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From Listings to Limits: The Impact of Mandatory Hosting Platform Enforcement on Short-Term Rental Market Outcomes in San Francisco

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AmeliaHughes_Thesis.pdf (2.61 MB)

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2026-04-07

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This thesis investigates the impact of the 2017 platform compliance ordinance on short-term rental market outcomes in San Francisco. This policy required hosting platforms to remove illegal listings from their websites, effectively strengthening a previous policy and tightening short-term rental regulations. In order to assess its effects, this study employs a two-way fixed effects model, a difference-in-differences model, and an event study model. The results indicate a significant decline in the rental market with reduced rental activity and host revenues. These findings suggest that the 2017 ordinance successfully dampened the short-term rental market in the city of San Francisco, with broader implications for cities worldwide aiming to address housing supply constraints.

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