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Assessing regional economic Performance: Fuzzy multi-criteria decision making and panel regression approach

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  • Profiroiu, Constantin Marius
  • Profiroiu, Alina Georgiana
  • Constantin, Daniela-Luminția
  • Nica, Ionuț
  • Delcea, Camelia
  • Brişcariu, Maria Roxana

Abstract

This study presents a novel methodological framework that integrates Fuzzy Multi-Criteria Decision-Making (MCDM) techniques with panel regression analysis to assess regional economic performance in Romania. The primary objective of this research is to evaluate and prioritize key economic policies aimed at addressing regional disparities. By applying Fuzzy TOPSIS and Fuzzy Electre methods, the study approaches a more flexible and detailed evaluation of policy effectiveness, accounting for the uncertainty and variability inherent in regional economic data. Additionally, panel regression analysis is used to explore the relationships between socioeconomic factors and regional GDP growth, while Granger causality tests identify significant interdependencies among key variables. The case study, covering the period from 2003 to 2022, shows significant regional disparities, with Bucharest-Ilfov emerging as the most economically advanced region, while South-West Oltenia and West regions face considerable challenges. The results highlight the importance of regional factors, such as the number of postgraduate students and IT infrastructure, as key drivers of economic growth. This research contributes to the literature by proposing a hybrid approach that integrates fuzzy logic with econometric analysis, providing a robust tool for formulating evidence-based, region-specific policies aimed at fostering balanced economic development across Romania.

Suggested Citation

  • Profiroiu, Constantin Marius & Profiroiu, Alina Georgiana & Constantin, Daniela-Luminția & Nica, Ionuț & Delcea, Camelia & Brişcariu, Maria Roxana, 2025. "Assessing regional economic Performance: Fuzzy multi-criteria decision making and panel regression approach," Socio-Economic Planning Sciences, Elsevier, vol. 100(C).
  • Handle: RePEc:eee:soceps:v:100:y:2025:i:c:s0038012125000941
    DOI: 10.1016/j.seps.2025.102245
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    1. Samar Hussni Anbarkhan, 2023. "A Fuzzy-TOPSIS-Based Approach to Assessing Sustainability in Software Engineering: An Industry 5.0 Perspective," Sustainability, MDPI, vol. 15(18), pages 1-18, September.
    2. Pesaran, M. Hashem & Shin, Yongcheol & Smith, Richard J., 2000. "Structural analysis of vector error correction models with exogenous I(1) variables," Journal of Econometrics, Elsevier, vol. 97(2), pages 293-343, August.
    3. Toma, Pierluigi & Laurens, Patricia, 2024. "Regional development and intellectual capital: Unveiling the innovation-tradition dilemma," Socio-Economic Planning Sciences, Elsevier, vol. 96(C).
    4. Dogan, Ergun & Zhang, Xibin, 2023. "A nonparametric panel data model for examining the contribution of tourism to economic growth," Economic Modelling, Elsevier, vol. 128(C).
    5. Suparman Suparman & Muzakir Muzakir, 2023. "Regional inequality, human capital, unemployment, and economic growth in Indonesia: Panel regression approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(2), pages 2251803-225, October.
    6. Hatami-Marbini, Adel & Tavana, Madjid, 2011. "An extension of the Electre I method for group decision-making under a fuzzy environment," Omega, Elsevier, vol. 39(4), pages 373-386, August.
    7. Bersalli, Germán & Menanteau, Philippe & El-Methni, Jonathan, 2020. "Renewable energy policy effectiveness: A panel data analysis across Europe and Latin America," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    8. Yi, Su & Xiao-li, An, 2018. "Application of threshold regression analysis to study the impact of regional technological innovation level on sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 27-32.
    9. Marcus Gumpert, 2024. "Regional economic disparities under the Solow model," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(2), pages 1017-1037, April.
    10. Alina Elena Ionașcu & Shankha Shubhra Goswami & Alexandra Dănilă & Maria-Gabriela Horga & Corina Aurora Barbu & Adrian Şerban-Comǎnescu, 2024. "Analyzing Primary Sector Selection for Economic Activity in Romania: An Interval-Valued Fuzzy Multi-Criteria Approach," Mathematics, MDPI, vol. 12(8), pages 1-38, April.
    11. Zhaoying Ouyang & Miaochao Chen, 2022. "Construction and Application of Economic Management Fuzzy Decision Model Based on Fuzzy Relevance Method," Journal of Mathematics, Hindawi, vol. 2022, pages 1-11, January.
    12. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    13. Viviana Celli & Augusto Cerqua & Guido Pellegrini, 2024. "Does R&D Expenditure Boost Economic Growth in Lagging Regions?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 173(1), pages 249-268, May.
    14. Evan, Tomáš & Holý, Vladimír, 2021. "Economic conditions for innovation: Private vs. public sector," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    15. Andrea Bassanini & Stefano Scarpetta, 2003. "The Driving Forces of Economic Growth: Panel Data Evidence for the OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 9-56.
    16. 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.
    17. Vassilis Monastiriotis, 2014. "Regional Growth and National Development: Transition in Central and Eastern Europe and the Regional Kuznets Curve in the East and the West," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(2), pages 142-161, June.
    18. Nadia Singh & Richard Nyuur & Ben Richmond, 2019. "Renewable Energy Development as a Driver of Economic Growth: Evidence from Multivariate Panel Data Analysis," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
    19. Robert J. Stimson & Roger R. Stough & Brian H. Roberts, 2006. "Regional Economic Development," Springer Books, Springer, edition 0, number 978-3-540-34829-0, March.
    20. Han, Yi & Wu, Mingqin, 2024. "Inter-regional barriers and economic growth: Evidence from China," Journal of Development Economics, Elsevier, vol. 167(C).
    21. Lessmann, Christian, 2013. "Foreign direct investment and regional inequality: A panel data analysis," China Economic Review, Elsevier, vol. 24(C), pages 129-149.
    22. Altoé, Andrey Vinícius & da Costa Jr., Newton & Lopes, Ana Lúcia Miranda & Veloso, Thiago Roberto Magalhães & Saurin, Valter, 2017. "Technical efficiency and financial performance in the Brazilian distribution service operators," Socio-Economic Planning Sciences, Elsevier, vol. 59(C), pages 79-92.
    23. Andrei-Mirel Florea & Florentin Bercu & Riana Iren Radu & Silvius Stanciu, 2019. "A Fuzzy Set Qualitative Comparative Analysis (fsQCA) of the Agricultural Cooperatives from South East Region of Romania," Sustainability, MDPI, vol. 11(21), pages 1-18, October.
    24. Majed Albaity & Tahir Mahmood & Zeeshan Ali, 2023. "Impact of Machine Learning and Artificial Intelligence in Business Based on Intuitionistic Fuzzy Soft WASPAS Method," Mathematics, MDPI, vol. 11(6), pages 1-21, March.
    25. Huan Ling & Xiaoyue Qiu, 2024. "Asymmetric modeling of regional tourism economic disparity in China," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-16, March.
    26. Goletsis, Y. & Chletsos, M., 2011. "Measurement of development and regional disparities in Greek periphery: A multivariate approach," Socio-Economic Planning Sciences, Elsevier, vol. 45(4), pages 174-183, December.
    27. Park, Jeong-Il & Lee, Sugie, 2017. "Examining the spatial patterns of green industries and the role of government policies in South Korea: Application of a panel regression model (2006–2012)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 614-623.
    28. Badi H. Baltagi, 2021. "Econometric Analysis of Panel Data," Springer Texts in Business and Economics, Springer, edition 6, number 978-3-030-53953-5, January.
    29. Oana Oprisan & Speranta Pirciog & Alina Elena Ionascu & Cristina Lincaru & Adriana Grigorescu, 2023. "Economic Resilience and Sustainable Finance Path to Development and Convergence in Romanian Counties," Sustainability, MDPI, vol. 15(19), pages 1-24, September.
    30. Behera, Deepak Kumar & Dash, Umakant, 2019. "Prioritization of government expenditure on health in India: A fiscal space perspective," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    31. Irina Georgescu & Ionuț Nica & Camelia Delcea & Nora Chiriță & Ștefan Ionescu, 2024. "Assessing Regional Economic Performance in Romania Through Panel ARDL and Panel Quantile Regression Models," Sustainability, MDPI, vol. 16(21), pages 1-26, October.
    32. Qianwang Deng & Xiahui Liu & Haolan Liao, 2015. "Identifying Critical Factors in the Eco-Efficiency of Remanufacturing Based on the Fuzzy DEMATEL Method," Sustainability, MDPI, vol. 7(11), pages 1-21, November.
    33. Jeon, Jeonghwan & Suvitha, Krishnan & Arshad, Noreen Izza & Kalaiselvan, Samayan & Narayanamoorthy, Samayan & Ferrara, Massimiliano & Ahmadian, Ali, 2023. "A probabilistic hesitant fuzzy MCDM approach to evaluate India’s intervention strategies against the COVID-19 pandemic," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    34. Vicente Javier Clemente-Suárez & Eduardo Navarro-Jiménez & Pablo Ruisoto & Athanasios A. Dalamitros & Ana Isabel Beltran-Velasco & Alberto Hormeño-Holgado & Carmen Cecilia Laborde-Cárdenas & Jose Fran, 2021. "Performance of Fuzzy Multi-Criteria Decision Analysis of Emergency System in COVID-19 Pandemic. An Extensive Narrative Review," IJERPH, MDPI, vol. 18(10), pages 1-12, May.
    35. Amalia Kouskoura & Eleni Kalliontzi & Dimitrios Skalkos & Ioannis Bakouros, 2024. "Assessing the Key Factors Measuring Regional Competitiveness," Sustainability, MDPI, vol. 16(6), pages 1-23, March.
    36. Mary Luz Mouronte-López & Juana Savall Ceres, 2024. "Exploring socioeconomic similarity-inequality: a regional perspective," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    37. 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.
    38. Bo Yang & Joane V. Serrano & Markus A. Launer & Lulu Wang & Kamran Rabiei, 2023. "A comprehensive and systematic study on the cybernetics management systems," Systemic Practice and Action Research, Springer, vol. 36(3), pages 479-504, June.
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