IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i7p2695-d788081.html
   My bibliography  Save this article

Impact of Educational Attainment on Renewable Energy Use: Evidence from Emerging Market Economies

Author

Listed:
  • Gamze Sart

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

  • Yilmaz Bayar

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

  • Funda Hatice Sezgin

    (Department of Industrial Engineering, Istanbul University-Cerrahpasa, İstanbul 34500, Turkey)

  • Marina Danilina

    (Department of Economics, Plekhanov Russian University of Economics (PRUE), 117997 Moscow, Russia
    Department of Economics, Financial University under the Government of the Russian Federation, 125167 Moscow, Russia)

Abstract

Renewable energy has become a crucial factor for circular economies, sustainable development, and the environment given the limited non-renewable energy reserves and global environmental degradation mainly resulting from non-renewable energy use. This study explores the effect of educational attainment and economic growth on renewable energy use in a sample of selected emerging markets over the 2000–2018 period through causality and cointegration analyses. Causality analysis points out a significant unidirectional causality from indicators of educational attainment and economic growth to renewable energy use. In other words, educational attainment indicators and economic growth are significant determinants of renewable energy in the short run. Furthermore, the cointegration analysis ascertains a positive influence of indicators of educational attainment and economic growth on renewable energy use in the long run. The findings of both analyses indicate that educational attainment and economic growth have a significant impact on renewable energy use in the short and long term. Therefore, the policies fostering educational attainment can be used as instruments to increase the share of renewable energy use in total energy consumption.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:7:p:2695-:d:788081
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/7/2695/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/15/7/2695/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Elias Soukiazis, Sara Proenca, and Pedro A. Cerqueira, 2019. "The Interconnections between Renewable Energy, Economic Development and Environmental Pollution: A Simultaneous Equation System Approach," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    2. 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.
    3. 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.
    4. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    5. 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.
    6. Przychodzen, Wojciech & Przychodzen, Justyna, 2020. "Determinants of renewable energy production in transition economies: A panel data approach," Energy, Elsevier, vol. 191(C).
    7. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    8. Aguirre, Mariana & Ibikunle, Gbenga, 2014. "Determinants of renewable energy growth: A global sample analysis," Energy Policy, Elsevier, vol. 69(C), pages 374-384.
    9. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    10. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    11. 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.
    12. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    13. 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.
    14. Barro, Robert J. & Lee, Jong-Wha, 2015. "Education Matters: Global Schooling Gains from the 19th to the 21st Century," OUP Catalogue, Oxford University Press, number 9780199379231.
    15. 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.
    16. Łukasz Goczek & Ewa Witkowska & Bartosz Witkowski, 2021. "How Does Education Quality Affect Economic Growth?," Sustainability, MDPI, vol. 13(11), pages 1-22, June.
    17. Ludger Woessmann & Eric Bettinger, 2020. "New Directions in the Economics of Higher Education," Books, Edward Elgar Publishing, number 18408.
    18. 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.
    19. 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.
    20. 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.
    21. Gozgor, Giray & Mahalik, Mantu Kumar & Demir, Ender & Padhan, Hemachandra, 2020. "The impact of economic globalization on renewable energy in the OECD countries," Energy Policy, Elsevier, vol. 139(C).
    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. 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.
    2. Talat S. Genc & Stephen Kosempel, 2023. "Energy Transition and the Economy: A Review Article," Energies, MDPI, vol. 16(7), pages 1-26, March.
    3. Abbas, Khizar & Butt, Khalid Manzoor & Xu, Deyi & Baz, Khan & Sheraz, Muhammad & Kharl, Sanwal Hussain, 2023. "Dynamic prognostic interaction between social development and energy consumption optimization: Evidence from european union member countries," Energy, Elsevier, vol. 278(C).

    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. 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.
    2. Mahalik, Mantu Kumar & Mallick, Hrushikesh & Padhan, Hemachandra, 2021. "Do educational levels influence the environmental quality? The role of renewable and non-renewable energy demand in selected BRICS countries with a new policy perspective," Renewable Energy, Elsevier, vol. 164(C), pages 419-432.
    3. Fang, Zheng & Chang, Youngho, 2016. "Energy, human capital and economic growth in Asia Pacific countries — Evidence from a panel cointegration and causality analysis," Energy Economics, Elsevier, vol. 56(C), pages 177-184.
    4. Qamruzzaman, Md & Karim, Salma & Jahan, Ishrat, 2022. "Nexus between economic policy uncertainty, foreign direct investment, government debt and renewable energy consumption in 13 top oil importing nations: Evidence from the symmetric and asymmetric inves," Renewable Energy, Elsevier, vol. 195(C), pages 121-136.
    5. Huang, Lingyun & Zou, Yanjun, 2020. "How to promote energy transition in China: From the perspectives of interregional relocation and environmental regulation," Energy Economics, Elsevier, vol. 92(C).
    6. 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.
    7. Yilmaz Bayar & Marius Dan Gavriletea, 2018. "Peace, terrorism and economic growth in Middle East and North African countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(5), pages 2373-2392, September.
    8. Gamze Sart & Yilmaz Bayar & Adrian-Gabriel Corpădean & Marius Dan Gavriletea, 2022. "Impact of ICT and Globalization on Educational Attainment: Evidence from the New EU Member States," Sustainability, MDPI, vol. 14(5), pages 1-13, March.
    9. Gorus, Muhammed Sehid & Aslan, Murat, 2019. "Impacts of economic indicators on environmental degradation: Evidence from MENA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 259-268.
    10. Mehmet Balcilar & Daberechi Chikezie Ekwueme & Hakki Ciftci, 2023. "Assessing the Effects of Natural Resource Extraction on Carbon Emissions and Energy Consumption in Sub-Saharan Africa: A STIRPAT Model Approach," Sustainability, MDPI, vol. 15(12), pages 1-23, June.
    11. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.
    12. Yilmaz Bayar & Marius Dan Gavriletea, 2018. "Foreign Direct Investment Inflows and Financial Development in Central and Eastern European Union Countries: A Panel Cointegration and Causality," IJFS, MDPI, vol. 6(2), pages 1-13, May.
    13. Yugang He & Ziqian Zhang, 2022. "Energy and Economic Effects of the COVID-19 Pandemic: Evidence from OECD Countries," Sustainability, MDPI, vol. 14(19), pages 1-13, September.
    14. Jin, Taeyoung, 2022. "Impact of heat and electricity consumption on energy intensity: A panel data analysis," Energy, Elsevier, vol. 239(PA).
    15. Jiang, Hongdian & Dong, Xiucheng & Jiang, Qingzhe & Dong, Kangyin, 2020. "What drives China's natural gas consumption? Analysis of national and regional estimates," Energy Economics, Elsevier, vol. 87(C).
    16. 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.
    17. Mehmet Balcilar & Rangan Gupta & Chien-Chiang Lee & Godwin Olasehinde-Williams, 2020. "Insurance-growth nexus in Africa," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(2), pages 335-360, April.
    18. Khalid, Usman & Shafiullah, Muhammad, 2021. "Financial development and governance: A panel data analysis incorporating cross-sectional dependence," Economic Systems, Elsevier, vol. 45(2).
    19. Muhammad Azam & Zia Ur Rehman & Yusnidah Ibrahim, 2022. "Causal nexus in industrialization, urbanization, trade openness, and carbon emissions: empirical evidence from OPEC economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(12), pages 13990-14010, December.
    20. Chi, Meiqing & Muhammad, Sulaman & Khan, Zeeshan & Ali, Shahid & Li, Rita Yi Man, 2021. "Is centralization killing innovation? The success story of technological innovation in fiscally decentralized countries," Technological Forecasting and Social Change, Elsevier, vol. 168(C).

    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:jeners:v:15:y:2022:i:7:p:2695-:d:788081. 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.