Facilitating the Search for Partners on Matching Platforms
summary
Model has dynamic arrivals and departures, idiosyncratic match values discoverable only by paying screening cost C, and agents solve simple MDPs so equilibria are stationary mean field outcomes. Small/medium/large C produce three regimes where one side proposes and the other waits, symmetry breaks. If one side arrives ≥25% faster it is forced into proposing and suffers; prevent men proposing (Bumble style) can raise average welfare by about 10% in examples. Hiding men’s tier labels plus blocking proposals yields a Pareto improvement and still helps as C → 0.
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chapters (23)
- 0:00Intro
- 0:40Matching markets
- 1:48Search on online platforms
- 5:23Research Questions
- 5:55Search design: the (heterosexual) dating world
- 8:28Contributions and findings Introduce a modeling framework with
- 10:08Contributions and findings Introduce a modelling framework with Dynamic arrivals and departures
- 10:38Related work
- 12:01Model (no platform interventions)
- 14:19Search and matching events following a clock ring
- 18:43Strategies and Platform interventions
- 21:30Equilibrium concept: stationary equilibrium
- 22:32Objective
- 22:47Analysis overview
- 24:41Warm-up: Symmetric market
- 31:25Unbalanced markets (different arrival rates)
- 34:42Back to Bumble...
- 37:07Incorporating vertical differentiation
- 38:03Theorem: No intervention unique equilibrium
- 40:01Intervention 1: Force women to propose
- 41:34Intervention II: Force women to propose and hide quality info
- 42:10Vertical differentiation: summary
- 43:14Wrap-up
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