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Task Prioritization Question: RICE Scoring Model

8. How would you use the RICE scoring model to prioritize tasks or features?

The RICE model (Reach, Impact, Confidence, Effort) helps teams make data-informed prioritization decisions.

Example Features:

  • Feature A: Reach 5,000 users, High impact, 80% confidence, 5 weeks effort.
  • Feature B: Reach 2,000 users, Medium impact, 90% confidence, 2 weeks effort.

RICE Score Calculation:


Feature A: (5000 * High * 0.8) ÷ 5 = Higher Score
Feature B: (2000 * Medium * 0.9) ÷ 2 = Lower Score
                

Answer:

Prioritize Feature A based on its higher RICE score, provided the team can handle the effort.

Key Takeaway: RICE scoring adds quantitative rigor to prioritization decisions.