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Firms' efficiency and global value chains: An empirical investigation on Italian industry

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  • Mariarosaria Agostino
  • Emanuele Brancati
  • Anna Giunta
  • Domenico Scalera
  • Francesco Trivieri

Abstract

This paper investigates the effect of participation in global value chains (GVCs) on firms' efficiency and explores heterogeneity in this impact across different firms, according to GVC governance, positioning in the chain and time length of participation. Our analysis takes advantage of survey data providing information on involvement in GVCs for a large set of Italian industrial SMEs between 2008 and 2012. We employ Data Envelopment Analysis (DEA) to retrieve a measure of firms' technical efficiency (i.e., DEA efficiency scores) and estimate the impact of involvement in GVCs on firms' efficiency through propensity‐score matching techniques and truncated regression. Our results show that participation in GVCs induces significant efficiency premia, especially for suppliers, with stronger effects in the case of relational modes of participation.

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  • 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.
    • Handle: RePEc:bla:worlde:v:43:y:2020:i:4:p:1000-1033
    DOI: 10.1111/twec.12866
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    1. Silvia Giacomelli & Sandro Trento, 2004. "Proprietà, controllo e trasferimenti nelle imprese italiane.Cosa è cambiato nel decennio 1993-2003?," ROCK Working Papers 030, Department of Computer and Management Sciences, University of Trento, Italy, revised 12 Jun 2008.
    2. 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.
    3. Carletti, Elena, 2004. "The structure of bank relationships, endogenous monitoring, and loan rates," Journal of Financial Intermediation, Elsevier, vol. 13(1), pages 58-86, January.
    4. Alois Kneip & Léopold Simar & Paul W. Wilson, 2016. "Testing Hypotheses in Nonparametric Models of Production," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(3), pages 435-456, July.
    5. Oliver Hart & Bengt Holmstrom, 2010. "A Theory of Firm Scope," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 483-513.
    6. 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.
    7. Hart, Oliver & Moore, John, 1990. "Property Rights and the Nature of the Firm," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1119-1158, December.
    8. Baldwin, Richard & Venables, Anthony J., 2013. "Spiders and snakes: Offshoring and agglomeration in the global economy," Journal of International Economics, Elsevier, vol. 90(2), pages 245-254.
    9. De Backer, Koen & Miroudot, Sébastien, 2014. "Mapping global value chains," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37176.
    10. Davide Castellani & Francesco Serti & Chiara Tomasi, 2010. "Firms in International Trade: Importers’ and Exporters’ Heterogeneity in Italian Manufacturing Industry," The World Economy, Wiley Blackwell, vol. 33(3), pages 424-457, March.
    11. Andrés Rodríguez-Pose & Marco Di Cataldo, 2015. "Quality of government and innovative performance in the regions of Europe," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 673-706.
    12. Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2018. "Central limit theorems for conditional efficiency measures and tests of the ‘separability’ condition in non‐parametric, two‐stage models of production," Econometrics Journal, Royal Economic Society, vol. 21(2), pages 170-191, June.
    13. Simeon Djankov & Peter Murrell, 2002. "Enterprise Restructuring in Transition: A Quantitative Survey," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 739-792, September.
    14. John McLaren, 2000. ""Globalization" and Vertical Structure," American Economic Review, American Economic Association, vol. 90(5), pages 1239-1254, December.
    15. Claude Menard & Mary M. Shirley (ed.), 2005. "Handbook of New Institutional Economics," Springer Books, Springer, number 978-0-387-25092-2, September.
    16. Guido Tabellini, 2010. "Culture and Institutions: Economic Development in the Regions of Europe," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 677-716, June.
    17. Alessandro Manello & Giuseppe G. Calabrese & Piercarlo Frigero, 2016. "Technical efficiency and productivity growth along the automotive value chain: evidence from Italy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(2), pages 245-259.
    18. 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.
    19. Carlo Altomonte & Filippo Di Mauro & Gianmarco I. P. Ottaviano & Armando Rungi & Vincent Vicard, 2012. "Global Value Chains During the Great Trade Collapse: A Bullwhip Effect?," CEP Discussion Papers dp1131, Centre for Economic Performance, LSE.
    20. Kwoka, John & Pollitt, Michael, 2010. "Do mergers improve efficiency? Evidence from restructuring the US electric power sector," International Journal of Industrial Organization, Elsevier, vol. 28(6), pages 645-656, November.
    21. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    22. Aw, Bee Yan & Chung, Sukkyun & Roberts, Mark J, 2000. "Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China)," The World Bank Economic Review, World Bank, vol. 14(1), pages 65-90, January.
    23. J. Cummins & Xiaoying Xie, 2013. "Efficiency, productivity, and scale economies in the U.S. property-liability insurance industry," Journal of Productivity Analysis, Springer, vol. 39(2), pages 141-164, April.
    24. Giorgia Giovannetti & Enrico Marvasi & Marco Sanfilippo, 2013. "Supply Chains and the Internalization of SMEs: Evidence from Italy," Working Papers - Economics wp2013_30.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    25. Klein, Benjamin & Crawford, Robert G & Alchian, Armen A, 1978. "Vertical Integration, Appropriable Rents, and the Competitive Contracting Process," Journal of Law and Economics, University of Chicago Press, vol. 21(2), pages 297-326, October.
    26. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    27. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    28. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    29. Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2018. "Central limit theorems for conditional efficiency measures and tests of the ‘separability’ condition in non‐parametric, two‐stage models of production," Econometrics Journal, Royal Economic Society, vol. 21(2), pages 170-191, June.
    30. Luiza Bădin & Cinzia Daraio & Léopold Simar, 2014. "Explaining inefficiency in nonparametric production models: the state of the art," Annals of Operations Research, Springer, vol. 214(1), pages 5-30, March.
    31. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    32. Holmstrom, Bengt & Milgrom, Paul, 1991. "Multitask Principal-Agent Analyses: Incentive Contracts, Asset Ownership, and Job Design," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 7(0), pages 24-52, Special I.
    33. 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.
    34. 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.
    35. Fabio Pieri & Enrico Zaninotto, 2013. "Vertical integration and efficiency: an application to the Italian machine tool industry," Small Business Economics, Springer, vol. 40(2), pages 397-416, February.
    36. Alvarez, Roberto & Crespi, Gustavo, 2003. "Determinants of Technical Efficiency in Small Firms," Small Business Economics, Springer, vol. 20(3), pages 233-244, May.
    37. Weisbuch, Gérard & Battiston, Stefano, 2007. "From production networks to geographical economics," Journal of Economic Behavior & Organization, Elsevier, vol. 64(3-4), pages 448-469.
    38. Carlo Milana & Leopoldo Nascia & Alessandro Zeli, 2013. "Decomposing multifactor productivity in Italy from 1998 to 2004: evidence from large firms and SMEs using DEA," Journal of Productivity Analysis, Springer, vol. 40(1), pages 99-109, August.
    39. Mariarosaria Agostino & Sabrina Ruberto & Francesco Trivieri, 2018. "Lasting lending relationships and technical efficiency. Evidence on European SMEs," Journal of Productivity Analysis, Springer, vol. 50(1), pages 25-40, October.
    40. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    41. Tiziano Razzolini & Davide Vannoni, 2011. "Export Premia and Subcontracting Discount: Passive Strategies and Performance in Domestic and Foreign Markets," The World Economy, Wiley Blackwell, vol. 34(6), pages 984-1013, June.
    42. Roman Frydman & Cheryl Gray & Marek Hessel & Andrzej Rapaczynski, 1999. "When Does Privatization Work? The Impact of Private Ownership on Corporate Performance in the Transition Economies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1153-1191.
    43. Alessandro Saia & Dan Andrews & Silvia Albrizio, 2015. "Productivity Spillovers from the Global Frontier and Public Policy: Industry-Level Evidence," OECD Economics Department Working Papers 1238, OECD Publishing.
    44. Richard E. Caves, 1992. "Industrial Efficiency in Six Nations," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262031930, December.
    45. Timothy Park & Robert King, 2007. "Evaluating food retailing efficiency: the role of information technology," Journal of Productivity Analysis, Springer, vol. 27(2), pages 101-113, April.
    46. Williamson, Oliver E, 1971. "The Vertical Integration of Production: Market Failure Considerations," American Economic Review, American Economic Association, vol. 61(2), pages 112-123, May.
    47. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    48. Charoenrat, Teerawat & Harvie, Charles, 2014. "The efficiency of SMEs in Thai manufacturing: A stochastic frontier analysis," Economic Modelling, Elsevier, vol. 43(C), pages 372-393.
    49. John Humphrey & Hubert Schmitz, 2002. "How does insertion in global value chains affect upgrading in industrial clusters?," Regional Studies, Taylor & Francis Journals, vol. 36(9), pages 1017-1027.
    50. Emanuele Brancati & Raffaele Brancati & Andrea Maresca, 2017. "Global value chains, innovation and performance: firm-level evidence from the Great Recession," Journal of Economic Geography, Oxford University Press, vol. 17(5), pages 1039-1073.
    51. Daron Acemoglu & Simon Johnson & Todd Mitton, 2009. "Determinants of Vertical Integration: Financial Development and Contracting Costs," Journal of Finance, American Finance Association, vol. 64(3), pages 1251-1290, June.
    52. 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.
    53. Heuser,Cecilia & Mattoo,Aaditya & Heuser,Cecilia & Mattoo,Aaditya, 2017. "Services trade and global value chains," Policy Research Working Paper Series 8126, The World Bank.
    54. Antonio Accetturo & Andrea Linarello & Andrea Petrella, 2017. "Legal enforcement and Global Value Chains: micro-evidence from Italian manufacturing firms," Questioni di Economia e Finanza (Occasional Papers) 397, Bank of Italy, Economic Research and International Relations Area.
    55. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    56. Bönte, Werner, 2008. "Inter-firm trust in buyer-supplier relations: Are knowledge spillovers and geographical proximity relevant?," Journal of Economic Behavior & Organization, Elsevier, vol. 67(3-4), pages 855-870, September.
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    4. Karishma Banga, 2022. "Impact of global value chains on total factor productivity: The case of Indian manufacturing," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 704-735, May.

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