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trade collapse, multinational firms, global value chains, hierarchies of firms, vertical integration
production chains, hierarchies, business groups, property rights, fi nancial development, contract enforcement, vertical integration, corporate ownership, organization of production, productivity
Production Chains, Hierarchies, Business Groups, Financial Development, Property Rights, Vertical Integration, Corporate Ownership, Organization of Production, Productivity
production chains, hierarchies, business groups, nancial development, property rights, vertical integration, corporate ownership, organization of production, productivity
machine learning, Bayesian statistical learning, financial constraints, bankruptcy, zombie firms
ownership, corporate control, multinational enterprises, financial networks, financial institutions, offshore, economic entrenchment
global value chains, global supply chains, smile curve, downstreamness, value added, heterogeneous firms, multinational enterprises
global value chains; vertical integration; outsourcing; property rights theory; multinational enterprises; downstreamness; corporate boundaries
supply chains; hierarchies; business groups; property rights; organization of production; productivity
economic integration, price convergence, product launches, European Single Market, healthcare, pharmaceutical industry, pricing
macroeconomic forecasting, machine learning, neural networks, dynamic factor model, Covid-19 crisis, Mixed frequency
global value chains, global supply chains, downstreamness, smile curve, value added, heterogenous firms, multinational enterprises
managers, productivity, job mobility, spillovers, multinational enterprises, migration
zombie firms, Machine Learning, Bayesian statistical learning, financial constraints, bankruptcy, missing data
production networks, global value chains, Input Output tables, vertical integration, multinational enterprises, eigenvector centrality
intellectual property rights, patents, competition, productivity, firm level
global value chains; vertical integration; property rights theory; multinational enterprises; downstreamness; corporate boundaries.
exporting, machine learning, trade promotion, trade finance, competitiveness
global value chains, supply networks, vertical integration, upstreamness, firm theory
computational sociology, science of science, networks of networks, Matthew effect, cumulative advantage, citations, careers
productivity, sorting, regional disparities, firm-level, heterogeneity, agglomeration, survival
total factor productivity, regional policy, European Union, economic integration, R&D, subsidies
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Business Groups, knowledge hierarchies, Multinational Enterprises, Organization of production
Import Penetration, Intermediate Inputs, Productivity
