Dog Eat Dog: Measuring Network Effects Using a Digital Platform Merger

Working Paper: NBER ID: w28047

Authors: Chiara Farronato; Jessica Fong; Andrey Fradkin

Abstract: Digital platforms are increasingly the subject of regulatory scrutiny. In comparison to multiple competitors, a single platform may increase consumer welfare if network effects are large or may decrease welfare due to higher prices or reduction in platform variety. We study the net effect of this trade-off in the context of the merger between the two largest platforms for pet-sitting services. We exploit variation in pre-merger market shares and a difference-in-differences approach to causally estimate network effects at the platform and market level. We find that consumers are, on average, not substantially better off with a single combined platform than with two separate and competing platforms. On one hand, users of the acquiring platform benefited from the merger because of network effects. On the other hand, users of the acquired platform experienced worse outcomes. Our results highlight the importance of platform differentiation even when platforms enjoy network effects.

Keywords: network effects; digital platforms; merger; consumer welfare; local services

JEL Codes: D22; D43; L12; L41; L81; M21


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
pre-merger market shares (G34)differences in outcomes post-merger (G34)
merger (G34)network effects at platform level (D85)
merger (G34)negative outcomes for DogVacay users (D16)
network effects at platform level (D85)user welfare at market level (D69)
preference heterogeneity and user attrition (D11)lack of anticipated benefits from merger (G34)

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