Research Article

The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis

Volume: 23 Number: 4 October 22, 2023
EN

The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis

Abstract

Renewable energy, accepted as a solution to global energy needs, is an environmentally benign energy source that contributes to the economic development of countries, protects natural resources, and reduces pollution. Dependency on non-renewable energy sources raises serious concerns such as environmental degradation, energy security problems, and supply shortages. This study aims to evaluate the renewable energy performances of 14 Balkan and Black Sea countries with similar historical, cultural, and structural characteristics. For this purpose, the data on countries’ renewable energy indicators in 2020 is used in the grey principal component analysis that integrates grey system theory and principal component analysis. Thanks to the grey principal component analysis, it is possible to measure the countries’ existing state in renewable energy and evaluate the performance of countries comparatively. Results indicate that countries such as Russia and Türkiye, which stem from their potential in renewable energy indicators, or European Union member countries such as Greece and Romania, which are expected to fulfill certain obligations on renewable energy, rank first in the reference year. On the other hand, countries such as Bosnia–Herzegovina and Serbia, which have critical shortcomings in renewable energy applications, are in last place in the performance evaluation.

Keywords

References

  1. Adebayo, T. S., Ullah, S., Kartal, M. T., Ali, K., Pata, U. K., & Ağa, M. (2023). Endorsing Sustainable Development in BRICS: The Role of Technological Innovation, Renewable Energy Consumption, and Natural Resources in Limiting Carbon Emission. Science of The Total Environment, 859, 160181. https://doi.org/10.1016/j.scitotenv.2022.160181
  2. Aguirre, M., & Ibikunle, G. (2014). Determinants of Renewable Energy Growth: A Global Sample Analysis. Energy Policy, 69, 374-384.
  3. Agyekum, E. B., Kumar, N. M., Mehmood, U., Panjwani, M. K., Alhelou, H. H., Adebayo, T. S., & Al-Hinai, A. (2021). Decarbonize Russia – A Best–Worst Method Approach for Assessing the Renewable Energy Potentials, Opportunities and Challenges. Energy Reports, 7, 4498-4515.
  4. Allen, C., Metternicht, G., & Wiedmann, T. (2016). National Pathways to the Sustainable Development Goals (SDGs): A Comparative Review of Scenario Modelling Tools. Environmental Science & Policy, 66, 199-207.
  5. Andreas, J. J., Burns, C., & Touza, J. (2018). Overcoming Energy İnjustice? Bulgaria’s Renewable Energy Transition in Times of Crisis. Energy Research & Social Science, 42, 44-52.
  6. Bhat, A. A., & Mishra, P.P. (2018). The Kyoto Protocol and CO2 emission: Is India still hibernating? Indian Growth and Development Review, 11(2), 152-168.
  7. Bhattacharya, M., Paramati, S. R., Ozturk, I., & Bhattacharya, S. (2016). The Effect of Renewable Energy Consumption on Economic Growth: Evidence from Top 38 Countries. Applied Energy, 162, 733-741.
  8. Bianco, V., Proskuryakova, L., & Starodubtseva, A. (2021). Energy Inequality in the Eurasian Economic Union. Renewable and Sustainable Energy Reviews, 146, 111155. https://doi.org/10.1016/j.rser.2021.111155

Details

Primary Language

English

Subjects

Business Administration

Journal Section

Research Article

Early Pub Date

October 16, 2023

Publication Date

October 22, 2023

Submission Date

August 1, 2023

Acceptance Date

September 6, 2023

Published in Issue

Year 2023 Volume: 23 Number: 4

APA
Koçak, D., & Çalışkan, A. (2023). The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis. Ege Academic Review, 23(4), 617-626. https://doi.org/10.21121/eab.1335788
AMA
1.Koçak D, Çalışkan A. The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis. ear. 2023;23(4):617-626. doi:10.21121/eab.1335788
Chicago
Koçak, Deniz, and Abdulkerim Çalışkan. 2023. “The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis”. Ege Academic Review 23 (4): 617-26. https://doi.org/10.21121/eab.1335788.
EndNote
Koçak D, Çalışkan A (October 1, 2023) The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis. Ege Academic Review 23 4 617–626.
IEEE
[1]D. Koçak and A. Çalışkan, “The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis”, ear, vol. 23, no. 4, pp. 617–626, Oct. 2023, doi: 10.21121/eab.1335788.
ISNAD
Koçak, Deniz - Çalışkan, Abdulkerim. “The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis”. Ege Academic Review 23/4 (October 1, 2023): 617-626. https://doi.org/10.21121/eab.1335788.
JAMA
1.Koçak D, Çalışkan A. The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis. ear. 2023;23:617–626.
MLA
Koçak, Deniz, and Abdulkerim Çalışkan. “The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis”. Ege Academic Review, vol. 23, no. 4, Oct. 2023, pp. 617-26, doi:10.21121/eab.1335788.
Vancouver
1.Deniz Koçak, Abdulkerim Çalışkan. The Renewable Energy Performances of Black Sea and Balkan Countries: An Application of Grey Principal Component Analysis. ear. 2023 Oct. 1;23(4):617-26. doi:10.21121/eab.1335788

Cited By