Trajectories of Russian manufacturing firms' growth after the global financial crisis of 2008-2009: the role of restructuring efforts and regional institutional environment

The aim of this article is to conduct an empirical investigation and reveal which types of modernisation strategies and characteristics of regional institutional environment are likely to be associated with patterns of the performance of Russian manufacturing firms in 2007-2012. In addition to estimating the impact of ex-ante behaviour on the rate of sales growth, we use hierarchical cluster analysis to reveal the typical trajectories of firms' sales growth. We find that the dynamic of sales for more than 90% of firms can be described by just two types of performance curve: (a) crisis decline with recovery and growth; and (b) crisis decline with weak recovery and stagnation. Firms that invested more prior to the crisis and implemented active restructuring were more likely to have positive post-crisis dynamics of sales. We find evidence that firms in the regions with lower levels of corruption (both administrative and everyday) were more likely to recover successfully after the crisis.