15 citations · 16 across the 4 of their papers we have counts for
4 papers
Product-level value chains from firm data: mapping trophic levels into economic growth
Massimiliano Fessina, Andrea Tacchella, Andrea Zaccaria
We reconstruct a product-level input-output network based on firm-level import-export data of Italian firms. We show that the network has a statistically significant, yet nuanced t…
Inferring firm-level supply chain networks with realistic systemic risk from industry sector-level data
Massimiliano Fessina, Giulio Cimini, Tiziano Squartini +3
Production networks constitute the backbone of every economic system. They are inherently fragile as several recent crises clearly highlighted. Estimating the system-wide consequen…
Pattern-detection in the global automotive industry: a manufacturer-supplier-product network analysis
Massimiliano Fessina, Andrea Zaccaria, Giulio Cimini +1
Production networks arise from supply and customer relations among firms. These systems are gaining growing attention as a consequence of disruptions due to natural or man-made dis…
Which products activate a product? An explainable machine learning approach
Massimiliano Fessina, Giambattista Albora, Andrea Tacchella +1
Tree-based machine learning algorithms provide the most precise assessment of the feasibility for a country to export a target product given its export basket. However, the high nu…