This paper extends the benchmark Estrella and Hardouvelis (1991) term spread approach to recession forecasting by including the stock market macro liquidity deviation factor. We use a probit framework to predict US business cycles, as defined by the NBER between 1959Q1 and 2011Q4. We find that...