Should Paper prioritize expanding its tutoring subject offerings or improving the quality of existing subjects to enhance student outcomes?

Introduction

The trade-off we're examining today is whether Paper should prioritize expanding its tutoring subject offerings or focus on improving the quality of existing subjects to enhance student outcomes. This decision is crucial for Paper's growth strategy and its impact on student success. I'll analyze this trade-off by considering various factors including business context, user impact, technical feasibility, and resource allocation.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking about Paper's current market position. Could you share how our subject coverage compares to our main competitors?

Why it matters: Helps assess the urgency of expansion vs. quality improvement Expected answer: We're on par with or slightly behind competitors in subject breadth Impact on approach: If behind, might lean towards expansion; if ahead, focus on quality

• Business Context: Based on our revenue model, I assume we charge schools per student. Is this correct, and how does subject breadth factor into our pricing?

Why it matters: Determines if expansion directly impacts revenue Expected answer: Yes, per-student model with potential for premium pricing for broader subject coverage Impact on approach: If premium pricing exists, expansion becomes more attractive

• User Impact: Thinking about our user segments, are we seeing any particular subjects or grade levels where student engagement or outcomes are lagging?

Why it matters: Identifies potential quality issues in specific areas Expected answer: Some subjects (e.g., advanced math) show lower engagement and outcomes Impact on approach: Would prioritize quality improvements in these specific areas

• Technical: Considering our platform architecture, how easily can we integrate new subjects compared to enhancing existing ones?

Why it matters: Assesses technical feasibility and resource requirements Expected answer: New subject integration is moderately complex but doable Impact on approach: If integration is challenging, might favor quality improvements

• Resource: What's our current capacity in terms of subject matter experts and content creators for both expansion and quality improvement?

Why it matters: Determines if we have the necessary resources for either option Expected answer: Limited capacity, would need to hire for significant expansion Impact on approach: Resource constraints might favor focused quality improvements