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An Empirical Model of R&D Procurement Contests: An Analysis of the DOD SBIR Program

Econometrica 2021 89(5), 2189-2224
Firms and governments often use R&D contests to incentivize suppliers to develop and deliver innovative products. The optimal design of such contests depends on empirical primitives: the cost of research, the uncertainty in outcomes, and the surplus participants capture. Can R&D contests in real‐world settings be redesigned to increase social surplus? I ask this question in the context of the Department of Defense's Small Business Innovation Research program, a multistage R&D contest. I develop a structural model to estimate the primitives from data on R&D and procurement contracts. I find that the optimal design substantially increases social surplus, and simple design changes in isolation (e.g., inviting more contestants) can capture up to half these gains; however, these changes reduce the DOD's own welfare. These results suggest there is substantial scope for improving the design of real‐world contests but that a designer must balance competing objectives.

Fiduciary Duty and the Market for Financial Advice

Econometrica 2025 93(4), 1449-1480
Fiduciary duty aims to solve principal‐agent problems, and the United States is in the middle of a protracted debate surrounding the merits of extending it to all financial advisers. Leveraging a transaction‐level data set of deferred annuities and state‐level variation in common law fiduciary duty, we find that it raises risk‐adjusted returns by 25 bp and leads to a 16% decline in the entry of affected firms. Through the lens of a model of entry and advice provision, we show that this effect can be due to both an increase in fixed costs and an increase in the cost of providing low‐quality advice. We show how to disentangle these channels and find that both are empirically relevant. Counterfactual simulations show that further increases in the stringency of fiduciary duty monotonically improve advice quality.

Merger Effects and Antitrust Enforcement: Evidence from US Consumer Packaged Goods

American Economic Review 2026 116(8), 2996-3035
We document the effects of a comprehensive set of mergers of consumer packaged goods manufacturers on prices, quantities, and product assortment. Across specifications, we find a small average price effect of mergers (−0.5−1.1 percent) but substantial heterogeneity, with a standard deviation between 3.9 and 7.6 percentage points. Through a model of enforcement, we find that agencies act as if they challenge mergers they expect would increase prices more than 4.8 to 6.3 percent. Increases in stringency would reduce prices and the prevalence of completed price-increasing mergers, with minimal impacts on blocked price-decreasing mergers, at significantly greater agency burden.

Bidding and Drilling under Uncertainty: An Empirical Analysis of Contingent Payment Auctions

Journal of Political Economy 2022 130(5), 1319-1363
Auctions are often used to sell assets whose future cash flows require the winner to make postauction investments. When winners’ payments are contingent on these cash flows, auction design can influence both bidding and incentives to exert effort after the auction. We propose a model of contingent payment auctions that links auction design to postauction economic activity. In the context of oil leases in the Permian Basin, we show that moral hazard affects the relative revenue ranking of different auction designs. Among a large class of alternatives, the observed design cannot be changed to increase both revenues and drilling rates.