We consider the best way to extract timely signals from newspaper text and use them to forecast macroeconomic variables … using three popular UK newspapers that collectively represent UK newspaper readership in terms of political perspective and … editorial style. We find that newspaper text can improve economic forecasts both in absolute and marginal terms. We introduce a …

I examine the effect of strategic competition on management sales forecast bias. Strategic complement firms react to a …