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Consistency of micro- and macro-level data on global value chains: Evidence from selected European countries

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  • A. Giunta
  • P. Montalbano
  • S. Nenci

Abstract

This study investigates the degree of consistency and fungibility of micro and macro sources of global value chain (GVC) data. We combine two datasets for selected European countries over the period 2001–2014: the European Union-European Firms in a Global Economy (EU-EFIGE) firm-level dataset (integrated with panel balance sheet data from Amadeus) and the World Input–Output Database (WIOD) at the country and sectoral level. Although the two datasets come from different sources and are based on different assumptions, we find that (i) the WIOD-based country and sectoral GVC indicators are positively correlated with firm-level proxies based on EFIGE data; and (ii) the GVC indicators from both sources are positively correlated with firm-level labor productivity. These outcomes are robust to various empirical tests and specifications, as well as to controlling for firm, sector, and country heterogeneity. Our results hold relevance for scholars by demonstrating that the available inter-country input–output (ICIO) data can be used to compensate for the scarcity of firm-level data for evidence-based GVC analyses.

Suggested Citation

  • A. Giunta & P. Montalbano & S. Nenci, 2022. "Consistency of micro- and macro-level data on global value chains: Evidence from selected European countries," International Economics, CEPII research center, issue 171, pages 130-142.
    • Handle: RePEc:cii:cepiie:2022-q3-171-8
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    1. Davide Del Prete & Giorgia Giovannetti & Enrico Marvasi, 2017. "Global value chains participation and productivity gains for North African firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 675-701, November.
    2. Joaquin Blaum & Claire LeLarge & Michael Peters, 2015. "The Gains from Input Trade in Firm-Based Models of Importing," NBER Working Papers 21504, National Bureau of Economic Research, Inc.
    3. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    4. Carlo Altomonte & Tommaso Aquilante & Gábor Békés & Gianmarco I.P. Ottaviano, 2013. "Internationalization and innovation of firms: evidence and policy [Managing knowledge within and outside the multinational corporation]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(76), pages 663-700.
    5. Arne J. Nagengast & Robert Stehrer, 2016. "Accounting for the Differences Between Gross and Value Added Trade Balances," The World Economy, Wiley Blackwell, vol. 39(9), pages 1276-1306, September.
    6. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    7. Alonso Alfaro-Ureña & Isabela Manelici & Jose P Vasquez, 2022. "The Effects of Joining Multinational Supply Chains: New Evidence from Firm-to-Firm Linkages," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(3), pages 1495-1552.
    8. Robert Koopman & Zhi Wang & Shang-Jin Wei, 2014. "Tracing Value-Added and Double Counting in Gross Exports," American Economic Review, American Economic Association, vol. 104(2), pages 459-494, February.
    9. Antonio Accetturo & Anna Giunta, 2018. "Value chains and the great recession: Evidence from Italian and German firms," International Economics, CEPII research center, issue 153, pages 55-68.
    10. Joaquin Blaum & Claire Lelarge & Michael Peters, 2018. "The Gains from Input Trade with Heterogeneous Importers," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 77-127, October.
    11. Bems, Rudolfs & Kikkawa, Ayumu Ken, 2021. "Measuring trade in value added with firm-level data," Journal of International Economics, Elsevier, vol. 129(C).
    12. Cainelli, Giulio & Ganau, Roberto & Giunta, Anna, 2018. "Spatial agglomeration, Global Value Chains, and productivity. Micro-evidence from Italy and Spain," Economics Letters, Elsevier, vol. 169(C), pages 43-46.
    13. Kei-Mu Yi, 2003. "Can Vertical Specialization Explain the Growth of World Trade?," Journal of Political Economy, University of Chicago Press, vol. 111(1), pages 52-102, February.
    14. Arnaud Costinot & Jonathan Vogel & Su Wang, 2013. "An Elementary Theory of Global Supply Chains," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 109-144.
    15. Mariarosaria Agostino & Emanuele Brancati & Anna Giunta & Domenico Scalera & Francesco Trivieri, 2020. "Firms' efficiency and global value chains: An empirical investigation on Italian industry," The World Economy, Wiley Blackwell, vol. 43(4), pages 1000-1033, April.
    16. Feenstra, Robert C. & Jensen, J. Bradford, 2012. "Evaluating estimates of materials offshoring from US manufacturing," Economics Letters, Elsevier, vol. 117(1), pages 170-173.
    17. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    18. Alessandro Borin & Michele Mancini, 2019. "Measuring What Matters in Global Value Chains and Value-Added Trade," World Bank Publications - Reports 31533, The World Bank Group.
    19. Rungi, Armando & Del Prete, Davide, 2018. "The smile curve at the firm level: Where value is added along supply chains," Economics Letters, Elsevier, vol. 164(C), pages 38-42.
    20. Bernhard Michel & Caroline Hambÿe & Bart Hertveldt, 2018. "The Role of Exporters and Domestic Producers in GVCs: Evidence for Belgium based on Extended National Supply-and-Use Tables Integrated into a Global Multiregional Input-Output Table," NBER Working Papers 25155, National Bureau of Economic Research, Inc.
    21. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    22. Pietrobelli, Carlo & Rabellotti, Roberta, 2011. "Global Value Chains Meet Innovation Systems: Are There Learning Opportunities for Developing Countries?," World Development, Elsevier, vol. 39(7), pages 1261-1269, July.
    23. repec:oup:ecpoli:v:28:y:2013:i:76:p:663-700 is not listed on IDEAS
    24. Pierluigi Montalbano & Silvia Nenci & Carlo Pietrobelli, 2018. "Opening and linking up: firms, GVCs, and productivity in Latin America," Small Business Economics, Springer, vol. 50(4), pages 917-935, April.
    25. Alonso de Gortari, 2019. "Disentangling Global Value Chains," NBER Working Papers 25868, National Bureau of Economic Research, Inc.
    26. Zhi Wang & Shang-Jin Wei & Kunfu Zhu, 2013. "Quantifying International Production Sharing at the Bilateral and Sector Levels," NBER Working Papers 19677, National Bureau of Economic Research, Inc.
    27. Giovannetti, Giorgia & Marvasi, Enrico, 2018. "Governance, value chain positioning and firms' heterogeneous performance: The case of Tuscany," International Economics, Elsevier, vol. 154(C), pages 86-107.
    28. Giorgia Giovannetti & Enrico Marvasi & Marco Sanfilippo, 2015. "Supply chains and the internationalization of small firms," Small Business Economics, Springer, vol. 44(4), pages 845-865, April.
    29. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2011. "Multiproduct Firms and Trade Liberalization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1271-1318.
    30. João Amador & Sónia Cabral, 2016. "Global Value Chains: A Survey Of Drivers And Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 30(2), pages 278-301, April.
    31. Pol Antràs & Davin Chor, 2021. "Global Value Chains," NBER Working Papers 28549, National Bureau of Economic Research, Inc.
    32. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
    33. Robert Koopman & William Powers & Zhi Wang & Shang-Jin Wei, 2010. "Give Credit Where Credit Is Due: Tracing Value Added in Global Production Chains," NBER Working Papers 16426, National Bureau of Economic Research, Inc.
    34. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    35. Robert Stehrer, 2013. "Accounting Relations in Bilateral Value Added Trade," wiiw Working Papers 101, The Vienna Institute for International Economic Studies, wiiw.
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    More about this item

    Keywords

    Global value chain; Firms' internationalization; Trade in value added; Inter-country input–output tables; European countries;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F60 - International Economics - - Economic Impacts of Globalization - - - General
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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