March 20, 2024

Carbon Accounting

Activity, Production, and Spend Based Emission Factors: A Comprehensive Comparison for Effective Carbon Accounting

Activity, Production, and Spend Based Emission Factors: A Comprehensive Comparison for Effective Carbon Accounting
Contents

As sustainability becomes a key concern for businesses, carbon accounting has become an essential aspect of measuring and reducing a company's environmental impact. The effectiveness of carbon accounting depends on accurate and appropriate measurement of emissions.

One critical aspect of carbon accounting is selecting the appropriate emission factor to use. There are three main types of emission factors: activity-based, production-based, and spend-based approach. Each type of emission factor has its advantages and disadvantages, making it crucial for sustainability managers of large businesses to understand the differences between them.

In this article, we will provide a comprehensive comparison of the three types of emission factors to help sustainability managers, operations team and executives make informed decisions when measuring and reducing their company's carbon footprint through accurate carbon calculations and management of emissions.

What are emission factors?

Emission factors refer to the quantitative measures that describe the amount of greenhouse gases (GHG) emitted during a specific activity or process. They are used in carbon accounting to estimate the total GHG emissions resulting from a particular economic activity, such as manufacturing, transportation, or energy production.

An emission factor is typically expressed in units of mass of carbon dioxide equivalent (CO2e) per unit of activity or output. For example, the emission factor for electricity generation might be expressed as the amount of CO2e emitted per kilowatt-hour of electricity produced.

Activity based emission factors

Activity-based emission factors measure the amount of emissions associated with a specific activity, such as the number of miles driven by a vehicle or the amount of electricity used by a facility. These factors are calculated based on data specific to the activity, such as the fuel efficiency of the vehicle or the emissions intensity of the electricity source.

Activity-based emission factors are a precise and accurate approach to measuring GHG emissions associated with specific activities, such as transportation or energy production. According to the United States Environmental Protection Agency, this approach can increase accuracy by up to 90% compared to other emission estimation methods.

However, the implementation of activity-based emission factors can be more time-consuming and costly than other methods of emission estimation. For example, the European Union estimates that implementing activity-based emission factors for road transport could increase administrative costs by up to 40%.

Despite the potential challenges, activity-based emission factors have proven beneficial for industries such as transportation, manufacturing, and energy production. For instance, transportation companies can utilize activity-based emission factors to measure the GHG emissions of their vehicle fleets accurately. This information can be used to optimize routes, improve fuel efficiency, and ultimately reduce emissions. In the manufacturing sector, activity-based emission factors can help identify inefficiencies in production processes and enable more efficient resource use, leading to improved sustainability. Energy producers can also use this approach to accurately measure emissions from different sources, such as fossil fuels and renewable sources, and make informed decisions about their energy mix to reduce their carbon footprint.

Examples:

  • Amazon: For example, in 2021, Amazon announced it would be implementing activity-based emission factors to reduce the carbon footprint of its delivery fleet. By accurately measuring the GHG emissions associated with each delivery vehicle, Amazon can identify areas for improvement and target reductions in emissions. This approach is part of Amazon's overall commitment to achieving net-zero carbon emissions by 2040, ten years ahead of the Paris Agreement's target.
  • IKEA: Activity-based emission factors have also been used by IKEA to reduce emissions associated with the production and transport of its products. By identifying the most emissions-intensive parts of its supply chain, IKEA has been able to make targeted improvements, such as shifting to renewable energy sources and optimizing transportation routes.
a red class 8 commercial truck

Production based emission factors

Production-based emission factors measure the amount of GHG emissions associated with a particular industry's production processes. These factors are calculated by measuring the total GHG emissions produced during the manufacturing, transportation, and disposal of goods and services.

One advantage of production-based emission factors is their simplicity. They provide a relatively easy and straightforward approach to measuring the GHG emissions of an entire industry. Additionally, production-based emission factors can help to identify emissions "hotspots" within a particular industry, allowing for targeted reductions in emissions.

However, production-based emission factors also have some limitations. For example, they do not take into account the GHG emissions produced during the use or disposal of a product. Therefore, they may not provide a complete picture of the environmental impact of a particular industry. Additionally, production-based emission factors may be less effective in industries with complex supply chains, as it may be challenging to identify and measure all of the emissions associated with each production process.

Industries that commonly use production-based emission factors include manufacturing, agriculture, and energy production. For example, the cement industry has utilized production-based emission factors to measure the GHG emissions associated with its manufacturing processes. Similarly, the agriculture industry has used these factors to identify emissions associated with fertilizer production and livestock rearing.

Examples:

  • Apple: In its 2020 Environmental Progress Report, Apple reported using production-based emissions accounting to calculate its carbon footprint. This approach allows the company to track emissions associated with its supply chain and manufacturing processes, as well as its own facilities and operations. By doing so, Apple aims to reduce its emissions and achieve carbon neutrality by 2030.
  • Nestle: As part of its commitment to sustainability, Nestle uses production-based emissions accounting to track the carbon footprint of its operations. The company reports on emissions associated with its manufacturing processes, transportation, and energy consumption. In 2020, Nestle announced plans to achieve net-zero emissions by 2050, using production-based emissions accounting to guide its efforts.
  • Unilever: Unilever uses production-based emissions accounting to track the carbon footprint of its products and operations. The company reports on emissions associated with its supply chain, manufacturing processes, and energy use, among other factors. In 2020, Unilever announced plans to achieve net-zero emissions from its products by 2039, using production-based emissions accounting to guide its efforts.
lady in a hardhat in a factory with a tablet in her hand

Spend based emission factors

Spend based emission factors estimate emissions based on the monetary value of goods and services purchased by an organization. These factors are calculated by multiplying the organization's spending by the emissions intensity of the goods or services purchased.

One of the main advantages of spend based emission factors is that they require less detailed data than other methods, making them less time-consuming and less expensive to implement. Additionally, spend-based emission factors can be useful for organizations with complex supply chains, where it may be difficult to obtain accurate data on all emissions associated with each activity.

However, the use of spend-based emission factors can lead to inaccuracies, as it assumes that all goods and services have the same emissions intensity, which is not always the case. Additionally, the use of spend based emission factors may not provide as accurate a picture of an organization's emissions as other methods.

Industries that commonly use spend based method include retail, hospitality, and consumer goods. These industries often have complex supply chains, which can make it challenging to calculate emissions associated with individual activities. Instead, they may use spend based approach, which estimate emissions based on the amount of money spent on goods and services.

Examples:

  • Walmart: The grocery store chain Walmart has used spend-based emission factors to estimate and reduce its CO2 footprint. In 2020, Walmart announced its commitment to becoming a regenerative company, pledging to protect, manage, or restore at least 50 million acres of land and 1 million square miles of ocean by 2030. The company is using spend-based emission factors to help achieve this goal by identifying suppliers with the lowest emissions intensity, as well as investing in renewable energy and other sustainability initiatives.
  • Marriott International: Another example is the hotel chain Marriott International, which has also used spend-based emission factors to measure and reduce its carbon footprint. In 2021, Marriott announced its commitment to reduce its emissions by 38% by 2025, using a combination of renewable energy, energy efficiency measures, and spend-based emission factors.
an invoice on a tablet that a man is holding

Comparative table between emission factors

The comparative table below provides a comprehensive overview of the differences between these three emission factors, including their definitions, data requirements, complexity, applicability, and use cases.

activity based vs production based vs spend based emission factors on a comparative table

Complexity

On top of the definitions of each of the methods that we have covered earlier, one aspect we consider when comparing three approaches is the complexity of each method. Activity-based emission factors can be complex, as they require activity-specific data, which may not always be readily available. Production-based emission factors also have a level of complexity, as they require production-specific emissions data. Spend-based emission factors, however, are relatively simpler to calculate, as they use financial data to estimate emissions.

Scope 3 coverage

The scope of each method is another crucial aspect to consider. Activity-based emission factors have variable scope depending on the activities and scope considered. Production-based emission factors have limited coverage of indirect and Scope 3 emissions, while spend-based emission factors are better suited for estimating indirect and Scope 3 emissions.

Applicability

Applicability is another important factor to consider when choosing a carbon accounting method. Activity-based emission factors are suitable for organizations focusing on specific activities, while production-based emission factors are suitable for businesses with direct control over production. Spend-based emission factors work well for businesses without direct control over production, such as those involved in supply chain management, sustainable procurement, or consumer behaviour.

Use cases

Finally, we consider the use cases for each method. Activity-based emission factors are often used for facility management, process optimization, and operational control. Production-based emission factors are also used for facility management, process optimization, and operational control. Spend-based emission factors, however, are often used for supply chain management, sustainable procurement, and consumer behaviour.

Factors to consider when choosing an emission calculation methods

The table below offers a comprehensive comparison of the key factors businesses should consider when selecting an emission calculation method. Accurately estimating CO2 emissions is critical for meeting sustainability goals and regulatory requirements, and selecting the most appropriate method is essential for ensuring that the estimates are reliable and representative of the actual emissions generated.

emissions calculation method factors in a coparative table

Data requirements

One of the main factors to consider is the data requirements for each approach. Activity based methods require detailed data on specific activities such as energy use, transportation, or waste generation. Production based methods require data on the volume and type of products produced, while the spend based method rely on financial data such as expenditures on purchased goods and services. The choice of method should align with a company's data collection capabilities and management systems.

Complexity

Another factor to consider is the complexity of each method. Activity based methods can be complex and require significant data analysis, while production based methods are more straightforward but may not capture emissions from other parts of the supply chain. The Spend based method are often simpler to implement but may lack precision in estimating emissions at the activity level.

Applicability

The applicability of each approach should also be considered. Activity based methods are well-suited for identifying emissions hotspots and opportunities for emissions reductions within specific activities, while production based methods are better suited for companies with direct control over their production processes. The spend based methodology are useful for companies without direct control over production and for estimating supply chain emissions.

Accuracy

Accuracy is another crucial factor to consider. Activity based methods provide detailed and accurate emissions estimates at the activity level, while production based methods may be less precise for some activities or supply chain emissions. Spend based methods provide a general estimate of emissions based on financial data, which may be less accurate than other methods.

Relevance to business operations

Relevance to business operations and regulatory compliance are also essential considerations. The selected method should reflect the specific activities and processes that generate the most significant emissions within the business operations. Companies should also consider the relevance of each method to their corporate sustainability goals and stakeholder expectations, as well as any regulatory requirements or industry standards.

By using this table as a reference, businesses can make an informed decision on the method that best aligns with their sustainability goals and reporting needs.

Recommended reading:

• Article: What Is Carbon Accounting?
• Article: Carbon Accounting Methodologies for Measuring Emissions
• Article: How Are Carbon Emissions Measured?
• Article: 11 Reasons Net0 Is the Best Carbon Accounting Platform
• Article: 10 Ways to Put Carbon Accounting on Auto-Pilot

Explore our downloadable resources and visit our blog for additional insightful content.

Value chain emissions: A comparison of three calculation approaches

Value chain emissions, or scope 3 emissions, are a crucial aspect of carbon accounting for businesses. These emissions represent the indirect emissions associated with a company's activities, including those generated by suppliers, customers, and end-users. To accurately calculate value chain emissions, businesses must use a comprehensive carbon accounting methodology that considers all activities across the value chain.

The three methods for calculating carbon emissions, activity-based, production-based, and spend-based emission factors, differ in their approach to value chain emissions. Activity based data and emission factors are the most suitable for estimating value chain emissions since they capture specific activities along the value chain, such as transportation, distribution, and waste disposal. These factors consider emissions from both internal and external activities, making them more comprehensive and accurate.

Production-based emission factors, on the other hand, have limited coverage of value chain emissions since they focus primarily on emissions generated during production. While these factors can provide a basic estimated emissions of value chain emissions, they do not consider the full range of activities that contribute to a company's carbon footprint.

Similarly, spend-based emission factors are not ideal for calculating scope 3 emissions since they allocate emissions based on the financial value of expenditure rather than actual emissions generated. While these factors can provide a rough estimate of a company's indirect emissions, they do not capture the full extent of value chain emissions.

At Net0, we recognize that each business is unique, and therefore, the choice of carbon accounting methodology depends on specific circumstances and needs. While we believe that the activity-based approach is the most accurate and comprehensive method for calculating carbon emissions, we also support other methods such as production-based and spend-based emission factors. Our team of experts is happy to help sustainable businesses report emissions and navigate the complexities of carbon accounting, choosing the most suitable approach for their needs. By working with Net0, businesses can ensure accurate carbon accounting, reduce their environmental impact, and meet their sustainability goals.

Key international standards and guidelines for emission factors

Various international standards and guidelines have been developed to ensure consistency and accuracy in the measurement and reporting of CO2 emissions. These guidelines provide frameworks and methodologies for calculating emissions, including the use of emission factors. Two of the most prominent international standards and guidelines related to emission factors are the Greenhouse Gas Protocol and the IPCC Guidelines for National Greenhouse Gas Inventories.

  1. Greenhouse Gas Protocol

The GHG Protocol is a widely recognized accounting and reporting standard developed by the World Resources Institute (WRI) and the World Business Council for Sustainable Development (WBCSD). It provides a comprehensive framework for organizations to measure, manage, and report their emissions. The GHG Protocol classifies emissions into three categories or "scopes":

  • Scope 1: Direct emissions from sources owned or controlled by the organization
  • Scope 2: Indirect emissions from the generation of purchased electricity, heat, or steam
  • Scope 3: Other indirect emissions occurring in the value chain, including both upstream and downstream activities
scope 1 2 3 emissions flow chart of value chain emissions

The GHG Protocol recommends using activity-based and production-based emission factors for calculating Scope 1 and Scope 2 emissions, respectively. For Scope 3 emissions, it encourages organizations to use a combination of activity-based, production-based, and spend-based emission factors, depending on the nature of the activities and data availability.

  1. IPCC Guidelines for National Greenhouse Gas Inventories

The Intergovernmental Panel on Climate Change (IPCC) has developed a set of guidelines for countries to estimate and report their national GHG emissions. The IPCC Guidelines for National Greenhouse Gas Inventories provide methodologies, default emission factors, and other relevant information for each sector contributing to CO2 emissions.

The IPCC guidelines offer various tiers of methods for calculating emissions, depending on data availability and accuracy requirements. These methods range from the use of simple, default emission factors (Tier 1) to more complex, country-specific factors and models (Tier 3). The guidelines also emphasize the importance of choosing appropriate emission factors based on the specific context and data quality.

Both the GHG Protocol and the IPCC Guidelines for National Greenhouse Gas Inventories shape the use of different emission factors in carbon accounting. By following these international standards and guidelines, organizations and countries can ensure that their emission calculations are consistent, transparent, and comparable, contributing to a more accurate and effective global response to climate change.

a bunch of trees that resemble broccoli

The future of activity, production, and spend based emission factors

The use of emission accounting methods, such as activity-based, production-based, and spend-based emission factors, has played a significant role in shaping environmental policies. By providing accurate and comprehensive estimates of carbon emissions, these methods have enabled businesses to identify and prioritize emission reduction opportunities and meet their sustainability goals. As environmental policies continue to evolve, carbon accounting methods will play an increasingly critical role in helping businesses reduce their environmental impact, with a particular emphasis on value chain emissions.

The field of emission accounting is continually evolving, with new innovations and trends emerging. One such trend is the increasing focus on Scope 3 emissions, as businesses recognize the importance of quantifying and reducing their indirect emissions within the value chain. Another trend is the use of technology to automate carbon accounting processes, making it easier and more efficient for businesses to track and report their emissions. Additionally, there is growing interest in incorporating circular economy principles into carbon accounting, enabling businesses to measure the environmental benefits of circular practices such as recycling and reusing materials.

The potential for further development and adoption of activity-based, production-based, and spend-based emission factors is significant. As businesses seek more accurate and comprehensive methods for calculating their carbon emissions, activity-based emission factors are likely to gain more traction due to their ability to capture all activities along the value chain. However, as the importance of Scope 3 emissions continues to grow, businesses may also turn to activity-based emission factors or a mix of activity-based and spend-based emission factors to help identify and quantify indirect emissions. Production-based emission factors may still have a role to play, particularly for businesses that have direct control over their production processes. This increased focus on various calculation methods will help organizations better manage their value chain emissions and achieve their sustainability goals.

Final thoughts on emission factors

In conclusion, businesses face a complex challenge when it comes to calculating and reducing their carbon emissions. While activity-based and production-based emission factors are more comprehensive, spend-based emission factors provide a simpler approach for estimating indirect and Scope 3 emissions. Each method has its strengths and limitations, and businesses must carefully consider their unique needs and circumstances when choosing a carbon accounting approach.

At Net0, we believe that accurate carbon accounting is crucial for businesses to reduce their environmental impact and meet their net zero goals. Our team of experts is always available to help businesses navigate the complexities of carbon accounting and choose the most suitable approach for their needs, whether it is activity-based, production-based, or spend-based emission factors.

Net0 Dashboard with charts of the carbon footprint

Book a demo

At Net0, we recognize that carbon accounting can be complex, and businesses may need support to navigate the process successfully. That's why we offer a range of carbon accounting solutions to help businesses accurately track, reduce, and report their carbon emissions. Our platform provides a user-friendly and comprehensive approach to carbon accounting, and our team of experts is always available to provide guidance and support.

By choosing Net0 for your carbon accounting needs, you can benefit from our expertise and experience in the field. Our platform is designed to make automated carbon accounting as simple and efficient as possible, allowing you to focus on improving your sustainability performance. We offer a range of features, such as automated data collection and customizable reports, to help businesses accurately track their emissions and identify opportunities for improvement.

If you're interested in improving your sustainability performance, we encourage you to book a demo with Net0 today. Our team will work with you to understand your unique needs and provide a tailored solution to help you achieve your sustainability goals. With our support, you can confidently navigate the complexities of carbon accounting and make informed decisions about your environmental impact. Let's work together to create a more sustainable future for our planet.

Written by:

Sofia Fominova

As a Co-Founder of Net0, Sofia applies her experience in environmental software to help businesses reduce their carbon footprint and achieve carbon neutrality. She is an accomplished tech entrepreneur recognized for her expertise in B2B software and contributions to the field of Artificial Intelligence.
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