shocks, or the propagation of shocks through the network. Firms can replace suppliers they have lost due to exit subject to … switching costs and search frictions. This enables us to study the impact of shocks on aggregate production in an adaptive … network, and we show that depending on the nature of the shocks, adaptivity can make the network more or less stable. …