There are limitations of our measures of earnings opacity. First, we want to know how expected earnings opacity affects investor behavior, but expected earnings opacity is unobservable. We use lagged earnings opacity measures from year t-1 in all our tests to proxy for investor expectations about earnings opacity in year t, which implicitly assumes that investors observe earnings opacity after the fact, and their expectation of earnings opacity this year are based on their observation of last year's earnings opacity.