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Ownership Networks and Bid Rigging

Kentaro Asai1; Ben Charoenwong2

1 Center for Interdisciplinary Studies of Law and Policy , Kyoto University Graduate School of Law, · 2 INSEAD Asia Campus

The Review of Corporate Finance Studies 2026 open access

Abstract Using a data set of public procurement auctions and registered shareholders of all bidding firms in Singapore, we study the effects of ownership networks on prices and efficiency in product markets. We find participating bidders with common owners or common owners’ owners are more likely to submit identical bids, and the identical bids are associated with higher contract prices. Our structural estimates suggest removing ownership network effects improves a procurer’s cost efficiency. Our findings are robust to falsification tests, bid rounding concerns, placebo tests using other common stakeholder relationships, and weighting based on a machine-learning prediction of the auction format.

DOI
10.1093/rcfs/cfag002
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en
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