grad-network-economics

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SKILL.md

Network Economics: Network Effects, Critical Mass, Lock-In, and Standards Wars

Overview

Network economics studies markets where the value of a product or service increases with the number of users. Direct network effects (telephones, social networks) mean each additional user benefits all existing users; indirect network effects (platforms, operating systems) arise when a larger user base attracts more complementary products. These effects create demand-side economies of scale, winner-take-most dynamics, and path dependence that fundamentally alter competitive strategy compared to conventional markets.

When to Use

  • Evaluating a platform's growth strategy and whether it can reach critical mass
  • Assessing lock-in risk and switching costs for technology adoption decisions
  • Analyzing standards competition (format wars, protocol battles)
  • Designing pricing strategy for two-sided markets (subsidize one side, monetize the other)

When NOT to Use

  • The product has no meaningful network effects (value is purely individual)
  • Supply-side economies of scale dominate (traditional manufacturing cost curves apply)
  • The market is already mature with an established dominant standard and no challenger
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