Details about Armando Rungi

Access statistics for papers by Armando Rungi.

Last updated 2025-12-10. Update your information in the RePEc Author Service.

Short-id: pru188

Working Papers

2025

1. FDI and innovation dynamics: The role of foreign corporate groups and technological pathways in domestic green innovation
   wiiw Working Papers, The Vienna Institute for International Economic Studies, wiiw
2. Harnessing FDI for innovation and green growth in the EU: Some evidence-based policy recommendations
   wiiw Policy Notes, The Vienna Institute for International Economic Studies, wiiw
3. Learning by exporting with a dose-response function
   Papers, arXiv.org
4. Non-linear dependence and Granger causality: A vine copula approach
   Papers, arXiv.org
5. Ownership Chains in Multinational Enterprises
   Papers, arXiv.org View citations (1)
   Also in Working Papers, CEPII research center (2025)
6. Procompetitive effects of vertical takeovers. Evidence from the European Union
   Papers, arXiv.org
7. Seeing Through Green: Text-Based Classification and the Firm's Returns from Green Patents
   Papers, arXiv.org
8. The Network Effects of the EU Carbon Border Adjustment Mechanism with a Quantitative Trade Model
   Papers, arXiv.org
9. The heterogeneous impact of the EU-Canada agreement with causal machine learning
   Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers), HAL
   Also in Working Papers, HAL (2025)
   Papers, arXiv.org (2025)

2024

10. What do Firms Gain from Patenting? The Case of the Global ICT Industry
    Papers, arXiv.org
    See also Journal Article What do firms gain from patenting? The case of the global ICT industry, Technological Forecasting and Social Change, Elsevier (2024) (2024)

2023

11. Machine Learning for Zombie Hunting: Predicting Distress from Firms' Accounts and Missing Values
    Papers, arXiv.org
    See also Journal Article Machine learning for zombie hunting: predicting distress from firms’ accounts and missing values, Industrial and Corporate Change, Oxford University Press and the Associazione ICC (2024) (2024)

2022

12. Predicting Exporters with Machine Learning
    Papers, arXiv.org
    Also in Working Papers, IMT School for Advanced Studies Lucca (2021)
    See also Journal Article Predicting Exporters with Machine Learning, World Trade Review, Cambridge University Press (2023) View citations (1) (2023)

2021

13. A Neural Network Ensemble Approach for GDP Forecasting
    Working Papers, IMT School for Advanced Studies Lucca
    See also Journal Article A neural network ensemble approach for GDP forecasting, Journal of Economic Dynamics and Control, Elsevier (2022) View citations (12) (2022)
14. Business Groups as Knowledge-Based Hierarchies of Firms
    CEPR Discussion Papers, C.E.P.R. Discussion Papers
    Also in CEP Discussion Papers, Centre for Economic Performance, LSE (2021) View citations (8)
    LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2021) View citations (7)

2020

15. Machine Learning for Zombie Hunting. Firms Failures and Financial Constraints
    Working Papers, IMT School for Advanced Studies Lucca View citations (3)
16. Measuring the Input Rank in Global Supply Networks
    Papers, arXiv.org View citations (1)
    See also Journal Article Measuring the input rank in global supply networks, The World Economy, Wiley Blackwell (2023) View citations (1) (2023)
17. Monthly Report No. 03/2020
    wiiw Monthly Reports, The Vienna Institute for International Economic Studies, wiiw
18. Talents from Abroad. Foreign Managers and Productivity in the United Kingdom
    Papers, arXiv.org View citations (1)
    Also in Working Papers, IMT School for Advanced Studies Lucca (2019) View citations (1)
    See also Journal Article Talents from abroad. Foreign managers and productivity in the United Kingdom, International Economics, Elsevier (2024) View citations (2) (2024)

2018

19. Cohesion Policy Meets Heterogeneous Firms
    wiiw Working Papers, The Vienna Institute for International Economic Studies, wiiw View citations (3)
    Also in Working Papers, IMT School for Advanced Studies Lucca (2018) View citations (3)
    See also Journal Article Cohesion Policy Meets Heterogeneous Firms, Journal of Common Market Studies, Wiley Blackwell (2020) View citations (13) (2020)

2017

20. Does corporate control matter to financial volatility?
    Working Papers, IMT School for Advanced Studies Lucca
21. Global ownership and corporate control networks
    Working Papers, IMT School for Advanced Studies Lucca View citations (13)
22. Monthly Report No. 9/2017
    wiiw Monthly Reports, The Vienna Institute for International Economic Studies, wiiw
23. The 'Smile Curve': where Value is Added along Supply Chains
    Working Papers, IMT School for Advanced Studies Lucca View citations (10)
    Also in Development Working Papers, Centro Studi Luca d'Agliano, University of Milano (2017) View citations (7)
24. The Organization of Global Supply Networks
    Working Papers, IMT School for Advanced Studies Lucca View citations (5)

2016

25. Access to Medicines and European Market Integration
    Working Papers, IMT School for Advanced Studies Lucca View citations (1)

2015

26. Organizing the Global Value Chain: a firm-level test
    Working Papers, IMT School for Advanced Studies Lucca View citations (24)
    Also in Working Papers, Sapienza University of Rome, DISS (2015) View citations (8)
    See also Journal Article Organizing the global value chain: A firm-level test, Journal of International Economics, Elsevier (2017) View citations (47) (2017)

2013

27. Business Groups as Hierarchies of Firms: Determinants of Vertical Integration and Performance
    Economy and Society, Fondazione Eni Enrico Mattei (FEEM) View citations (49)
    Also in Working Paper Series, European Central Bank (2013) View citations (45)
    Working Papers, Fondazione Eni Enrico Mattei (2013) View citations (45)

2012

28. Global Value Chains During the Great Trade Collapse: A Bullwhip Effect?
    CEP Discussion Papers, Centre for Economic Performance, LSE View citations (89)
    Also in LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2012) View citations (2)
    Working papers, Banque de France (2012) View citations (86)
    Working Paper Series, European Central Bank (2012) View citations (87)

2010

29. Assessing the Competitive Behaviour of Firms in the Single Market: A Micro-based Approach
    European Economy - Economic Papers 2008 - 2015, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission View citations (12)

2008

30. Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms
    Papers, Economic and Social Research Institute (ESRI) View citations (10)
    See also Journal Article Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms, Rivista italiana degli economisti, Società editrice il Mulino (2014) View citations (6) (2014)

Journal Articles

2024

1. Machine learning for zombie hunting: predicting distress from firms’ accounts and missing values
   Industrial and Corporate Change, 2024, 33, (5), 1063-1097
   See also Working Paper Machine Learning for Zombie Hunting: Predicting Distress from Firms' Accounts and Missing Values, Papers (2023) (2023)
2. Talents from abroad. Foreign managers and productivity in the United Kingdom
   International Economics, 2024, 177, (C) View citations (2)
   See also Working Paper Talents from Abroad. Foreign Managers and Productivity in the United Kingdom, Papers (2020) View citations (1) (2020)
3. What do firms gain from patenting? The case of the global ICT industry
   Technological Forecasting and Social Change, 2024, 208, (C)
   See also Working Paper What do Firms Gain from Patenting? The Case of the Global ICT Industry, Papers (2024) (2024)

2023

4. Measuring the input rank in global supply networks
   The World Economy, 2023, 46, (10), 3081-3115 View citations (1)
   See also Working Paper Measuring the Input Rank in Global Supply Networks, Papers (2020) View citations (1) (2020)
5. Navigating Uncertainty: Multinationals’ Investment Strategies after the Pandemic Shock
   Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, 2023, 9, (3), 967-996 View citations (1)
6. Predicting Exporters with Machine Learning
   World Trade Review, 2023, 22, (5), 584-607 View citations (1)
   See also Working Paper Predicting Exporters with Machine Learning, Papers (2022) (2022)

2022

7. A neural network ensemble approach for GDP forecasting
   Journal of Economic Dynamics and Control, 2022, 134, (C) View citations (12)
   See also Working Paper A Neural Network Ensemble Approach for GDP Forecasting, Working Papers (2021) (2021)
8. COVID-19, social distancing and guests' preferences: impact on peer-to-peer accommodation pricing
   Current Issues in Tourism, 2022, 25, (16), 2571-2577

2020

9. Backward and Forward Integration Along Global Value Chains
   Review of Industrial Organization, 2020, 57, (2), 263-283 View citations (8)
10. Cohesion Policy Meets Heterogeneous Firms
    Journal of Common Market Studies, 2020, 58, (4), 803-817 View citations (13)
    See also Working Paper Cohesion Policy Meets Heterogeneous Firms, wiiw Working Papers (2018) View citations (3) (2018)

2019

11. Heterogeneous Firms and the North–South Divide in Italy
    Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, 2019, 5, (3), 325-347 View citations (3)

2018

12. The smile curve at the firm level: Where value is added along supply chains
    Economics Letters, 2018, 164, (C), 38-42 View citations (48)

2017

13. Organizing the global value chain: A firm-level test
    Journal of International Economics, 2017, 109, (C), 16-30 View citations (47)
    See also Working Paper Organizing the Global Value Chain: a firm-level test, Working Papers (2015) View citations (24) (2015)

2014

14. Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms
    Rivista italiana degli economisti, 2014, (1), 45-66 View citations (6)
    See also Working Paper Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms, Papers (2008) View citations (10) (2008)
15. The price of pharmaceutical products in Italy. On some recent trends
    Mercato Concorrenza Regole, 2014, (2), 265-282

2013

16. The "Invisible Role" of Business Groups is made Evident
    Review of Environment, Energy and Economics - Re3, 2013

Books

2021

1. Resilience and Digital Disruption
   SpringerBriefs in Business, Springer

Chapters

2021

1. Digital Manufacturing and the Transformation of the Automotive Industry
   Springer
2. Digital Technologies and Industrial Transformations
   Springer
3. Introduction
   Springer
4. Participation in Global Supply Chains and the Offshorability of Italian Jobs
   Springer
5. The Way Ahead Towards Advanced Automation: Policy Implication for Core Italian Manufacturing Regions
   Springer