Concept: The Review of the Research," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 64(1), pages 93-112, December.
    32. Inglesi-Lotz, Roula, 2016. "The impact of renewable energy consumption to economic growth: A panel data application," Energy Economics, Elsevier, vol. 53(C), pages 58-63.
    33. Ito, Katsuya, 2017. "CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries," International Economics, Elsevier, vol. 151(C), pages 1-6.
    34. Paramati, Sudharshan Reddy & Mo, Di & Gupta, Rakesh, 2017. "The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries," Energy Economics, Elsevier, vol. 66(C), pages 360-371.
    35. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    36. Jalil, Abdul, 2014. "Energy–growth conundrum in energy exporting and importing countries: Evidence from heterogeneous panel methods robust to cross-sectional dependence," Energy Economics, Elsevier, vol. 44(C), pages 314-324.
    37. Wu, Ya & Zhu, Qianwen & Zhu, Bangzhu, 2018. "Comparisons of decoupling trends of global economic growth and energy consumption between developed and developing countries," Energy Policy, Elsevier, vol. 116(C), pages 30-38.
    38. Mehdi Ben Jebli & Slim Ben Youssef & Nicholas Apergis, 2019. "The dynamic linkage between renewable energy, tourism, CO2 emissions, economic growth, foreign direct investment, and trade," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-19, December.
    39. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    40. Gozgor, Giray & Lau, Chi Keung Marco & Lu, Zhou, 2018. "Energy consumption and economic growth: New evidence from the OECD countries," Energy, Elsevier, vol. 153(C), pages 27-34.
    41. Maryam Asghari, 2012. "Environmental Kuznets Curve and Growth Source in Iran," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 59(5), pages 609-623, December.
    42. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    43. Sadorsky, Perry, 2011. "Trade and energy consumption in the Middle East," Energy Economics, Elsevier, vol. 33(5), pages 739-749, September.
    44. Bouznit, Mohammed & Pablo-Romero, María del P., 2016. "CO2 emission and economic growth in Algeria," Energy Policy, Elsevier, vol. 96(C), pages 93-104.
    45. Kourtzidis, Stavros A. & Tzeremes, Panayiotis & Tzeremes, Nickolaos G., 2018. "Re-evaluating the energy consumption-economic growth nexus for the United States: An asymmetric threshold cointegration analysis," Energy, Elsevier, vol. 148(C), pages 537-545.
    46. Siong Hook Law, 2008. "Does a Country's Openness to Trade and Capital Accounts Lead to Financial Development? Evidence from Malaysia," Asian Economic Journal, East Asian Economic Association, vol. 22(2), pages 161-177, June.
    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. Olugbenga Olaoye & Risikat O.S Dauda, 2022. "Energy Use, Financial Development and Pollution in Selected African Countries," Journal of Economic Impact, Science Impact Publishers, vol. 4(3), pages 188-195.
    2. Musah, Mohammed & Onifade, Stephen Taiwo & Ankrah, Isaac & Gyamfi, Bright Akwasi & Amoako, George Kofi, 2024. "Achieving net-zero emission target in Africa: Are sustainable energy innovations and financialization crucial for environmental sustainability of sub-Saharan African state?," Applied Energy, Elsevier, vol. 364(C).
    3. Burcu Mucan Özcan & Suleyman Emre Ozcan & Umut Burak Geyikci & Asena Gülova & Fatih Mehmet Sancak, 2023. "Increasing the Personal Development of White-Collar Employees for Sustainable Employability," Sustainability, MDPI, vol. 15(19), pages 1-17, October.

    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. 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.
    2. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    3. Chiu, Yi-Bin & Lee, Chien-Chiang, 2020. "Effects of financial development on energy consumption: The role of country risks," Energy Economics, Elsevier, vol. 90(C).
    4. Assi, Ala Fathi & Zhakanova Isiksal, Aliya & Tursoy, Turgut, 2021. "Renewable energy consumption, financial development, environmental pollution, and innovations in the ASEAN + 3 group: Evidence from (P-ARDL) model," Renewable Energy, Elsevier, vol. 165(P1), pages 689-700.
    5. Irfan, Muhammad & Abdur Rehman, Mubeen & Liu, Xuemei & Razzaq, Asif, 2022. "Interlinkages between mineral resources, financial markets, and sustainable energy sources: Evidence from minerals exporting countries," Resources Policy, Elsevier, vol. 79(C).
    6. Iftikhar Yasin & Nawaz Ahmad & Muhammad Aslam Chaudhary, 2021. "The impact of financial development, political institutions, and urbanization on environmental degradation: evidence from 59 less-developed economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6698-6721, May.
    7. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    8. Shrestha, Anil & Mustafa, Andy Ali & Htike, Myo Myo & You, Vithyea & Kakinaka, Makoto, 2022. "Evolution of energy mix in emerging countries: Modern renewable energy, traditional renewable energy, and non-renewable energy," Renewable Energy, Elsevier, vol. 199(C), pages 419-432.
    9. Omri, Anis & Daly, Saida & Rault, Christophe & Chaibi, Anissa, 2015. "Financial development, environmental quality, trade and economic growth: What causes what in MENA countries," Energy Economics, Elsevier, vol. 48(C), pages 242-252.
    10. Paramati, Sudharshan Reddy & Mo, Di & Gupta, Rakesh, 2017. "The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries," Energy Economics, Elsevier, vol. 66(C), pages 360-371.
    11. Lin, Boqiang & Okoye, Jude O., 2023. "Towards renewable energy generation and low greenhouse gas emission in high-income countries: Performance of financial development and governance," Renewable Energy, Elsevier, vol. 215(C).
    12. Durusu-Ciftci, Dilek & Soytas, Ugur & Nazlioglu, Saban, 2020. "Financial development and energy consumption in emerging markets: Smooth structural shifts and causal linkages," Energy Economics, Elsevier, vol. 87(C).
    13. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    14. Zhongye Sun & Xin Zhang & Yifei Gao, 2023. "The Impact of Financial Development on Renewable Energy Consumption: A Multidimensional Analysis Based on Global Panel Data," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    15. 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.
    16. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    17. Smyth, Russell & Narayan, Paresh Kumar, 2015. "Applied econometrics and implications for energy economics research," Energy Economics, Elsevier, vol. 50(C), pages 351-358.
    18. Khan, Anwar & Chenggang, Yang & Hussain, Jamal & Kui, Zhou, 2021. "Impact of technological innovation, financial development and foreign direct investment on renewable energy, non-renewable energy and the environment in belt & Road Initiative countries," Renewable Energy, Elsevier, vol. 171(C), pages 479-491.
    19. Paramati, Sudharshan Reddy & Bhattacharya, Mita & Ozturk, Ilhan & Zakari, Abdulrasheed, 2018. "Determinants of energy demand in African frontier market economies: An empirical investigation," Energy, Elsevier, vol. 148(C), pages 123-133.
    20. Bakry, Walid & Mallik, Girijasankar & Nghiem, Xuan-Hoa & Sinha, Avik & Vo, Xuan Vinh, 2023. "Is green finance really “green”? Examining the long-run relationship between green finance, renewable energy and environmental performance in developing countries," Renewable Energy, Elsevier, vol. 208(C), pages 341-355.

    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:gam:jsusta:v:14:y:2022:i:10:p:6298-:d:821013. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.