Tuesday, 15 September 2026

Article review of “Customer profitability analysis: an activity-based costing approach”

Article review of “Customer profitability analysis: an activity-based costing approach

 

How to present this article in Harvard reference format?

Smith, M. and Dikolli, S., 1995. Customer profitability analysis: an activity-based costing approach. Managerial Auditing Journal, 10(7), pp.3-7. https://doi.org/10.1108/02686909510090276

 

What are the key research issues the article wants to address?

The key research issues addressed in the article "Customer profitability analysis: an activity-based costing approach" are:

1.    The limited attention given in management accounting literature to the use of activity-based costing (ABC) for customer profitability analysis (CPA) and exploring its potential usefulness to develop more accurate CPA.

2.    The justification of CPA based on cost-benefit considerations, where the costs of compiling CPA information should be outweighed by the benefits from strategic decisions that potentially increase income, such as changing delivery terms or terminating unprofitable customers.

3.    Identifying and analyzing various categories of customer-related expenses that impact customer profitability, including purchasing patterns, distribution costs, accounting procedures, and inventory holding, and how ABC can help in accurately tracing these costs to customers.

4.    The challenges and limitations of conventional ABC systems in capturing customer-related costs, particularly when the ABC system is primarily designed for product profitability rather than customer profitability, and the need to select appropriate activity drivers for cost allocation in CPA.

5.    The strategic implications of CPA findings, especially when unprofitable customers are identified, emphasizing that unprofitability does not necessarily mean customers should be eliminated but rather calls for innovative strategies or negotiations to improve customer profitability without compromising customer satisfaction.

6.    The role of detailed, systematic ABC analysis, including two-tiered activity models, to support both customer profitability measurement and performance improvement initiatives.

7.    The necessity of combining CPA with Total Quality Management (TQM) and ABC to achieve a comprehensive customer-focused approach, which helps in making informed strategic decisions regarding the customer base.

These issues collectively highlight the paper’s focus on improving the accuracy and strategic value of customer profitability analysis through the application of activity-based costing techniques.

  

Describe two main theories employed in this article.

The article "Customer profitability analysis: an activity-based costing approach" employs two main theoretical frameworks:

1.    Activity-Based Costing (ABC) Theory ABC is the core theory underpinning the article. It emphasizes the identification and allocation of costs based on activities that consume resources, rather than traditional volume-based costing methods. ABC enables more accurate tracing of customer-related costs by analyzing the various activities involved in serving customers—such as order processing, sales support, distribution, and inventory holding—and assigning costs based on causal cost drivers (e.g., number of calls, delivery distances, invoice line items). The article discusses how ABC can more precisely capture the consumption of resources by individual customers, leading to more accurate customer profitability analysis (CPA). The article also addresses limitations of conventional ABC systems, highlighting the importance of selecting appropriate activity drivers tailored for customer profitability rather than just product profitability, as these drivers may differ significantly depending on the business environment (e.g., mass manufacturing versus custom-made products).

2.    Customer Profitability Analysis (CPA) Framework The second theory involves the strategic framework of CPA, which involves evaluating the profitability of individual customers based on the revenues generated and the associated costs of serving them. CPA integrates with ABC by using activity-based cost data to segment customers into profitable and unprofitable groups, based on various factors like purchasing patterns, delivery preferences, accounting procedures, and inventory demands. The article emphasizes that CPA should be considered from a strategic perspective, where decisions based on CPA findings (such as negotiating service terms or selectively managing customer relationships) can improve overall business performance without necessarily dismissing unprofitable customers—for instance, considering customers who provide qualitative benefits or have future growth potential. The CPA framework also accounts for customer behavior and its impact on firm resources, linking financial analysis to broader customer management strategies.

Together, these theories provide the foundation for integrating detailed cost tracing with strategic customer management to enhance decision-making and profitability.

 

Describe 3 main claims of the article in terms of Toulmin's model of argument.

Using Toulmin's model of argument, which includes Claim, Data (Evidence), and Warrant (the reasoning linking data to claim), here are three main claims from the article "Customer profitability analysis: an activity-based costing approach":


1. Claim: Activity-Based Costing (ABC) provides a more accurate and meaningful method for conducting Customer Profitability Analysis (CPA) than traditional costing methods.

  • Data (Evidence): The article explains how ABC measures specific customer-related activities such as time spent on telephone calls, number and distance of customer visits, delivery frequency, and order complexity, using precise activity drivers to allocate costs to customers. It points out that traditional costing often uses arbitrary or volume-based cost allocations, leading to distortions in customer profitability measurement.
  • Warrant (Reasoning): Because ABC traces costs to activities consumed by individual customers rather than averaging costs blindly, it reflects true resource consumption, enabling management to identify profitable and unprofitable customers more reliably. This allows improved strategic decision-making regarding customer management and resource allocation.

2. Claim: Customer Profitability Analysis (CPA) based on ABC should be used strategically to manage customer relationships rather than simply to eliminate unprofitable customers.

  • Data (Evidence): The article presents three types of unprofitable customers who might still be valuable, including new and growing customers, those providing qualitative benefits, and recognized market leaders who enhance company capabilities. It also discusses negotiation strategies to modify customer behavior to increase profitability without reducing satisfaction.
  • Warrant (Reasoning): Profitability alone does not capture all reasons for retaining customers. Strategic management leveraging CPA information can treat unprofitable customers differently—by renegotiating terms or improving service efficiency—to improve profitability or gain non-financial advantages. Hence, CPA is not just a cost-cutting tool but an enabler of customer-focused strategy.

3. Claim: A two-tiered ABC model incorporating both macro and micro activities enhances CPA by satisfying dual objectives of profitability measurement and performance improvement.

  • Data (Evidence): The article references Turney and Stratton's activity-based model that separates activities into macro (for costing customers) and micro (for identifying areas of improvement), allowing detailed analysis of customer-related service-cost differences.
  • Warrant (Reasoning): By decomposing activities into levels, the model improves accuracy in cost assignment and facilitates identification of specific processes driving costs, thus supporting both measurement and operational improvement objectives. This overcomes aggregation problems common in simple ABC models and enhances usefulness of CPA for management.

These claims interlock to argue that ABC-based CPA, properly designed and strategically utilized, delivers superior insights into customer profitability and supports better customer management decisions.



 ** references:  a collection of management accounting notes; a useful generative AI tool./ also consider another generative AI tool.

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