A Hybrid MCDM Approach for SDGs Assessment of EU Countries

Authors

DOI:

https://doi.org/10.31181/sdmap31202637

Keywords:

MPSI, RAPS, MCDM, Sustainable development goals, Comparative analysis

Abstract

This study assesses the progress of EU countries in achieving the Sustainable Development Goals (SDGs) using Multi-Criteria Decision-Making (MCDM) methods. The evaluation covers 27 countries and is based on 15 indicators for the 2019–2021 period. The MPSI-RAPS model was employed to determine indicator weights and rank the alternatives. To ensure robustness, a comprehensive sensitivity analysis was conducted across 16 scenarios. The final rankings from the MPSI-RAPS model identified Sweden, the Netherlands, and Germany as the top-performing countries in sustainable development progress. Notably, rankings varied significantly across scenarios, underscoring the impact of methodological choices on outcomes. 

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References

Ebner, D. (2007). Assessing corporate social responsibility: CSR-SCAN. In Corporate Responsibility Research Conference (pp. 15–17). Leeds, UK.

Yavuz, V. A. (2010). Concept of sustainability and sustainable production strategies for business practices. Mustafa Kemal Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 7(14), 63–86.

Salvia, A. L., Leal Filho, W., Brandli, L. L., & Griebeler, J. S. (2019). Assessing research trends related to sustainable development goals: Local and global issues. Journal of Cleaner Production, 208(20), 841–849. https://doi.org/10.1016/j.jclepro.2018.09.242

World Commission on Environment and Development (WCED). (1987). Our common future: A report from the United Nations World Commission on Environment and Development. Oxford University Press. http://www.un-documents.net/our-common-future.pdf

Scharlemann, J. P., Brock, R. C., Balfour, N., Brown, C., Burgess, N. D., Guth, M. K., ..., Kapos, V. (2020). Towards understanding interactions between sustainable development goals: The role of environment–human linkages. Sustainability Science, 15, 1573–1584. https://doi.org/10.1007/s11625-020-00799-6

Johnsson, F., Karlsson, I., Rootzén, J., Ahlbäck, A., & Gustavsson, M. (2020). The framing of a sustainable development goals assessment in decarbonizing the construction industry–Avoiding “Greenwashing”. Renewable and Sustainable Energy Reviews, 131, 1–13. https://doi.org/10.1016/j.rser.2020.110029

Dlouhá, J., & Pospíšilová, M. (2018). Education for sustainable development goals in public debate: The importance of participatory research in reflecting and supporting the consultation process in developing a vision for Czech education. Journal of Cleaner Production, 172, 4314–4327. https://doi.org/10.1016/j.jclepro.2017.06.145

Bebbington, J., & Unerman, J. (2018). Achieving the United Nations sustainable development goals: An enabling role for accounting research. Accounting, Auditing & Accountability Journal, 31(1), 2–24. https://doi.org/10.1108/AAAJ-05-2017-2929

Eurostat. (n.d.). Sustainable development indicators. https://ec.europa.eu/eurostat/data/database

Leal Filho, W., Azeiteiro, U., Alves, F., Pace, P., Mifsud, M., Brandli, L., ..., Disterheft, A. (2018). Reinvigorating the sustainable development research agenda: The role of the sustainable development goals (SDG). International Journal of Sustainable Development & World Ecology, 25(2), 131–142. https://doi.org/10.1080/13504509.2017.1342103

Hák, T., Janoušková, S., & Moldan, B. (2016). Sustainable development goals: A need for relevant indicators. Ecological Indicators, 60, 565–573. https://doi.org/10.1016/j.ecolind.2015.08.003

Sachs, J. D., Schmidt-Traub, G., Mazzucato, M., Messner, D., Nakicenovic, N., & Rockström, J. (2019). Six transformations to achieve the sustainable development goals. Nature Sustainability, 2(9), 805–814. https://doi.org/10.1038/s41893-019-0352-9

Stafford-Smith, M., Griggs, D., Gaffney, O., Ullah, F., Reyers, B., Kanie, N., ..., O’Connell, D. (2017). Integration: The key to implementing the sustainable development goals. Sustainability Science, 12, 911–919. https://doi.org/10.1007/s11625-016-0383-3

Fleming, A., Wise, R. M., Hansen, H., & Sams, L. (2017). The sustainable development goals: A case study. Marine Policy, 86, 94–103. https://doi.org/10.1016/j.marpol.2017.09.019

Swain, R. B. (2018). A critical analysis of the sustainable development goals. In W. Leal Filho (Ed.), Handbook of sustainability science and research (pp. 341–355). Springer. https://doi.org/10.1007/978-3-319-63007-6_21

Bali Swain, R., & Yang-Wallentin, F. (2020). Achieving sustainable development goals: Predicaments and strategies. International Journal of Sustainable Development & World Ecology, 27(2), 96–106. https://doi.org/10.1080/13504509.2019.1692316

Albareda-Tiana, S., Vidal-Raméntol, S., & Fernández-Morilla, M. (2018). Implementing the sustainable development goals at university level. International Journal of Sustainability in Higher Education, 19(3), 473–497. https://doi.org/10.1108/IJSHE-05-2017-0069

Fuso Nerini, F., Sovacool, B., Hughes, N., Cozzi, L., Cosgrave, E., Howells, M., ..., Milligan, B. (2019). Connecting climate action with other sustainable development goals. Nature Sustainability, 2(8), 674–680. https://doi.org/10.1038/s41893-019-0334-y

Baninla, Y., Wang, C., Pu, J., Gao, X., & Zhang, Q. (2025). Evaluating the progress and identifying future improvement areas of mining's contribution to the sustainable development goals (SDGs). The Extractive Industries and Society, 23, 101637. https://doi.org/10.1016/j.exis.2025.101637

Kim, E. M. (2017). Gender and the sustainable development goals. Global Social Policy, 17(2), 239–244. https://doi.org/10.1177/1468018117703444

Brodny, J., & Tutak, M. (2023a). The level of implementing sustainable development goal "industry, innovation and infrastructure" of agenda 2030 in the European Union countries: Application of MCDM methods. Oeconomia Copernicana, 14(1), 47–102. https://doi.org/10.24136/oc.2023.002

Brodny, J., & Tutak, M. (2023b). Assessing the energy and climate sustainability of European Union member states: An MCDM-based approach. Smart Cities, 6(1), 339–367. https://doi.org/10.3390/smartcities6010017

Stanujkic, D., Popovic, G., Zavadskas, E. K., Karabasevic, D., & Binkyte-Veliene, A. (2020). Assessment of progress towards achieving sustainable development goals of the “Agenda 2030” by using the CoCoSo and the Shannon Entropy methods: The case of the EU Countries. Sustainability, 12(14), 1–16. https://doi.org/10.3390/su12145717

Ayyildiz, E. (2022). Fermatean fuzzy step-wise weight assessment ratio analysis (SWARA) and its application to prioritizing indicators to achieve sustainable development goal-7. Renewable Energy, 193, 136–148. https://doi.org/10.1016/j.renene.2022.05.021

Candan, G., & Toklu, M. C. (2022). Evaluating security performances of EU countries in the context of sustainable development using fuzzy SMART and ARAS approaches. Environment, Development and Sustainability, 2022, 1–27. https://doi.org/10.1007/s10668-022-02779-5

Brodny, J., & Tutak, M. (2023c). Assessing regional implementation of sustainable development goal 9 “build resilient infrastructure, promote sustainable industrialization and foster innovation” in Poland. Technological Forecasting and Social Change, 195(2023), 1–25. https://doi.org/10.1016/j.techfore.2023.122773

Cao, J., & Solangi, Y. A. (2023). Analyzing and prioritizing the barriers and solutions of sustainable agriculture for promoting sustainable development goals in China. Sustainability, 15(10), 1–22. https://doi.org/10.3390/su15108317

Martín, C. J., & Carnero, M. C. (2019). Evaluation of sustainable development in European Union countries. Applied Sciences, 9(22), 1–39. https://doi.org/10.3390/app9224880

Bieszk-Stolorz, B., & Dmytrów, K. (2023). Decent work and economic growth in EU countries—Static and dynamic analyses of sustainable development goal 8. Sustainability, 15(18), 1–18. https://doi.org/10.3390/su151813327

Dmytrów, K., Bieszk-Stolorz, B., & Landmesser-Rusek, J. (2022). Sustainable energy in European countries: Analysis of sustainable development goal 7 using the dynamic time warping method. Energies, 15(20), 1–17. https://doi.org/10.3390/en15207756

Bieszk-Stolorz, B. (2023). Application of multivariate statistical analysis to assess the implementation of sustainable development goal 8 in European Union countries. The Polish Statistician, 68(03), 22–43. https://doi.org/10.59139/ws.2023.03.2

Dwivedi, P. P., & Sharma, D. K. (2022). Application of Shannon Entropy and COCOSO techniques to analyze performance of sustainable development goals: The case of the Indian Union Territories. Results in Engineering, 14, 1–9. https://doi.org/10.1016/j.rineng.2022.100416

Piwowarski, M., Miłaszewicz, D., Łatuszyńska, M., Borawski, M., & Nermend, K. (2018). TOPSIS and VIKOR methods in study of sustainable development in the EU countries. Procedia Computer Science, 126, 1683–1692. https://doi.org/10.1016/j.procs.2018.08.109

Piwowarski, M., Miłaszewicz, D., Łatuszyńska, M., Borawski, M., & Nermend, K. (2018). Application of the vector measure construction method and technique for order preference by similarity ideal solution for the analysis of the dynamics of changes in the poverty levels in the European Union countries. Sustainability, 10(8), 1–24. https://doi.org/10.3390/su10082858

Zhang, X., Wang, C., Li, E., & Xu, C. (2014). Assessment model of eco-environmental vulnerability based on improved entropy weight method. The Scientific World Journal, 2014, 1–7. https://doi.org/10.1155/2014/797814

Gligorić, M., Gligorić, Z., Lutovac, S., Negovanović, M., & Langović, Z. (2022). Novel hybrid MPSI–MARA decision-making model for support system selection in an underground mine. Systems, 10(6), 1–21. https://doi.org/10.3390/systems10060248

Urošević, K., Gligorić, Z., Miljanović, I., Beljić, Č., & Gligorić, M. (2021). Novel methods in multiple criteria decision-making process (Mcrat and raps)—Application in the mining industry. Mathematics, 9(16), 1–21. https://doi.org/10.3390/math9161980

Abdulaal, R., & Bafail, O. A. (2022). Two new approaches (RAMS-RATMI) in multi-criteria decision-making tactics. Journal of Mathematics, 2022, 1–20.

Hasanzadeh, R., Mojaver, P., Khalilarya, S., & Azdast, T. (2023). Air co-gasification process of LDPE/HDPE waste based on thermodynamic modeling: Hybrid multi-criteria decision-making techniques with sensitivity analysis. International Journal of Hydrogen Energy, 48(6), 2145–2160. https://doi.org/10.1016/j.ijhydene.2022.10.101

Zhou, B., Chen, J., Wu, Q., Pamucar, D., Wang, W., & Zhou, L. (2022). Risk priority evaluation of power transformer parts based on hybrid FMEA framework under hesitant fuzzy environment. Facta Universitatis, Series: Mechanical Engineering, 20(2), 399–420. https://doi.org/10.22190/FUME220223013Z

Vahidinia, A., & Hasani, A. (2023). A Comprehensive Evaluation Model for Smart Supply Chain Based on The Hybrid Multi-Criteria Decision-Making Method. Journal of Soft Computing and Decision Analytics, 1(1), 219–237. https://doi.org/10.31181/jscda11202313

ul Haq, H. B., & Saqlain, M. (2023). An Implementation of Effective Machine Learning Approaches to Perform Sybil Attack Detection (SAD) in IoT Network. Theoretical and Applied Computational Intelligence, 1(1), 1–14. https://doi.org/10.31181/taci1120232

Yazdani, M., Zarate, P., Kazimieras Zavadskas, E., & Turskis, Z. (2019). A combined compromise solution (CoCoSo) method for multi-criteria decision-making problems. Management Decision, 57(9), 2501–2519.

Hwang, C. L., & Yoon, K. (1981). Multiple attribute decision making—Methods and applications. Springer-Verlag.

Zavadskas, E. K., Turskis, Z., Antucheviciene, J., & Zakarevicius, A. (2012). Optimization of weighted aggregated sum product assessment. Elektronika ir elektrotechnika, 122(6), 3–6. https://doi.org/10.5755/j01.eee.122.6.1810

Stević, Ž., Pamučar, D., Puška, A., & Chatterjee, P. (2020). Sustainable supplier selection in healthcare industries using a new MCDM method: Measurement of alternatives and ranking according to COmpromise solution (MARCOS). Computers & Industrial Engineering, 140, 106231. https://doi.org/10.1016/j.cie.2019.106231

Melnikas, B. (2010). Sustainable development and creation of the knowledge economy: The new theoretical approach. Technological and Economic Development of Economy, 16(3), 516–540.

Published

2025-05-11

How to Cite

Ersoy, N., Özçalıcı, M., & Trung, D. D. (2025). A Hybrid MCDM Approach for SDGs Assessment of EU Countries. Spectrum of Decision Making and Applications, 3(1), 164-186. https://doi.org/10.31181/sdmap31202637