How can Prodigy Education address the unexpected increase in customer support tickets related to the new adaptive learning algorithm in the past week?

Introduction

Prodigy Education's recent surge in customer support tickets related to the new adaptive learning algorithm presents a critical challenge that demands immediate attention. This unexpected increase not only impacts user satisfaction but also has potential ripple effects on product adoption, retention, and overall business performance. As we delve into this issue, we'll employ a systematic approach to identify the root cause, validate our hypotheses, and develop both short-term solutions and long-term strategies to address the problem comprehensively.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this might be related to a recent update. Has there been any significant change to the adaptive learning algorithm in the past two weeks?

Why it matters: Pinpoints potential trigger for increased tickets Expected answer: Yes, a major update was rolled out Impact on approach: Focus on recent changes and their effects

• Considering user segments, I'm curious about the distribution of these tickets. Are they coming predominantly from a specific user group (e.g., students, teachers, or parents)?

Why it matters: Helps identify if the issue is widespread or localized Expected answer: Majority from students, with some teacher reports Impact on approach: Tailor investigation and solutions to primary affected group

• Given the nature of adaptive learning, I'm wondering about the specific issues being reported. What are the top 3 complaints or problems mentioned in these tickets?

Why it matters: Provides insight into the nature of the problem Expected answer: Difficulty level inconsistency, progress tracking issues, content relevance Impact on approach: Guide hypothesis formation and prioritization

• Thinking about system performance, has there been any unusual load or traffic patterns coinciding with this increase in support tickets?

Why it matters: Rules out or confirms technical infrastructure issues Expected answer: No significant changes in system load Impact on approach: Focus on algorithm logic rather than infrastructure

• Considering the broader context, have there been any recent changes in curriculum standards or educational policies that might be influencing how users interact with the adaptive learning features?

Why it matters: Accounts for external factors affecting user expectations Expected answer: No major policy changes, but some regional curriculum updates Impact on approach: Consider regional variations in algorithm performance