The effects of a persistently weak economy and high long-term unemployment can reverberate through a country’s economy long into the future—commonly referred to by economists as hysteresis. Our analysis shows that the large and sustained output gap, the difference between what an economy could produce and what it is producing, raises the danger that a downturn reduces the economy’s productive capacity and permanently depresses potential GDP.