On the other hand, in cases where the crisis occurred relatively late in the downturn, it may attribute to the crisis declines in output caused by other factors. More generally, reverse causation is inherently a problem in the study of financial crisis: crises may depress output, but fall in output may also cause crises. While no statistical procedure can avoid these problems entirely, using recessions as the unit of observation may tend to magnify them.