Introduction
For Tambourine's online tambourine lessons platform, we're facing a critical decision: should we invest in more one-on-one instructor time or develop more self-paced video content? This trade-off involves balancing personalized instruction with scalable, on-demand learning resources. I'll analyze this decision through the lens of user experience, business impact, and long-term strategy.
I'll start by asking clarifying questions, then identify the trade-off type, understand the product, form a hypothesis, define metrics, design an experiment, plan data analysis, create a decision framework, and finally provide a recommendation with next steps.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps understand the starting point and potential for improvement Expected answer: 70% one-on-one, 30% self-paced Impact: A high ratio of one-on-one lessons might indicate room for scalable content
Why it matters: Informs the financial impact of shifting towards more self-paced content Expected answer: Yes, one-on-one lessons have higher margins Impact: Might need to consider pricing strategies for self-paced content to maintain profitability
Why it matters: Indicates which format is more effective for learning outcomes Expected answer: Higher completion for one-on-one, but good satisfaction for both Impact: Might need to focus on improving engagement in self-paced content
Why it matters: Determines if we need additional technical investment Expected answer: Yes, with some upgrades needed Impact: Might need to factor in additional costs for scaling video content
Why it matters: Indicates if there's a supply constraint pushing us towards self-paced content Expected answer: Near full capacity, with some peak time shortages Impact: Might need to consider instructor recruitment alongside content development
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