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Functional upgrading and downgrading in global value chains: Evidence from EU regions using a relatedness/complexity framework

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  • Eduardo Hernandez-Rodriguez
  • Ron Boschma
  • Andrea Morrison
  • Xianjia Ye

Abstract

This paper adopts a relatedness-complexity framework to assess the likelihood of functional upgrading and downgrading in global value chains in EU regions in the period 2000-2010. We use relatedness and economic complexity measures based on value added content of gross exports and labour structures at the regional level. We show how economic complexity metrics can be used as an alternative for value added data, to measure both functional upgrading and downgrading in GVCs. We find that relatedness between functions (industry-occupations) is a factor impacting both functional upgrading and downgrading. Regions tend to functionally upgrade their global value chains towards more complex functions that are related to functions in which they are specialised. And regions are more likely to functionally exit and downgrade in global value chains when they are not specialised in related functions.

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  • Eduardo Hernandez-Rodriguez & Ron Boschma & Andrea Morrison & Xianjia Ye, 2023. "Functional upgrading and downgrading in global value chains: Evidence from EU regions using a relatedness/complexity framework," Papers in Evolutionary Economic Geography (PEEG) 2316, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2023.
    • Handle: RePEc:egu:wpaper:2316
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    1. 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.
    2. Colozza, Federico & Boschma, Ron & Morrison, Andrea & Pietrobelli, Carlo, 2021. "The importance of global value chains and regional capabilities for the economic complexity of EU-regions," MERIT Working Papers 2021-051, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. David L. Rigby & Christoph Roesler & Dieter Kogler & Ron Boschma & Pierre-Alexandre Balland, 2022. "Do EU regions benefit from Smart Specialisation principles?," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2058-2073, December.
    4. Koch, Philipp, 2021. "Economic complexity and growth: Can value-added exports better explain the link?," Economics Letters, Elsevier, vol. 198(C).
    5. 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.
    6. 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.
    7. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    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. Dieter F. Kogler & Jürgen Essletzbichler & David L. Rigby, 2017. "The evolution of specialization in the EU15 knowledge space," Journal of Economic Geography, Oxford University Press, vol. 17(2), pages 345-373.
    10. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    11. Ron Boschma, 2022. "Evolutionary Economic Geography and Policy," Papers in Evolutionary Economic Geography (PEEG) 2220, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2022.
    12. 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.
    13. Andrea Morrison & Carlo Pietrobelli & Roberta Rabellotti, 2008. "Global Value Chains and Technological Capabilities: A Framework to Study Learning and Innovation in Developing Countries," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 39-58.
    14. Andrés Rodríguez-Pose, 2021. "Costs, incentives, and institutions in bridging evolutionary economic geography and global production networks," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1011-1014, June.
    15. Dieter F. Kogler & David L. Rigby & Isaac Tucker, 2013. "Mapping Knowledge Space and Technological Relatedness in US Cities," European Planning Studies, Taylor & Francis Journals, vol. 21(9), pages 1374-1391, September.
    16. Danny MacKinnon & Stuart Dawley & Andy Pike & Andrew Cumbers, 2019. "Rethinking Path Creation: A Geographical Political Economy Approach," Economic Geography, Taylor & Francis Journals, vol. 95(2), pages 113-135, March.
    17. Rachata Muneepeerakul & José Lobo & Shade T Shutters & Andrés Goméz-Liévano & Murad R Qubbaj, 2013. "Urban Economies and Occupation Space: Can They Get “There” from “Here”?," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-8, September.
    18. Gary Herrigel, 2004. "Emerging Strategies and Forms of Governance in High-Wage Component Manufacturing Regions," Industry and Innovation, Taylor & Francis Journals, vol. 11(1-2), pages 45-79.
    19. Marion Werner & Jennifer Bair, 2019. "Global value chains and uneven development: a disarticulations perspective," Chapters, in: Stefano Ponte & Gary Gereffi & Gale Raj-Reichert (ed.), Handbook on Global Value Chains, chapter 10, pages 183-198, Edward Elgar Publishing.
    20. Boschma, Ron & Capone, Gianluca, 2015. "Institutions and diversification: Related versus unrelated diversification in a varieties of capitalism framework," Research Policy, Elsevier, vol. 44(10), pages 1902-1914.
    21. Ron Boschma & Pierre-Alexandre Balland & Dieter Franz Kogler, 2015. "Relatedness and technological change in cities: the rise and fall of technological knowledge in US metropolitan areas from 1981 to 2010," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 223-250.
    22. 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.
    23. Philip McCann & Raquel Ortega-Argil�s, 2015. "Smart Specialization, Regional Growth and Applications to European Union Cohesion Policy," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1291-1302, August.
    24. Kaplinsky, Raphael & Terheggen, Anne & Tijaja, Julia, 2010. "What happens when the market shifts to China ? the Gabon timber and Thai cassava value chains," Policy Research Working Paper Series 5206, The World Bank.
    25. Liena Kano & Eric W. K. Tsang & Henry Wai-chung Yeung, 2020. "Global value chains: A review of the multi-disciplinary literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 577-622, June.
    26. Edward N. Wolff, 2003. "Skills and Changing Comparative Advantage," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 77-93, February.
    27. 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.
    28. Mewes, Lars & Broekel, Tom, 2022. "Technological complexity and economic growth of regions," Research Policy, Elsevier, vol. 51(8).
    29. Nees Jan van Eck & Ludo Waltman, 2009. "How to normalize cooccurrence data? An analysis of some well‐known similarity measures," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(8), pages 1635-1651, August.
    30. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    31. Henry Wai-chung Yeung, 2015. "Regional development in the global economy: A dynamic perspective of strategic coupling in global production networks," Regional Science Policy & Practice, Wiley Blackwell, vol. 7(1), pages 1-23, March.
    32. 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.
    33. Danny MacKinnon, 2012. "Beyond strategic coupling: reassessing the firm-region nexus in global production networks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 227-245, January.
    34. Henry Wai-chung Yeung, 2021. "Regional worlds: from related variety in regional diversification to strategic coupling in global production networks," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 989-1010, June.
    35. Inge Ivarsson & Claes Göran Alvstam, 2011. "Upgrading in global value-chains: a case study of technology-learning among IKEA-suppliers in China and Southeast Asia," Journal of Economic Geography, Oxford University Press, vol. 11(4), pages 731-752, July.
    36. Teresa Farinha & Pierre-Alexandre Balland & Andrea Morrison & Ron Boschma, 2019. "What drives the geography of jobs in the US? Unpacking relatedness," Industry and Innovation, Taylor & Francis Journals, vol. 26(9), pages 988-1022, October.
    37. 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.
    38. Giuliani, Elisa & Pietrobelli, Carlo & Rabellotti, Roberta, 2005. "Upgrading in Global Value Chains: Lessons from Latin American Clusters," World Development, Elsevier, vol. 33(4), pages 549-573, April.
    39. Ron Boschma, 2017. "Relatedness as driver of regional diversification: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 351-364, March.
    40. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    41. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    42. Kergroach, Sandrine, 2019. "National innovation policies for technology upgrading through GVCs: A cross-country comparison," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 258-272.
    43. Bart Los & Marcel P. Timmer & Gaaitzen J. Vries, 2015. "How Global Are Global Value Chains? A New Approach To Measure International Fragmentation," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 66-92, January.
    44. Carolina Castaldi & Sandro Mendonça, 2022. "Regions and trademarks: research opportunities and policy insights from leveraging trademarks in regional innovation studies," Regional Studies, Taylor & Francis Journals, vol. 56(2), pages 177-189, February.
    45. Nicola Cortinovis & Jing Xiao & Ron Boschma & Frank G van Oort, 2017. "Quality of government and social capital as drivers of regional diversification in Europe," Journal of Economic Geography, Oxford University Press, vol. 17(6), pages 1179-1208.
    46. Elvira Uyarra & Chiara Marzocchi & Jens Sorvik, 2018. "How outward looking is smart specialisation? Rationales, drivers and barriers," European Planning Studies, Taylor & Francis Journals, vol. 26(12), pages 2344-2363, December.
    47. Murphy, James T., 2007. "The Challenge of Upgrading in African Industries: Socio-Spatial Factors and the Urban Environment in Mwanza, Tanzania," World Development, Elsevier, vol. 35(10), pages 1754-1778, October.
    48. 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.
    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. Peter Lund-Thomsen & Adam Lindgreen, 2014. "Corporate Social Responsibility in Global Value Chains: Where Are We Now and Where Are We Going?," Journal of Business Ethics, Springer, vol. 123(1), pages 11-22, August.
    51. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    52. Dannenberg Peter & Revilla Diez Javier & Schiller Daniel, 2018. "Spaces for integration or a divide? New-generation growth corridors and their integration in global value chains in the Global South," ZFW – Advances in Economic Geography, De Gruyter, vol. 62(2), pages 135-151, May.
    53. Flavio L. Pinheiro & Pierre-Alexandre Balland & Ron Boschma & Dominik Hartmann, 2022. "The Dark Side of the Geography of Innovation. Relatedness, Complexity, and Regional Inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2202, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2022.
    54. 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.
    55. N. A. Phelps & Danny Mackinnon & Ian Stone & Paul Braidford, 2003. "Embedding the Multinationals? Institutions and the Development of Overseas Manufacturing Affiliates in Wales and North East England," Regional Studies, Taylor & Francis Journals, vol. 37(1), pages 27-40.
    56. Stefan Pahl & Marcel P. Timmer, 2019. "Patterns of vertical specialisation in trade: long-run evidence for 91 countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 155(3), pages 459-486, August.
    57. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    58. Pierre-Alexandre Balland, 2017. "Economic Geography in R: Introduction to the EconGeo package," Papers in Evolutionary Economic Geography (PEEG) 1709, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2017.
    59. Dieter Ernst & Linsu Kim, 2002. "Global Production Networks, Information Technology and Knowledge Diffusion," Industry and Innovation, Taylor & Francis Journals, vol. 9(3), pages 147-153.
    60. Ernst, Dieter & Kim, Linsu, 2002. "Global production networks, knowledge diffusion, and local capability formation," Research Policy, Elsevier, vol. 31(8-9), pages 1417-1429, December.
    61. David L. Rigby, 2015. "Technological Relatedness and Knowledge Space: Entry and Exit of US Cities from Patent Classes," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1922-1937, November.
    62. Liena Kano & Eric W. K. Tsang & Henry Wai-chung Yeung, 2020. "Correction to: Global value chains: A review of the multi-disciplinary literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(8), pages 1353-1353, October.
    63. Venables, Anthony J., 1999. "Fragmentation and multinational production," European Economic Review, Elsevier, vol. 43(4-6), pages 935-945, April.
    64. Leonhard Plank & Cornelia Staritz, 2015. "Global competition, institutional context and regional production networks: up- and downgrading experiences in Romania’s apparel industry," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(3), pages 421-438.
    65. 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.
    66. Marcel P Timmer & Sébastien Miroudot & Gaaitzen J de Vries, 2019. "Functional specialisation in trade," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 1-30.
    67. Padmashree Gehl Sampath & Bertha Vallejo, 2018. "Trade, Global Value Chains and Upgrading: What, When and How?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 481-504, July.
    68. van Eck, N.J.P. & Waltman, L., 2009. "How to Normalize Co-Occurrence Data? An Analysis of Some Well-Known Similarity Measures," ERIM Report Series Research in Management ERS-2009-001-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    69. Gereffi, Gary, 1999. "International trade and industrial upgrading in the apparel commodity chain," Journal of International Economics, Elsevier, vol. 48(1), pages 37-70, June.
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    1. Eduardo Hernandez-Rodriguez, 2024. "Technological diversification through global value chains in European regions," Papers in Evolutionary Economic Geography (PEEG) 2429, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2024.
    2. Eduardo Hernandez-Rodriguez & Ron Boschma & Andrea Morrison & Xianjia Ye, 2024. "Functional upgrading and downgrading in global value chains: The role of complementary interregional value chain linkages in EU regions," Papers in Evolutionary Economic Geography (PEEG) 2432, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2024.

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    More about this item

    Keywords

    Global value chains; upgrading; downgrading; economic complexity; relatedness; EU regions;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F63 - International Economics - - Economic Impacts of Globalization - - - Economic Development
    • O19 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - International Linkages to Development; Role of International Organizations
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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