Further evidence on financial information and economic activity forecasts in the United States

•We reveal new evidence for the predictive power of financial variables.•We provide bootstrap simulation to enhance the robustness of in-sample results.•The predictive power remains stable in out-of-sample estimation to some extent.•The forecasting of predictive financial variables provides economic significance.