Selected Publications

    Exploiting individual-level data linking workers' performance and their stock investments, we document that a 10% increase in individual-level monthly income from stock market investments lowers the worker output in subsequent month by 3.8%.


    Neighbor's bankruptcy lowers the monthly consumption of same-building (but not adjacent buildings') peers, implying a significant social multiplier effect.


    Customer demand extracted from micro-level consumer spending predicts firm's subsequent abnormal returns.


    Higher abnormal sunshine leads to more contemporaneous credit card spending of local consumers.


     The introduction of a mobile wallet payment technology promoted sales growth for small, new business by facilitating customer acquisition.