My research is in the area of Industrial Organization and Applied Game Theory.
Among the topics I explore are referrals, search, advertising, and ranking. My current research is on the issues of corruption in procurement contracts and on consumer information acquisition.
We study how to fight corruption in procurement contracts.
"The Impact of the Foreign Corrupt Practices Act on Competitiveness, Bribery, and Investment" (co-authored with Hugo Mialon), 2020, American Law and Economics Review 22, 105–126.
The Foreign Corrupt Practices Act (FCPA) prohibits U.S.-related firms from making bribes abroad. We analyze the FCPA’s effects in a model of competition between a U.S. and foreign firm for contracts in a host country. If the FCPA only applies to the U.S. firm, it reduces that firm’s competitiveness and either increases bribery by the foreign firm or reduces overall investment. If the FCPA also applies to foreign firms, it reduces total bribery, and in host countries with high corruption levels, it increases total investment. The model suggests that the FCPA will deter bribery and stimulate investment while not disadvantaging U.S. firms if its enforcement is aimed at firms who engaged in bribery in highly corrupt countries and whose main competitors are also subject to the FCPA.
We axiomatize multi-dimensional contests.
"Multi-Activity Contests" (co-authored with Hugo Mialon), 2010, Economic Theory 43, 23-43.
https://www.jstor.org/stable/25620010
https://ideas.repec.org/a/spr/joecth/v43y2010i1p23-43.html
In many contests, players can influence their chances of winning through multiple activities or "arms". We develop a model of multi-armed contests and axiomatize its contest success function. We then analyze the outcomes of the multi-armed contest and the effects of allowing or restricting arms. Restricting an arm increases total effort directed to other arms if and only if restricting the arm balances the contest. Restricting an arm tends to reduce rent dissipation because it reduces the discriminatory power of the contest. But it also tends to increase rent dissipation if it balances the contest. Less rent is dissipated if an arm is restricted as long as no player is excessively stronger than the other with that arm. If players are sufficiently symmetric in an arm, both players are better off if that arm is restricted. Nevertheless, players cannot agree to restrict the arm if their costs of using the arm are sufficiently low.
We study commitment in multi-dimensional contests.
"Dynamic Multi-Activity Contests" (co-authored with Hugo Mialon), 2012, Scandinavian Journal of Economics 114, 520–538, June 2012.
Published online at http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9442.2012.01695.x/full
We develop a model of dynamic multi‐activity contests. Players simultaneously choose efforts in long‐run activities, observe each other's efforts in these activities, and then simultaneously choose efforts in short‐run activities. A player's long‐run and short‐run efforts complement each other in determining the player's probability of winning. We compare the outcomes of this two‐stage model to those of the corresponding model in which players choose efforts in all activities simultaneously. Interestingly, effort expenditures are always lower in the sequential multi‐activity contest than in the simultaneous multi‐activity contest. The implications of this result for the organization of military, litigation, innovation, academic, and sporting contests are highlighted.
We study consumer attention to warning labels affects product safety.
"Liability or Labeling? Regulating Product Risks with Costly Consumer Attention" (co-authored with Maria Vyshnya Aslam), 2018, Journal of Economic Behavior& Organization 154, October 2018, Pages 238-252.
DOI: https://doi.org/10.1016/j.jebo.2018.08.016;
SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2499863
We study the effects of risk disclosure and product liability on product safety.
Consumers take care by paying attention to warning labels.
Producer care has a lulling effect on consumer care.
Consumer care has a vigilance effect on producer care.
Visible warnings tend to reduce harm, but stronger liability can improve welfare.
This paper examines the liability and labeling approaches to regulating product safety. Stronger product liability increases producer care, which then has a negative “lulling effect” on consumer attention to warning labels. By contrast, more visible warning labels increase such consumer care, which then has a positive “vigilance effect” on producer care. Information campaigns educating consumers about product risks generate a similar vigilance effect. This happens because consumers view producer care and consumer care levels as strategic substitutes, while the firm views them as strategic complements. We argue that when a public policy is chosen, the endogeneity of consumer attention to warnings is not to be overlooked.
We study the optimal design of consumer referral programs.
"Consumer Referrals" (co-authored with Hideo Konishi), 2016, International Journal of Industrial Organization 48, 34–58.
DOI: http://dx.doi.org/10.1016/j.ijindorg.2016.06.001
We study consumer referral behavior under a firms customer referral program.
We analyze the firm’s optimal pricing, advertising, and referral policy mix.
Price is not affected by consumer referrals, but the firm advertises less.
Welfare effects of consumer referrals tend to be positive.
Consumer ability to target their referrals may leave some consumers worse off.
This paper compares the equilibrium outcomes in search markets with and without referrals. Although it seems clear that consumers would benefit from referrals, it is not at all clear whether firms would unilaterally provide information about competing offers since such information could encourage consumers to purchase the product elsewhere. In a model of a horizontally differentiated product market with sequential consumer search, we show that valuable referrals can arise in the equilibrium: a firm will give referrals to consumers whose ideal product is sufficiently far away from the firm's offering. We allow firms to price-discriminate among consumers, and consumers to misrepresent their tastes. We found that the equilibrium profits tend to be higher in markets with referrals than in markets without. Consumers tend to be better off in the presence of referrals when search costs are not too low, and under a certain parameter range, referrals lead to a Pareto improvement.
In many industries, firms reward their customers for making referrals. We analyze a monopoly’s optimal policy mix of price, advertising intensity, and referral fee when buyers choose to what extent to refer other consumers to the firm. When the referral fee can be optimally set by the firm, it will charge the standard monopoly price. The firm always advertises less when it uses referrals. We extend the analysis to the case where consumers can target their referrals. In particular, we show that referral targeting could be detrimental for consumers in a low-valuation group.
"Referrals in Search Markets" (co-authored with Hideo Konishi), International Journal of Industrial Organization 30, January 2012, Pages 89–101.
Published online at: http://dx.doi.org/10.1016/j.ijindorg.2011.06.002
We compare equilibria in search markets with and without referrals.
We show that referrals can arise in horizontally differentiated product markets.
The equilibrium profits tend to be higher in markets with referrals.
Consumers tend to be better off under referrals when search costs are not too low.
Referrals can lead to a Pareto improvement.
This paper compares the equilibrium outcomes in search markets with and without referrals. Although it seems clear that consumers would benefit from referrals, it is not at all clear whether firms would unilaterally provide information about competing offers since such information could encourage consumers to purchase the product elsewhere. In a model of a horizontally differentiated product market with sequential consumer search, we show that valuable referrals can arise in the equilibrium: a firm will give referrals to consumers whose ideal product is sufficiently far away from the firm's offering. We allow firms to price-discriminate among consumers, and consumers to misrepresent their tastes. We found that the equilibrium profits tend to be higher in markets with referrals than in markets without. Consumers tend to be better off in the presence of referrals when search costs are not too low, and under a certain parameter range, referrals lead to a Pareto improvement.
I argue that search is rarely random and that the non-randomness of search matters.
"Ordered Search," 2007, Rand Journal of Economics 38, 119-127. https://www.jstor.org/stable/25046295
I present an ordered-search model that, in contrast with random-search models, yields an intuitively appealing equilibrium in which there is price dispersion, prices and profits decline in the order of search and consumers with lower search costs search longer and obtain better deals. These features of the search equilibrium hold regardless of whether consumers are informed of prices prior to searching.
We study low-price guarantees, which are promises by firms to match or beat a competitor's price.
"On the Incidence and Variety of Low-Price Guarantees" (co-authored with Morten Hviid and Greg Shaffer), 2004, Journal of Law and Economics 47, 307–332.
https://doi.org/10.1086/386275
This paper provides evidence of the incidence and variety of low‐price guarantees (promises to match or beat a rival’s price) using data obtained from newspaper advertisements in 37 metropolitan areas in the United States. We have a total of 515 low‐price guarantees in our sample. We document their features, and we infer firms' motives and effects from these features. The evidence suggests that the majority of low‐price guarantees are not consistent with their use as a facilitating device because they tend to apply only to rival firms’ advertised prices or they are associated with high hassle costs. The evidence also suggests that price‐beating and price‐matching guarantees differ significantly in their features. The former are associated with higher hassle costs, apply disproportionately to rival firms’ advertised prices, and are more likely to allow postsale search than are price‐matching guarantees.