scholarly journals Innovating Metrics for Smarter, Responsive Cities

Data ◽  
2019 ◽  
Vol 4 (1) ◽  
pp. 25
Author(s):  
H. Patricia McKenna

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.

2020 ◽  
Vol 12 (5) ◽  
pp. 79
Author(s):  
H. McKenna

In the context of the challenges facing human computer interaction (HCI) on the one hand and the future Internet on the other, the purpose of this study is to explore the multi-dimensionality of smart cities, looking at relationships and interdependencies through correlating selected dimensions of smartness. Key dimensions of smartness are identified for exploration in the context of smart cities in this work through a review of the research literature. Methodologically, this work combines an exploratory case study approach consisting of multiple methods of data collection including survey and in-depth interviews, with an explanatory correlational design. In terms of results, the main findings of this work shed light on the relationships between selected dimensions of the multi-dimensionality construct of smartness in data-rich urban environments. This work is significant in that it provides correlational information for smart city dimensionalities while contributing to the research literature in this domain; uses a hybrid case study and correlational design in relation to the study of multi-dimensionality; and, opens spaces for the study of innovative urban initiatives, while taking the ideas and experiences of people from many sectors into consideration.


The purpose of this chapter is to explore translucence and the ambient as dimensions of urban visibilities and invisibilities in the context of emergent perspectives on smart cities to enrich understandings. The research literature for translucence and the ambient is explored in terms of urban visibilities and invisibilities in smart cities and regions, enabling the formulation and operationalization of a conceptual framework to guide the investigation in this chapter. Using an exploratory case study approach, combined with an explanatory correlational design, survey and interview responses provide a mix of quantitative and qualitative data for analysis. This chapter makes a contribution to 1) the research literature for translucence and the ambient in smart cities and regions, 2) the surfacing of additional urban elements for understanding 21st century cities, and 3) the evolving of theory through formulation of a conceptual framework for translucence and the ambient in smart cities.


The purpose of this chapter is to provide a review of the research literature for works that are pushing the boundaries of smart cities in providing a glimpse of perspectives going forward. This chapter focuses on ambient explorations, microgrids and smartgrids, wise cities, and the quantum concept in shedding light on the evolving nature of the people-technologies-cities dynamic for more adaptive urban environments, characteristic of smart and responsive cities. Using an exploratory case study approach, solutions and recommendations are advanced. An analysis is provided of issues, controversies, and problems along with a discussion of the solutions and recommendations offered. Perspectives emerge for looking beyond and into the future of ambient urbanities in identifying potential directions for practitioners and researchers. This chapter makes a contribution to 1) the research literature for smart cities and future cities and 2) perspectives beyond ambient urbanities that encompass parallel and complementary potentials for smarter urbanities.


This chapter explores infrastructures, experiences, and interactions in relation to emerging urban layers and spaces for engagement in the city. The purpose of this chapter is to shed light on the digital layers enabled by information and communication technologies, the internet of things, the internet of people, and other emerging technologies to complement and extend existing urban infrastructural layers. The research literature for infrastructures, experiences, and interactions is explored in this chapter in the context of smart cities, enabling identification of issues, controversies, and problems. Using an exploratory case study approach, solutions and recommendations are advanced. This chapter makes a contribution to 1) the research literature across multiple domains, 2) the identification of challenges and opportunities for research and practice relating to emerging urban layers and spaces going forward, and 3) the extending of existing understandings of urbanity to incorporate digital layers and spaces enabling connected, contextual, and continuous engagement.


This chapter explores awareness in relation to sensing and smartness in the city enabled through aware people and aware technologies, including the internet of things (IoT), the internet of people (IoP), and the internet of experiences (IoE). The main aim of this chapter is to shed light on where intelligence resides in the city and what constitutes and contributes to sensing and making cities smarter in relation to evolving notions of urbanity. The research literature for awareness, sensing, sensors, the IoT, the IoP, and the IoE is explored in this chapter in the context of urbanity and smart cities, enabling identification of issues, controversies, and problems. Using an exploratory case study approach, solutions and recommendations are advanced. This chapter makes a contribution to 1) research and practice across multiple domains including the IoT, the IoP, and IoE and 2) emerging thinking on human sensing and associated behaviors in smart cities.


The purpose of this chapter is to explore how the invisible is being made visible in smart cities and regions. The research literature for urban approaches to making the invisible visible is explored in this chapter in the context of smart and responsive cities and regions, enabling the identification of opportunities for research and practice. Using an exploratory case study approach combined with an explanatory correlational design, this chapter reveals how people describe and assess their experience of cities as smart. An analysis of quantitative and qualitative data focusing on the constructs of heightening urban sensibilities and urbanizing sheds light on opportunities for both practice and research going forward. This chapter makes a contribution to 1) the research literature for urban approaches to the making of smarter and more responsive cities through making the invisible visible and 2) conceptual and practical thinking through formulation and operationalization of an emerging framework for making the invisible visible in urban spaces and regions.


The purpose of this chapter is to explore sharing, collaboration, and openness in relation to smart cities in response to the state of the privacy construct that is said to be in disarray. A rethinking and innovating of the privacy construct is advanced in this chapter in evolving the ambient privacy framework in support of sharing, collaboration, and openness as critical dimensions of smart cities. The research literature for sharing, collaboration, and openness is explored in this chapter in the context of smart and responsive cities, enabling the identification of issues, controversies, and problems. Using an exploratory case study approach, solutions and recommendations are advanced. This chapter makes a contribution to 1) the research literature for urban sharing, collaboration, and openness in smart and responsive cities; 2) the innovating of privacy for 21st century cities; and 3) urban theory in formulating a conceptual framework for innovating privacy for smarter urbanities.


The purpose of this chapter is to explore urban visibilities and invisibilities in terms of the physical, digital, less tangible, and ambient in relation to the need for new methodologies and approaches in understanding and designing for smart cities. This chapter seeks to shed light on the interweaving of elements in urban environments informing methodologies for smart cities. The research literature for urban methodologies and approaches in the context of visibilities and invisibilities is explored in this chapter for smart cities and regions. Using an exploratory case study approach combined with an explanatory correlational design, placemaking and attuning to urban spaces are investigated as proxies for InVisibilities and the ambient.


The purpose of this chapter is to explore smartness in cities in relation to smart information architectures, with an approach that takes people into consideration, in understanding big and small data. This work seeks to shed light on the importance of data in urban environments and the purposeful leveraging of real-time analytics for interactions in the city in support of smarter governance. The research literature for information architectures, smart governance, and ambient data is explored in this chapter in the context of smart and responsive cities, enabling identification of issues, controversies, and problems. Using an exploratory case study approach, solutions and recommendations are advanced. This chapter makes a contribution to the research literature for ambient data, smart information architectures, and smarter governance; the evolving of urban theory for 21st century cities; and smart city urbanities through formulation of a framework for smart information architectures as an adaptive data management framework.


The purpose of this chapter is to explore digital literacies in the context of smart cities in relation to aware people and aware technologies. This work aims to shed light on the ambient concept for learning, play, and inclusion contributing to emergent requirements for urban digital literacies. The research literature for digital literacies, ambient learning, ambient play, and ambient inclusion is explored in this chapter in the context of smart cities, enabling identification of issues, controversies, and problems. Using an exploratory case study approach, solutions and recommendations are advanced. This chapter makes a contribution to 1) the research literature for digital literacies, ambient learning, ambient play, and ambient inclusion in smart cities; 2) the evolving of urban theory for 21st century cities; and 3) ambient urbanities by formulating and operationalizing a conceptual framework for ambient learning, play, and inclusion for smart cities in support of research and practice.


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