Recessions accompanied by financial crises typically run deeper and last longer. There is merit in seeking a method to identify financial stress that can offer real-time signals, is reproducible and is objective. A model-based approach is more objective than assessment by experts who base it on periodic previous instances that may not have encountered emerging shocks.