This article reviews the literature on production networks in macroeconomics. It presents the theoretical foundations for the roles of input-output linkages as a shock propagation channel and a mechanism for transforming microeconomic shocks into macroeconomic fluctuations. The article provides a brief guide to the growing literature that explores these themes empirically and quantitatively.