Short answer

Integrate interactive visualisation tools into the design process to explore and select the most promising circular supply chain strategies.

Field
Resource Management
Source
Decision Support Systems (2020)
Method
Design Science Methodology and Case Study
Evidence
Strong effect

Interactive visualisations can significantly improve the speed and effectiveness with which design teams identify and explore opportunities for circular supply chain management. This resource management research insight is drawn from a 2020 study published in Decision Support Systems. Using Design science methodology and case study, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Integrate interactive visualisation tools into the design process to explore and select the most promising circular supply chain strategies.

Study
Resource ManagementHigh ImpactStrong effect

Interactive Visualisation Accelerates Identification of Circular Supply Chain Opportunities

Interactive visualisations can significantly improve the speed and effectiveness with which design teams identify and explore opportunities for circular supply chain management.

Decision Support Systems · 2020

01

Key Findings

  • 01Interactive visualisation enhances user control over recommendations.
  • 02The recommendation process becomes more transparent.
  • 03Interactive visualisation is a viable, fast, and effective approach for exploring CSCM recommendations.
02

Application

Design takeaway

Integrate interactive visualisation tools into the design process to explore and select the most promising circular supply chain strategies.

How to apply

When faced with numerous options for improving supply chain sustainability, use or develop interactive dashboards that allow for dynamic filtering, comparison, and exploration of potential solutions.

Project actions

  • 01When researching sustainable materials or processes, consider how you can visually represent the trade-offs and benefits.
  • 02If your project involves complex data, explore tools that allow for interactive data exploration rather than static reports.
03

Method & Evidence

AimHow can interactive visualisation techniques facilitate the identification of new sustainable business opportunities within circular supply chain management?
MethodDesign Science Methodology and Case Study
ProcedureA recommender system prototype (IS Identification App) was designed and evaluated. This system uses interactive visualisation to support sector-based identification of industrial symbiosis, allowing users to explore and control recommendations.
ContextSupply chain management, industrial symbiosis, sustainable business development

Variables

IVInteractive visualisation techniques
DVIdentification of CSCM opportunities, speed and effectiveness of exploration
CVType of recommender system, user's task, data presented
04

Strengths & Limitations

Strengths

  • +Employs a structured design science methodology.
  • +Evaluates the system through a case study, providing practical context.

Limitations

The complexity of creating truly effective interactive visualisations can be a barrier. The effectiveness also depends on the quality and relevance of the data being visualised.

Reliability & validity

The study's validity is supported by its case study approach, but reliability might be enhanced by testing with a larger and more diverse user group across different industry sectors.

Think critically

To what extent does the effectiveness of interactive visualisation depend on the user's prior knowledge of the subject matter and their familiarity with data visualisation tools?

05

Design Principles

"Leverage interactive data visualisation to enhance the exploration and selection of sustainable design solutions within complex systems."

As supply chains become more complex and sustainability-focused, designers and engineers need tools to navigate vast amounts of data. Interactive visualisation offers a powerful way to make complex recommendations understandable and actionable, leading to more informed decisions about resource use and waste reduction.

06

What This Means for Your Design

Using cool charts and graphs that you can click on and move around helps people find new ways to make supply chains better for the environment, faster.

How to use in your project

  • 1.Reference this study when discussing the importance of data visualisation in supporting design decisions for complex systems, particularly in sustainability-focused projects.
07

Add to My Project

08

Quick Cite

Paragraph starter

The research by van Capelleveen et al. (2020) highlights the significant benefits of interactive visualisation in navigating complex decision spaces, such as those found in circular supply chain management. Their findings suggest that such tools can accelerate the identification of sustainable business opportunities by enhancing transparency and user control over recommendations, indicating a strong potential for integrating similar visualisation approaches into design projects focused on resource efficiency and sustainability.

09

Source

Decision Support Systems

Exploring recommendations for circular supply chain management through interactive visualisation

journal · 2020

View source

Questions About This Research

What does the research say about interactive visualisation accelerates identification of circular supply chain opportunities?
Integrate interactive visualisation tools into the design process to explore and select the most promising circular supply chain strategies. Evidence: Decision Support Systems (2020).
Why does "Interactive Visualisation Accelerates Identification of Circular Supply Chain Opportunities" matter for design?
As supply chains become more complex and sustainability-focused, designers and engineers need tools to navigate vast amounts of data. Interactive visualisation offers a powerful way to make complex recommendations understandable and actionable, leading to more informed decisions about resource use and waste reduction.
How can designers apply this research?
Integrate interactive visualisation tools into the design process to explore and select the most promising circular supply chain strategies.
What were the main findings?
Interactive visualisation enhances user control over recommendations.. The recommendation process becomes more transparent.. Interactive visualisation is a viable, fast, and effective approach for exploring CSCM recommendations.
What research method was used?
Design Science Methodology and Case Study.
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2020 journal from Decision Support Systems.
What should I do differently in my next project?
When faced with numerous options for improving supply chain sustainability, use or develop interactive dashboards that allow for dynamic filtering, comparison, and exploration of potential solutions.
What are the limitations?
The study was based on a specific prototype and case study, and generalisability to all CSCM contexts may vary.