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Product Management Root Cause Analysis Question: Investigating decreased meditation session duration for Cure.fit app

Why has the average session duration for Cure.fit's meditation content decreased from 15 minutes to 8 minutes over the last month?

Data Analysis Problem-Solving User Experience Health & Wellness Fitness Technology Mobile Apps
User Engagement Product Metrics Root Cause Analysis Fitness Tech UI/UX

Introduction

The recent decrease in average session duration for Cure.fit's meditation content from 15 minutes to 8 minutes over the last month is a concerning trend that requires immediate attention. This significant drop could impact user engagement, retention, and ultimately the product's success. I'll approach this issue systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might have been a recent product update. Has there been any significant change to the meditation content or app interface in the past month?

Why it matters: Product changes often directly impact user behavior. Expected answer: Yes, we updated the UI for easier navigation. Impact on approach: If confirmed, I'd focus on UI/UX-related hypotheses.

  • Considering user segments, I'm curious about the distribution. Are we seeing this decrease across all user types, or is it more pronounced in specific groups?

Why it matters: Helps identify if it's a universal issue or specific to certain users. Expected answer: The decrease is more significant among newer users. Impact on approach: I'd prioritize onboarding and new user experience in my analysis.

  • Given the nature of meditation, I'm wondering about the content itself. Has there been any change in the types or lengths of meditation sessions offered?

Why it matters: Content changes could directly affect session duration. Expected answer: We've introduced more shorter sessions recently. Impact on approach: I'd focus on content strategy and user preferences in my analysis.

  • Thinking about external factors, has there been any significant change in market conditions or competitor offerings?

Why it matters: External pressures can influence user behavior. Expected answer: A major competitor launched a new feature last month. Impact on approach: I'd include competitive analysis in my root cause investigation.

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