Short answer

When designing any complex system, especially those intended for public or urban application, establish a clear and comprehensive set of measurable performance indicators that span technical, environmental, economic, social, and regulatory aspects, tailored to the needs of various stakeholders.

Field
Sustainability
Source
Smart Cities (2019)
Method
Framework development and validation through case study implementation.
Evidence
Strong effect

A comprehensive framework can systematically identify and define Key Performance Indicators (KPIs) to evaluate the multifaceted impact of smart city solutions. This sustainability research insight is drawn from a 2019 study published in Smart Cities. Using Framework development and validation through case study implementation., researchers explored how this design variable affects real-world outcomes. The key design takeaway: When designing any complex system, especially those intended for public or urban application, establish a clear and comprehensive set of measurable performance indicators that span technical, environmental, economic, social, and regulatory aspects, tailored to the needs of various stakeholders.

Study
SustainabilityHigh ImpactStrong effect

A Structured Approach to Measuring Smart City Solution Effectiveness

A comprehensive framework can systematically identify and define Key Performance Indicators (KPIs) to evaluate the multifaceted impact of smart city solutions.

Smart Cities · 2019

01

Key Findings

  • 01A six-step framework can guide the selection of KPIs for smart city solutions.
  • 02A repository of 75 KPIs across technical, environmental, economic, social, ICT, and legal dimensions was developed.
  • 03The framework considers different stakeholder interests and evaluation scopes.
02

Application

Design takeaway

When designing any complex system, especially those intended for public or urban application, establish a clear and comprehensive set of measurable performance indicators that span technical, environmental, economic, social, and regulatory aspects, tailored to the needs of various stakeholders.

How to apply

Before finalizing a design for a smart city solution, use the six-step framework to identify and define relevant KPIs, ensuring all critical aspects are considered and measurable.

Project actions

  • 01Clearly define the goals of your design project.
  • 02Identify all potential users and stakeholders who will be affected by or interact with your design.
  • 03Brainstorm a wide range of potential performance indicators before narrowing them down.
03

Method & Evidence

AimTo develop and validate a methodological framework for selecting Key Performance Indicators (KPIs) to assess the performance of smart city solutions.
MethodFramework development and validation through case study implementation.
ProcedureThe framework involves six steps: clustering solutions into 'Transition Tracks', defining stakeholder groups, establishing KPI dimensions, creating a KPI repository per dimension, defining evaluation scope per KPI, and setting thresholds per KPI. This was applied to a smart city project, resulting in a repository of 75 KPIs across six dimensions.
ContextSmart City Solutions

Variables

IVThe methodological framework (six steps).
DVThe repository of Key Performance Indicators (KPIs) and their evaluation parameters.
CVThe specific smart city project used for implementation.
04

Strengths & Limitations

Strengths

  • +Provides a structured and systematic approach.
  • +Considers multiple dimensions and stakeholder groups.

Limitations

The number and specific nature of KPIs will vary greatly depending on the project's scale and focus. It can be challenging to objectively quantify certain social or environmental impacts.

Reliability & validity

The framework's validity is supported by its application in a real-world smart city project. Reliability would depend on consistent application of the framework's steps by different teams.

Think critically

How might the 'Transition Track' clustering influence the selection of KPIs, and could this lead to overlooking important interdependencies between different smart city systems?

05

Design Principles

"Holistic performance measurement is essential for the successful implementation and continuous improvement of complex systems."

Designing effective smart city solutions requires a clear understanding of their performance across various domains. A structured approach to KPI selection ensures that solutions are evaluated holistically, considering technical, environmental, economic, social, ICT, and legal aspects, leading to more informed decision-making and successful implementation.

06

What This Means for Your Design

To make sure smart city projects actually work well, we need a good plan for figuring out what 'working well' means. This plan helps pick the right questions to ask and the right things to measure, covering everything from technology and environment to money and people's opinions.

How to use in your project

  • 1.Reference the framework's steps when defining how you will measure the success or impact of your design solution.
  • 2.Use the concept of diverse KPI dimensions (technical, environmental, social, etc.) to justify the scope of your evaluation.
07

Add to My Project

08

Quick Cite

Paragraph starter

This research provides a valuable framework for establishing Key Performance Indicators (KPIs) in complex design projects. By systematically defining KPI dimensions (e.g., technical, environmental, social, economic) and considering stakeholder perspectives, designers can ensure a holistic evaluation of their solutions, mirroring the approach used to assess smart city technologies.

09

Source

Smart Cities

A Methodological Framework for the Selection of Key Performance Indicators to Assess Smart City Solutions

journal · 2019

View source

Questions About This Research

What does the research say about a structured approach to measuring smart city solution effectiveness?
When designing any complex system, especially those intended for public or urban application, establish a clear and comprehensive set of measurable performance indicators that span technical, environmental, economic, social, and regulatory aspects, tailored to the needs of various stakeholders. Evidence: Smart Cities (2019).
Why does "A Structured Approach to Measuring Smart City Solution Effectiveness" matter for design?
Designing effective smart city solutions requires a clear understanding of their performance across various domains. A structured approach to KPI selection ensures that solutions are evaluated holistically, considering technical, environmental, economic, social, ICT, and legal aspects, leading to more informed decision-making and successful implementation.
How can designers apply this research?
When designing any complex system, especially those intended for public or urban application, establish a clear and comprehensive set of measurable performance indicators that span technical, environmental, economic, social, and regulatory aspects, tailored to the needs of various stakeholders.
What were the main findings?
A six-step framework can guide the selection of KPIs for smart city solutions.. A repository of 75 KPIs across technical, environmental, economic, social, ICT, and legal dimensions was developed.. The framework considers different stakeholder interests and evaluation scopes.
What research method was used?
Framework development and validation through case study implementation..
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2019 journal from Smart Cities.
What should I do differently in my next project?
Before finalizing a design for a smart city solution, use the six-step framework to identify and define relevant KPIs, ensuring all critical aspects are considered and measurable.
What are the limitations?
The specific set of 75 KPIs may need adaptation for different smart city contexts. The framework's effectiveness is dependent on the thoroughness of stakeholder identification and the clarity of 'Transition Track' definitions.