What factors are causing the sudden decline in student engagement for upGrad's MBA course discussion forums this month?

Introduction

The sudden decline in student engagement for upGrad's MBA course discussion forums this month presents a critical challenge that requires immediate attention. As we analyze this product issue, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.

Our approach will involve a thorough examination of various factors, including technical aspects, user behavior, product changes, and external influences. We'll start by clarifying the situation, rule out basic external factors, and then dive deep into product understanding, metric breakdown, and data analysis. This will lead us to form hypotheses, conduct root cause analysis, and ultimately propose a resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this decline coincided with any academic calendar events, like exam periods or holidays?

Why it matters: Seasonal patterns could explain temporary engagement drops. Expected answer: Yes, it aligns with mid-term exams. Impact on approach: We'd focus on exam-time support strategies.

• Considering user segments, I'm curious about the engagement distribution. Are we seeing a uniform decline across all student cohorts, or is it more pronounced in specific groups?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decline is more significant among first-year students. Impact on approach: We'd investigate first-year-specific factors and onboarding processes.

• Thinking about recent changes, have there been any updates to the discussion forum features or UI in the past month?

Why it matters: Recent changes could directly impact user engagement. Expected answer: A new threading feature was implemented two weeks ago. Impact on approach: We'd examine the new feature's usability and adoption rate.

• Regarding performance metrics, has there been any change in how engagement is measured or in the systems tracking this data?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes in measurement or tracking systems. Impact on approach: We'd focus on actual engagement changes rather than measurement issues.