Nothing Special   »   [go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/nsr/escoed/escoe-dp-2020-04.html
   My bibliography  Save this paper

Productivity growth and global value chain participation in the digital age

Author

Listed:
  • Claudio Battiati
  • Cecilia Jona-Lasinio
  • Silvia Sopranzetti
Abstract
This paper provides an overview of the current productivity trends and their potential drivers exploring the impact of Global Value Chain (GVC) participation in the European economies and in the US taking into account the scope of country industry digital development. In particular, we investigate whether the reorganization of the production activity and the adoption of new business models as captured by the extent of GVC participation contribute to gain fresh insights about the factors affecting the productivity slowdown in the digital age. The analysis covers 12 European countries (AT, BE, DE, DK, ES, FI, FR, IT, NL, PR, SE, UK) plus the US and 30 industries (ISIC Rev. 4) over the years 2000-2014. We empirically test the linkages between productivity growth and GVC participation in an augmented production function framework and we find: a) a positive and statistically significant impact of forward and backward participation on productivity growth; b) a stronger productivity growth effect in the digital sectors of forward compared to backward linkages; c) relatively bigger productivity returns from forward participation in the medium intensive digital sectors.

Suggested Citation

  • Claudio Battiati & Cecilia Jona-Lasinio & Silvia Sopranzetti, 2020. "Productivity growth and global value chain participation in the digital age," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-04, Economic Statistics Centre of Excellence (ESCoE).
    • Handle: RePEc:nsr:escoed:escoe-dp-2020-04
    as

    Download full text from publisher

    File URL: https://escoe-website.s3.amazonaws.com/wp-content/uploads/2020/07/15121450/ESCoE-DP-2020-04.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pol Antràs & Davin Chor, 2013. "Organizing the Global Value Chain," Econometrica, Econometric Society, vol. 81(6), pages 2127-2204, November.
    2. 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.
    3. Ali Hortaçsu & Chad Syverson, 2007. "Cementing Relationships: Vertical Integration, Foreclosure, Productivity, and Prices," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 250-301.
    4. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1781-1824.
    5. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    6. Feenstra, Robert C & Hanson, Gordon H, 1996. "Globalization, Outsourcing, and Wage Inequality," American Economic Review, American Economic Association, vol. 86(2), pages 240-245, May.
    7. Patrice Ollivaud & Yvan Guillemette & David Turner, 2018. "Investment as a transmission mechanism from weak demand to weak supply and the post-crisis productivity slowdown," OECD Economics Department Working Papers 1466, OECD Publishing.
    8. Bergeaud, A. & Cette, G. & Lecat, R., 2015. "Productivity trends from 1890 to 2012 in advanced countries," Rue de la Banque, Banque de France, issue 07, June..
    9. Peter Gal & Giuseppe Nicoletti & Theodore Renault & Stéphane Sorbe & Christina Timiliotis, 2019. "Digitalisation and productivity: In search of the holy grail – Firm-level empirical evidence from EU countries," OECD Economics Department Working Papers 1533, OECD Publishing.
    10. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio, 2017. "Knowledge Spillovers, ICT and Productivity Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(4), pages 592-618, August.
    11. Gene M. Grossman & Esteban Rossi‐Hansberg, 2012. "Task Trade Between Similar Countries," Econometrica, Econometric Society, vol. 80(2), pages 593-629, March.
    12. Chiara Criscuolo & Jonathan Timmis, 2017. "The Relationship Between Global Value Chains and Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 61-83, Spring.
    13. Hartmut Egger & Peter Egger, 2006. "International Outsourcing and the Productivity of Low-Skilled Labor in the EU," Economic Inquiry, Western Economic Association International, vol. 44(1), pages 98-108, January.
    14. Mary Amiti & Shang‐Jin Wei, 2009. "Service Offshoring and Productivity: Evidence from the US," The World Economy, Wiley Blackwell, vol. 32(2), pages 203-220, February.
    15. Mary O'Mahony & Marcel P. Timmer, 2009. "Output, Input and Productivity Measures at the Industry Level: The EU KLEMS Database," Economic Journal, Royal Economic Society, vol. 119(538), pages 374-403, June.
    16. Peter Gal & Giuseppe Nicoletti & Christina von Rüden & Stéphane Sorbe & Théodore Renault, 2019. "Digitalization and Productivity: In Search of the Holy Grail - Firm-level Empirical Evidence from European Countries," International Productivity Monitor, Centre for the Study of Living Standards, vol. 37, pages 39-71, Fall.
    17. DeStefano, Timothy & Kneller, Richard & Timmis, Jonathan, 2018. "Broadband infrastructure, ICT use and firm performance: Evidence for UK firms," Journal of Economic Behavior & Organization, Elsevier, vol. 155(C), pages 110-139.
    18. Victor Kummritz, 2016. "Do Global Value Chains Cause Industrial Development?," CTEI Working Papers series 01-2016, Centre for Trade and Economic Integration, The Graduate Institute.
    19. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 23-57, National Bureau of Economic Research, Inc.
    20. Baldwin, Richard & Robert-Nicoud, Frédéric, 2014. "Trade-in-goods and trade-in-tasks: An integrating framework," Journal of International Economics, Elsevier, vol. 92(1), pages 51-62.
    21. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2016. "Productivity Trends in Advanced Countries between 1890 and 2012," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(3), pages 420-444, September.
    22. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
    23. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    24. 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.
    25. Erik Brynjolfsson & Andrew McAfee & Michael Sorell & Feng Zhu, 2007. "Scale without mass: business process replication and industry dynamics," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    26. 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.
    27. Deborah Winkler, 2010. "Services Offshoring and its Impact on Productivity and Employment: Evidence from Germany, 1995–2006," The World Economy, Wiley Blackwell, vol. 33(12), pages 1672-1701, December.
    28. Flavio Calvino & Chiara Criscuolo & Luca Marcolin & Mariagrazia Squicciarini, 2018. "A taxonomy of digital intensive sectors," OECD Science, Technology and Industry Working Papers 2018/14, OECD Publishing.
    29. Cecilia Jona-Lasinio & Stefano Schiavo & Klaus Weyerstrass, 2019. "How to revive productivity growth?," EconPol Policy Reports 13, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lorenzo Cresti & Giovanni Dosi & Federico Riccio & Maria Enrica Virgillito, 2023. "Italy and the Trap of GVC Downgrading: Labour Dependence in the European Geography of Production," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(3), pages 869-906, November.
    2. Ping Hua, 2022. "How Does GVCS Participation Influence Manufacturing Productivity? The Case of China," Post-Print hal-03767838, HAL.
    3. Ping Hua, 2021. "How did China's GVCs participation influence its manufacturing productivity?," Working Papers hal-03505687, HAL.
    4. Ha, Le Thanh & Dung, Hoang Phuong & Thanh, To Trung, 2023. "Bribery, global value chain decisions, and institutional constraints: Evidence from a cross-country firm-level data," International Economics, Elsevier, vol. 173(C), pages 119-142.
    5. Lorenzo Cresti & Maria Enrica Virgillito, 2023. "Weak sectors and weak ties? Labour dependence and asymmetric positioning in GVCs," LEM Papers Series 2023/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cecilia Jona-Lasinio & Valentina Meliciana, 2019. "Global Value Chains and Productivity Growth: Does Intangible Capital Matter?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 36, pages 53-78, Spring.
    2. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    3. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    4. Antonia Lopez Villavicencio & Mariam Camarero & Cecilio Tamarit, 2021. "Macroeconomic effects of EU value chain participation," Working Papers hal-04159742, HAL.
    5. Lorenzo Cresti & Maria Enrica Virgillito, 2023. "Weak sectors and weak ties? Labour dependence and asymmetric positioning in GVCs," LEM Papers Series 2023/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. João Amador & Sónia Cabral, 2014. "Global Value Chains: Surveying Drivers, Measures and Impacts," Working Papers w201403, Banco de Portugal, Economics and Research Department.
    7. Nucci, Francesco & Puccioni, Chiara & Ricchi, Ottavio, 2023. "Digital technologies and productivity: A firm-level investigation," Economic Modelling, Elsevier, vol. 128(C).
    8. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2019. "Global Value Chains and Wages: Multi-Country Evidence from Linked Worker-Industry Data," Open Economies Review, Springer, vol. 30(3), pages 505-539, July.
    9. Maria Savona, 2021. "Revisiting High Development Theory to Explain Upgrading Prospects in Business Services Global Value Chains," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 33(2), pages 206-226, April.
    10. Ioannis Bournakis & Michela Vecchi & Francesco Venturini, 2018. "Off‐Shoring, Specialization and R&D," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(1), pages 26-51, March.
    11. Chiara Criscuolo & Jonathan Timmis, 2017. "The Relationship Between Global Value Chains and Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 61-83, Spring.
    12. Victor Stolzenburg & Daria Taglioni & Deborah Winkler, 2019. "Economic upgrading through global value chain participation: which policies increase the value-added gains?," Chapters, in: Stefano Ponte & Gary Gereffi & Gale Raj-Reichert (ed.), Handbook on Global Value Chains, chapter 30, pages 483-505, Edward Elgar Publishing.
    13. Dolores Añon Higón & Juan A. Daniel Bonvin, 2023. "Do digitalization spurs SMEs’ participation in foreign markets?," Working Papers 2307, Department of Applied Economics II, Universidad de Valencia.
    14. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2020. "Wage response to global production links: evidence for workers from 28 European countries (2005–2014)," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(4), pages 769-801, November.
    15. 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.
    16. David Hummels & Jakob R. Munch & Chong Xiang, 2018. "Offshoring and Labor Markets," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 981-1028, September.
    17. Woori Lee, 2017. "Services liberalization and GVC participation: New evidence for heterogeneous effects by income level and provisions," CTEI Working Papers series 08-2017, Centre for Trade and Economic Integration, The Graduate Institute.
    18. Halit Yanikkaya & Abdullah Altun & Pınar Tat, 2022. "Does the Complexity of GVC Participation Matter for Productivity and Output Growth?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 2038-2068, August.
    19. Fuster García, Begoña & Martínez Mora, Carmen, 2013. "Offshoring of Services in Spain: International Fragmentation of Activities or Change in Procurement Sources?/Offshoring de Servicios en España: ¿Fragmentación internacional de actividades o cambio en ," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 31, pages 655-676, Septiembr.
    20. Natália Barbosa & Ana Paula faria, 2022. "Digital adoption and productivity: understanding micro drivers of the aggregate effect," GEE Papers 0162, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jun 2022.

    More about this item

    Keywords

    Productivity growth; Global value chains; Digital economy;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nsr:escoed:escoe-dp-2020-04. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ESCoE Centre Manager (email available below). General contact details of provider: https://edirc.repec.org/data/escoeuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.