Our model links the  rate of participation in labor force, LFP, to the change in real GDP per capita.  The latter leads by two years, and we have successfully predicted the fall in  LFP in 2009. For short time intervals, one can replace labor force with  employment, E, and GDP per capita with GDP. Figure 1 shows the evolution of  dGDP/GDPdt and E/P  (employment population ratio) in the U.S. after 1990. The latter variable is  reduced by 60% and shifted 12 months back in order to fit the level of dGPG/GDP between 1990 and 2010. 
 The overall agreement between the curves is  excellent and allows forecasting the E/P, the dGDP/GDPdt curve leads by 12  months. Then, the current E/P value corresponds to May 2010. Therefore, the E/P  should jump to the level of 63% by the end of 2011. 
Figure 1. Annual change rate of real  GDP, dGDP/GDP, and the monthly estimated ratio of  employment and working age population, E/P.

 
 
 
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