Short answer

Integrate activity-based costing to quantify the carbon impact of design and production choices, and advocate for carbon pricing mechanisms that demonstrably affect profitability to incentivize sustainable practices.

Field
Commercial Production
Source
Processes (2023)
Method
Mathematical programming and carbon emissions modelling
Evidence
Strong effect

Implementing activity-based costing allows manufacturers to accurately attribute carbon costs to individual products, driving more informed sustainability decisions. This commercial production research insight is drawn from a 2023 study published in Processes. Using Mathematical programming and carbon emissions modelling, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Integrate activity-based costing to quantify the carbon impact of design and production choices, and advocate for carbon pricing mechanisms that demonstrably affect profitability to incentivize sustainable practices.

Study
Commercial ProductionRecentStrong effect

Activity-based costing reveals hidden carbon costs in footwear production.

Implementing activity-based costing allows manufacturers to accurately attribute carbon costs to individual products, driving more informed sustainability decisions.

Processes · 2023

01

Key Findings

  • 01Activity-based costing provides accurate attribution of carbon costs per product.
  • 02Carbon tax and carbon rights must significantly impact company profits to drive adoption of emission reduction strategies.
  • 03Collaboration with brand customers is essential for achieving sustainable development milestones and carbon reduction paths.
02

Application

Design takeaway

Integrate activity-based costing to quantify the carbon impact of design and production choices, and advocate for carbon pricing mechanisms that demonstrably affect profitability to incentivize sustainable practices.

How to apply

When designing new products or optimizing existing ones, use activity-based costing to map out the carbon footprint of each component and manufacturing step. Use this data to justify design choices that minimize environmental impact and to engage with stakeholders on the financial implications of sustainability.

Project actions

  • 01When analyzing a product's environmental impact, consider using a costing method that breaks down costs by activity.
  • 02Investigate how financial incentives (like taxes or credits) could influence design choices towards sustainability.
  • 03Think about how collaboration with suppliers or customers could help achieve environmental goals.
03

Method & Evidence

AimHow can activity-based costing be integrated into a circular economy decision model to accurately measure and manage carbon emissions in the knitted footwear industry, impacting company profits and product structure towards net-zero goals under Industry 4.0?
MethodMathematical programming and carbon emissions modelling
ProcedureThe study developed a sustainable decision-making model incorporating four carbon tax functions. It utilized activity-based costing to attribute costs, including carbon costs, to specific production processes within the knitted footwear industry. The model was used to analyze the impact of these costs on company profits and product structure in the context of achieving net-zero emissions.
ContextKnitted footwear manufacturing, Industry 4.0, Circular Economy, Net Zero Emissions

Variables

IVCarbon tax rates, carbon rights prices, Industry 4.0 integration levels
DVCompany profits, Product structure (e.g., material mix, recyclability)
CVProduction processes, Material availability, Market demand
04

Strengths & Limitations

Strengths

  • +Integrates economic and environmental factors into a decision model.
  • +Provides a practical costing methodology (activity-based costing) for carbon emissions.
  • +Highlights the importance of stakeholder collaboration.

Limitations

It can be challenging to accurately gather all the data needed for activity-based costing, especially for complex supply chains. The impact of carbon taxes can be difficult to predict precisely.

Reliability & validity

The reliability of the findings depends on the accuracy of the mathematical model and the input data for activity-based costing. Validity is supported by the logical connection between cost attribution, financial incentives, and behavioral change.

Think critically

To what extent can a purely financial incentive like a carbon tax truly drive deep-seated sustainable design practices, or are ethical and societal pressures equally, if not more, important?

05

Design Principles

"Quantify and internalize external environmental costs to drive sustainable innovation."

Understanding the precise carbon footprint of each product is crucial for businesses aiming for net-zero emissions. This granular cost data enables targeted process improvements and informs strategic decisions regarding product design and manufacturing, ultimately impacting profitability and environmental responsibility.

06

What This Means for Your Design

This study shows that by carefully tracking all the costs associated with making a shoe, including its environmental impact (like carbon emissions), companies can make better decisions to be more eco-friendly and still make money. If the cost of polluting is high enough, companies will be motivated to reduce it.

How to use in your project

  • 1.Use the concept of activity-based costing to justify your chosen materials and manufacturing processes based on their environmental and economic impact.
  • 2.Discuss how financial incentives or penalties related to carbon emissions could influence your design decisions.
07

Add to My Project

08

Quick Cite

Paragraph starter

This research emphasizes the critical role of activity-based costing in quantifying the environmental impact of production processes, particularly carbon emissions. By accurately attributing these 'carbon costs' to individual products, businesses can make more informed decisions that align profitability with sustainability goals. The study suggests that for circular economy models to be effective in achieving net-zero emissions, financial incentives such as carbon taxes must be significant enough to influence corporate behavior, and collaboration across the value chain is essential for driving meaningful change.

09

Source

Processes

Sustainable Decision Model for Circular Economy towards Net Zero Emissions under Industry 4.0

journal · 2023

View source

Questions About This Research

What does the research say about activity-based costing reveals hidden carbon costs in footwear production?
Integrate activity-based costing to quantify the carbon impact of design and production choices, and advocate for carbon pricing mechanisms that demonstrably affect profitability to incentivize sustainable practices. Evidence: Processes (2023).
Why does "Activity-based costing reveals hidden carbon costs in footwear production." matter for design?
Understanding the precise carbon footprint of each product is crucial for businesses aiming for net-zero emissions. This granular cost data enables targeted process improvements and informs strategic decisions regarding product design and manufacturing, ultimately impacting profitability and environmental responsibility.
How can designers apply this research?
Integrate activity-based costing to quantify the carbon impact of design and production choices, and advocate for carbon pricing mechanisms that demonstrably affect profitability to incentivize sustainable practices.
What were the main findings?
Activity-based costing provides accurate attribution of carbon costs per product.. Carbon tax and carbon rights must significantly impact company profits to drive adoption of emission reduction strategies.. Collaboration with brand customers is essential for achieving sustainable development milestones and carbon reduction paths.
What research method was used?
Mathematical programming and carbon emissions modelling.
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2023 journal from Processes.
What should I do differently in my next project?
When designing new products or optimizing existing ones, use activity-based costing to map out the carbon footprint of each component and manufacturing step. Use this data to justify design choices that minimize environmental impact and to engage with stakeholders on the financial implications of sustainability.
What are the limitations?
The model's direct applicability and the effectiveness of carbon tax mechanisms may vary significantly across different industries and regulatory environments. Consumer behavior was not explicitly modeled.