Task management · Practical guide
Backlog Prioritization: RICE, WSJF and Dependency Checks
By My First Task editorial team
Updated
The short answer
How to approach the work
An ordered backlog needs more than urgency labels. Separate the problem, intended outcome, evidence and estimated effort for each item. RICE compares reach, impact, confidence and effort; WSJF compares relative cost of delay with job size. Neither method removes the need for judgment. Score items in the same comparison set using the same units, and revise estimates when new evidence arrives.
A practical sequence
- Choose the outcome the backlog should advance.
- Record evidence and a consistent effort estimate for each candidate.
- Use RICE for product opportunities or WSJF when delay and sequencing dominate.
- Check dependencies and genuinely fixed commitments before ordering the final list.
- Document why the highest-ranked item comes first.
- Reassess after learning or completing a significant item.
Illustrative scenario · not customer research
Worked example
An onboarding improvement reaches 1,000 users in a quarter, has impact 2, confidence 80% and requires two person-months. Its RICE score is 800. A smaller idea reaching 400 users with impact 1, confidence 100% and effort one person-month scores 400. The first appears more valuable per estimated effort. However, if it depends on an unfinished authentication change, the team should resolve the prerequisite before treating the ranking as a ready-to-start queue.
Common mistakes to avoid
- Giving different items different reach periods.
- Hiding weak evidence behind confident-looking decimals.
- Letting a score override a required prerequisite.
Try the method with your own inputs
Questions answered
Does the highest score always go first?
How often should a backlog be reprioritized?
Can I compare RICE and WSJF numbers?
Apply it in a shared workspace
Keep the agreed owner, completion criteria and important decisions with the work. Explore the relevant My First Task feature.
Research context is available in our source library. The worked example above is an editorial illustration.
Continue learning
The Eisenhower Matrix: Urgent vs. Important Tasks
The Eisenhower matrix separates urgency from importance. Do work that is both urgent and important, schedule important work before it becomes urgent, delegate suitable urgent requests, and reconsider work that serves neither need.
ExploreHow to Write a Task Description: Template and Examples
A useful task description states the result, why it matters, who owns it and how completion will be checked. Add the inputs, constraints and relevant links so the next person can act without reconstructing the request from chat.
ExploreAcceptance Criteria Examples: A Practical Writing Guide
Acceptance criteria are observable conditions a particular work item must satisfy before it is accepted. Write them around behavior and evidence, including important failure cases. A definition of done sets broader quality expectations across work items.
ExploreMethod references
Turn the plan into shared work
Give each next action an owner, a completion condition and a realistic date. My First Task brings tasks, boards, project workflows and issue tracking into one workspace.