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A Partially Non-Compensatory Method to Measure the Smart and Sustainable Level of Italian Municipalities

Author

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  • Andrea Ciacci

    (Department of Economics—DIEC, University of Genoa, 16126 Genoa, Italy
    Centro de Investigaciones en Econometría—CIE, University of Buenos Aires, Buenos Aires C1113 CABA, Argentina)

  • Enrico Ivaldi

    (Centro de Investigaciones en Econometría—CIE, University of Buenos Aires, Buenos Aires C1113 CABA, Argentina
    Department of Political Science—DISPO, University of Genoa, 16125 Genoa, Italy
    C.I.E.L.I., the Italian Center of Excellence on Logistics Transports and Infrastructures, University of Genoa, 16126 Genoa, Italy)

  • Reyes González-Relaño

    (Department of Physical Geography and Regional Geographical Analysis, University of Seville, 41004 Sevilla, Spain)

Abstract

A smart sustainable city (SSC) is a paradigm that encapsulates the latest lines of development in multiple fields of research. The attempt to converge towards a model of sustainable urban life, made difficult by increasing anthropic pressure and polluting activities conducted by man, is also reflected in the intentions of public institutions to take measures of environmental risk mitigation. The change towards more liveable cities must also include the adoption of more far-reaching measures in various sectors. The objective of our work was to provide an analysis in order to assess which of the Italian provincial municipalities were most closely related to the paradigm of SSCs. This aim was pursued through a comparison based on the results of a partially non-compensatory quantitative method, known as the Pena’s Distance method ( DP 2). The smartest and most sustainable cities, such as Siena, Milan and Padua, were not identified on the basis of common urban characteristics but rather derived from the combination of distinctive and functional elements in the pursuit of a strategic approach aimed at fully exploiting the resources of each area. Moreover, at a macro-geographical level, from the analysis emerged the presence of contiguous clusters, i.e., areas in which a major concentration of smart sustainable municipalities tended to form.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:1:p:435-:d:475243
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    as
    1. Marsal-Llacuna, Maria-Lluïsa & Colomer-Llinàs, Joan & Meléndez-Frigola, Joaquim, 2015. "Lessons in urban monitoring taken from sustainable and livable cities to better address the Smart Cities initiative," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 611-622.
    2. José-María Montero & Coro Chasco & Beatriz Larraz, 2010. "Building an environmental quality index for a big city: a spatial interpolation approach combined with a distance indicator," Journal of Geographical Systems, Springer, vol. 12(4), pages 435-459, December.
    3. João Romão & Eveline van Leeuwen & Bart Neuts & Peter Nijkamp, 2015. "Tourist Loyalty and Urban E-Services: A Comparison of Behavioral Impacts in Leipzig and Amsterdam," Journal of Urban Technology, Taylor & Francis Journals, vol. 22(2), pages 85-101, April.
    4. Sotiris Zygiaris, 2013. "Smart City Reference Model: Assisting Planners to Conceptualize the Building of Smart City Innovation Ecosystems," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 4(2), pages 217-231, June.
    5. Yigitcanlar, Tan & Lee, Sang Ho, 2014. "Korean ubiquitous-eco-city: A smart-sustainable urban form or a branding hoax?," Technological Forecasting and Social Change, Elsevier, vol. 89(C), pages 100-114.
    6. Brock, Kati & den Ouden, Elke & van der Klauw, Kees & Podoynitsyna, Ksenia & Langerak, Fred, 2019. "Light the way for smart cities: Lessons from Philips Lighting," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 194-209.
    7. Kremer, Hannah & Villamor, Isabel & Aguinis, Herman, 2019. "Innovation leadership: Best-practice recommendations for promoting employee creativity, voice, and knowledge sharing," Business Horizons, Elsevier, vol. 62(1), pages 65-74.
    8. Enrico Ivaldi & Andrea Ciacci & Riccardo Soliani, 2020. "Urban deprivation in Argentina: A POSET analysis," Papers in Regional Science, Wiley Blackwell, vol. 99(6), pages 1723-1747, December.
    9. Robert G. Hollands, 2008. "Will the real smart city please stand up?," City, Taylor & Francis Journals, vol. 12(3), pages 303-320, December.
    10. 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.
    11. 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.
    12. Enrico Ivaldi & Lara Penco & Gabriele Isola & Enrico Musso, 2020. "Smart Sustainable Cities and the Urban Knowledge-Based Economy: A NUTS3 Level Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 45-72, July.
    13. Monika Adamczyk & Alina Betlej & Jan Gondek & Alina Ohotina, 2019. "Technology and sustainable development: towards the future?," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(4), pages 2003-2016, June.
    14. Magdalena Kogut-Jaworska & Elżbieta Ociepa-Kicińska, 2020. "Smart Specialisation as a Strategy for Implementing the Regional Innovation Development Policy—Poland Case Study," Sustainability, MDPI, vol. 12(19), pages 1-21, September.
    15. 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.
    16. Christopher Kennedy & John Cuddihy & Joshua Engel‐Yan, 2007. "The Changing Metabolism of Cities," Journal of Industrial Ecology, Yale University, vol. 11(2), pages 43-59, April.
    17. Luca Bianchi & Carmelo Petraglia & Gaetano Vecchione, 2019. "Europe-Italy, North-South: The Double Gap," Rivista economica del Mezzogiorno, Società editrice il Mulino, issue 3-4, pages 673-687.
    18. Diamantopoulos, Adamantios & Riefler, Petra & Roth, Katharina P., 2008. "Advancing formative measurement models," Journal of Business Research, Elsevier, vol. 61(12), pages 1203-1218, December.
    19. Rob Kitchin & Martin Dodge, 2019. "The (In)Security of Smart Cities: Vulnerabilities, Risks, Mitigation, and Prevention," Journal of Urban Technology, Taylor & Francis Journals, vol. 26(2), pages 47-65, April.
    20. João Romão & Bart Neuts & Peter Nijkamp & Eveline van Leeuwen, 2015. "Culture, Product Differentiation and Market Segmentation: A Structural Analysis of the Motivation and Satisfaction of Tourists in Amsterdam," Tourism Economics, , vol. 21(3), pages 455-474, June.
    21. Pamela Mueller & André Stel & David Storey, 2008. "The effects of new firm formation on regional development over time: The case of Great Britain," Small Business Economics, Springer, vol. 30(1), pages 59-71, January.
    22. Chiara Garau & Valentina Maria Pavan, 2018. "Evaluating Urban Quality: Indicators and Assessment Tools for Smart Sustainable Cities," Sustainability, MDPI, vol. 10(3), pages 1-18, February.
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    3. María Julieta Arias & Pablo Andrés Vaschetto & Mercedes Marchese & Luciana Regaldo & Ana María Gagneten, 2022. "Benthic Macroinvertebrates and Zooplankton Communities as Ecological Indicators in Urban Wetlands of Argentina," Sustainability, MDPI, vol. 14(7), pages 1-21, March.

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