*Under Review*
*Winner of the Young Economists' Essay Award at the 2021 Annual Conference of the European Association for Research in Industrial Economics (EARIE)*
I document efficiency gains over the US production network from 1977-2016 using a novel procedure that jointly estimates productivity and spillovers.