In this paper we experimentally study effects of exogenous revenue shocks on long-term relationships between firms and workers. While we find that shocks have no significant effect on wages and a little effect on the duration of relationships, we observe their significant effect on effort...

In a moral hazard framework, an agent considers undertaking a task of uncertain difficulty. An immediate disclosure of the task’s difficulty by the principal convinces the agent to perform only easy tasks. By contrast, information design theory predicts that delayed disclosure can induce the...

Emerging phenomena of ubiquitous multi-source data provide promising avenues for making breakthroughs in financial risk prediction. While most existing methods for financial risk prediction are based on a single information source, which may not adequately capture various complex factors that...