What's causing the sudden 30% decrease in mobile app installations for Coursera over the last two weeks?

Introduction

The sudden 30% decrease in mobile app installations for Coursera over the last two weeks is a critical issue that demands immediate attention. This significant drop in a key performance indicator could have far-reaching implications for user acquisition, revenue, and overall product health. To address this challenge, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

My analysis will follow a structured framework, beginning with clarifying questions to establish context, followed by a thorough examination of external factors, product understanding, metric breakdown, and data-driven hypothesis generation. We'll then conduct a deep dive into root cause analysis, propose validation methods, and outline a comprehensive resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the app or marketing strategy. Has there been any significant update to the app or change in marketing campaigns in the past month?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, we launched a new UI two weeks ago. Impact on approach: If true, we'd focus on the new UI's impact on user experience and conversion.

• Given the specificity of the 30% decrease, I'm curious about the baseline. What was the average daily installation rate before this drop?

Why it matters: Understanding the scale helps contextualize the impact. Expected answer: Around 10,000 daily installations. Impact on approach: This would help quantify the actual loss and prioritize the urgency of our response.

• Considering potential technical issues, have there been any reported problems with app store listings or the installation process itself?

Why it matters: Technical glitches can directly impact installation rates. Expected answer: No major issues reported, but we haven't specifically checked. Impact on approach: If true, we'd need to investigate potential technical barriers in the installation funnel.

• Thinking about user segments, has this decrease been uniform across all user groups, or is it more pronounced in specific demographics or regions?

Why it matters: Segmented data can reveal targeted issues or changes in user behavior. Expected answer: We've noticed a sharper decline in the 18-24 age group. Impact on approach: This would guide us to focus on factors specifically affecting younger users.

• Considering the competitive landscape, have there been any significant moves from competitors or changes in the edtech market in the past month?

Why it matters: External market forces can dramatically impact user acquisition. Expected answer: A major competitor launched a free trial program two weeks ago. Impact on approach: This would prompt us to analyze our value proposition and pricing strategy.