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Product Management Root Cause Analysis Question: Investigating sudden drop in edX course completion rates

Asked at edX

15 mins

How can edX balance the need for a consistent user experience across courses with allowing instructors creative freedom in course design?

Product Trade-Off Hard Member-only
Trade-Off Analysis Platform Strategy User Experience Design EdTech Online Learning Higher Education
User Experience Product Strategy EdTech Platform Design Course Creation

Introduction

Balancing a consistent user experience across courses with allowing instructors creative freedom in course design is a critical challenge for edX. This trade-off impacts the platform's ability to maintain quality standards while empowering educators to deliver unique, engaging content. I'll analyze this issue through the lens of product strategy, user experience, and platform scalability.

Analysis Approach

I'd like to outline my approach to ensure we're aligned on the key areas I'll be exploring in this analysis.

Step 1

Clarifying Questions (3 minutes)

  • Context: Based on edX's position in the online education market, I'm thinking this issue might be driven by rapid growth and diverse course offerings. Could you provide more context on what's prompting this discussion now?

Why it matters: Helps understand the urgency and scale of the problem Expected answer: Recent user feedback or instructor complaints Impact on approach: Would influence the prioritization of different solutions

  • Business Context: I'm assuming edX's revenue model includes course fees and potentially enterprise partnerships. How does course consistency vs. instructor freedom impact our key revenue streams?

Why it matters: Aligns solution with business objectives Expected answer: Consistency drives enterprise adoption, while instructor freedom attracts top educators Impact on approach: Would balance solutions to support both revenue channels

  • User Impact: Considering the diverse learner base, I'm thinking different user segments might have varying preferences for consistency vs. creativity. Can you share any insights on how this trade-off affects user engagement across different course types or subject areas?

Why it matters: Ensures solution addresses needs of key user segments Expected answer: Technical courses benefit from consistency, while humanities courses thrive on creativity Impact on approach: Would lead to a more nuanced, category-specific strategy

  • Technical Feasibility: I'm curious about the current technical architecture supporting course creation. What level of customization does our platform currently allow, and what are the main technical constraints?

Why it matters: Determines the feasibility of potential solutions Expected answer: Limited customization options with some API flexibility Impact on approach: Would inform the scope of technical changes needed

  • Resource Allocation: Given the potential scope of this project, I'm wondering about our team's capacity. What resources (design, engineering, product) do we have available to tackle this challenge?

Why it matters: Helps scope the solution realistically Expected answer: Limited resources due to other ongoing projects Impact on approach: Would prioritize high-impact, low-resource solutions initially

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