The recession most likely ended last July, and the interaction between real activity and inflation during the downturn were strongly positive, consistent with an adverse demand shock, according to research published in late January by the Philadelphia Federal Reserve.

The paper's authors build a real activity index, noting that real-time macroeconomic information is vital both to private agents and policymakers, pointing out that several central banks- such as the Bank of Italy and the Bank of