IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v152y2025ics0264999325002986.html

Functional diversification and GVC exposure: Evidence and implications

Author

Listed:
  • Coveri, Andrea
  • Giammetti, Raffaele
  • Zanfei, Antonello

Abstract

This work examines the links between the diversification of economies across value chain functions and their exposure to disruptions in global value chains (GVCs). We empirically model this relationship by combining new indicators of GVC exposure with an FDI-based measure of functional diversification for a wide range of countries and industries in 2003–2018. Our results show that greater functional diversification lowers GVC exposure on average, at both the country and industry levels. However, this negative relationship holds for Scale-intensive and Supplier-dominated industries, not for Science-based and Specialized supplier industries. This seems consistent with the greater need for the latter types of industries to rely on global sourcing of specific components and knowledge assets located abroad. Our findings are robust to the inclusion of several control factors and confirmed by System-GMM model estimates accounting for potential endogeneity concerns. Accordingly, industrial policies aimed at expanding the array of value chain functions should be complemented by a careful selection of global partners for the supply of key inputs and tailored to the specific needs of different industries.

Suggested Citation

  • Coveri, Andrea & Giammetti, Raffaele & Zanfei, Antonello, 2025. "Functional diversification and GVC exposure: Evidence and implications," Economic Modelling, Elsevier, vol. 152(C).
  • Handle: RePEc:eee:ecmode:v:152:y:2025:i:c:s0264999325002986
    DOI: 10.1016/j.econmod.2025.107303
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999325002986
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2025.107303?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Wannaphong Durongkaveroj, 2023. "Emphasis on domestic value added in export in the era of global value chain: evidence from Thailand," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 703-729, September.
    2. Francesco Caselli & Miklós Koren & Milan Lisicky & Silvana Tenreyro, 2020. "Diversification Through Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 449-502.
    3. Peter J. Buckley & Roger Strange & Marcel P. Timmer & Gaaitzen J. de Vries, 2020. "Catching-up in the global factory: Analysis and policy implications," Journal of International Business Policy, Palgrave Macmillan, vol. 3(2), pages 79-106, June.
    4. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
    5. Gene M. Grossman & Elhanan Helpman & Stephen J. Redding, 2024. "When Tariffs Disrupt Global Supply Chains," American Economic Review, American Economic Association, vol. 114(4), pages 988-1029, April.
    6. Prebisch, Raúl, 1950. "The economic development of Latin America and its principal problems," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 29973, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    7. 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.
    8. Davide Castellani & Katiuscia Lavoratori, 2020. "The lab and the plant: Offshore R&D and co-location with production activities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(1), pages 121-137, February.
    9. Cédric Durand & Wiliiam Milberg, 2020. "Intellectual monopoly in global value chains," Review of International Political Economy, Taylor & Francis Journals, vol. 27(2), pages 404-429, March.
    10. Riccardo Crescenzi & Carlo Pietrobelli & Roberta Rabellotti, 2017. "Corrigendum to: Innovation drivers, value chains and the geography of multinational corporations in Europe," Journal of Economic Geography, Oxford University Press, vol. 17(4), pages 925-925.
    11. 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.
    12. 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.
    13. Coveri, Andrea & Paglialunga, Elena & Zanfei, Antonello, 2024. "Global value chains and within-country inequality: The role of functional positioning," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 382-397.
    14. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    15. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    16. Bontadini, Filippo & Evangelista, Rinaldo & Meliciani, Valentina & Savona, Maria, 2024. "Technology, global value chains and functional specialisation in Europe," Research Policy, Elsevier, vol. 53(2).
    17. Andrea Coveri & Antonello Zanfei, 2023. "Functional division of labour and value capture in global value chains: a new empirical assessment based on FDI data," Review of International Political Economy, Taylor & Francis Journals, vol. 30(5), pages 1984-2011, September.
    18. 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.
    19. Pol Antràs & Davin Chor, 2013. "Organizing the Global Value Chain," Econometrica, Econometric Society, vol. 81(6), pages 2127-2204, November.
    20. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    21. Feldman, Maryann P. & Kogler, Dieter F., 2010. "Stylized Facts in the Geography of Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 381-410, Elsevier.
    22. Dosi, Giovanni & Riccio, Federico & Virgillito, Maria Enrica, 2021. "Varieties of deindustrialization and patterns of diversification: why microchips are not potato chips," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 182-202.
    23. Gene M. Grossman & Elhanan Helpman & Hugo Lhuillier, 2021. "Supply Chain Resilience: Should Policy Promote Diversification or Reshoring?," Working Papers 2021-8, Princeton University. Economics Department..
    24. Richard Baldwin & Rebecca Freeman & Angelos Theodorakopoulos, 2023. "Hidden Exposure: Measuring US Supply Chain Reliance," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 54(2 (Fall)), pages 79-167.
    25. Yasuyuki Todo & Hiroyasu Inoue, 2021. "Geographic Diversification of the Supply Chains of Japanese Firms," Asian Economic Policy Review, Japan Center for Economic Research, vol. 16(2), pages 304-322, July.
    26. Christine Sturm, 2022. "Between a rock and a hard place: European energy policy and complexity in the wake of the Ukraine war," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(4), pages 835-878, December.
    27. Kruse,Hagen & Timmer,Marcel Peter & De Vries,Gaaitzen Johannes & Ye,Xianjia, 2023. "Export Diversification from an Activity Perspective : An Exploration Using Occupation Data," Policy Research Working Paper Series 10463, The World Bank.
    28. Dani Rodrik, 2008. "Normalizing Industrial Policy," World Bank Publications - Books, The World Bank Group, number 28009, April.
    29. Robert C. Feenstra, 1998. "Integration of Trade and Disintegration of Production in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 31-50, Fall.
    30. Freund, Caroline & Mattoo, Aaditya & Mulabdic, Alen & Ruta, Michele, 2024. "Is US trade policy reshaping global supply chains?," Journal of International Economics, Elsevier, vol. 152(C).
    31. Van Cauwenberge, Annelies & Vancauteren, Mark & Braekers, Roel & Vandemaele, Sigrid, 2019. "International trade, foreign direct investments, and firms’ systemic risk : Evidence from the Netherlands," Economic Modelling, Elsevier, vol. 81(C), pages 361-386.
    32. Vasily Astrov & Mahdi Ghodsi & Richard Grieveson & Mario Holzner & Artem Kochnev & Michael Landesmann & Olga Pindyuk & Robert Stehrer & Maryna Tverdostup & Alexandra Bykova, 2022. "Russia’s invasion of Ukraine: assessment of the humanitarian, economic, and financial impact in the short and medium term," International Economics and Economic Policy, Springer, vol. 19(2), pages 331-381, May.
    33. Alexander Jaax & Sébastien Miroudot, 2021. "Capturing value in GVCs through intangible assets: The role of the trade–investment–intellectual property nexus," Journal of International Business Policy, Palgrave Macmillan, vol. 4(3), pages 433-452, September.
    34. Andrea Coveri & Claudio Cozza & Leopoldo Nascia & Antonello Zanfei, 2020. "Supply chain contagion and the role of industrial policy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(3), pages 467-482, September.
    35. Yu, Chunjiao & Zhao, Jiaqi & Cheng, Shixiong, 2023. "GVC trade and business cycle synchronization between China and belt-road countries," Economic Modelling, Elsevier, vol. 126(C).
    36. Richard Baldwin & Rebecca Freeman & Angelos Theodorakopoulos, 2022. "Horses for courses: measuring foreign supply chain exposure," Bank of England working papers 996, Bank of England.
    37. Bogliacino, Francesco & Pianta, Mario, 2010. "Innovation and Employment: a Reinvestigation using Revised Pavitt classes," Research Policy, Elsevier, vol. 39(6), pages 799-809, July.
    38. Raffaele Giammetti & Luca Papi & Désirée Teobaldelli & Davide Ticchi, 2022. "The network effect of deglobalisation on European regions [De-globalisation? Global value chain in the post-COVID-19 age]," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 15(2), pages 207-235.
    39. Castellani, Davide & Pieri, Fabio, 2013. "R&D offshoring and the productivity growth of European regions," Research Policy, Elsevier, vol. 42(9), pages 1581-1594.
    40. Davide Villani & Marta Fana, 2021. "Productive integration, economic recession and employment in Europe: an assessment based on vertically integrated sectors," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 48(2), pages 137-157, June.
    41. Davide Castellani & Valentina Meliciani & Loredana Mirra, 2016. "The Determinants of Inward Foreign Direct Investment in Business Services across European Regions," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 671-691, April.
    42. Riccardo Crescenzi & Roberto Ganau & Michael Storper, 2022. "Does foreign investment hurt job creation at home? The geography of outward FDI and employment in the USA," Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 53-79.
    43. Landesmann, Michael A. & Stöllinger, Roman, 2019. "Structural change, trade and global production networks: An ‘appropriate industrial policy’ for peripheral and catching-up economies," Structural Change and Economic Dynamics, Elsevier, vol. 48(C), pages 7-23.
    44. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    45. Branstetter, Lee, 2006. "Is foreign direct investment a channel of knowledge spillovers? Evidence from Japan's FDI in the United States," Journal of International Economics, Elsevier, vol. 68(2), pages 325-344, March.
    46. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    47. Li, Chengchun & Tanna, Sailesh, 2019. "The impact of foreign direct investment on productivity: New evidence for developing countries," Economic Modelling, Elsevier, vol. 80(C), pages 453-466.
    48. Alvaro Espitia & Aaditya Mattoo & Nadia Rocha & Michele Ruta & Deborah Winkler, 2022. "Pandemic trade: COVID‐19, remote work and global value chains," The World Economy, Wiley Blackwell, vol. 45(2), pages 561-589, February.
    49. Namchul Shin & Kenneth L. Kraemer & Jason Dedrick, 2012. "Value Capture in the Global Electronics Industry: Empirical Evidence for the “Smiling Curve” Concept," Industry and Innovation, Taylor & Francis Journals, vol. 19(2), pages 89-107, February.
    50. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    51. Davide Castellani & Antonello Zanfei, 2006. "Multinational Firms, Innovation and Productivity," Books, Edward Elgar Publishing, number 3709, June.
    52. Andrea Coveri & Antonello Zanfei, 2023. "The virtues and limits of specialization in global value chains: analysis and policy implications," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(1), pages 73-90, March.
    53. Bonadio, Barthélémy & Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2021. "Global supply chains in the pandemic," Journal of International Economics, Elsevier, vol. 133(C).
    54. Jostein Hauge, 2020. "Industrial policy in the era of global value chains: Towards a developmentalist framework drawing on the industrialisation experiences of South Korea and Taiwan," The World Economy, Wiley Blackwell, vol. 43(8), pages 2070-2092, August.
    55. Rebecca Freeman & Richard Baldwin, 2022. "Risks and Global Supply Chains: What We Know and What We Need to Know," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 153-180, August.
    56. David Crowe & Łukasz Rawdanowicz, 2023. "Risks and opportunities of reshaping global value chains," OECD Economics Department Working Papers 1762, OECD Publishing.
    57. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    58. Gary Gereffi & Hyun-Chin Lim & Joonkoo Lee, 2021. "Trade policies, firm strategies, and adaptive reconfigurations of global value chains," Journal of International Business Policy, Palgrave Macmillan, vol. 4(4), pages 506-522, December.
    59. Davide Castellani & Alfredo Jimenez & Antonello Zanfei, 2013. "How remote are R&D labs? Distance factors and international innovative activities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(7), pages 649-675, September.
    60. Christine Arriola & Mattia Cai & Przemyslaw Kowalski & Sébastien Miroudot & Frank van Tongeren, 2024. "Towards demystifying trade dependencies: At what point do trade linkages become a concern?," OECD Trade Policy Papers 280, OECD Publishing.
    61. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    62. Gaaitzen de Vries & Aobo Jiang & Oscar Lemmers & Shang‐Jin Wei, 2021. "Firm productivity and functional specialisation," The World Economy, Wiley Blackwell, vol. 44(5), pages 1232-1260, May.
    63. Christoph E. Boehm & Aaron Flaaen & Nitya Pandalai-Nayar, 2019. "Input Linkages and the Transmission of Shocks: Firm-Level Evidence from the 2011 Tōhoku Earthquake," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 60-75, March.
    64. Salim, Hengky & Sahin, Oz & Elsawah, Sondoss & Turan, Hasan & Stewart, Rodney A., 2022. "A critical review on tackling complex rare earth supply security problem," Resources Policy, Elsevier, vol. 77(C).
    65. Giorgia Giovannetti & Enrico Marvasi & Giorgio Ricchiuti, 2023. "The Future of Global Value Chains and International Trade: An EU Perspective," 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 851-867, November.
    66. Marcel P. Timmer & Abdul Azeez Erumban & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2014. "Slicing Up Global Value Chains," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 99-118, Spring.
    67. Berry, Charles H, 1971. "Corporate Growth and Diversification," Journal of Law and Economics, University of Chicago Press, vol. 14(2), pages 371-384, October.
    68. Stöllinger, Roman, 2021. "Testing the Smile Curve: Functional Specialisation and Value Creation in GVCs," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 93-116.
    69. Charles Cadestin & Koen De Backer & Sébastien Miroudot & Laurent Moussiegt & Davide Rigo & Ming Ye, 2019. "Multinational enterprises in domestic value chains," OECD Science, Technology and Industry Policy Papers 63, OECD Publishing.
    70. 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.
    71. Paglialunga, Elena & Coveri, Andrea & Zanfei, Antonello, 2022. "Climate change and within-country inequality: New evidence from a global perspective," World Development, Elsevier, vol. 159(C).
    72. Yossi Sheffi, 2005. "The Resilient Enterprise: Overcoming Vulnerability for Competitive Advantage," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262693496, December.
    73. Yasuyuki Todo & Keita Oikawa & Masahito Ambashi & Fukunari Kimura & Shujiro Urata, 2023. "Robustness and resilience of supply chains during the COVID‐19 pandemic," The World Economy, Wiley Blackwell, vol. 46(6), pages 1843-1872, June.
    74. Fana, Marta & Villani, Davide, 2022. "Decomposing the Automotive Supply Chain: Employment, Value Added and Occupational Structure," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 407-419.
    75. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    76. Andy Pike & Stuart Dawley & John Tomaney, 2010. "Resilience, adaptation and adaptability," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 59-70.
    77. Fernando Galindo-Rueda & Fabien Verger, 2016. "OECD Taxonomy of Economic Activities Based on R&D Intensity," OECD Science, Technology and Industry Working Papers 2016/4, OECD Publishing.
    78. M Mancini & P Montalbano & S Nenci & D Vurchio, 2024. "Positioning in Global Value Chains: World Map and Indicators, a New Dataset Available for GVC Analyses," The World Bank Economic Review, World Bank, vol. 38(4), pages 669-690.
    79. Hamed, Mosaab M. & Turan, Hasan Hüseyin & Elsawah, Sondoss, 2024. "Balancing supply diversification and environmental impacts: A system dynamics approach to de-risk rare earths supply chain," Resources Policy, Elsevier, vol. 92(C).
    80. 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.
    81. 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.
    82. Cyrille Schwellnus & Antton Haramboure & Lea Samek & Ricardo Chiapin Pechansky & Charles Cadestin, 2023. "Global value chain dependencies under the magnifying glass," OECD Science, Technology and Industry Policy Papers 142, OECD Publishing.
    83. Pablo Fajgelbaum & Pinelopi Goldberg & Patrick Kennedy & Amit Khandelwal & Daria Taglioni, 2024. "The US-China Trade War and Global Reallocations," American Economic Review: Insights, American Economic Association, vol. 6(2), pages 295-312, June.
    84. Sébastien Miroudot, 2020. "Reshaping the policy debate on the implications of COVID-19 for global supply chains," Journal of International Business Policy, Palgrave Macmillan, vol. 3(4), pages 430-442, December.
    85. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990.
    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. Luminita Zait & Oana Ancuta Stangaciu & Laura Catalina Timiras & Ionela Cristina Breahna Pravat & Aristita Rotila & Bogdan-Vasile Nichifor, 2026. "Integration of the EU Member States into Global Value Chains and the Impact on Microeconomic Performance in the Context of the COVID-19 Pandemic," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 28(71), pages 1-69, February.

    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. Andrea Coveri & Raffaele Giammetti & Antonello Zanfei, 2025. "How fragile are European GVCs? The role of functional diversification and implications for industrial policy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(3), pages 629-666, September.
    2. Andrea Coveri & Antonello Zanfei, 2023. "The virtues and limits of specialization in global value chains: analysis and policy implications," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(1), pages 73-90, March.
    3. Coveri, Andrea & Paglialunga, Elena & Zanfei, Antonello, 2024. "Global value chains and within-country inequality: The role of functional positioning," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 382-397.
    4. Andrea Coveri & Elena Paglialunga & Antoenllo Zanfei, 2024. "Functional specialization and upgrading in European regions:new insights from FDI data," Working Papers 2401, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2024.
    5. Andrea Coveri & Elena Paglialunga & Antonello Zanfei, 2023. "Global value chains, functional diversification and within-country inequality: an empirical assessment," Working Papers 2302, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2023.
    6. Elena Paglialunga & Andrea Coveri & Antonello Zanfei, 2020. "Climate change and inequality in a global context. Exploring climate induced disparities and the reaction of economic systems," Working Papers 2003, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2020.
    7. Meng, Bo & Ye, Ming, 2022. "Smile curves in global value chains: Foreign- vs. domestic-owned firms; the U.S. vs. China," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 15-29.
    8. Kiss, Tibor & Braun, Erik & Sebestyén, Tamás, 2025. "Production network structure, specialization and unemployment: Measuring the structural resilience of national economies," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 11-28.
    9. 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.
    10. Paglialunga, Elena & Coveri, Andrea & Zanfei, Antonello, 2022. "Climate change and within-country inequality: New evidence from a global perspective," World Development, Elsevier, vol. 159(C).
    11. Bacchiocchi, Andrea & Bellocchi, Alessandro & Coveri, Andrea, 2024. "Firms’ location decisions, supply chain disruptions and government subsidies: A dynamic game," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1490-1508.
    12. Dosi, Giovanni & Riccio, Federico & Virgillito, Maria Enrica, 2025. "Decarbonisation and specialisation downgrading: The double harm of GVC integration," World Development, Elsevier, vol. 194(C).
    13. Federico Riccio & Lorenzo Cresti & Maria Enrica Virgillito, 2025. "The labour share along global value chains: perspectives and evidence from sectoral interdependence," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 161(2), pages 635-684, May.
    14. Friesenbichler, Klaus S. & Kügler, Agnes, 2022. "Servitization across countries and sectors: Evidence from world input-output data," Economic Systems, Elsevier, vol. 46(3).
    15. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, . "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).
    16. Bo Meng & Ming Ye & Shang‐Jin Wei, 2020. "Measuring Smile Curves in Global Value Chains," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 988-1016, October.
    17. Antonello Zanfei & Andrea Coveri & Mario Pianta, 2019. "FDI Patterns and Global Value Chains in the Digital Economy," Working Papers 1903, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    18. Stöllinger, Roman, 2021. "Testing the Smile Curve: Functional Specialisation and Value Creation in GVCs," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 93-116.
    19. Andrea Coveri & Antonello Zanfei, 2023. "Who wins the race for knowledge-based competitiveness? Comparing European and North American FDI patterns," The Journal of Technology Transfer, Springer, vol. 48(1), pages 292-330, February.
    20. Filippo Bontadini & Rinaldo Evangelista & Valentina Meliciani & Maria Savona, 2021. "Asymmetries in Global Value Chain Integration, Technology and Employment Structures in Europe: Country and Sectoral Evidence," CESifo Working Paper Series 9438, CESifo.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • F60 - International Economics - - Economic Impacts of Globalization - - - General
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

    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:eee:ecmode:v:152:y:2025:i:c:s0264999325002986. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.