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Supply and Demand for Discrimination: Strategic Revelation of Own Characteristics in a Trust Game

American Economic Review 2016 106(5), 319-323
In strategic settings a player may be able to influence the behavior of an opponent by revealing information about their own characteristics. They may for example aim to exploit stereotypes held by others. We provide an experimental test of this. A substantial fraction of players in a trust game exhibit a positive willingness to pay to reveal a photograph of themselves to their randomly-assigned partner. This suggests that they perceive that they can use their own characteristics to influence the behavior of others. The demand for such self-revelation depends negatively on price.

Checkmate: Exploring Backward Induction among Chess Players

American Economic Review 2011 101(2), 975-990
Although backward induction is a cornerstone of game theory, most laboratory experiments have found that agents are not able to successfully backward induct. We analyze the play of world-class chess players in the centipede game, which is ill-suited for testing backward induction, and in pure backward induction games—Race to 100 games. We find that chess players almost never play the backward induction equilibrium in the centipede game, but many properly backward induct in the Race to 100 games. We find no systematic within-subject relationship between choices in the centipede game and performance in pure backward induction games.

Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment

American Economic Review 2007 97(5), 1774-1793
We conducted a natural field experiment to further our understanding of the economics of charity. Using direct mail solicitations to over 50,000 prior donors of a nonprofit organization, we tested the effectiveness of a matching grant on charitable giving. We find that the match offer increases both the revenue per solicitation and the response rate. Larger match ratios (i.e., 3:1 and 2:1) relative to a smaller match ratio (1:1) had no additional impact, however. The results provide avenues for future empirical and theoretical work on charitable giving, cost-benefit analysis, and the private provision of public goods.

What Can We Learn from Experiments? Understanding the Threats to the Scalability of Experimental Results

American Economic Review 2017 107(5), 282-286 open access
Policymakers often consider interventions at the scale of the population, or some other large scale. One of the sources of information about the potential effects of such interventions is experimental studies conducted at a significantly smaller scale. A common occurrence is for the treatment effects detected in these small-scale studies to diminish substantially in size when applied at the larger scale that is of interest to policymakers. This paper provides an overview of the main reasons for a breakdown in scalability. Understanding the principal mechanisms represents a first step toward formulating countermeasures that promote scalability.

One Swallow Doesn't Make a Summer: New Evidence on Anchoring Effects

American Economic Review 2014 104(1), 277-290 open access
Some researchers have argued that anchoring in economic valuations casts doubt on the assumption of consistent and stable preferences. We present new evidence that explores the strength of certain anchoring results. We then present a theoretical framework that provides insights into why we should be cautious of initial empirical findings in general. The model importantly highlights that the rate of false positives depends not only on the observed significance level, but also on statistical power, research priors, and the number of scholars exploring the question. Importantly, a few independent replications dramatically increase the chances that the original finding is true.

Estimating Social Preferences and Gift Exchange at Work

American Economic Review 2022 112(3), 1038-1074 open access
We design three field experiments to estimate how workers' social preferences toward their employer motivates their work effort. We vary the pay rates offered to workers, the return to the employer, and employer generosity demonstrated via unexpected gifts. Workers exert effort even without private incentives, but their effort is insensitive to the return to the employer. This is consistent with “warm glow” but not pure altruism. The gifts have no effect on productivity, but engender extra work. This difference is explained partly by the finding that extra work is much more responsive to incentives than is productivity.

The Importance of Being Marginal: Gender Differences in Generosity

American Economic Review 2013 103(3), 586-590
Do men and women have different social preferences? Previous findings are contradictory. We provide a potential explanation using evidence from a field experiment. In a door-to-door solicitation, men and women are equally generous, but women become less generous when it becomes easy to avoid the solicitor. Our structural estimates of the social preference parameters suggest an explanation: women are more likely to be on the margin of giving, partly because of a less dispersed distribution of altruism. We find similar results for the willingness to complete an unpaid survey; women are more likely to be on the margin of participation.