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Innovating Metrics for Smarter, Responsive Cities

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  • H. Patricia McKenna

    (AmbientEase, Victoria, BC V8V 4Y9, Canada)

Abstract

This paper explores the emerging and evolving landscape for metrics in smart cities in relation to big data challenges. Based on a review of the research literature, the problem of “synthetic quantitative indicators” along with concerns for “measuring urban realities” and “making metrics meaningful” are identified. In response, the purpose of this paper is to advance the need for innovating metrics for smarter, more interactive and responsive cities in addressing and mitigating algorithmic-related challenges on the one hand, and concerns associated with involving people more meaningfully on the other hand. As such, the constructs of awareness, learning, openness, and engagement are employed in this study. Using an exploratory case study approach, the research design for this work includes the use of multiple methods of data collection including survey and interviews. Employing a combination of content analysis for qualitative data and descriptive statistics for quantitative data, the main findings of this work support the need for rethinking and innovating metrics. As such, the main conclusion of this paper highlights the potential for developing new pathways and spaces for involving people more directly, knowingly, and meaningfully in addressing big and small data challenges for the innovating of urban metrics.

Suggested Citation

  • H. Patricia McKenna, 2019. "Innovating Metrics for Smarter, Responsive Cities," Data, MDPI, vol. 4(1), pages 1-26, February.
  • Handle: RePEc:gam:jdataj:v:4:y:2019:i:1:p:25-:d:203960
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    References listed on IDEAS

    as
    1. Allen S. Lee & Richard L. Baskerville, 2003. "Generalizing Generalizability in Information Systems Research," Information Systems Research, INFORMS, vol. 14(3), pages 221-243, September.
    2. Kirk Harland & Alison Heppenstall & Dianna Smith & Mark Birkin, 2012. "Creating Realistic Synthetic Populations at Varying Spatial Scales: A Comparative Critique of Population Synthesis Techniques," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-1.
    3. Beckman, Richard J. & Baggerly, Keith A. & McKay, Michael D., 1996. "Creating synthetic baseline populations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 30(6), pages 415-429, November.
    4. Sally P. Caird & Stephen H. Hallett, 2019. "Towards evaluation design for smart city development," Journal of Urban Design, Taylor & Francis Journals, vol. 24(2), pages 188-209, March.
    5. Simon Joss, 2018. "Future cities: asserting public governance," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-4, December.
    6. 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.
    7. Maria-Lluïsa Marsal-Llacuna, 2017. "Building Universal Socio-cultural Indicators for Standardizing the Safeguarding of Citizens’ Rights in Smart Cities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(2), pages 563-579, January.
    8. Federico Caprotti & Robert Cowley & Ayona Datta & Vanesa Castán Broto & Eleanor Gao & Lucien Georgeson & Clare Herrick & Nancy Odendaal & Simon Joss, 2017. "The New Urban Agenda: key opportunities and challenges for policy and practice," Urban Research & Practice, Taylor & Francis Journals, vol. 10(3), pages 367-378, July.
    9. 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.
    10. Simon Bell & Francesca Benatti & Neil R. Edwards & Robin Laney & David R. Morse & Lara Piccolo & Oliver Zanetti, 2018. "Smart Cities and M3: Rapid Research, Meaningful Metrics and Co-Design," Systemic Practice and Action Research, Springer, vol. 31(1), pages 27-53, February.
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