Araştırma Makalesi

Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models

Cilt: 9 Sayı: 3 15 Mayıs 2026
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Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models

Öz

This study examines the determinants of carbon dioxide (CO₂) emissions in 12 countries from the Balkans, Black Sea, and Caucasus region over the period 1990–2024. It extends the literature by including freshwater withdrawal and aquaculture production as explanatory variables. The study also controls for GDP, population density, and electricity consumption as additional covariates. In doing so, the study proposes resource related determinants of on environmental pressure. The analysis uses annual panel data from the World Development Indicators database of the World Bank. To account for cross-sectional dependence and mixed orders of integration, the study applies a panel ARDL–PMG model. The Dynamic Common Correlated Effects(DCCE) estimator is also used as a robustness check. The results show that population density, electricity consumption, and freshwater withdrawal increase CO₂ emissions in the long run. In the short run, GDP and electricity consumption have positive and statistically significant effects on emissions. The DCCE estimates also show the positive effect of electricity consumption and a weaker positive effect of population density. They indicate a positive association between aquaculture production and emissions. In both estimation, the Environmental Kuznets Curve hypothesis is not supported. Overall, the findings suggest that environmental pressure is linked to energy use, population density, and resource usage in the sampled countries. Overall, the results indicate a need for greater emphasis on renewable energy, sustainable urban planning, better water management, and more environmentally friendly aquaculture practices.

Anahtar Kelimeler

Etik Beyan

Ethics committee approval was not required for this study because of there was no study on animals or humans.

Kaynakça

  1. Ahmed, N., Thompson, S., & Glaser, M. (2019). Global aquaculture productivity, environmental sustainability, and climate change adaptability. Environmental Management, 63(2), 159–172.
  2. Apergis, N., & Payne, J. E. (2014). Renewable energy, output, CO2 emissions, and fossil fuel prices in Central America: Evidence from a nonlinear panel smooth transition vector error correction model. Energy Economics, 42, 226–232.
  3. Balsalobre-Lorente, D., Shahbaz, M., Roubaud, D., & Farhani, S. (2018). How economic growth, renewable electricity and natural resources contribute to CO2 emissions?. Energy Policy, 113, 356–367.
  4. Copeland, C., & Carter, N. T. (2014, January). Energy-water nexus: The water sector's energy use. Library of Congress, Congressional Research Service.
  5. Dinda, S. (2004). Environmental Kuznets curve hypothesis: A survey. Ecological Economics, 49(4), 431–455. https://doi.org/10.1016/j.ecolecon.2004.02.011
  6. Dogan, E., & Inglesi-Lotz, R. (2020). The impact of economic structure to the environmental Kuznets curve (EKC) hypothesis: evidence from European countries. Environmental Science and Pollution Research, 27(11), 12717–12724.
  7. Fang, D., & Chen, B. (2017). Linkage analysis for the water–energy nexus of city. Applied Energy, 189, 770–779. https://doi.org/10.1016/j.apenergy.2016.12.020
  8. Flint, S. S., Lauerwald, R., Raymond, P. A., & Regnier, P. (2025). Anthropogenic water withdrawals modify freshwater inorganic carbon fluxes across the United States. Nature Communications, 16(1), Article 316. https://doi.org/10.1038/s41467-024-55447-0

Ayrıntılar

Birincil Dil

İngilizce

Konular

Hesaplamalı İstatistik

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

15 Mayıs 2026

Gönderilme Tarihi

11 Mart 2026

Kabul Tarihi

7 Mayıs 2026

Yayımlandığı Sayı

Yıl 2026 Cilt: 9 Sayı: 3

Kaynak Göster

APA
Özyıldız, T. (2026). Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models. Black Sea Journal of Engineering and Science, 9(3), 1329-1337. https://doi.org/10.34248/bsengineering.1907493
AMA
1.Özyıldız T. Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models. BSJ Eng. Sci. 2026;9(3):1329-1337. doi:10.34248/bsengineering.1907493
Chicago
Özyıldız, Tuğba. 2026. “Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models”. Black Sea Journal of Engineering and Science 9 (3): 1329-37. https://doi.org/10.34248/bsengineering.1907493.
EndNote
Özyıldız T (01 Mayıs 2026) Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models. Black Sea Journal of Engineering and Science 9 3 1329–1337.
IEEE
[1]T. Özyıldız, “Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models”, BSJ Eng. Sci., c. 9, sy 3, ss. 1329–1337, May. 2026, doi: 10.34248/bsengineering.1907493.
ISNAD
Özyıldız, Tuğba. “Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models”. Black Sea Journal of Engineering and Science 9/3 (01 Mayıs 2026): 1329-1337. https://doi.org/10.34248/bsengineering.1907493.
JAMA
1.Özyıldız T. Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models. BSJ Eng. Sci. 2026;9:1329–1337.
MLA
Özyıldız, Tuğba. “Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models”. Black Sea Journal of Engineering and Science, c. 9, sy 3, Mayıs 2026, ss. 1329-37, doi:10.34248/bsengineering.1907493.
Vancouver
1.Tuğba Özyıldız. Determinants of CO₂ Emissions in the Balkans, Black Sea, and Caucasus Region: Evidence from Panel ARDL–PMG and DCCE Models. BSJ Eng. Sci. 01 Mayıs 2026;9(3):1329-37. doi:10.34248/bsengineering.1907493

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