From Mad Men to Maths Men: Concentration and Buyer Power in Online Advertising

S-Tier
Journal: American Economic Review
Year: 2021
Volume: 111
Issue: 10
Pages: 3299-3327

Authors (2)

Score contribution per author:

4.022 = (α=2.01 / 2 authors) × 4.0x S-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

This paper analyzes the impact of intermediary concentration on the allocation of revenue in online platforms. We study sponsored search documenting how advertisers increasingly bid through a handful of specialized intermediaries. This enhances automated bidding and data pooling, but lessens competition whenever the intermediary represents competing advertisers. Using data on nearly 40 million Google keyword auctions, we first apply machine learning algorithms to cluster keywords into thematic groups serving as relevant markets. Using an instrumental variable strategy, we estimate a decline in the platform's revenue of approximately 11 percent due to the average rise in concentration associated with intermediary merger and acquisition activity.

Technical Details

RePEc Handle
repec:aea:aecrev:v:111:y:2021:i:10:p:3299-3327
Journal Field
General
Author Count
2
Added to Database
2026-01-25