IDEAS home Printed from https://ideas.repec.org/p/cca/wpaper/752.html

"In-out-in again" strategy: a possible driver of the industrialization process for middle-income countries

Author

Listed:
  • Iacopo Maria Taddei
  • Giorgia Giovannetti

Abstract

Industrial indicators display an inverted U-shaped relationship with income levels across both developed and developing economies. However, there is growing evidence that the deindustrialization process is accelerating in less developed countries, giving rise to the phenomenon of premature deindustrialization. This process has been shown to be one of the main drivers of growth slowdowns, particularly in middle-income economies, preventing countries from catching up and leaving them trapped in the so-called middle-income trap. Some East Asian countries, such as South Korea and Taiwan, have nevertheless managed to avoid this outcome by engaging non-linearly in global value chains, following a pattern often referred to as the ‘in–out–in again’ hypothesis. This paper provides an empirical assessment of how this alternative industrialization pathway can shield economies from the risk of premature deindustrialization, sustaining growth in middle-income countries. Using a panel of 47 emerging and developing economies over the period 1995–2020, we examine how this discontinuous engagement in global trade affects manufacturing employment and output shares, as well as countries’ capacity to move up the value chain and export more complex products. Our findings suggest that the ‘in-out-in again’ global value chain insertion pattern has been an effective mechanism for avoiding the middle-income trap in East and South Asian economies, while offering little indication of its role in preventing premature deindustrialization.

Suggested Citation

  • Iacopo Maria Taddei & Giorgia Giovannetti, 2025. ""In-out-in again" strategy: a possible driver of the industrialization process for middle-income countries," Carlo Alberto Notebooks 752 JEL Classification: F, Collegio Carlo Alberto.
  • Handle: RePEc:cca:wpaper:752
    as

    Download full text from publisher

    File URL: https://www.carloalberto.org/wp-content/uploads/2025/12/no.752.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Matthieu Cristelli & Andrea Tacchella & Luciano Pietronero, 2015. "The Heterogeneous Dynamics of Economic Complexity," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.
    2. Aiyar, Shekhar & Duval, Romain & Puy, Damien & Wu, Yiqun & Zhang, Longmei, 2018. "Growth slowdowns and the middle-income trap," Japan and the World Economy, Elsevier, vol. 48(C), pages 22-37.
    3. Jesus Felipe, 2012. "Tracking the Middle-Income Trap: What is It, Who is in It, and Why? Part 1," ADB Economics Working Paper Series 306, Asian Development Bank.
    4. Lee, Keun & Lim, Chaisung, 2001. "Technological regimes, catching-up and leapfrogging: findings from the Korean industries," Research Policy, Elsevier, vol. 30(3), pages 459-483, March.
    5. Baldwin, Richard & Forslid, Rikard, 2023. "Globotics and Development: When Manufacturing Is Jobless and Services Are Tradeable," World Trade Review, Cambridge University Press, vol. 22(3-4), pages 302-311, October.
    6. Kym Anderson & Sundar Ponnusamy, 2019. "Structural Transformation to Manufacturing and Services: What Role for Trade?," Asian Development Review, MIT Press, vol. 36(2), pages 32-71, September.
    7. Alessandro Borin & Michele Mancini, 2023. "Measuring what matters in value-added trade," Economic Systems Research, Taylor & Francis Journals, vol. 35(4), pages 586-613, October.
    8. Jesus Felipe, 2012. "Tracking the Middle-Income Trap: What is It, Who is in It, and Why? Part 2," ADB Economics Working Paper Series 307, Asian Development Bank.
    9. McMillan, Margaret & Rodrik, Dani & Verduzco-Gallo, Íñigo, 2014. "Globalization, Structural Change, and Productivity Growth, with an Update on Africa," World Development, Elsevier, vol. 63(C), pages 11-32.
    10. Fiona Tregenna, 2009. "Characterising deindustrialisation: An analysis of changes in manufacturing employment and output internationally," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(3), pages 433-466, May.
    11. Keun Lee & Marina Szapiro & Zhuqing Mao, 2018. "From Global Value Chains (GVC) to Innovation Systems for Local Value Chains and Knowledge Creation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 424-441, July.
    12. André Nassif, 2025. "Underdevelopment, development, and the Dutch disease: the seminal and still relevant theory of Celso Furtado," Brazilian Journal of Political Economy, FGV EAESP, vol. 45(3), pages 405-420, June.
    13. Sachs, J-D & Warner, A-M, 1995. "Natural Resource Abundance and Economic Growth," Papers 517a, Harvard - Institute for International Development.
    14. Alberto Botta, 2017. "Dutch Disease-cum-financialization booms and external balance cycles in developing countries," Brazilian Journal of Political Economy, FGV EAESP, vol. 37(3), pages 459-477, February.
    15. Alberto Botta & Antoine Godin & Marco Missaglia, 2016. "Finance, foreign (direct) investment and dutch disease: the case of Colombia," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 265-289, August.
    16. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426, April.
    17. R, Rekha & M, Suresh Babu, 2022. "Premature deindustrialisation and growth slowdowns in middle-income countries," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 377-389.
    18. 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.
    19. 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.
    20. Douglas Gollin & Remi Jedwab & Dietrich Vollrath, 2016. "Urbanization with and without industrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 35-70, March.
    21. Kar, Sabyasachi & Pritchett, Lant & Raihan, Selim & Sen, Kunal, 2013. "Looking for a break: Identifying transitions in growth regimes," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 151-166.
    22. Robert Rowthorn & Ken Coutts, 2004. "De-industrialisation and the balance of payments in advanced economies," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(5), pages 767-790, September.
    23. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    24. Charles Gore, 2017. "Late industrialisation, urbanisation and the middle-income trap: an analytical approach and the case of Vietnam," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 10(1), pages 35-57.
    25. Baldwin, Richard, 2012. "Global supply chains: Why they emerged, why they matter, and where they are going," CEPR Discussion Papers 9103, C.E.P.R. Discussion Papers.
    26. Haraguchi, Nobuya & Cheng, Charles Fang Chin & Smeets, Eveline, 2017. "The Importance of Manufacturing in Economic Development: Has This Changed?," World Development, Elsevier, vol. 93(C), pages 293-315.
    27. Sposi, Michael, 2019. "Evolving comparative advantage, sectoral linkages, and structural change," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 75-87.
    28. Homi Kharas & Harinder Kohli, 2011. "What Is the Middle Income Trap, Why do Countries Fall into It, and How Can It Be Avoided?," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 3(3), pages 281-289, September.
    29. Justin Yifu Lin, 2017. "Industrial policies for avoiding the middle-income trap: a new structural economics perspective," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 15(1), pages 5-18, January.
    30. Ocampo, José Antonio, 2011. "Macroeconomy for development: countercyclical policies and production sector transformation," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
    31. Ricardo Hausmann & Lant Pritchett & Dani Rodrik, 2005. "Growth Accelerations," Journal of Economic Growth, Springer, vol. 10(4), pages 303-329, December.
    32. Sachs, Jeffrey D. & Warner, Andrew M., 2001. "The curse of natural resources," European Economic Review, Elsevier, vol. 45(4-6), pages 827-838, May.
    33. Ahmad, Ahmad Hassan & Pentecost, Eric J. & Stack, Marie M., 2023. "Foreign aid, debt interest repayments and Dutch disease effects in a real exchange rate model for African countries," Economic Modelling, Elsevier, vol. 126(C).
    34. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    Full references (including those not matched with items on IDEAS)

    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. R, Rekha & M, Suresh Babu, 2022. "Premature deindustrialisation and growth slowdowns in middle-income countries," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 377-389.
    2. Keun Lee & Sanika Sulochani Ramanayake, 2018. "Adding-Up Problem and Wage–Productivity Gap in Exports of Developing Countries: A Source of the Middle-Income Trap," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(5), pages 769-788, December.
    3. Haraguchi, Nobuya & Martorano, Bruno & Sanfilippo, Marco, 2019. "What factors drive successful industrialization? Evidence and implications for developing countries," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 266-276.
    4. David Bulman & Maya Eden & Ha Nguyen, 2017. "Transitioning from low-income growth to high-income growth: is there a middle-income trap?," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 22(1), pages 5-28, January.
    5. Alberto Botta & Giuliano Toshiro Yajima & Gabriel Porcile, 2023. "Structural change, productive development, and capital flows: does financial “bonanza” cause premature deindustrialization?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(2), pages 433-473.
    6. Glawe, Linda & Wagner, Helmut, 2020. "China in the middle-income trap?," China Economic Review, Elsevier, vol. 60(C).
    7. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    8. Boire, Sidiki & Nell, Kevin S., 2021. "The enclave hypothesis and Dutch disease effect: A critical appraisal of Mali's gold mining industry," Resources Policy, Elsevier, vol. 74(C).
    9. Lavopa, Alejandro & Szirmai, Adam, 2018. "Structural modernisation and development traps. An empirical approach," World Development, Elsevier, vol. 112(C), pages 59-73.
    10. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    11. Sundar Ponnusamy, 2022. "Export specialization, trade liberalization and economic growth: a synthetic control analysis," Empirical Economics, Springer, vol. 63(2), pages 637-669, August.
    12. Gideon Ndubuisi & Solomon Owusu, 2021. "How important is GVC participation to export upgrading?," The World Economy, Wiley Blackwell, vol. 44(10), pages 2887-2908, October.
    13. Stefan Pahl & Marcel P. Timmer, 2020. "Do Global Value Chains Enhance Economic Upgrading? A Long View," Journal of Development Studies, Taylor & Francis Journals, vol. 56(9), pages 1683-1705, July.
    14. Janusz Heller & Rafal Warzala, 2018. "Is Poland in a middle income trap? A theoretical and empirical analysis," Ekonomia i Prawo, Uniwersytet Mikolaja Kopernika, vol. 17(4), pages 367-381, December.
    15. Giovanni Dosi & Federico Riccio & Maria Enrica Virgillito, 2022. "Specialize or diversify? And in What? Trade composition, quality of specialization, and persistent growth [Catching up, forging ahead, and falling behind]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(2), pages 301-337.
    16. Dosi, Giovanni & Roventini, Andrea & Russo, Emanuele, 2019. "Endogenous growth and global divergence in a multi-country agent-based model," Journal of Economic Dynamics and Control, Elsevier, vol. 101(C), pages 101-129.
    17. Tan Khee Giap & Sasidaran Gopalan & Nursyahida Ahmad, 2018. "Growth Slowdown Analysis for Indonesia’s Subnational Economies: An Empirical Investigation," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 21(03), pages 1-36, September.
    18. Gill,Indermit S. & Kharas,Homi, 2015. "The middle-income trap turns ten," Policy Research Working Paper Series 7403, The World Bank.
    19. Linda Glawe & Helmut Wagner, 2016. "The Middle-Income Trap: Definitions, Theories and Countries Concerned—A Literature Survey," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 58(4), pages 507-538, December.
    20. repec:ecr:col035:36816 is not listed on IDEAS
    21. Pauline Lectard, 2023. "Manufacturing exports: A virtuous circle of industrialization or a lock-in development pattern? The case of the machinery and textiles sectors," Post-Print hal-04606567, HAL.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:cca:wpaper:752. 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: Giovanni Bert (email available below). General contact details of provider: https://edirc.repec.org/data/fccaait.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.