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The 'Smile Curve': where Value is Added along Supply Chains

Author

Listed:
  • Armando Rungi

    (IMT School for Advanced Studies Lucca)

  • Davide Del Prete

    (IMT School for Advanced Studies Lucca)

Abstract

In this paper we analyze where value is added along supply chains on a sample of more than 2 million of firms in the European Union. We detect a non-linear U-shaped relationship between the value added generated by firms and their position on a productive sequence, for which tasks at the top and at the bottom show higher value added. Our findings are in line with previous hypotheses on the existence of a so-called 'smile curve', resumed by both business and economic studies and discussed at length in international fora. Our results are robust to different empirical strategies for flexible functional forms. As far as we know, ours is the first firm-level successful attempt to test for value generation along supply chains. Further, we find empirical support for a phenomenon of domestic retention of value added by MNEs, which may prefer keeping at home the tasks at higher potential to safeguard present and future competitive advantages. By country, intermediate stages of production are at higher value when performed by foreign as liates, whereas domestic producers retain higher value at the very top and at the very bottom of the supply chain, organized either as independent suppliers or as domestic affiliates. Although an economic theory is still missing for explaining how and why value generation is non-linear along a typical technological sequence, here we argue that a microfoundation with firm-level data is useful for understanding the growth potential of countries' specialization patterns along different segments of supply chains.

Suggested Citation

  • Armando Rungi & Davide Del Prete, 2017. "The 'Smile Curve': where Value is Added along Supply Chains," Working Papers 05/2017, IMT School for Advanced Studies Lucca, revised Mar 2017.
  • Handle: RePEc:ial:wpaper:5/2017
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    References listed on IDEAS

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    1. Pol Antràs & Davin Chor, 2013. "Organizing the Global Value Chain," Econometrica, Econometric Society, vol. 81(6), pages 2127-2204, November.
    2. Laura Alfaro & Pol Antràs & Davin Chor & Paola Conconi, 2019. "Internalizing Global Value Chains: A Firm-Level Analysis," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 508-559.
    3. 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.
    4. Javier Cravino & Andrei A. Levchenko, 2017. "Multinational Firms and International Business Cycle Transmission," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 921-962.
    5. Riccardo Crescenzi & Carlo Pietrobelli & Roberta Rabellotti, 2014. "Innovation drivers, value chains and the geography of multinational corporations in Europe," Journal of Economic Geography, Oxford University Press, vol. 14(6), pages 1053-1086.
    6. Richard Baldwin & Javier Lopez-Gonzalez, 2015. "Supply-chain Trade: A Portrait of Global Patterns and Several Testable Hypotheses," The World Economy, Wiley Blackwell, vol. 38(11), pages 1682-1721, November.
    7. 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.
    8. 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.
    9. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426, December.
    10. Altomonte, Carlo & Rungi, Armando, 2013. "Business Groups as Hierarchies of Firms: Determinants of Vertical Integration and Performance," Economy and Society 148920, Fondazione Eni Enrico Mattei (FEEM).
    11. Olivier Cattaneo & Gary Gereffi & Cornelia Staritz, 2010. "Global Value Chains in a Postcrisis World : A Development Perspective," World Bank Publications - Books, The World Bank Group, number 2509, December.
    12. Richard E. Baldwin & Simon J. Evenett, 2015. "Value Creation And Trade In 21st Century Manufacturing," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 31-50, January.
    13. Timothy J. Sturgeon, 2008. "Mapping integrative trade: conceptualising and measuring global value chains," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 1(3), pages 237-257.
    14. Ram Mudambi, 2008. "Location, control and innovation in knowledge-intensive industries," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 699-725, September.
    15. Fan, Joseph P H & Lang, Larry H P, 2000. "The Measurement of Relatedness: An Application to Corporate Diversification," The Journal of Business, University of Chicago Press, vol. 73(4), pages 629-660, October.
    16. Paul Krugman, 1995. "Growing World Trade: Causes and Consequences," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 327-377.
    17. W. Sauerbrei & P. Royston, 1999. "Building multivariable prognostic and diagnostic models: transformation of the predictors by using fractional polynomials," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 162(1), pages 71-94.
    18. 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.
    19. 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.
    20. Patrick Royston & Gareth Ambler, 1999. "Multivariable fractional polynomials," Stata Technical Bulletin, StataCorp LP, vol. 8(43).
    21. Del Prete, Davide & Giovannetti, Giorgia & Marvasi, Enrico, 2018. "Global value chains: New evidence for North Africa," International Economics, Elsevier, vol. 153(C), pages 42-54.
    22. Neil M. Coe & Peter Dicken & Martin Hess, 2008. "Global production networks: realizing the potential," Journal of Economic Geography, Oxford University Press, vol. 8(3), pages 271-295, May.
    23. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    24. Petr Pavlínek & Jan Ženka, 2011. "Upgrading in the automotive industry: firm-level evidence from Central Europe," Journal of Economic Geography, Oxford University Press, vol. 11(3), pages 559-586, May.
    25. Patrick Royston & Douglas G. Altman, 1994. "Regression Using Fractional Polynomials of Continuous Covariates: Parsimonious Parametric Modelling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 43(3), pages 429-453, September.
    26. Del Prete, Davide & Rungi, Armando, 2017. "Organizing the global value chain: A firm-level test," Journal of International Economics, Elsevier, vol. 109(C), pages 16-30.
    27. 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.
    28. Bart Los & Marcel P. Timmer & Gaaitzen J. de Vries, 2016. "Tracing Value-Added and Double Counting in Gross Exports: Comment," American Economic Review, American Economic Association, vol. 106(7), pages 1958-1966, July.
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    Cited by:

    1. Cecilia Jona Lasinio & Stefano Manzocchi & Valentina Meliciani, 2017. "Knowledge Based Capital and Value Creation in Global Supply Chains," Working Papers LuissLab 17134, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    2. Pérez-Sánchez, Laura & Velasco-Fernández, Raúl & Giampietro, Mario, 2021. "The international division of labor and embodied working time in trade for the US, the EU and China," Ecological Economics, Elsevier, vol. 180(C).
    3. 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.
    4. Benoît Mahy & François Rycx & Guillaume Vermeylen & Mélanie Volral, 2018. "Productivity, wages and profits: Does firms’ position in the value chain matter?," Working Paper Research 358, National Bank of Belgium.
    5. Juhász, Péter & Boda, György & Stocker, Miklós & Matyusz, Zsolt, 2021. "A fenntartható gazdasági növekedés és a tudástőke [Sustainable economic growth and knowledge capital]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(S11), pages 2-35.
    6. Roman Stöllinger, 2019. "Functional Specialisation in Global Value Chains and the Middle-Income Trap," wiiw Research Reports 441, The Vienna Institute for International Economic Studies, wiiw.
    7. Jona-Lasinio, Cecilia & Manzocchi, Stefano & Meliciani, Valentina, 2019. "Knowledge based capital and value creation in global supply chains," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    8. Olga Alexandrovna Klochko & Anastasia Sergeevna Tsareva, 2020. "Global Value Chains in Electronics: Regional Post-2008 Crisis Regional Changes," Spatial Economics=Prostranstvennaya Ekonomika, Economic Research Institute, Far Eastern Branch, Russian Academy of Sciences (Khabarovsk, Russia), issue 3, pages 52-75.

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    More about this item

    Keywords

    global value chains; global supply chains; downstreamness; smile curve; downstream- ness; value added; heterogeneous firms; multinational enterprises;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • F15 - International Economics - - Trade - - - Economic Integration
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure

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