IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v12y2024i19p2997-d1486217.html
   My bibliography  Save this article

Integrating Fuzzy MCDM Methods and ARDL Approach for Circular Economy Strategy Analysis in Romania

Author

Listed:
  • Camelia Delcea

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

  • Ionuț Nica

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

  • Irina Georgescu

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

  • Nora Chiriță

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

  • Cristian Ciurea

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

Abstract

This study investigates the factors influencing C O 2 emissions in Romania from 1990 to 2023 using the Autoregressive Distributed Lag (ARDL) model. Before the ARDL model, we identified a set of six policies that were ranked using Fuzzy Electre, Topsis, DEMATEL, and Vikor. The multi-criteria decision-making (MCDM) methods have highlighted the importance of a circular policy on C O 2 emission reduction, which should be a central focus for policymakers. The results of the ARDL model indicate that, in the long term, renewable energy production reduces C O 2 emissions, showing a negative relationship. Conversely, an increase in patent applications and urbanization contributes to higher C O 2 emissions, reflecting a positive impact. In total, five key factors were analyzed: C O 2 emissions per capita, patent applications, gross domestic product, share of energy production from renewables, and urbanization. Notably, GDP does not significantly explain C O 2 emissions in the long run, suggesting that economic growth alone is not a direct driver of C O 2 emission levels in Romania. This decoupling might result from improvements in energy efficiency, shifts towards less carbon-intensive industries, and the increased adoption of renewable energy sources. Romania has implemented effective environmental regulations and policies that mitigate the impact of economic growth on C O 2 emissions.

Suggested Citation

  • Camelia Delcea & Ionuț Nica & Irina Georgescu & Nora Chiriță & Cristian Ciurea, 2024. "Integrating Fuzzy MCDM Methods and ARDL Approach for Circular Economy Strategy Analysis in Romania," Mathematics, MDPI, vol. 12(19), pages 1-35, September.
  • Handle: RePEc:gam:jmathe:v:12:y:2024:i:19:p:2997-:d:1486217
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/12/19/2997/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/12/19/2997/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. R. E. Bellman & L. A. Zadeh, 1970. "Decision-Making in a Fuzzy Environment," Management Science, INFORMS, vol. 17(4), pages 141-164, December.
    2. Babak Daneshvar Rouyendegh & Serpil Erol, 2012. "Selecting the Best Project Using the Fuzzy ELECTRE Method," Mathematical Problems in Engineering, Hindawi, vol. 2012, pages 1-12, September.
    3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    4. Yuriy Bilan & Dalia Streimikiene & Tetyana Vasylieva & Oleksii Lyulyov & Tetyana Pimonenko & Anatolii Pavlyk, 2019. "Linking between Renewable Energy, CO 2 Emissions, and Economic Growth: Challenges for Candidates and Potential Candidates for the EU Membership," Sustainability, MDPI, vol. 11(6), pages 1-16, March.
    5. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2007. "Extended VIKOR method in comparison with outranking methods," European Journal of Operational Research, Elsevier, vol. 178(2), pages 514-529, April.
    6. Mariana Hatmanu & Cristina Cautisanu & Andreea Oana Iacobuta, 2022. "On the relationships between CO2 emissions and their determinants in Romania and Bulgaria. An ARDL approach," Applied Economics, Taylor & Francis Journals, vol. 54(22), pages 2582-2595, May.
    7. Oana Dobre-Baron & Alina Nițescu & Dorina Niță & Cătălin Mitran, 2022. "Romania’s Perspectives on the Transition to the Circular Economy in an EU Context," Sustainability, MDPI, vol. 14(9), pages 1-26, April.
    8. Helmut Lütkepohl & Fang Xu, 2012. "The role of the log transformation in forecasting economic variables," Empirical Economics, Springer, vol. 42(3), pages 619-638, June.
    9. Chunguang Bai & Qingyun Zhu & Joseph Sarkis, 2024. "Circular economy and circularity supplier selection: a fuzzy group decision approach," International Journal of Production Research, Taylor & Francis Journals, vol. 62(7), pages 2307-2330, April.
    10. Peter Boswijk, H., 1994. "Testing for an unstable root in conditional and structural error correction models," Journal of Econometrics, Elsevier, vol. 63(1), pages 37-60, July.
    11. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    12. Awasthi, Anjali & Chauhan, Satyaveer S. & Goyal, S.K., 2010. "A fuzzy multicriteria approach for evaluating environmental performance of suppliers," International Journal of Production Economics, Elsevier, vol. 126(2), pages 370-378, August.
    13. Sidique, Shaufique F. & Joshi, Satish V. & Lupi, Frank, 2010. "Factors influencing the rate of recycling: An analysis of Minnesota counties," Resources, Conservation & Recycling, Elsevier, vol. 54(4), pages 242-249.
    14. Wanke, Peter & Pestana Barros, Carlos & Chen, Zhongfei, 2015. "An analysis of Asian airlines efficiency with two-stage TOPSIS and MCMC generalized linear mixed models," International Journal of Production Economics, Elsevier, vol. 169(C), pages 110-126.
    15. Christian Bayer & Christoph Hanck, 2013. "Combining non-cointegration tests," Journal of Time Series Analysis, Wiley Blackwell, vol. 34(1), pages 83-95, January.
    Full references (including those not matched with items on IDEAS)

    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. Sahoo, Manoranjan & Babu, M. Suresh & Dash, Umakant, 2016. "Long run sustainability of current account balance of China and India: New evidence from combined cointegration test," MPRA Paper 79013, University Library of Munich, Germany, revised 2016.
    2. Xia, Wanjun & Murshed, Muntasir & Khan, Zeeshan & Chen, Zhenling & Ferraz, Diogo, 2022. "Exploring the nexus between fiscal decentralization and energy poverty for China: Does country risk matter for energy poverty reduction?," Energy, Elsevier, vol. 255(C).
    3. Devi Prasad DASH & Debi Prasad BAL & Manoranjan SAHOO, 2016. "Nexus between defense expenditure and economic growth in BRIC economies: An empirical investigation," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(1(606), S), pages 89-102, Spring.
    4. Faisal Faisal & Ruqiya Pervaiz & Nesrin Ozatac & Turgut Tursoy, 2021. "Exploring the relationship between carbon dioxide emissions, urbanisation and financial deepening for Turkey using the symmetric and asymmetric causality approaches," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(12), pages 17374-17402, December.
    5. Ahmed Samour & Omar Ikbal Tawfik & Magdalena Radulescu & Cristina Florentina Baldan, 2023. "Do Oil Price, Renewable Energy, and Financial Development Matter for Environmental Quality in Oman? Novel Insights from Augmented ARDL Approach," Energies, MDPI, vol. 16(12), pages 1-14, June.
    6. Angeliki N. Menegaki, 2019. "The ARDL Method in the Energy-Growth Nexus Field; Best Implementation Strategies," Economies, MDPI, vol. 7(4), pages 1-16, October.
    7. Shahbaz, Muhammad & Khraief, Naceur & Jemaa, Mohamed Mekki Ben, 2015. "On the causal nexus of road transport CO2 emissions and macroeconomic variables in Tunisia: Evidence from combined cointegration tests," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 89-100.
    8. Farhani, Sahbi & Solarin, Sakiru Adebola, 2017. "Financial development and energy demand in the United States: New evidence from combined cointegration and asymmetric causality tests," Energy, Elsevier, vol. 134(C), pages 1029-1037.
    9. Manoranjan SAHOO & M Suresh BABU & Umakant DASH, 2016. "Current account sustainability in SAARC economies: Evidence from combined cointegration approach," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(609), W), pages 281-298, Winter.
    10. Sami Ur Rahman & Faisal Faisal & Fariha Sami & Adnan Ali & Rajnesh Chander & Muhammad Yusuf Amin, 2024. "Investigating the Nexus Between Inflation, Financial Development, and Carbon Emission: Empirical Evidence from FARDL and Frequency Domain Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 292-318, March.
    11. Mallick, Hrushikesh & Mahalik, Mantu Kumar & Sahoo, Manoranjan, 2018. "Is crude oil price detrimental to domestic private investment for an emerging economy? The role of public sector investment and financial sector development in an era of globalization," Energy Economics, Elsevier, vol. 69(C), pages 307-324.
    12. Manoranjan SAHOO & M Suresh BABU & Umakant DASH, 2016. "Current account sustainability in SAARC economies: Evidence from combined cointegration approach," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(4(609), W), pages 281-298, Winter.
    13. Saleem Haji Saleem & Dildar Haydar Ahmed & Ahmed Samour, 2024. "Examining the Impact of External Debt, Natural Resources, Foreign Direct Investment, and Economic Growth on Ecological Sustainability in Brazil," Sustainability, MDPI, vol. 16(3), pages 1-17, January.
    14. Abdhut Deheri & Stefy Carmel, 2024. "Do fluctuations in global crude oil prices have an asymmetric effect on oil product pricing in India?," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-22, February.
    15. Sahoo, Manoranjan & babu, M. Suresh & Dash, Umakant, 2016. "Current account sustainability in SAARC economies: Evidence from combined cointegration approach," MPRA Paper 79014, University Library of Munich, Germany, revised 2016.
    16. Gokmenoglu, Korhan K. & Rustamov, Bezhan, 2022. "The role of the natural resource abundance in the short and long run: The case of the Kingdom of Saudi Arabia," Resources Policy, Elsevier, vol. 77(C).
    17. Chor Foon Tang & Nai-Peng Tey, 2017. "Low fertility in Malaysia: Can it be explained?," Journal of Population Research, Springer, vol. 34(2), pages 101-118, June.
    18. Mamon Adam Maarof & Dildar Haydar Ahmed & Ahmed Samour, 2023. "Fiscal Policy, Oil Price, Foreign Direct Investment, and Renewable Energy—A Path to Sustainable Development in South Africa," Sustainability, MDPI, vol. 15(12), pages 1-16, June.
    19. Turgut Türsoy, 2017. "Causality between Stock Prices and Exchange Rates in Turkey: Empirical Evidence from the ARDL Bounds Test and a Combined Cointegration Approach," IJFS, MDPI, vol. 5(1), pages 1-10, March.
    20. Oryani, Bahareh & Kamyab, Hesam & Mоridiаn, Аli & Azizi, Zahra & Rezania, Shahabaldin & Chelliapan, Shreeshivadasan, 2022. "Does structural change boost the energy demand in a fossil fuel-driven economy? New evidence from Iran," Energy, Elsevier, vol. 254(PC).

    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:jmathe:v:12:y:2024:i:19:p:2997-:d:1486217. 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.