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In your experience, what are the most effective techniques for prioritizing user stories during sprint planning?

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Thilina Madusanka Pannipitiya , Colombo, Sri Lanka

Hello everyone,



I’m looking to deepen my understanding of the best practices for prioritizing user stories during sprint planning. In your experience, what techniques have you found most effective for ensuring that the most valuable and relevant user stories are tackled first?



Specifically, I’m interested in


Methods you use for assessing the value and urgency of user stories.
Examples of how different techniques have impacted your sprint outcomes.
Any tools or frameworks that you’ve found particularly helpful.

Any insights or personal experiences you can share would be greatly appreciated.
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Kiron Bondale Retired | Mentor| Retired Welland, Ontario, Canada
Thilina -

First, if you wait till sprint planning to prioritize work items, that is likely too late and will result in an excessively long sprint planning session. Prioritization is something which a Product Owner should be doing on an ongoing basis based on their collaboration with customers, the team and other key stakeholders.

I'd also suggest you watch a few of the recent YouTube videos which Dan Vicanti and Prateek Singh have released in their Drunk Agile channel which suggest that really what we shouldn't care about is that a number of work items are ranked but rather than the team knows which work item is the next one they will work on when capacity is available.

Kiron
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Fabian Crosa
Community Champion
PMO Leader | Speaker & Mentor | Content Leader – PMOGA Latin America Hub| Catholic University of Uruguay Montevideo, Montevideo, Uruguay
Prioritizing user stories during sprint planning is crucial for ensuring that the most valuable and impactful features are developed first. Effective techniques for prioritizing user stories include:

MoSCoW Method: This technique categorizes user stories into four groups: Must have, Should have, Could have, and Won't have. This helps in identifying the most critical features that need to be delivered in the sprint.

Kano Model: This model helps in understanding customer satisfaction by categorizing features into Basic Needs, Performance Needs, and Excitement Needs. Prioritizing user stories based on this model ensures that the product meets basic requirements while also delighting users with innovative features.

Value vs. Effort Matrix: This technique involves plotting user stories on a matrix based on their value to the customer and the effort required to implement them. Stories that provide high value with low effort are prioritized first.

Weighted Shortest Job First (WSJF): This method prioritizes user stories based on their cost of delay and the job size. It helps in delivering the highest value features as early as possible by focusing on the stories with the highest WSJF score.

User Story Mapping: This technique involves creating a visual map of user stories to understand the user journey and prioritize stories that are critical for delivering a coherent and valuable user experience.

In summary, effective prioritization of user stories during sprint planning involves a combination of techniques that consider both the value to the customer and the effort required for implementation. Techniques like MoSCoW, Kano Model, Value vs. Effort Matrix, WSJF, and User Story Mapping help in making informed decisions to ensure that the most valuable features are developed first, leading to better project outcomes and customer satisfaction.
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Sergio Luis Conte Helping to create solutions for everyone| Worldwide based Organizations Buenos Aires, Argentina
I would say that I agree with Kiron Bondale comments above. This is the healthy and effective way of working. That´s because pre-planning activities are critical success factor to do and unfortunately is something missing sometimes. The Scrum Master is accountable for that in the sense of keep the process health. One thing that is important to take into account: methods that works well for epics and features could not be optimal for user stories.  Returning to your point, I always try to use the method that best fit for the current situation taking into account the desire situation to reach. Just in case the team has to prioritize user stories, one of the methods I used most of the times and works well for me was MoSCoW. Take into account some factors like dependencies and team capacity could impact. And mainly: the key is always have the Feature in the radar. Taking user stories in isolation is a big mistake. Except you are not using Epics and Features.
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Keith Novak Tukwila, Wa, United States
In my experience, don't get too hung up on the perfect method for prioritizing.

I often start improvement activities with a few days of focused brainstorming and planning. That generates a list of problems to attack, and proposed solutions. When setting priorities for addressing the newly created backlog I find that several different methods will provide roughly the same ranking + or - 1 on a scale of 1 to 4 or 5.

Don't burn too many calories trying to find the perfect order. You'll probably re-sequence things as you learn more about the problems anyways. If in doubt, use something like the Delphi method and give your principal stakeholders 2 or 3 votes each. Use all your votes on one or spread them. Your choice. People will prioritize things their own way, and they don't have to match but you will quickly see which ideas bubble their way up to the top.
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Raleigh Melancon IT specialist| Internal Revenue Service Austin, TX, United States
Prioritizing user stories during sprint planning is crucial for ensuring that the team delivers the most valuable and high-impact features first. Here are some effective techniques to prioritize user stories:

1. **MoSCoW Method**: Categorize user stories into four buckets:
- **Must Have**: Essential for the sprint’s goals.
- **Should Have**: Important but not critical; can be deferred if necessary.
- **Could Have**: Nice to have if time permits.
- **Won't Have**: Not a priority for this sprint.

2. **Value vs. Effort**: Assess the value a user story brings versus the effort required to complete it. High-value, low-effort stories should be prioritized. You can use a grid to visually plot stories and prioritize accordingly.

3. **Kano Model**: Classify features into:
- **Basic Needs**: Expected features that if missing will cause dissatisfaction.
- **Performance Needs**: Features that increase satisfaction proportionally to their performance.
- **Delighters**: Unexpected features that pleasantly surprise users.

4. **Weighted Shortest Job First (WSJF)**: Used in SAFe (Scaled Agile Framework), this technique calculates the cost of delay divided by job size. Prioritize stories with higher WSJF scores:
- **Cost of Delay**: Value lost if the story is not completed.
- **Job Size**: The effort required to complete the story.

5. **Impact Mapping**: Create a map that connects user stories to business goals and outcomes. Prioritize stories that have a clear and direct impact on achieving these goals.

6. **User Story Mapping**: Arrange user stories in a visual map to show the overall user journey and features. Prioritize stories that deliver a complete and functional segment of the journey.

7. **RICE Scoring**: Evaluate each user story based on:
- **Reach**: How many users will benefit?
- **Impact**: How much will it impact users?
- **Confidence**: How confident are you in the estimates?
- **Effort**: How much effort is required?

8. **Prioritization Poker**: A collaborative technique where team members use cards to vote on the priority of user stories. This method encourages discussion and consensus.

9. **Cost of Delay Divided by Duration (CD3)**: Focus on stories with high potential delay costs and short durations to minimize the impact of delays.

10. **Theme-Based Prioritization**: Group user stories by themes or epics and prioritize themes that align with strategic goals or offer more immediate value.

Combining these techniques can provide a more comprehensive view and ensure that you’re considering different aspects of value and effort in your prioritization process.

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