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On the evolution of comparative advantage: Path-dependent versus path-defying changes

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  • Coniglio, Nicola D.
  • Vurchio, Davide
  • Cantore, Nicola
  • Clara, Michele

Abstract

A country’s specialization evolves over time in a dynamic process, with shifts in comparative advantages, resulting in new products being added to the country’s export basket. According to the renowned Product Space (PS) framework (Hausmann and Klinger, 2007; Hidalgo et al., 2007), this dynamic process is characterized by strong path dependence, as a country’s current production capabilities (technologies, production factors, institutions, etc.) determine what a country produces today, but also limits what it can produce tomorrow. We use a novel methodology to explore whether the patterns of specialization of a large sample of countries for the period 1995–2015 correspond to the predictions of the PS framework. Despite finding evidence of path dependence, our analysis also finds that a significant number of new products later added to countries’ export baskets were unrelated to their initial specialization pattern. We shed light on the determinants of these path-dependent changes in countries’ export baskets and show that economic growth is weaker in countries with a higher degree of path dependence.

Suggested Citation

  • Coniglio, Nicola D. & Vurchio, Davide & Cantore, Nicola & Clara, Michele, 2021. "On the evolution of comparative advantage: Path-dependent versus path-defying changes," Journal of International Economics, Elsevier, vol. 133(C).
  • Handle: RePEc:eee:inecon:v:133:y:2021:i:c:s0022199621001021
    DOI: 10.1016/j.jinteco.2021.103522
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    1. Grădinaru Cătălin & Toma Sorin-George, 2017. "The Relationship between Doing Business and Economic Freedom around the World in the Period 2014-2016," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(1), pages 41-45, June.
    2. Flávio L. Pinheiro & Aamena Alshamsi & Dominik Hartmann & Ron Boschma & César Hidalgo, 2018. "Shooting Low or High: Do Countries Benefit from Entering Unrelated Activities?," Papers in Evolutionary Economic Geography (PEEG) 1807, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2018.
    3. Giray Gözgör & Muhlis Can, 2017. "Causal Linkages among the Product Diversification of Exports, Economic Globalization and Economic Growth," Review of Development Economics, Wiley Blackwell, vol. 21(3), pages 888-908, August.
    4. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2011. "Export Diversification: What's behind the Hump?," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 590-605, May.
    5. Alessandro Borin & Michele Mancini, 2015. "Follow the value added: bilateral gross export accounting," Temi di discussione (Economic working papers) 1026, Bank of Italy, Economic Research and International Relations Area.
    6. Bjorvatn, Kjetil & Coniglio, Nicola Daniele, 2012. "Big push or big failure? On the effectiveness of industrialization policies for economic development," Journal of the Japanese and International Economies, Elsevier, vol. 26(1), pages 129-141.
    7. Robert C. Feenstra & Hong Ma, 2014. "Trade Facilitation and the Extensive Margin of Exports," The Japanese Economic Review, Japanese Economic Association, vol. 65(2), pages 158-177, June.
    8. Allen Dennis & Ben Shepherd, 2011. "Trade Facilitation and Export Diversification," The World Economy, Wiley Blackwell, vol. 34(1), pages 101-122, January.
    9. Head, Keith & Mayer, Thierry & Ries, John, 2010. "The erosion of colonial trade linkages after independence," Journal of International Economics, Elsevier, vol. 81(1), pages 1-14, May.
    10. Buono, Ines & Lalanne, Guy, 2012. "The effect of the Uruguay round on the intensive and extensive margins of trade," Journal of International Economics, Elsevier, vol. 86(2), pages 269-283.
    11. Nicola D Coniglio & Raffaele Lagravinese & Davide Vurchio & Massimo Armenise, 2018. "The pattern of structural change: testing the product space framework," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(4), pages 763-785.
    12. Frank Neffke & Matté Hartog & Ron Boschma & Martin Henning, 2018. "Agents of Structural Change: The Role of Firms and Entrepreneurs in Regional Diversification," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 23-48, January.
    13. Roberto Basile & Aleksandra Parteka & Rosanna Pittiglio, 2018. "Export diversification and economic development: A dynamic spatial data analysis," Review of International Economics, Wiley Blackwell, vol. 26(3), pages 634-650, August.
    14. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    15. Carolina Castaldi & Koen Frenken & Bart Los, 2015. "Related Variety, Unrelated Variety and Technological Breakthroughs: An analysis of US State-Level Patenting," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 767-781, May.
    16. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    17. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2013. "Trade Diversification, Income, And Growth: What Do We Know?," Journal of Economic Surveys, Wiley Blackwell, vol. 27(4), pages 790-812, September.
    18. Ricardo Hausmann & Bailey Klinger, 2007. "The Structure of the Product Space and the Evolution of Comparative Advantage," CID Working Papers 146, Center for International Development at Harvard University.
    19. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    20. Dingemans, Alfonso & Ross, César, 2012. "Free trade agreements in Latin America since 1990: an evaluation of export diversification," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    21. Fl'avio L. Pinheiro & Aamena Alshamsi & Dominik Hartmann & Ron Boschma & C'esar A. Hidalgo, 2018. "Shooting High or Low: Do Countries Benefit from Entering Unrelated Activities?," Papers 1801.05352, arXiv.org, revised Mar 2018.
    22. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    23. Julian di Giovanni & Andrei A. Levchenko, 2009. "Trade Openness and Volatility," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 558-585, August.
    24. Luca Benedictis & Marco Gallegati & Massimo Tamberi, 2009. "Overall trade specialization and economic development: countries diversify," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(1), pages 37-55, April.
    25. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    26. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426.
    27. Manuel R. Agosin & Roberto Alvarez & Claudio Bravo‐Ortega, 2012. "Determinants of Export Diversification Around the World: 1962–2000," The World Economy, Wiley Blackwell, vol. 35(3), pages 295-315, March.
    28. Alessandro Borin & Michele Mancini, 2019. "Measuring What Matters in Global Value Chains and Value-Added Trade," World Bank Publications - Reports 31533, The World Bank Group.
    29. Nathaniel P.S. Cook & Jason Cannon Jones, 2015. "The African Growth and Opportunity Act (AGOA) and export diversification," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(7), pages 947-967, October.
    30. 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.
    31. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    32. Horst Hanusch & Andreas Pyka (ed.), 2007. "Elgar Companion to Neo-Schumpeterian Economics," Books, Edward Elgar Publishing, number 2973.
    33. Rose, Andrew K., 2006. "Size really doesn't matter: In search of a national scale effect," Journal of the Japanese and International Economies, Elsevier, vol. 20(4), pages 482-507, December.
    34. Aleksandra Parteka & Massimo Tamberi, 2013. "What Determines Export Diversification in the Development Process? Empirical Assessment," The World Economy, Wiley Blackwell, vol. 36(6), pages 807-826, June.
    35. Mariya Aleksynska & Olena Havrylchyk, 2013. "•FDI from the South: The role of institutional distance and natural resources," Post-Print hal-01410591, HAL.
    36. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    37. 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.
    38. Alfonso Dingemans, 2016. "Trying to stay ahead of the curve in Chile's economic development: exploring a way out of the middle-income trap through pragmatic export development," Development Policy Review, Overseas Development Institute, vol. 34(5), pages 643-669, September.
    39. Karsten Mau, 2016. "Export diversification and income differences reconsidered: The extensive product margin in theory and application," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(2), pages 351-381, May.
    40. Daniel Lederman & William F. Maloney, 2012. "Does What You Export Matter? In Search of Empirical Guidance for Industrial Policies," World Bank Publications - Books, The World Bank Group, number 9371.
    41. Hausmann, Ricardo & Rodrik, Dani, 2003. "Economic development as self-discovery," Journal of Development Economics, Elsevier, vol. 72(2), pages 603-633, December.
    42. 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..
    43. Klinger, Bailey & Lederman, Daniel, 2004. "Discovery and development : an empricial exploration of"new"products," Policy Research Working Paper Series 3450, The World Bank.
    44. Dutt, Pushan & Mihov, Ilian & Van Zandt, Timothy, 2013. "The effect of WTO on the extensive and the intensive margins of trade," Journal of International Economics, Elsevier, vol. 91(2), pages 204-219.
    45. Makhlouf, Yousef & Kellard, Neil M. & Vinogradov, Dmitri, 2015. "Trade openness, export diversification, and political regimes," Economics Letters, Elsevier, vol. 136(C), pages 25-27.
    46. repec:bla:devpol:v:27:y:2009:i:5:p:483-502 is not listed on IDEAS
    47. Aleksynska, Mariya & Havrylchyk, Olena, 2013. "FDI from the south: The role of institutional distance and natural resources," European Journal of Political Economy, Elsevier, vol. 29(C), pages 38-53.
    48. Asier Minondo, 2011. "Does comparative advantage explain countries’ diversification level?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(3), pages 507-526, September.
    49. repec:idb:brikps:publication-detail,7101.html?id=20621 is not listed on IDEAS
    50. Dany Bahar & Rodrigo Wagner & Ernesto Stein & Samuel Rosenow, 2017. "The Birth and Growth of New Export Clusters: Which Mechanisms Drive Diversification?," CID Working Papers 86a, Center for International Development at Harvard University.
    51. Michael Jetter & Andrés Ramírez Hassan, 2015. "Want Export Diversification? Educate The Kids First," Economic Inquiry, Western Economic Association International, vol. 53(4), pages 1765-1782, October.
    52. Neave O’Clery & Muhammed Ali Yıldırım & Ricardo Hausmann, 2021. "Productive Ecosystems and the arrow of development," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    53. Andrew K. Rose, 2006. "Size Really Doesn't Matter: In Search of a National Scale Effect," NBER Working Papers 12191, National Bureau of Economic Research, Inc.
    54. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    55. Ron Boschma & Gianluca Capone, 2016. "Relatedness and diversification in the European Union (EU-27) and European Neighbourhood Policy countries," Environment and Planning C, , vol. 34(4), pages 617-637, June.
    56. Cesar A. Hidalgo, 2012. "Discovering East Africa's Industrial Opportunities," Papers 1203.0163, arXiv.org.
    57. K. Frenken, 2007. "Entropy Statistics and Information Theory," Chapters, in: Horst Hanusch & Andreas Pyka (ed.), Elgar Companion to Neo-Schumpeterian Economics, chapter 33, Edward Elgar Publishing.
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    More about this item

    Keywords

    Path dependence; Product space; Trade specialization; Industrial policy; Diversification;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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