Are standard production network properties similar across all available datasets, and if not,
why? We provide benchmark results from two administrative datasets (Ecuador and Hungary),
which are exceptional in that there is no reporting threshold. We compare these networks to
a leading commercial dataset (FactSet) and published results on national firm-level production
networks. Administrative datasets with no reporting thresholds have remarkably similar quantitative properties, while a number of important properties are biased in datasets with missing
Bacilieri, A., Borsos, A., Astudillo-Estevez, P. & Lafond, F. (2023). 'Firm-level production networks: what do we (really) know?'. INET Oxford Working Paper No. 2023-08.