Introduction
The trade-off we're examining today is whether General Assembly should prioritize expanding its online course offerings to reach more students globally or focus on enhancing the quality and depth of existing in-person bootcamps. This scenario touches on the core of General Assembly's educational model and its future growth strategy. I'll analyze this trade-off by considering the business context, user impact, technical feasibility, and resource allocation.
I'll start by asking clarifying questions, then identify the trade-off type, analyze the product, and develop a hypothesis. From there, I'll define key 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 financial implications of each option Expected answer: 60% in-person, 40% online Impact on approach: A higher online revenue share might justify expansion
Why it matters: Indicates which format delivers more value to students Expected answer: Higher satisfaction for in-person courses Impact on approach: Might lean towards enhancing in-person offerings if the gap is significant
Why it matters: Determines the effort required for online expansion Expected answer: Platform can handle 2x current load, major upgrades needed beyond that Impact on approach: High scalability might favor online expansion
Why it matters: Affects our ability to deliver high-quality instruction in either format Expected answer: 70% prefer in-person, 30% comfortable with both Impact on approach: Limited online instructor availability might constrain online expansion
Why it matters: Influences the pace and scope of our strategy Expected answer: Decision needed within 3 months, implementation over next year Impact on approach: Short timeline might favor enhancing existing offerings over expansion
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