This paper introduces private sender information into a sender-receiver game of Bayesian persuasion with monotonic sender preferences. I derive properties of increasing differences related to the precision of signals and use these to fully characterize the set of equilibria robust to the...

We study a boundedly rational model of imitation when payoff distributions of actions differ across types of individuals. Individuals observe others’ actions and payoffs, and a comparison signal. One of two inefficiencies always arises: (i) uniform adoption, i.e., all individuals choose the...

We analyze information disclosure as a policy instrument for contagion management indecentralized environments. A benevolent planner (e.g., the government) tests a fraction ofthe population to learn the infection rate. Individuals meet randomly and exert vigilanceeffort. Efforts factor in a...