Master Product Backlog Prioritization with these Techniques

Product Backlog prioritization and management is an essential part of Agile software development. For Product Owners, this is a key responsibility that involves constantly juggling an ever-evolving list of features, improvements, and bug fixes.

Agile is a change-driven methodology and the most important task at one moment could rapidly become not-so-important in the next moment. The challenge lies in deciding what task to tackle first and how to ensure that the most important features are being worked on by the development team.

This is where mastering Product Backlog prioritization techniques becomes a game-changer. These techniques, when applied effectively, can lead to streamlined productivity, increased stakeholder satisfaction, and a well-tailored product that directly addresses business objectives.

But how do you choose the right techniques for your team? This post will shed light on key Product Backlog prioritization techniques, giving insight into their nuances and how to apply them effectively in Agile.

Product Backlog Prioritization

Before we jump into the techniques, let’s get clear on what Product Backlog prioritization means. The Product Backlog is a dynamic master list of everything that could be done in the product, from features and functions to enhancements and bug fixes.

It’s an evolving document that changes constantly as the product, customer needs, and market conditions change.

Backlog prioritization is the process of determining the order of these items based on their value to the business and users. It’s about deciding what’s most important and what will deliver the most value.

Why is Product Backlog Prioritization Important?

As earlier iterated, the Product Backlog constantly evolves based on the product, customer needs, and market conditions changes. Without prioritization, teams can become overwhelmed, working on items that add little value while the important features are left untouched.

Backlog prioritization ensures that the team’s work aligns with the product vision and business objectives, ultimately leading to a product that users adore and a return on investment that stakeholders appreciate.

Product Backlog Prioritization Techniques

Product Backlog prioritization techniques are methods that help remove ambiguity and subjectivity from the prioritization process. They provide a structured approach to decision-making, ensuring that priority is given to items that bring the most value to the customers and the business.

These techniques should be used in conjunction with qualitative judgment, as there can be other factors, such as business strategy and risk, that need to be taken into account when deciding task priorities.

Some of the most popular and effective Product Backlog prioritization techniques include:

1. MoSCoW Prioritization

The MoSCoW method is a simple yet effective prioritization technique that allows for a quick, high-level prioritization that is straightforward to communicate to stakeholders. It categorizes backlog items into four types:

  • Must have: These are critical items that the product cannot function without.
  • Should have: These are important but not vital items.
  • Could have: These are nice-to-have items that could enhance the product but aren’t necessary.
  • Won’t have (this time): These are items that won’t be addressed in the upcoming development cycle but may be considered in the future.

2. Value vs. Effort Matrix

Value vs. Effort matrix is another popular technique. In this method, backlog items are plotted on a 2D matrix based on their perceived value and the effort required to implement them.

The Value vs. Effort matrix encourages a more nuanced approach to prioritization, considering both the benefits and costs of each item.

  • High Value, Low Effort: These are the “quick wins” that you should prioritize first.
  • High Value, High Effort: These items need careful consideration. They can bring great value but will consume significant resources.
  • Low Value, Low Effort: These items may be worth doing if you have spare capacity.
  • Low Value, High Effort: These are the least attractive projects and should be avoided if possible.

3. Weighted Shortest Job First (WSJF) Prioritization

The Weighted Shortest Job First (WSJF) method is a prioritization technique often used in Scaled Agile Framework (SAFe) that operates similarly to the Value vs. Effort matrix. In the WSJF approach, backlog items are evaluated based on their relative Cost of Delay and Job Size, equivalent to value and effort respectively.

The WSJF model encourages a comprehensive approach to prioritization, taking into account both the economic impact of delay and the effort required to complete each job.

  • High Cost of Delay, Small Job Size: These are the optimal tasks to focus on first, akin to “quick wins” in the Value vs. Effort matrix.
  • High Cost of Delay, Large Job Size: These tasks require careful deliberation. They may bring substantial economic benefits if not delayed but will also require a significant amount of effort to complete.
  • Low Cost of Delay, Small Job Size: These tasks might be worth undertaking if there are available resources.
  • Low Cost of Delay, Large Job Size: These are the least desirable tasks, equivalent to the least attractive projects in the Value vs. Effort matrix, and should be deferred or possibly even avoided.

The WSJF ratio is calculated as: WSJF = Cost of Delay / Job Size, and tasks with the highest WSJF scores should be prioritized.

4. RICE Scoring

RICE Scoring is a more detailed prioritization method for Product Backlog items using four factors which are Reach, Impact, Confidence, and Effort.

Each backlog item is given a RICE score by multiplying Reach, Impact, and Confidence, and then dividing by Effort. The items with the highest RICE scores are prioritized. The factors are defined below:

  • Reach: How many users will this affect over a certain time period?
  • Impact: How much will this affect each user?
  • Confidence: How confident are you in your estimates of Reach and Impact?
  • Effort: How much effort will this require to implement?

5. Kano Model

The Kano Model is a technique that classifies features based on how they are perceived by customers and how much satisfaction they provide. It helps to prioritize features that will improve customer satisfaction and provide a competitive advantage.

The model identifies three types of features:

  • Basic Features: These are the minimum requirements that customers expect. Their absence would cause dissatisfaction.
  • Performance Features: These are features that increase customer satisfaction as they improve.
  • Excitement Features: These are features that customers are not expecting, but which would delight them.

6. Cost of Delay

The Cost of Delay approach focuses on the economic impact of delaying work on a backlog item. It takes into account the loss of value if an item is not delivered now. Items with a high cost of delay are usually prioritized to maximize the return on investment.

7. Impact-Effort Matrix

The Impact-Effort Matrix is a method of backlog prioritization that helps in visualizing and deciding which tasks or projects provide the best return on investment. In this model, backlog items are analyzed based on their potential impact and the effort required to implement them, and then plotted on a 2D matrix.

The Impact-Effort Matrix encourages a balanced approach to prioritization, taking into account both the potential benefits (impact) and costs (effort) of each task.

  • High Impact, Low Effort: These are the optimal tasks, similar to “quick wins” in the other models, that should be prioritized first due to their high return and low effort.
  • High Impact, High Effort: These tasks need careful analysis. They hold the potential for significant impact, but also require a considerable investment of time and resources.
  • Low Impact, Low Effort: These tasks may be worth considering if there are spare resources or capacity, as they require little effort and still provide some level of impact.
  • Low Impact, High Effort: These tasks are the least attractive, similar to the low-value, high-effort tasks in the other models, and should be avoided if possible, due to their high effort and low impact.
impact effort matrix
Source

8. Stack Ranking

Stack Ranking prioritizes Product Backlog items by comparing all the items against each other and ranking them based on their relative importance or value. It encourages a straightforward approach to prioritization, where only one item can occupy a specific rank in the list.

To rank the backlog items, the team needs to conduct a detailed analysis of each backlog item to determine its relative importance. This model is particularly useful in avoiding the pitfall of everything being a top priority

  • High Value: These tasks are deemed to have the highest importance or value for various reasons such as customer impact, business strategy, etc., and should be placed at the top of the priority list.
  • Medium Value: The tasks falling under this category are important but not as crucial as the high-value tasks. They are typically sequenced after the high-value tasks.
  • Low Value: These tasks may still be necessary but are not as vital as the high and medium-value tasks. They are usually sequenced towards the end of the list.
  • No Value: Tasks that do not contribute significantly to the project or the business objectives may be placed at the bottom of the list or even removed from the backlog.

Factors to consider during Backlog Prioritization

Backlog prioritization does not have a one-size-fits-all approach and the best method depends on the specific circumstances of your project and organization.

Some factors to consider when prioritizing Product Backlog include:

  1. Business Value: This is the most direct method of prioritization. The items that are expected to bring the most value to the business or the customer should be prioritized first.
  2. Cost of Delay: This factor considers the impact that delaying a feature would have on the business. If the cost of delay is high, it might be a good idea to prioritize that feature.
  3. Risk and Uncertainty: Prioritizing items that are high risk or have a lot of uncertainty can help uncover issues or challenges early in the project.
  4. Dependencies: Some backlog items might be blocked by or depend on other items. Identifying and prioritizing these items can help prevent delays later in the project.
  5. Effort: The amount of work required to complete a backlog item is also an important factor. Two items might deliver similar value, but if one requires significantly less effort, it might make sense to do that one first.
  6. Learning Value: In some cases, it might be beneficial to prioritize items that will help the team learn something important, even if they don’t deliver a lot of direct business value.
  7. Stakeholder Input: It’s important to consider the input of stakeholders when prioritizing the backlog. Different stakeholders might have different perspectives on what is most important.
  8. Regulatory and Compliance Needs: If there are items in the backlog that are required for regulatory compliance, they should be given high priority.
  9. Technical Debt: Addressing technical debt can often help improve the speed or quality of future work, so it’s important to not neglect these items when prioritizing your backlog.

Choosing and applying the right product backlog prioritization technique depends on your team’s specific context and needs. Here are some tips to help you:

Applying Product Backlog Prioritization Techniques

  • Understand Your Context: Different techniques work better in different situations. Understand your team’s needs, your product’s stage of development, and your strategic goals.
  • Involve Your Team: Prioritization should not be a one-person job. Involve your team and stakeholders in the process to ensure different perspectives are considered.
  • Review Regularly: Priorities can change rapidly. Regularly review your prioritized backlog to ensure it remains relevant.

Conclusion

Product Backlog prioritization is a compass that guides your team toward successful product development. By understanding and correctly applying these techniques, you can ensure that your team is always working on the most valuable tasks, leading to better products and happier customers.

The key is choosing the technique that best fits your team’s needs and product goals and understanding that backlog prioritization is a continuous process of adjustment and refinement.

FAQs

Who Prioritizes Product Backlog?

The Product Owner is primarily responsible for prioritizing the Product Backlog by ordering tasks based on factors like business value, user needs, and stakeholder input. However, the entire team can contribute to this process through discussions and backlog grooming sessions.

David Usifo (PSM, MBCS, PMP®)
David Usifo (PSM, MBCS, PMP®)

David Usifo is a certified Project Management professional, professional Scrum Master, and a BCS certified Business Analyst with a background in product development and database management.

He enjoys using his knowledge and skills to share with aspiring and experienced Project Managers and Business Analysts the core concept of value-creation through adaptive solutions.

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