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Education, Financial Development, and Primary Energy Consumption: An Empirical Analysis for BRICS Economies

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  • Gamze Sart

    (Department of Educational Sciences, Istanbul University-Cerrahpasa, Istanbul 34500, Türkiye)

  • Mehmet Hilmi Ozkaya

    (Department of Economics, Usak University, Usak 64000, Türkiye)

  • Yilmaz Bayar

    (Department of Public Finance, Bandirma Onyedi Eylul University, Bandirma 10200, Türkiye)

Abstract

Energy is life blood of all economies and an indispensable prerequisite for all economic activities and consequently factors influencing the energy consumption are of vital importance. Therefore, this study investigates the effect of education together with financial development on energy consumption in sample of BRICS economies over the 1990–2019 period by means of second-generation cointegration and causality analyses thanks to the small number of empirical studies. The causality analysis unveils a one-way causal effect from education to primary energy consumption, but an insignificant causality between financial development and primary energy consumption. The cointegration analysis uncovers a strong positive effect of education at panel level and in all BRICS economies in the long-term, but financial sector development has a significant positive influence on primary energy use only in South Africa in the long-term. The findings of the study reveal that education considerably increases the primary energy use in the BRICS economies through economic growth channel, but financial sector development has not been a significant determinant of primary energy use yet. However, the BRICS economies should attach more importance to green technology and energy focused growth for sustainable growth and development.

Suggested Citation

  • Gamze Sart & Mehmet Hilmi Ozkaya & Yilmaz Bayar, 2022. "Education, Financial Development, and Primary Energy Consumption: An Empirical Analysis for BRICS Economies," Sustainability, MDPI, vol. 14(12), pages 1-14, June.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:12:p:7377-:d:840453
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    as
    1. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    2. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    3. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    4. Luis D. del Corral Morales & Roula Inglesi-Lotz, 2017. "The effect of education on a country’s energy consumption: Evidence from developed and developing countries," Working Papers 678, Economic Research Southern Africa.
    5. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    6. Paravee Maneejuk & Woraphon Yamaka, 2021. "The Impact of Higher Education on Economic Growth in ASEAN-5 Countries," Sustainability, MDPI, vol. 13(2), pages 1-28, January.
    7. Gamze Sart & Yilmaz Bayar & Funda Hatice Sezgin & Marina Danilina, 2022. "Impact of Educational Attainment on Renewable Energy Use: Evidence from Emerging Market Economies," Energies, MDPI, vol. 15(7), pages 1-15, April.
    8. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    9. 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.
    10. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    11. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    12. Shahriyar Mukhtarov & Jeyhun I. Mikayilov & Jeyhun Mammadov & Elvin Mammadov, 2018. "The Impact of Financial Development on Energy Consumption: Evidence from an Oil-Rich Economy," Energies, MDPI, vol. 11(6), pages 1-14, June.
    13. Roula Inglesi-Lotz & Luis Diez del Corral Morales, 2017. "The Effect of Education on a Country’s Energy Consumption: Evidence from Developed and Developing Countries," Working Papers 201733, University of Pretoria, Department of Economics.
    14. Valeriia Denisova, 2020. "Financial Development and Energy Consumption: Evidence from Germany," International Journal of Energy Economics and Policy, Econjournals, vol. 10(2), pages 35-39.
    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. Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
    17. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    18. Shahbaz, Muhammad & Lahiani, Amine & Abosedra, Salah & Hammoudeh, Shawkat, 2018. "The role of globalization in energy consumption: A quantile cointegrating regression approach," Energy Economics, Elsevier, vol. 71(C), pages 161-170.
    19. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    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. Panagiotis Pegkas & Constantinos Tsamadias, 2014. "Does Higher Education Affect Economic Growth? The Case of Greece," International Economic Journal, Taylor & Francis Journals, vol. 28(3), pages 425-444, September.
    22. Alper Aslan & Onur Gozbasi & Buket Altinoz & Mehmet Altuntas, 2021. "Impact of financial development and economic growth on energy consumption: A panel vector autoregressive analysis for the comparison of G7 and top 10 emerging market economies," Energy & Environment, , vol. 32(7), pages 1315-1330, November.
    23. Ioannis Dokas & Minas Panagiotidis & Stephanos Papadamou & Eleftherios Spyromitros, 2022. "The Determinants of Energy and Electricity Consumption in Developed and Developing Countries: International Evidence," Energies, MDPI, vol. 15(7), pages 1-30, March.
    24. 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.
    25. Mahmut Unsal Sasmaz & Emre Sakar & Yunus Emre Yayla & Ulas Akkucuk, 2020. "The Relationship between Renewable Energy and Human Development in OECD Countries: A Panel Data Analysis," Sustainability, MDPI, vol. 12(18), pages 1-16, September.
    26. 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.
    27. Kudaybergenov Janpolat & Shoirahon Odilova & Abdusalomova Nodira & Raufhon Salahodjaev & Anastas Khachaturov, 2021. "Financial Development and Energy Consumption Nexus in 32 Belt and Road Economies," International Journal of Energy Economics and Policy, Econjournals, vol. 11(2), pages 368-373.
    28. Fumitaka Furuoka, 2015. "Electricity consumption and economic development in Asia: new data and new methods," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 29(1), pages 102-125, May.
    29. Shahriyar Mukhtarov & Sugra Humbatova & Ilgar Seyfullayev & Yashar Kalbiyev, 2020. "The effect of financial development on energy consumption in the case of Kazakhstan," Journal of Applied Economics, Taylor & Francis Journals, vol. 23(1), pages 75-88, January.
    30. Mahalik, Mantu Kumar & Babu, M. Suresh & Loganathan, Nanthakumar & Shahbaz, Muhammad, 2017. "Does financial development intensify energy consumption in Saudi Arabia?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1022-1034.
    31. Akintande, Olalekan J. & Olubusoye, Olusanya E. & Adenikinju, Adeola F. & Olanrewaju, Busayo T., 2020. "Modeling the determinants of renewable energy consumption: Evidence from the five most populous nations in Africa," Energy, Elsevier, vol. 206(C).
    32. 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.
    33. Emmanuel Kwasi Mensah & Lawrence Adu Asamoah & Johnson Worlanyo Ahiadorme, 2021. "On the impact of exchange rate uncertainty on private investment in Ghana," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 208-217, January.
    34. 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.
    35. 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.
    36. Emmanuel Kwasi Mensah & Umberto Triacca & Eric Amoo Bondzie & Gabriel Obed Fosu, 2016. "Crude oil price, exchange rate and gross domestic product nexus in an emerging market: A cointegration analysis," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 40(2), pages 212-231, June.
    37. Kahouli, Bassem, 2017. "The short and long run causality relationship among economic growth, energy consumption and financial development: Evidence from South Mediterranean Countries (SMCs)," Energy Economics, Elsevier, vol. 68(C), pages 19-30.
    38. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    39. Ouedraogo, Nadia S., 2013. "Energy consumption and human development: Evidence from a panel cointegration and error correction model," Energy, Elsevier, vol. 63(C), pages 28-41.
    40. Wu-Shun Tee & Lee Chin & Abdul Samad Abdul-Rahim, 2021. "Determinants of Renewable Energy Production: Do Intellectual Property Rights Matter?," Energies, MDPI, vol. 14(18), pages 1-15, September.
    41. Chang, Shu-Chen, 2015. "Effects of financial developments and income on energy consumption," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 28-44.
    42. Yilmaz Bayar & Mehmet Hilmi Ozkaya & Laura Herta & Marius Dan Gavriletea, 2021. "Financial Development, Financial Inclusion and Primary Energy Use: Evidence from the European Union Transition Economies," Energies, MDPI, vol. 14(12), pages 1-14, June.
    43. Gorkemli Kazar & Arthur Kazar, 2014. "The Renewable Energy Production-Economic Development Nexus," International Journal of Energy Economics and Policy, Econjournals, vol. 4(2), pages 312-319.
    44. Kim, Jeayoon & Park, Kwangwoo, 2016. "Financial development and deployment of renewable energy technologies," Energy Economics, Elsevier, vol. 59(C), pages 238-250.
    45. Omri, Anis & Nguyen, Duc Khuong, 2014. "On the determinants of renewable energy consumption: International evidence," Energy, Elsevier, vol. 72(C), pages 554-560.
    46. Al-mulali, Usama & Lee, Janice Y.M., 2013. "Estimating the impact of the financial development on energy consumption: Evidence from the GCC (Gulf Cooperation Council) countries," Energy, Elsevier, vol. 60(C), pages 215-221.
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