What factors are causing College Board's AP Classroom usage to decline by 15% among high school juniors this semester?

Introduction

The decline in College Board's AP Classroom usage among high school juniors by 15% this semester is a concerning trend that requires thorough investigation. To address this issue, I'll employ a systematic approach to identify, validate, and address the root cause while considering both immediate and long-term implications for the product and its users.

Step 1

Clarifying Questions (3 minutes)

• Considering the timing, I'm wondering if there have been any recent changes to the AP Classroom platform. Have any significant updates or feature modifications been implemented in the past 3-6 months?

Why it matters: Recent changes could directly impact user experience and engagement. Expected answer: Information about recent updates or lack thereof. Impact on approach: If changes were made, we'd focus on their potential effects; if not, we'd look at other factors.

• Looking at user segments, I'm curious about the engagement patterns. Is the 15% decline uniform across all subjects, or are certain AP courses experiencing a more significant drop?

Why it matters: This helps identify if the issue is systemic or subject-specific. Expected answer: Data on usage decline across different AP subjects. Impact on approach: Subject-specific declines would lead us to investigate those particular courses more closely.

• Considering external factors, I'm thinking about competitive pressures. Has there been any notable increase in alternative AP prep resources or changes in school district policies regarding AP courses?

Why it matters: External competition or policy changes could influence student choices. Expected answer: Information on market changes or policy shifts. Impact on approach: Significant external changes would require us to reassess our value proposition.

• Focusing on user behavior, I'm wondering about the specific features experiencing reduced engagement. Which components of AP Classroom (e.g., practice questions, video lessons) are seeing the most significant drops in usage?

Why it matters: This helps pinpoint specific areas of the product that may be underperforming. Expected answer: Breakdown of usage decline by feature. Impact on approach: We'd prioritize improvements to the most affected features.