China's manufacturing sector has been a key source of the economy's dynamism. Analysis after 2007 however is hampered by problems in the key data source for empirical analysis, the National Bureau of Statistics' (NBS) annual survey of industrial firms. Issues include missing information on value...

Are recessions drivers of structural change? Here we investigate the resilience of cities, and argue that a re-allocation of labour between industrial sectors in times of crisis induces an acceleration in structural change. Using UK data, we find that cities experienced a sharp increase in...

We study how monetary policy should respond to shocks which permanently alter the steady state structure of the economy. In such a case monetary policy affects not only the short run misallocations due to nominal rigidities, but also relative prices which stimulate reallocation of capital. We...