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Proposal for a Comprehensive Tool to Measure Smart Cities under the Triple-Helix Model: Capacities Learning, Research, and Development

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  • Yeimi Xiomara Holguín Rengifo

    (Departamento de Finanzas, Instituto Tecnológico Metropolitano, Medellín 050034, Colombia)

  • Juan Felipe Herrera Vargas

    (Departamento de Ciencias Administrativas, Instituto Tecnológico Metropolitano, Medellín 050034, Colombia)

  • Alejandro Valencia-Arias

    (Facultad de Ingeniería, Universidad Señor de Sipán, Chiclayo 14000, Peru)

Abstract

This paper discusses the measurement of smart cities using efficiency indices and proposes a comprehensive tool based on the triple-helix model to assess the learning, research, and development capabilities of smart cities. Existing smart city models are divergent and lack alignment, making it difficult to compare and evaluate cities. The proposed tool aims to contribute to science, technology, and innovation policies by assessing the capabilities of participants in the regional innovation system of smart cities. The study follows a non-experimental, cross-sectional, and descriptive methodology consisting of three stages: identification of variables, definition of variables, and construction of the tool. It finds that current smart city indicators focus primarily on technological aspects, efficiency, and management processes, overlooking important factors such as citizen engagement, their capacity to adopt technologies, and their research and knowledge-generation capabilities. This study makes a significant contribution to the field of smart city measurement and evaluation by using the triple-helix model as a conceptual framework. This approach strengthens the existing knowledge about this phenomenon and lays the foundation for future research in this area.

Suggested Citation

  • Yeimi Xiomara Holguín Rengifo & Juan Felipe Herrera Vargas & Alejandro Valencia-Arias, 2023. "Proposal for a Comprehensive Tool to Measure Smart Cities under the Triple-Helix Model: Capacities Learning, Research, and Development," Sustainability, MDPI, vol. 15(18), pages 1-21, September.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13549-:d:1237264
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    References listed on IDEAS

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    1. Yirang Lim & Jurian Edelenbos & Alberto Gianoli, 2023. "Dynamics in the governance of smart cities: insights from South Korean smart cities," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 27(S1), pages 183-205, January.
    2. Robert G. Hollands, 2008. "Will the real smart city please stand up?," City, Taylor & Francis Journals, vol. 12(3), pages 303-320, December.
    3. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    4. Peter J. Lane & Michael Lubatkin, 1998. "Relative absorptive capacity and interorganizational learning," Post-Print hal-02311860, HAL.
    5. JinHyo Joseph Yun & Xiaofei Zhao & KwangHo Jung & Tan Yigitcanlar, 2020. "The Culture for Open Innovation Dynamics," Sustainability, MDPI, vol. 12(12), pages 1-21, June.
    6. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    7. Patrick Cohendet & Laurent Simon, 2008. "Knowledge intensive firms, communities and creative cities," Post-Print hal-00279505, HAL.
    8. Monique Mann & Peta Mitchell & Marcus Foth & Irina Anastasiu, 2020. "#BlockSidewalk to Barcelona: Technological sovereignty and the social license to operate smart cities," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(9), pages 1103-1115, September.
    9. William Villegas-Ch & Xavier Palacios-Pacheco & Sergio Luján-Mora, 2019. "Application of a Smart City Model to a Traditional University Campus with a Big Data Architecture: A Sustainable Smart Campus," Sustainability, MDPI, vol. 11(10), pages 1-28, May.
    10. Thays A. Oliveira & Miquel Oliver & Helena Ramalhinho, 2020. "Challenges for Connecting Citizens and Smart Cities: ICT, E-Governance and Blockchain," Sustainability, MDPI, vol. 12(7), pages 1-21, April.
    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.
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