IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v86y2023ics0038012122002750.html
   My bibliography  Save this article

A decision analysis model for smart mobility system development under circular economy approach

Author

Listed:
  • Pamučar, Dragan
  • Durán-Romero, Gemma
  • Yazdani, Morteza
  • López, Ana M.

Abstract

Circular economy (CE) is recognized as one of the most popular theories of the decade. Its domain spreads to disciplines like production, environmental sciences, and transport/mobility sectors. This research corresponds to one of the essential questions in CE which look for effective solutions in smart mobility systems regarding eco-innovation indicators. We conducted a deep survey on CE and smart mobility literature and sorted out potential solutions (alternatives) and fundamental indicators based on the Quintuple Helix model. Then, a rough-based multiple criteria decision analysis model was adopted by the incorporation of LMAW (logarithm methodology of additive weights) and MARCOS (measurement of Alternatives and Ranking according to the COmpromise Solution) methods. To analyse the potential solutions, ten experts from relevant sectors assisted us in composing an assessment platform through qualitative comparison. Initial results showed that public transport (good practices) and shared mobility services are amongst the best solutions for establishing a smart mobility plan. Our decision-making model was tested and showed that our ranking scores are highly confidential and stable. The outcome of this study can be benchmarked in urban planning, where policymakers should rethink the transport and mobility sectors, structuring, development, and economic remodelling which are top decision-making problems nowadays.

Suggested Citation

  • Pamučar, Dragan & Durán-Romero, Gemma & Yazdani, Morteza & López, Ana M., 2023. "A decision analysis model for smart mobility system development under circular economy approach," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
  • Handle: RePEc:eee:soceps:v:86:y:2023:i:c:s0038012122002750
    DOI: 10.1016/j.seps.2022.101474
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012122002750
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.seps.2022.101474?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. Uğur Baç, 2020. "An Integrated SWARA-WASPAS Group Decision Making Framework to Evaluate Smart Card Systems for Public Transportation," Mathematics, MDPI, vol. 8(10), pages 1-24, October.
    2. Ruben Bibas & Jean Chateau & Elisa Lanzi, 2021. "Policy scenarios for a transition to a more resource efficient and circular economy," OECD Environment Working Papers 169, OECD Publishing.
    3. Clara Benevolo & Renata Paola Dameri & Beatrice D’Auria, 2016. "Smart Mobility in Smart City," Lecture Notes in Information Systems and Organization, in: Teresina Torre & Alessio Maria Braccini & Riccardo Spinelli (ed.), Empowering Organizations, edition 1, pages 13-28, Springer.
    4. Milad Pira, 2021. "A novel taxonomy of smart sustainable city indicators," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-10, December.
    5. Kourtit, Karima & Nijkamp, Peter & Steenbruggen, John, 2017. "The significance of digital data systems for smart city policy," Socio-Economic Planning Sciences, Elsevier, vol. 58(C), pages 13-21.
    6. Gavurova, Beata & Kelemen, Miroslav & Polishchuk, Volodymyr, 2022. "Expert model of risk assessment for the selected components of smart city concept: From safe time to pandemics as COVID-19," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
    7. Henry Etzkowitz & Chunyan Zhou, 2006. "Triple Helix twins: innovation and sustainability," Science and Public Policy, Oxford University Press, vol. 33(1), pages 77-83, February.
    8. Antonia Gravagnuolo & Mariarosaria Angrisano & Luigi Fusco Girard, 2019. "Circular Economy Strategies in Eight Historic Port Cities: Criteria and Indicators Towards a Circular City Assessment Framework," Sustainability, MDPI, vol. 11(13), pages 1-24, June.
    9. Laura Ahonen & Tuija Hämäläinen, 2012. "CLIQ: A Practical Approach to the Quadruple Helix and More Open Innovation," Innovation, Technology, and Knowledge Management, in: Steven P. MacGregor & Tamara Carleton (ed.), Sustaining Innovation, edition 1, chapter 0, pages 15-29, Springer.
    10. Julie Marin & Bruno De Meulder, 2018. "Interpreting Circularity. Circular City Representations Concealing Transition Drivers," Sustainability, MDPI, vol. 10(5), pages 1-24, April.
    11. Elena Simina Lakatos & Geng Yong & Andrea Szilagyi & Dan Sorin Clinci & Lucian Georgescu & Catalina Iticescu & Lucian-Ionel Cioca, 2021. "Conceptualizing Core Aspects on Circular Economy in Cities," Sustainability, MDPI, vol. 13(14), pages 1-21, July.
    12. Zawieska, Jakub & Pieriegud, Jana, 2018. "Smart city as a tool for sustainable mobility and transport decarbonisation," Transport Policy, Elsevier, vol. 63(C), pages 39-50.
    13. Gianmarco Bressanelli & Federico Adrodegari & Marco Perona & Nicola Saccani, 2018. "Exploring How Usage-Focused Business Models Enable Circular Economy through Digital Technologies," Sustainability, MDPI, vol. 10(3), pages 1-21, February.
    14. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    15. Dorota Murzyn, 2020. "Fostering Eco-innovation Through Smart Specialization Strategies and Support of EU Funds," Springer Proceedings in Business and Economics, in: Karolina Daszyńska-Żygadło & Agnieszka Bem & Bożena Ryszawska & Erika Jáki & Taťána Hajdíková (ed.), Finance and Sustainability, pages 103-113, Springer.
    16. Patrick Schroeder & Kartika Anggraeni & Uwe Weber, 2019. "The Relevance of Circular Economy Practices to the Sustainable Development Goals," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 77-95, February.
    17. Isabelle Nicolaï & Rémy Le Boennec, 2018. "Smart mobility providing smart cities," Post-Print halshs-01794612, HAL.
    18. Mauricio Marrone & Mara Hammerle, 2018. "Smart Cities: A Review and Analysis of Stakeholders’ Literature," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 60(3), pages 197-213, June.
    19. 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.
    20. Simona Zapolskytė & Vaida Vabuolytė & Marija Burinskienė & Jurgita Antuchevičienė, 2020. "Assessment of Sustainable Mobility by MCDM Methods in the Science and Technology Parks of Vilnius, Lithuania," Sustainability, MDPI, vol. 12(23), pages 1-19, November.
    21. Desdemoustier, Jonathan & Crutzen, Nathalie & Giffinger, Rudolf, 2019. "Municipalities' understanding of the Smart City concept: An exploratory analysis in Belgium," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 129-141.
    22. Mateusz Lewandowski, 2016. "Designing the Business Models for Circular Economy—Towards the Conceptual Framework," Sustainability, MDPI, vol. 8(1), pages 1-28, January.
    23. Isabelle Nicolaï & Sylvie Faucheux, 2015. "Business models and the diffusion of eco-innovations in the eco-mobility sector," Post-Print hal-01799247, HAL.
    24. Azley Abd Razak & Gareth R.T. White, 2015. "The Triple Helix model for innovation: a holistic exploration of barriers and enablers," International Journal of Business Performance and Supply Chain Modelling, Inderscience Enterprises Ltd, vol. 7(3), pages 278-291.
    25. Durán-Romero, Gemma & López, Ana M. & Beliaeva, Tatiana & Ferasso, Marcos & Garonne, Christophe & Jones, Paul, 2020. "Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    26. Jaehyun (Jason) So & Hyunju An & Changju Lee, 2020. "Defining Smart Mobility Service Levels via Text Mining," Sustainability, MDPI, vol. 12(21), pages 1-14, November.
    27. Joanna Williams, 2019. "Circular Cities: Challenges to Implementing Looping Actions," Sustainability, MDPI, vol. 11(2), pages 1-22, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alonso-Almeida, María del Mar & Giglio, Carlo & Iazzolino, Gianpaolo, 2024. "A cross-country analysis of decision-making factors influencing tourists’ shift towards circular destinations in EU-27," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).

    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. Durán-Romero, Gemma & López, Ana M. & Beliaeva, Tatiana & Ferasso, Marcos & Garonne, Christophe & Jones, Paul, 2020. "Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    2. Chembessi Chedrak & Gohoungodji Paulin & Juste Rajaonson, 2023. "“A fine wine, better with age”: Circular economy historical roots and influential publications: A bibliometric analysis using Reference Publication Year Spectroscopy (RPYS)," Journal of Industrial Ecology, Yale University, vol. 27(6), pages 1593-1612, December.
    3. Konstantinos Mantalovas & Gaetano Di Mino, 2020. "Integrating Circularity in the Sustainability Assessment of Asphalt Mixtures," Sustainability, MDPI, vol. 12(2), pages 1-17, January.
    4. Parul Gupta & Sumedha Chauhan & M. P. Jaiswal, 2019. "Classification of Smart City Research - a Descriptive Literature Review and Future Research Agenda," Information Systems Frontiers, Springer, vol. 21(3), pages 661-685, June.
    5. Katherine Mansilla-Obando & Fabiola Jeldes-Delgado & Nataly Guiñez-Cabrera, 2022. "Circular Economy Strategies with Social Implications: Findings from a Case Study," Sustainability, MDPI, vol. 14(20), pages 1-16, October.
    6. Jules Muvuna & Tuleen Boutaleb & Slobodan B. Mickovski & Keith Baker & Ghoreyshi Seyed Mohammad & Mario Cools & Wissal Selmi, 2020. "Information Integration in a Smart City System—A Case Study on Air Pollution Removal by Green Infrastructure through a Vehicle Smart Routing System," Sustainability, MDPI, vol. 12(12), pages 1-14, June.
    7. Luigi Fusco Girard & Francesca Nocca, 2019. "Moving Towards the Circular Economy/City Model: Which Tools for Operationalizing This Model?," Sustainability, MDPI, vol. 11(22), pages 1-48, November.
    8. Lopes de Sousa Jabbour, Ana Beatriz & Chiappetta Jabbour, Charbel Jose & Choi, Tsan-Ming & Latan, Hengky, 2022. "‘Better together’: Evidence on the joint adoption of circular economy and industry 4.0 technologies," International Journal of Production Economics, Elsevier, vol. 252(C).
    9. Augusto Bianchini & Jessica Rossi & Marco Pellegrini, 2019. "Overcoming the Main Barriers of Circular Economy Implementation through a New Visualization Tool for Circular Business Models," Sustainability, MDPI, vol. 11(23), pages 1-33, November.
    10. Kerem Toker & Ali Görener, 2023. "Evaluation of circular economy business models for SMEs using spherical fuzzy TOPSIS: an application from a developing countries’ perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1700-1741, February.
    11. Andrea Ciacci & Enrico Ivaldi & Reyes González-Relaño, 2021. "A Partially Non-Compensatory Method to Measure the Smart and Sustainable Level of Italian Municipalities," Sustainability, MDPI, vol. 13(1), pages 1-24, January.
    12. Hong Nham, Nguyen Thi & Ha, Le Thanh, 2022. "Making the circular economy digital or the digital economy circular? Empirical evidence from the European region," Technology in Society, Elsevier, vol. 70(C).
    13. German Arana‐Landin & Waleska Sigüenza & Beñat Landeta‐Manzano & Iker Laskurain‐Iturbe, 2024. "Circular economy: On the road to ISO 59000 family of standards," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 1977-2009, May.
    14. Johannes Stübinger & Lucas Schneider, 2020. "Understanding Smart City—A Data-Driven Literature Review," Sustainability, MDPI, vol. 12(20), pages 1-23, October.
    15. Ewa Mazur-Wierzbicka, 2021. "Towards Circular Economy—A Comparative Analysis of the Countries of the European Union," Resources, MDPI, vol. 10(5), pages 1-25, May.
    16. Ilja Nastjuk & Simon Trang & Elpiniki I. Papageorgiou, 2022. "Smart cities and smart governance models for future cities," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 1917-1924, December.
    17. Mark Anthony Camilleri, 2021. "Sustainable Production and Consumption of Food. Mise-en-Place Circular Economy Policies and Waste Management Practices in Tourism Cities," Sustainability, MDPI, vol. 13(17), pages 1-13, September.
    18. Julie Marin & Luc Alaerts & Karel Van Acker, 2020. "A Materials Bank for Circular Leuven: How to Monitor ‘Messy’ Circular City Transition Projects," Sustainability, MDPI, vol. 12(24), pages 1-23, December.
    19. Huaxiong Jiang & Stan Geertman & Patrick Witte, 2021. "Smartening urban governance: An evidence‐based perspective," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(3), pages 744-758, June.
    20. Elena Simina Lakatos & Geng Yong & Andrea Szilagyi & Dan Sorin Clinci & Lucian Georgescu & Catalina Iticescu & Lucian-Ionel Cioca, 2021. "Conceptualizing Core Aspects on Circular Economy in Cities," Sustainability, MDPI, vol. 13(14), pages 1-21, July.

    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:eee:soceps:v:86:y:2023:i:c:s0038012122002750. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/seps .

    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.