Ownership Networks and Bid Rigging

72 Pages Posted: 27 Dec 2018 Last revised: 2 Nov 2025

See all articles by Kentaro Asai

Kentaro Asai

Kyoto University

Ben Charoenwong

INSEAD; Chicago Global

Date Written: May 8, 2024

Abstract

Using a dataset 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. A network-based measure of ownership connections shows that participating bidders with common owners or common owners’ owners are more likely to submit identical bids, and identical bids are positively correlated with contract prices. Our structural estimates show that removing ownership network effects significantly improves a contractor’s cost efficiency, highlighting how ownership networks can hinder competition. Our findings are robust to falsification tests, bid rounding, placebo tests using other common stakeholder relationships, and sample weighting based on our machine learning prediction of the auction format.

Keywords: Common Ownership, Public Procurement Auctions, Corporate Governance

JEL Classification: D44, G32, L14, L41, H57

Suggested Citation

Asai, Kentaro and Charoenwong, Ben, Ownership Networks and Bid Rigging (May 8, 2024). Available at SSRN: https://ssrn.com/abstract=3298152 or http://dx.doi.org/10.2139/ssrn.3298152

Kentaro Asai (Contact Author)

Kyoto University ( email )

Yoshida-Honmachi
Sakyo-ku
Kyoto, 606-8501
Japan

Ben Charoenwong

INSEAD ( email )

Boulevard de Constance
77305 Fontainebleau Cedex
France

HOME PAGE: http://https://www.insead.edu/faculty/ben-charoenwong

Chicago Global ( email )

67 AYER RAJAH CRESCENT, #02-10/17, Singapore
Singapore, 139950
Singapore

HOME PAGE: http://chicago.global

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