We study how firms adjust their financial positions around the times when they undertake lumpy adjustments in capital or employment. Using U.S. firm level data, we document systematic patterns of cash and debt financing around lumpy adjustment, remarkably similar across capital and employment....

We develop a novel methodology to quantify forecasts based on qualitative survey data. The methodology is generally applicable when quantitative information is available on the realization of the forecasted variable, for example from firm balance sheets. The method can be applied to a wide range...