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Does Education Make a Difference in Combating Climate Change? Analyzing Its Impact on CO 2 Emissions in the South-East European, Nordic, and Baltic Regions

Author

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  • Adela Bâra

    (Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 010552 Bucharest, Romania)

  • Irina Alexandra Georgescu

    (Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 010552 Bucharest, Romania)

  • Simona-Vasilica Oprea

    (Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 010552 Bucharest, Romania)

Abstract

In this paper, we compare the determinants of CO 2 emissions: GDP per capita, energy production from renewable sources (EPREN), secondary school enrollment (SI) and urbanization (URB) for three groups of countries: SEE (South-Eastern European), Nordic, and Baltic countries during 1990–2022 by means of panel ARDL. The long-term analysis indicates that in SEE countries, URB significantly reduces CO 2 emissions (4.54%). In contrast, GDP (0.46%) and SI (0.54%) slightly increase CO 2 emissions. In the case of Baltic countries, GDP positively correlates with CO 2 (1.65%), while URB (29.27%), EPREN (0.03%), and SI (6.22%) negatively correlate with CO 2 . In the case of Nordic countries, GDP (0.59%), EPREN (0.14%), and URB (18.02%) negatively impact CO 2 emissions. Regarding the Error Correction Term (ECT) dimension, the Nordic countries exhibit the fastest adjustment to shocks (−0.67), succeeded by the SEE countries (−0.44), while the Baltic countries display the slowest response (−0.27). This sequence indicates varying degrees of efficiency and speed at which each region can address fluctuations impacting CO 2 emissions. These differences may reflect variations in policy execution, infrastructure adaptability, and the general development of environmental governance across the three regions. Our research contributes by offering a comparative, region-specific econometric analysis of the long-run and short-run dynamics of CO 2 emissions in European subregions, revealing the nuanced roles of education, urbanization, and RES in shaping environmental outcomes and providing empirical evidence to inform targeted climate and development policies.

Suggested Citation

  • Adela Bâra & Irina Alexandra Georgescu & Simona-Vasilica Oprea, 2025. "Does Education Make a Difference in Combating Climate Change? Analyzing Its Impact on CO 2 Emissions in the South-East European, Nordic, and Baltic Regions," Sustainability, MDPI, vol. 17(11), pages 1-35, May.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:11:p:4789-:d:1662415
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    1. Tarek Tawfik Yousef Alkhateeb & Tarek Tawfik Yousef Alkhateeb & Haider Mahmood & Nouf Naser Altamimi & Maham Furqan, 2020. "Role of education and economic growth on the CO2 emissions in Saudi Arabia," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(2), pages 195-209, December.
    2. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    3. Wang, Wei-Zheng & Liu, Lan-Cui & Liao, Hua & Wei, Yi-Ming, 2021. "Impacts of urbanization on carbon emissions: An empirical analysis from OECD countries," Energy Policy, Elsevier, vol. 151(C).
    4. 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.
    5. Liu, Haiying & Alharthi, Majed & Atil, Ahmed & Zafar, Muhammad Wasif & Khan, Irfan, 2022. "A non-linear analysis of the impacts of natural resources and education on environmental quality: Green energy and its role in the future," Resources Policy, Elsevier, vol. 79(C).
    6. 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.
    7. 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.
    8. Hanbee Lee & Chaneum Park & Haeil Jung, 2024. "The role of tertiary education on CO2 emissions: evidence from 151 countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(12), pages 32081-32103, December.
    9. Shahnazi, Rouhollah & Dehghan Shabani, Zahra, 2021. "The effects of renewable energy, spatial spillover of CO2 emissions and economic freedom on CO2 emissions in the EU," Renewable Energy, Elsevier, vol. 169(C), pages 293-307.
    10. Pesaran, M. Hashem & Shin, Yongcheol, 1996. "Cointegration and speed of convergence to equilibrium," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 117-143.
    11. 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.
    12. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    13. Balaguer, Jacint & Cantavella, Manuel, 2018. "The role of education in the Environmental Kuznets Curve. Evidence from Australian data," Energy Economics, Elsevier, vol. 70(C), pages 289-296.
    14. Laktuka, Krista & Pakere, Ieva & Kalnbalkite, Antra & Zlaugotne, Beate & Blumberga, Dagnija, 2023. "Renewable energy project implementation: Will the Baltic States catch up with the Nordic countries?," Utilities Policy, Elsevier, vol. 82(C).
    15. 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.
    16. Liang Li & Gang Li & Ilhan Ozturk & Sana Ullah, 2023. "Green innovation and environmental sustainability: Do clean energy investment and education matter?," Energy & Environment, , vol. 34(7), pages 2705-2720, November.
    17. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
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