IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i6p2681-d1614799.html
   My bibliography  Save this article

Analysis of Results of Experts’ Perspectives of Sustainable Regional Competitiveness Using the Analytic Hierarchy Process Multi-Criteria Method

Author

Listed:
  • Amalia Kouskoura

    (Management of Technology Research Lab (MaterLab), University of Western Macedonia, 50100 Kozani, Greece)

  • Eleni Kalliontzi

    (Management of Technology Research Lab (MaterLab), University of Western Macedonia, 50100 Kozani, Greece)

  • Dimitris Skalkos

    (Laboratory of Food Chemistry, Department of Chemistry, University of Ioannina, 45110 Ioannina, Greece)

  • Ioannis Bakouros

    (Management of Technology Research Lab (MaterLab), University of Western Macedonia, 50100 Kozani, Greece)

Abstract

Regional competitiveness is essential for sustainable development, driven by complex and interrelated factors. This study applies the Analytic Hierarchy Process (AHP) to assess experts’ perspectives of the primary factors influencing regional competitiveness, including factors like the economy, the labor market, poverty and social inclusion, health, education, environmental sustainability, transport infrastructure, technology/science and the digital society, high-tech industry growth, and innovation. From a comprehensive list of over 250 regions in the EU, selection of regions was made based on their ranked Regional Competitiveness Index (RCI), from the region with the highest index to the region with the lowest index. This involved choosing one representative region from each of the fifty RCI rankings. The selected regions included SE11 (Stockholm, Sweden, RCI: 1.08), BE22 (the Flemish Region, Belgium, RCI: 0.46), FRH0 (Île-de-France, France, RCI: 0.11), ITC3 (Lombardy, Italy, RCI: −0.30), PL43 (Masovia, Poland, RCI: −0.69), and EL53 (Western Macedonia, Greece, RCI: −1.44). By applying the AHP methodology, the prioritization sequence of the aforementioned regions was validated, confirming the robustness of the ranking derived from the Regional Competitiveness Index (RCI). The AHP analysis reinforced the importance of addressing region-specific factors and highlighted the alignment of expert judgments with the established RCI-based rankings. This study highlights the critical role of region-specific factors in driving competitiveness and sustainable development, with the AHP methodology effectively validating the prioritization of regions and providing a robust framework for aligning expert insights with established rankings.

Suggested Citation

  • Amalia Kouskoura & Eleni Kalliontzi & Dimitris Skalkos & Ioannis Bakouros, 2025. "Analysis of Results of Experts’ Perspectives of Sustainable Regional Competitiveness Using the Analytic Hierarchy Process Multi-Criteria Method," Sustainability, MDPI, vol. 17(6), pages 1-13, March.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:6:p:2681-:d:1614799
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/6/2681/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/6/2681/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ding, Guoxuan & Kang, Nier, 2024. "The impact of digital financial inclusion on China's regional disparities in the quality of economic development: Based on the relational data paradigm," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 629-651.
    2. Qian Xu & Guodong Zhu & Zongxi Qu & Guoqiang Ma, 2023. "Earthquake and Tourism Destination Resilience from the Perspective of Regional Economic Resilience," Sustainability, MDPI, vol. 15(10), pages 1-19, May.
    3. Sara González Fernández & Renata Kubus & Juan Mascareñas Pérez-Iñigo, 2019. "Innovation Ecosystems in the EU: Policy Evolution and Horizon Europe Proposal Case Study (the Actors’ Perspective)," Sustainability, MDPI, vol. 11(17), pages 1-25, August.
    4. Yoshie Sano & Sheila Mammen & Myah Houghten, 2021. "Well-Being and Stability among Low-income Families: A 10-Year Review of Research," Journal of Family and Economic Issues, Springer, vol. 42(1), pages 107-117, July.
    5. Amalia Kouskoura & Eleni Kalliontzi & Dimitris Skalkos & Ioannis Bakouros, 2024. "Evaluating Experts’ Perceptions on Regional Competitiveness Based on the Ten Key Factors of Assessment," Sustainability, MDPI, vol. 16(14), pages 1-16, July.
    6. Behrije RAMAJ-DESKU & Vlora BERISHA & Thellenza LATIFI & Alma LOKA, 2020. "The Theoretical Aspect Of Delphi Techniques And Ahp Method," Theoretical and Practical Research in the Economic Fields, ASERS Publishing, vol. 11(1), pages 67-75.
    7. Cattivelli, Valentina, 2021. "Planning peri-urban areas at regional level: The experience of Lombardy and Emilia-Romagna (Italy)," Land Use Policy, Elsevier, vol. 103(C).
    8. Alexandros Kafetzis & Michael Bampaou & Giorgos Kardaras & Kyriakos Panopoulos, 2023. "Decarbonization of Former Lignite Regions with Renewable Hydrogen: The Western Macedonia Case," Energies, MDPI, vol. 16(20), pages 1-21, October.
    9. 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.
    10. Irina Canco & Drita Kruja & Tiberiu Iancu, 2021. "AHP, a Reliable Method for Quality Decision Making: A Case Study in Business," Sustainability, MDPI, vol. 13(24), pages 1-14, December.
    11. Bence Zuti, 2018. "Mobility and Regional Competitiveness in the Digital Age," Proceedings of the 8th International RAIS Conference, March 26-27, 2018 006, Research Association for Interdisciplinary Studies.
    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. Sueun Jung & Jihyun Lee, 2023. "Exploring a Conceptual Framework of Koreans’ Residential Satisfaction Based on Maslow’s Human Needs: A Qualitative and Quantitative Integrated Study," Sustainability, MDPI, vol. 15(19), pages 1-40, September.
    2. Xiaoran Zheng & Yuzhuo Cai, 2022. "Transforming Innovation Systems into Innovation Ecosystems: The Role of Public Policy," Sustainability, MDPI, vol. 14(12), pages 1-26, June.
    3. María Jesús Rosado-García & Renata Kubus & Ramón Argüelles-Bustillo & María Jesús García-García, 2021. "A New European Bauhaus for a Culture of Transversality and Sustainability," Sustainability, MDPI, vol. 13(21), pages 1-22, October.
    4. Kleemann, Janina & Struve, Berenike & Spyra, Marcin, 2023. "Conflicts in urban peripheries in Europe," Land Use Policy, Elsevier, vol. 133(C).
    5. Rafał Nagaj & Bożena Gajdzik & Radosław Wolniak & Wieslaw Wes Grebski, 2024. "The Impact of Deep Decarbonization Policy on the Level of Greenhouse Gas Emissions in the European Union," Energies, MDPI, vol. 17(5), pages 1-23, March.
    6. Ran Yu & Yan Qin & Yuting Xu & Xiaowei Chuai, 2022. "Study on the Optimization of Territory Spatial “Urban–Agricultural–Ecological” Pattern Based on the Improvement of “Production–Living–Ecological” Function under Carbon Constraint," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    7. Veronika Bikse & Liva Grinevica & Baiba Rivza & Peteris Rivza, 2022. "Consequences and Challenges of the Fourth Industrial Revolution and the Impact on the Development of Employability Skills," Sustainability, MDPI, vol. 14(12), pages 1-23, June.
    8. Haopeng Chen & Huihui Wang, 2025. "Research on Green Supplier Selection Method Based on Improved AHP-FMEA," Sustainability, MDPI, vol. 17(7), pages 1-29, March.
    9. Shimin Pan & Rusmadiah Bin Anwar & Nor Nazida Binti Awang & Yinuo He, 2025. "Constructing a Sustainable Evaluation Framework for AIGC Technology in Yixing Zisha Pottery: Balancing Heritage Preservation and Innovation," Sustainability, MDPI, vol. 17(3), pages 1-29, January.
    10. Chong Wu & An-ding Jiang & Wenlong Zheng, 2022. "Study on the Measures for Optimizing China’s Provincial Territorial Space Based on the Perspective of Resource and Environmental Carrying Capacity in the New Situation," Sustainability, MDPI, vol. 14(21), pages 1-21, October.
    11. Marius-Ionuț Gordan & Elena Peț & Gabriela Popescu & Ioan Brad & Anda Ioana Milin & Tabita Cornelia Adamov & Ramona Ciolac & Anka Roxana Pascariu & Tiberiu Iancu, 2022. "Factors Influencing the Accommodation Prices of Romanian Rural Tourism," Sustainability, MDPI, vol. 15(1), pages 1-22, December.
    12. Christina-Ioanna Papadopoulou & Angeliki Foutri & George Martinidis & Theodora Kalea & Yannis Fallas, 2025. "Developing Blueprints for Robust Regional Bioeconomy Strategies: The Case of Western Macedonia," Land, MDPI, vol. 14(2), pages 1-20, February.
    13. Muhammad Mushahid Anwar & Juergen H. Breuste & Ayaz Ahmad & Asad Aziz & Ali Abdullah Aldosari, 2023. "Quantifying the Impacts of Urbanization on Urban Agriculture and Food Security in the Megacity Lahore, Pakistan," Sustainability, MDPI, vol. 15(16), pages 1-13, August.
    14. Shiu-Wan Hung & Chao-Liang Chang & Shu Ming Liu, 2019. "Innovation System Assessment Model for Sustainability Planning in Taiwan," Sustainability, MDPI, vol. 11(24), pages 1-24, December.
    15. Alisa C. Lewin & Michal Shamai & Sharon Novikov, 2023. "Surviving in Crisis Mode: The Effect of Material Hardship and Social Support on Emotional Wellbeing Among People in Poverty During COVID-19," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(1), pages 245-265, January.
    16. Andrei Coca & Manuela Rozalia Gabor & Irina Olimpia Susanu, 2023. "Do Innovation Metrics Reflect Sustainable Policy Making in Europe? A Comparative Study Case on the Carpathian and Alpine Mountain Regions," Mathematics, MDPI, vol. 11(6), pages 1-31, March.
    17. Elizabeth Jiménez-Medina, René Yepes-Callejas, Jim Giraldo-Builes, Iván Dario Rojas-Arenas, 2021. "Valle de la muerte: factores que dificultan el éxito de innovaciones tecnológicas," Revista CEA, Instituto Tecnológico Metropolitano, vol. 7(15), pages 1-23, September.
    18. Isabelle Liotard & Valérie Revest, 2022. "Open innovation and prizes: is the European Commission really comitted?," CEPN Working Papers hal-03524203, HAL.
    19. Andrey Afanasiev & Olga Kandinskaia & Snezana Eminidou & Andreas Sousanis, 2025. "Hydrogen Valley in Cyprus: Insights and Strategies for Citizen Engagement," Sustainability, MDPI, vol. 17(2), pages 1-32, January.
    20. Sandija Zeverte-Rivza & Laura Girdziute & Agnieszka Parlińska & Peteris Rivza & Anastasija Novikova & Ina Gudele, 2023. "Digitalisation in Bioeconomy in the Baltic States and Poland," Sustainability, MDPI, vol. 15(17), pages 1-20, September.

    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:jsusta:v:17:y:2025:i:6:p:2681-:d:1614799. 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.