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Cited by 488

The DOI matches its Crossref record; 68 of the 68 references it cites were found in a registry or an index.

Comparative analysis of standardized indicators for Smart sustainable cities: What indicators and standards to use and when?

Open access
Huovila, Aapo, Bosch, Peter, Airaksinen, Miimu·2019·Cities

Abstract

City managers need indicators for target setting, performance assessment, monitoring, management and decision-making purposes. The choice of the most suitable indicator framework is crucial, but difficult, as it requires expert knowledge. To help cities in their choice, this paper compares seven recently published indicator standards for Smart sustainable cities. A taxonomy was developed to evaluate each of their 413 indicators against five conceptual urban focuses (types of urban sustainability and smartness), ten sectoral application domains (energy, transport, ICT, economy, etc.) and five indicator types (input, process, output, outcome, impact). The results clearly discriminate between indicator standards suited for evaluating the implementation of predominantly smart city approaches versus standards more focused on sustainability assessment. A further distinction is possible in standards almost fully oriented towards impacts reached, and standards that allow for progress evaluation according to steps in the implementation process. Some standards provide a narrow focus on output indicators evaluating the progress in implementing smart urban ICT solutions (e.g. number of smart meters installed). Cities are encouraged to complement such evaluations with impact indicators that demonstrate the effects of those solutions. This paper provides guidance for city managers and policy makers to select the indicators and standard that best correspond to their assessment need and goals, and align with their stage in Smart sustainable city implementation.

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Metadata

Authors
Huovila, A., Bosch, P., & Airaksinen, M.
Venue
Cities
Publisher
Elsevier BV
Published
2019-06
Volume
89
Pages
141-153
ISSN
0264-2751 (ISSN-L)
OpenAlex
W2913830123
Cited by
488
References
68
FWCI
43.25
Type
journal article
Language
en
Open access
hybrid

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CoChat. (2026). Citation check: Comparative analysis of standardized indicators for Smart sustainable cities: What indicators and standards to use and when? https://app.cochat.ai/papers/10.1016/j.cities.2019.01.029
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Huovila, A., Bosch, P., & Airaksinen, M. (2019). Comparative analysis of standardized indicators for Smart sustainable cities: What indicators and standards to use and when? Cities. https://doi.org/10.1016/j.cities.2019.01.029

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