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Product Management Root Cause Analysis Question: Investigating decreased engagement on a cryptocurrency trading dashboard

Asked at Luno

15 mins

Why has the average time spent on Luno's trading dashboard decreased by 25% this month?

Data Analysis Problem Solving User Experience Cryptocurrency FinTech Trading Platforms
User Engagement Root Cause Analysis Dashboard Design FinTech Crypto Trading

Introduction

The recent 25% decrease in average time spent on Luno's trading dashboard is a significant shift that warrants thorough investigation. This analysis will systematically explore potential root causes, generate data-driven hypotheses, and propose actionable solutions to address this concerning trend in user engagement.

Framework overview

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

Step 1

Clarifying Questions (3 minute)

  • Looking at the timing, I'm thinking there might be a recent product change. Have there been any updates to the trading dashboard in the past month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a UI refresh two weeks ago. Impact on approach: If confirmed, we'd focus on the UI changes and user adaptation.

  • Considering user segments, I'm curious about the distribution. Is this decrease uniform across all user types, or are certain segments more affected?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: Advanced traders show a more significant decrease. Impact on approach: We'd investigate features specific to advanced traders.

  • Thinking about external factors, has there been any significant market volatility or news affecting crypto trading recently?

Why it matters: External events can greatly influence trading behavior. Expected answer: No major market events in the past month. Impact on approach: We'd focus more on internal factors if external events are ruled out.

  • Regarding system performance, have there been any reported issues or increased error rates on the trading dashboard?

Why it matters: Technical problems could deter users from spending time on the platform. Expected answer: No significant increase in error rates reported. Impact on approach: We'd shift focus from technical issues to user experience and feature relevance.

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