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Product Management Trade-off Question: Balancing Skillshare class length with completion rates for optimal learning
Image of author vinay

Vinay

Updated Nov 25, 2024

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How can Skillshare balance increasing class length for deeper learning versus shorter formats for better completion rates?

Product Trade-Off Medium Member-only
Trade-Off Analysis Metric Definition Experimentation E-learning EdTech Online Education
Product Strategy User Engagement Content Optimization E-Learning Skillshare

Introduction

Balancing class length for deeper learning versus shorter formats for better completion rates is a critical trade-off for Skillshare. This scenario touches on the core of Skillshare's value proposition: providing effective online learning experiences. I'll analyze this trade-off by examining user behavior, content quality, and platform metrics to recommend a balanced approach that maximizes both learning outcomes and user engagement.

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: I'm thinking about the current state of Skillshare's class offerings. Could you provide an overview of the current average class length and completion rates?

Why it matters: Establishes a baseline for comparison Expected answer: Average class length of 60-90 minutes, completion rates around 30-40% Impact on approach: Helps determine the magnitude of change needed

  • Business Context: Based on Skillshare's subscription model, I'm assuming retention is a key metric. How does class completion correlate with user retention?

Why it matters: Aligns solution with business objectives Expected answer: Strong positive correlation between completion rates and retention Impact on approach: May prioritize completion rates over class length

  • User Impact: Considering the diverse user base, how do completion rates vary across different subject areas or user segments?

Why it matters: Identifies potential for targeted solutions Expected answer: Variation exists, with some subjects or segments showing higher completion rates Impact on approach: Could lead to a segmented strategy rather than a one-size-fits-all solution

  • Technical: Thinking about the platform's capabilities, what level of customization is possible for class formats or user experiences?

Why it matters: Determines the feasibility of potential solutions Expected answer: Moderate to high level of customization possible Impact on approach: Opens up possibilities for adaptive learning paths or personalized class lengths

  • Timeline: Given the potential impact on user experience, what's our timeline for implementing and testing changes?

Why it matters: Influences the scope and ambition of proposed solutions Expected answer: 3-6 months for initial testing and implementation Impact on approach: Balances quick wins with longer-term strategic changes

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