This work estimates Markov switching models on real-time data and shows that the growth rate of gross domestic income (GDI), deflated by the gross domestic product (GDP) deflator, has done a better job recognizing the start of recessions than has the growth rate of real GDP. This result suggests that placing an increased focus on GDI may be useful in assessing the current state of the economy. …