An increase in the household debt to GDP ratio predicts lower GDP growth and higher unemployment in the medium run for … household debt to GDP ratio and a decline in subsequent GDP growth, highlighting the importance of credit supply shocks …. Economic forecasters systematically over-predict GDP growth at the end of household debt booms, suggesting an important role of …