Short answer

Incorporate IoT data collection mechanisms into product designs to gain actionable insights into product usage, thereby optimizing reverse supply chain processes and enabling more sustainable product lifecycles.

Field: Innovation & Design
Source: Supply Chain Management An International Journal (2016)
Method: Explorative case study
Sample: 6 households
Evidence: Moderate effect

Leveraging Internet of Things (IoT) sensors to collect granular data on product usage within domestic settings can significantly improve the operational effectiveness of reverse supply chains. This innovation & design research insight is drawn from a 2016 study published in Supply Chain Management An International Journal. Using Explorative case study with 6 households, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Incorporate IoT data collection mechanisms into product designs to gain actionable insights into product usage, thereby optimizing reverse supply chain processes and enabling more sustainable product lifecycles.

Study

Innovation & DesignHigh ImpactModerate effect

IoT-driven 'Use-Visibility' enhances reverse supply chain efficiency

Leveraging Internet of Things (IoT) sensors to collect granular data on product usage within domestic settings can significantly improve the operational effectiveness of reverse supply chains.

Supply Chain Management An International Journal · 2016

Key Findings

01Four generic measurement categories (experience, consumption, interaction, depletion) can operationalise 'use-visibility'.
02Combining diverse data sources (sensors, calendars, social media, interviews, ethnography) provides a comprehensive view of product use.
03This 'use-visibility' can inform and improve reverse supply chain operations by answering 'why?', 'how?', 'when?', and 'how much?' questions.

Application

Design takeaway

How to apply

When designing products intended for a lifecycle that includes return, repair, or recycling, consider embedding simple, low-power IoT sensors that can report on usage patterns, environmental conditions, or product status.

Project actions

01Consider how your product's use can be tracked or monitored, even in a simplified way.
02Think about what data would be most useful for managing the product after its initial sale.

Method & Evidence

AimHow can the Internet of Things (IoT) be practically implemented in domestic environments to capture product usage data, thereby enhancing the visibility and efficiency of reverse supply chains?

MethodExplorative case study

ProcedureCollected 'horizontal' data on consumer product usage patterns by integrating 'vertical' data from multiple sources, including wireless sensors, online calendars, social media, interviews, and ethnography within six UK households. Used IDEF0 modelling to map use processes and applied four generic measurement categories: experience, consumption, interaction, and depletion.

Sample6 households

ContextDomestic product usage and reverse supply chains

Variables

IVImplementation of IoT sensors and data integration methods.

DVUse-visibility measures (experience, consumption, interaction, depletion) and efficiency of reverse supply chains.

CVType of household, specific products studied, duration of data collection.

Strengths & Limitations

Strengths

+Pioneering application of IoT for 'use-visibility' in reverse logistics.
+Integration of multiple data sources for a holistic view.

Limitations

It can be challenging to gain access to real user data, and simulating usage patterns may not fully reflect real-world behaviour.

Reliability & validity

The validity of the 'use-visibility' measures needs to be further established across a broader range of contexts. Reliability of sensor data and consistency of qualitative data collection methods are key considerations.

Think critically

To what extent are consumers willing to adopt products that actively collect and transmit usage data, and what are the privacy concerns associated with such 'use-visibility'?

Design Principles

"Design for data-informed reverse logistics through embedded IoT capabilities."

Understanding how and when products are used provides critical insights for managing returns, refurbishment, and recycling. This data-driven approach allows for more proactive and efficient resource allocation in reverse logistics, moving beyond reactive models.

What This Means for Your Design

Using smart devices (like IoT sensors) in homes can help companies understand exactly how people use their products, which makes it easier to manage things like returns, repairs, and recycling.

How to use in your project

1.Reference this study when discussing how to gather data on product usage for design improvements or end-of-life strategies.
2.Use the concept of 'use-visibility' to justify the need for data collection in your design project.

Add to My Project

Quick Cite

Paragraph starter

This research highlights the potential of operationalising IoT for enhanced 'use-visibility' in domestic settings, demonstrating how granular data on product consumption and interaction can significantly inform and improve reverse supply chain operations. By integrating sensors and diverse data streams, designers can gain critical insights into product lifecycles, facilitating more efficient and sustainable end-of-life management strategies.

Source

Supply Chain Management An International Journal

Operationalising IoT for reverse supply: the development of use-visibility measures

journal · 2016

View source

Questions About This Research

What does the research say about iot-driven 'use-visibility' enhances reverse supply chain efficiency?: Incorporate IoT data collection mechanisms into product designs to gain actionable insights into product usage, thereby optimizing reverse supply chain processes and enabling more sustainable product lifecycles. Evidence: Supply Chain Management An International Journal (2016).
Why does "IoT-driven 'Use-Visibility' enhances reverse supply chain efficiency" matter for design?: Understanding how and when products are used provides critical insights for managing returns, refurbishment, and recycling. This data-driven approach allows for more proactive and efficient resource allocation in reverse logistics, moving beyond reactive models.
How can designers apply this research?: Incorporate IoT data collection mechanisms into product designs to gain actionable insights into product usage, thereby optimizing reverse supply chain processes and enabling more sustainable product lifecycles.
What were the main findings?: Four generic measurement categories (experience, consumption, interaction, depletion) can operationalise 'use-visibility'.. Combining diverse data sources (sensors, calendars, social media, interviews, ethnography) provides a comprehensive view of product use.. This 'use-visibility' can inform and improve reverse supply chain operations by answering 'why?', 'how?', 'when?', and 'how much?' questions.
What research method was used?: Explorative case study with 6 households.
How strong is the evidence?: Evidence strength is rated Moderate effect, based on a 2016 journal from Supply Chain Management An International Journal.
What should I do differently in my next project?: When designing products intended for a lifecycle that includes return, repair, or recycling, consider embedding simple, low-power IoT sensors that can report on usage patterns, environmental conditions, or product status.
What are the limitations?: The study focused on a limited use context (bathroom) and a small number of households, potentially limiting generalizability to other environments and product types.