IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v13y2022i4d10.1007_s13132-021-00847-1.html
   My bibliography  Save this article

Measuring Smart City Performance: a Multiple Criteria Decision Analysis Approach

Author

Listed:
  • Pantelis Sotirelis

    (Technical University of Crete)

  • Panagiotis Nakopoulos

    (Technical University of Crete)

  • Theodora Valvi

    (University of Athens)

  • Evangelos Grigoroudis

    (Technical University of Crete)

  • Elias Carayannis

    (George Washington University)

Abstract

The concept of “smart city” is acknowledged by researchers and practitioners as a promising solution to address the challenges of urbanization and promote urban sustainability. Therefore, the assessment of smart cities has become a significant area of research. The current paper defines an evaluation framework by adopting 52 indicators classified under six smart pillars. Specifically, the PROMETHEE II method is used to rank 17 cities worldwide, with Singapore and Copenhagen achieving the highest performances. The sensitivity analysis for the two main parameters of the PROMETHEE II method validates the robustness of the results. In addition, the presented results (PROMETHEE II rankings) are compared to other well-known smart city evaluation frameworks in order to assess their validity.

Suggested Citation

  • Pantelis Sotirelis & Panagiotis Nakopoulos & Theodora Valvi & Evangelos Grigoroudis & Elias Carayannis, 2022. "Measuring Smart City Performance: a Multiple Criteria Decision Analysis Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 2957-2985, December.
  • Handle: RePEc:spr:jknowl:v:13:y:2022:i:4:d:10.1007_s13132-021-00847-1
    DOI: 10.1007/s13132-021-00847-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-021-00847-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-021-00847-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Chun Sing Lai & Youwei Jia & Zhekang Dong & Dongxiao Wang & Yingshan Tao & Qi Hong Lai & Richard T. K. Wong & Ahmed F. Zobaa & Ruiheng Wu & Loi Lei Lai, 2020. "A Review of Technical Standards for Smart Cities," Clean Technol., MDPI, vol. 2(3), pages 1-21, August.
    2. Jean-Pierre Brans & Bertrand Mareschal, 2005. "Promethee Methods," International Series in Operations Research & Management Science, in: Multiple Criteria Decision Analysis: State of the Art Surveys, chapter 0, pages 163-186, Springer.
    3. Mimica R. Milošević & Dušan M. Milošević & Dragan M. Stević & Ana D. Stanojević, 2019. "Smart City: Modeling Key Indicators in Serbia Using IT2FS," Sustainability, MDPI, vol. 11(13), pages 1-28, June.
    4. Leonidas G. Anthopoulos, 2017. "Understanding Smart Cities: A Tool for Smart Government or an Industrial Trick?," Public Administration and Information Technology, Springer, number 978-3-319-57015-0, June.
    5. Leonidas G. Anthopoulos, 2017. "The Rise of the Smart City," Public Administration and Information Technology, in: Understanding Smart Cities: A Tool for Smart Government or an Industrial Trick?, chapter 0, pages 5-45, Springer.
    6. Bertrand Mareschal & Jean Pierre Brans & Philippe Vincke, 1986. "How to select and how to rank projects: the Prométhée method," ULB Institutional Repository 2013/9307, ULB -- Universite Libre de Bruxelles.
    7. Vito Albino & Umberto Berardi & Rosa Maria Dangelico, 2015. "Smart Cities: Definitions, Dimensions, Performance, and Initiatives," Journal of Urban Technology, Taylor & Francis Journals, vol. 22(1), pages 3-21, January.
    8. Brans, J. P. & Vincke, Ph. & Mareschal, B., 1986. "How to select and how to rank projects: The method," European Journal of Operational Research, Elsevier, vol. 24(2), pages 228-238, February.
    9. Dag Bennett & Diana Pérez-Bustamante & Maria-Luisa Medrano, 2017. "Challenges for Smart Cities in the UK," Innovation, Technology, and Knowledge Management, in: Marta Peris-Ortiz & Dag R. Bennett & Diana Pérez-Bustamante Yábar (ed.), Sustainable Smart Cities, chapter 0, pages 1-14, Springer.
    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. Łukasz Brzeziński & Magdalena Krystyna Wyrwicka, 2022. "Fundamental Directions of the Development of the Smart Cities Concept and Solutions in Poland," Energies, MDPI, vol. 15(21), pages 1-52, November.
    2. Oleg Golubchikov & Mary J. Thornbush, 2022. "Smart Cities as Hybrid Spaces of Governance: Beyond the Hard/Soft Dichotomy in Cyber-Urbanization," Sustainability, MDPI, vol. 14(16), pages 1-12, August.
    3. Castro-Nuño, Mercedes & Arévalo-Quijada, M. Teresa, 2018. "Assessing urban road safety through multidimensional indexes: Application of multicriteria decision making analysis to rank the Spanish provinces," Transport Policy, Elsevier, vol. 68(C), pages 118-129.
    4. Mimica R. Milošević & Dušan M. Milošević & Ana D. Stanojević & Dragan M. Stević & Dušan J. Simjanović, 2021. "Fuzzy and Interval AHP Approaches in Sustainable Management for the Architectural Heritage in Smart Cities," Mathematics, MDPI, vol. 9(4), pages 1-29, February.
    5. Ioannis Vardopoulos & Maria Papoui-Evangelou & Bogdana Nosova & Luca Salvati, 2023. "Smart ‘Tourist Cities’ Revisited: Culture-Led Urban Sustainability and the Global Real Estate Market," Sustainability, MDPI, vol. 15(5), pages 1-26, February.
    6. Lukic RADOJKO, 2021. "Analysis Of Trade Efficiency In Serbia Based On The Promethee Method," Business Excellence and Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 11(4), pages 19-30, December.
    7. Yi Peng, 2015. "Regional earthquake vulnerability assessment using a combination of MCDM methods," Annals of Operations Research, Springer, vol. 234(1), pages 95-110, November.
    8. Denys Yemshanov & Frank H. Koch & Yakov Ben‐Haim & Marla Downing & Frank Sapio & Marty Siltanen, 2013. "A New Multicriteria Risk Mapping Approach Based on a Multiattribute Frontier Concept," Risk Analysis, John Wiley & Sons, vol. 33(9), pages 1694-1709, September.
    9. Guh, Yuh-Yuan, 1997. "Introduction to a new weighting method -- Hierarchy consistency analysis," European Journal of Operational Research, Elsevier, vol. 102(1), pages 215-226, October.
    10. Hajkowicz, Stefan, 2006. "Taking a closer look at multiple criteria analysis and economic evaluation," 2006 Conference (50th), February 8-10, 2006, Sydney, Australia 139785, Australian Agricultural and Resource Economics Society.
    11. Meløn, Mønica García & Aragonés Beltran, Pablo & Carmen González Cruz, M., 2008. "An AHP-based evaluation procedure for Innovative Educational Projects: A face-to-face vs. computer-mediated case study," Omega, Elsevier, vol. 36(5), pages 754-765, October.
    12. Kokaraki, Nikoleta & Hopfe, Christina J. & Robinson, Elaine & Nikolaidou, Elli, 2019. "Testing the reliability of deterministic multi-criteria decision-making methods using building performance simulation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 991-1007.
    13. Greco, Salvatore & Ishizaka, Alessio & Tasiou, Menelaos & Torrisi, Gianpiero, 2018. "σ-µ efficiency analysis: A new methodology for evaluating units through composite indices," MPRA Paper 83569, University Library of Munich, Germany.
    14. Juliana Martins Ruzante & Valerie J. Davidson & Julie Caswell & Aamir Fazil & John A. L. Cranfield & Spencer J. Henson & Sven M. Anders & Claudia Schmidt & Jeffrey M. Farber, 2010. "A Multifactorial Risk Prioritization Framework for Foodborne Pathogens," Risk Analysis, John Wiley & Sons, vol. 30(5), pages 724-742, May.
    15. Mulliner, Emma & Smallbone, Kieran & Maliene, Vida, 2013. "An assessment of sustainable housing affordability using a multiple criteria decision making method," Omega, Elsevier, vol. 41(2), pages 270-279.
    16. Roberto Cervelló Royo & Fernando García García & Francisco Guijarro-Martínez & Ismael Moya-Clemente, 2011. "Housing Ranking: a model of equilibrium between buyers and sellers expectations," ERSA conference papers ersa11p314, European Regional Science Association.
    17. Al-Alawi, Baha M. & Coker, Alexander D., 2018. "Multi-criteria decision support system with negotiation process for vehicle technology selection," Energy, Elsevier, vol. 157(C), pages 278-296.
    18. Tommaso Agasisti & Giuseppe Munda, 2017. "Efficiency of investment in compulsory education: An Overview of Methodological Approaches," JRC Research Reports JRC106681, Joint Research Centre.
    19. Qian-Yun Tan & Cui-Ping Wei & Qi Liu & Xiang-Qian Feng, 2016. "The Hesitant Fuzzy Linguistic TOPSIS Method Based on Novel Information Measures," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 33(05), pages 1-22, October.
    20. Hajkowicz, Stefan & Higgins, Andrew, 2008. "A comparison of multiple criteria analysis techniques for water resource management," European Journal of Operational Research, Elsevier, vol. 184(1), pages 255-265, January.

    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:spr:jknowl:v:13:y:2022:i:4:d:10.1007_s13132-021-00847-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.