The article discusses various reports published within the issue including one by Bernd Brandl on the strategic way to determine good forecasting models in a data-rich environment, one by Jochen Hartwig on the quality of official macroeconomic data, and one by Patrick Crowley and David Mayes on the advances in time-varying spectral methods that are used to analyse the growth cycles in European area.