IDEAS home Printed from https://ideas.repec.org/p/lie/wpaper/62.html
   My bibliography  Save this paper

An empirical investigation of the relationship between trade and structural change

Author

Listed:
  • Mariarosaria Comunale

    (Bank of Lithuania)

  • Giulia Felice

    (Politecnico di Milano)

Abstract

This paper investigates the role of international trade in the increase in the employment share of non-tradable sectors (services and construction). Borrowing insights from the vast theoretical literature on the determinants of structural change, we build an empirical model allowing to distinguish between long-run and short-run effects. We use this model to investigate the relative importance of the main traditional demand-side and supply-side channels of structural change, assessing, in this context, the role of trade variables. To this end, we use an unbalanced panel of countries for the period 1960-2011 from the EU-KLEMS and the GGDC 10-sector databases. Our preliminary results suggest that both Engelian income effects, i.e. the so-called demand-side drivers, and relative productivity, i.e. the supply-side channel, are relevant drivers of structural change. We show that the import and export shares are positively and negatively related, respectively, with the employment shifts to non-tradable sectors in the long run, in particular, for mature and transition economies. In the short run, a positive and significant relationship between the import share and structural shifts towards tradable sectors emerges.

Suggested Citation

  • Mariarosaria Comunale & Giulia Felice, 2019. "An empirical investigation of the relationship between trade and structural change," Bank of Lithuania Working Paper Series 62, Bank of Lithuania.
  • Handle: RePEc:lie:wpaper:62
    as

    Download full text from publisher

    File URL: https://www.lb.lt/uploads/publications/docs/22326_0c7e6b926527acb875854a7c902e6aa5.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Berthold Herrendorf & Christopher Herrington & Ákos Valentinyi, 2015. "Sectoral Technology and Structural Transformation," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 104-133, October.
    2. Kiminori Matsuyama, 2019. "Engel's Law in the Global Economy: Demand‐Induced Patterns of Structural Change, Innovation, and Trade," Econometrica, Econometric Society, vol. 87(2), pages 497-528, March.
    3. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    4. Kiminori Matsuyama, 1992. "A Simple Model of Sectoral Adjustment," Review of Economic Studies, Oxford University Press, vol. 59(2), pages 375-387.
    5. Justin Caron & Thibault Fally & James R. Markusen, 2021. "International Trade Puzzles: A Solution Linking Production And Preferences," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 11, pages 199-250, World Scientific Publishing Co. Pte. Ltd..
    6. 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.
    7. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," Review of Economic Studies, Oxford University Press, vol. 68(4), pages 869-882.
    8. Diego Comin & Danial Lashkari & Martí Mestieri, 2021. "Structural Change With Long‐Run Income and Price Effects," Econometrica, Econometric Society, vol. 89(1), pages 311-374, January.
    9. Jordi Gali, 1999. "Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?," American Economic Review, American Economic Association, vol. 89(1), pages 249-271, March.
    10. Alvarez-Cuadrado, Francisco & Long, Ngo & Poschke, Markus, 2017. "Capital-labor substitution, structural change and growth," Theoretical Economics, Econometric Society, vol. 12(3), September.
    11. Alessio Moro, 2012. "The Structural Transformation Between Manufacturing and Services and the Decline in the US GDP Volatility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(3), pages 402-415, July.
    12. Comunale, Mariarosaria, 2017. "Dutch disease, real effective exchange rate misalignments and their effect on GDP growth in EU," Journal of International Money and Finance, Elsevier, vol. 73(PB), pages 350-370.
    13. Kiminori Matsuyama, 2009. "Structural Change in an Interdependent World: A Global View of Manufacturing Decline," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 478-486, 04-05.
    14. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    15. Ana Cecília Fieler, 2011. "Nonhomotheticity and Bilateral Trade: Evidence and a Quantitative Explanation," Econometrica, Econometric Society, vol. 79(4), pages 1069-1101, July.
    16. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    17. Alonso-Carrera, Jaime & Raurich, Xavier, 2018. "Labor mobility, structural change and economic growth," Journal of Macroeconomics, Elsevier, vol. 56(C), pages 292-310.
    18. Uy, Timothy & Yi, Kei-Mu & Zhang, Jing, 2013. "Structural change in an open economy," Journal of Monetary Economics, Elsevier, vol. 60(6), pages 667-682.
    19. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    20. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    21. Timo Boppart, 2014. "Structural Change and the Kaldor Facts in a Growth Model With Relative Price Effects and Non‐Gorman Preferences," Econometrica, Econometric Society, vol. 82, pages 2167-2196, November.
    22. Javier Cravino & Sebastian Sotelo, 2019. "Trade-Induced Structural Change and the Skill Premium," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 289-326, July.
    23. Felice, Giulia, 2016. "Size and composition of public investment, sectoral composition and growth," European Journal of Political Economy, Elsevier, vol. 44(C), pages 136-158.
    24. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    25. Francisco J. Buera & Joseph P. Kaboski, 2009. "Can Traditional Theories of Structural Change Fit The Data?," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 469-477, 04-05.
    26. Rui Mano & Marola Castillo, 2015. "The Level of Productivity in Traded and Non-Traded Sectors for a Large Panel of Countries," IMF Working Papers 2015/048, International Monetary Fund.
    27. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    28. Tomasz Swiecki, 2017. "Determinants of Structural Change," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 24, pages 95-131, March.
    29. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    30. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    31. Daron Acemoglu & Veronica Guerrieri, 2008. "Capital Deepening and Nonbalanced Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 467-498, June.
    32. Sposi, Michael, 2019. "Evolving comparative advantage, sectoral linkages, and structural change," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 75-87.
    33. Kiminori Matsuyama, 2000. "A Ricardian Model with a Continuum of Goods under Nonhomothetic Preferences: Demand Complementarities, Income Distribution, and North-South Trade," Journal of Political Economy, University of Chicago Press, vol. 108(6), pages 1093-1120, December.
    34. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    35. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    36. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    37. Berthold Herrendorf & Richard Rogerson & ?kos Valentinyi, 2013. "Two Perspectives on Preferences and Structural Transformation," American Economic Review, American Economic Association, vol. 103(7), pages 2752-2789, December.
    38. Michelle Connolly & Kei-Mu Yi, 2015. "How Much of South Korea's Growth Miracle Can Be Explained by Trade Policy?," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 188-221, October.
    39. Foellmi, Reto & Zweimüller, Josef, 2008. "Structural change, Engel's consumption cycles and Kaldor's facts of economic growth," Journal of Monetary Economics, Elsevier, vol. 55(7), pages 1317-1328, October.
    40. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    41. Akos Valentinyi & Berthold Herrendorf, 2008. "Measuring Factor Income Shares at the Sector Level," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 820-835, October.
    42. Mr. Sergio Rebelo & Ms. Piyabha Kongsamut & Danyang Xie, 2001. "Beyond Balanced Growth," IMF Working Papers 2001/085, International Monetary Fund.
    43. 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.
    44. Egger, Peter & Larch, Mario, 2008. "Interdependent preferential trade agreement memberships: An empirical analysis," Journal of International Economics, Elsevier, vol. 76(2), pages 384-399, December.
    45. Timmer,Marcel P. & Inklaar,Robert & O'Mahony,Mary & Ark,Bart van, 2013. "Economic Growth in Europe," Cambridge Books, Cambridge University Press, number 9781107412446, October.
    46. Edward F. Blackburne III & Mark W. Frank, 2007. "Estimation of nonstationary heterogeneous panels," Stata Journal, StataCorp LP, vol. 7(2), pages 197-208, June.
    47. Alonso-Carrera, Jaime & Raurich, Xavier, 2015. "Demand-based structural change and balanced economic growth," Journal of Macroeconomics, Elsevier, vol. 46(C), pages 359-374.
    48. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    49. Ivanov Ventzislav & Kilian Lutz, 2005. "A Practitioner's Guide to Lag Order Selection For VAR Impulse Response Analysis," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(1), pages 1-36, March.
    50. repec:hal:journl:peer-00796743 is not listed on IDEAS
    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. Comunale, Mariarosaria & Felice, Giulia, 2022. "Trade and structural change: An empirical investigation," International Economics, Elsevier, vol. 171(C), pages 58-79.
    2. Jaime Alonso-Carrera & Giulia Felice & Xavier Raurich, 2018. "Inequality and Structural Change under Non-Linear Engels' Curve," UB School of Economics Working Papers 2018/374, University of Barcelona School of Economics.
    3. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    4. van Neuss, Leif, 2018. "Globalization and deindustrialization in advanced countries," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 49-63.
    5. Alonso-Carrera, Jaime & Raurich, Xavier, 2018. "Labor mobility, structural change and economic growth," Journal of Macroeconomics, Elsevier, vol. 56(C), pages 292-310.
    6. Diego Comin & Danial Lashkari & Martí Mestieri, 2021. "Structural Change With Long‐Run Income and Price Effects," Econometrica, Econometric Society, vol. 89(1), pages 311-374, January.
    7. Jaime Alonso-Carrera & María Jesús Freire-Serén & Xavier Raurich, 2017. "Anatomizing the Mechanics of Structural Change," UB School of Economics Working Papers 2017/360, University of Barcelona School of Economics.
    8. Sposi, Michael, 2019. "Evolving comparative advantage, sectoral linkages, and structural change," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 75-87.
    9. Matthess, Marcel & Kunkel, Stefanie, 2020. "Structural change and digitalization in developing countries: Conceptually linking the two transformations," Technology in Society, Elsevier, vol. 63(C).
    10. Logan T Lewis & Ryan Monarch & Michael Sposi & Jing Zhang, 2022. "Structural Change and Global Trade," Journal of the European Economic Association, European Economic Association, vol. 20(1), pages 476-512.
    11. Ricardo Reyes-Heroles, 2018. "Globalization and Structural Change in the United States: A Quantitative Assessment," 2018 Meeting Papers 1027, Society for Economic Dynamics.
    12. Mariarosaria Comunale & Markus Eller & Mathias Lahnsteiner, 2020. "Assessing credit gaps in CESEE based on levels justified by fundamentals – a comparison across different estimation approaches," Bank of Lithuania Working Paper Series 74, Bank of Lithuania.
    13. Alvarez-Cuadrado, Francisco & Long, Ngo Van & Poschke, Markus, 2018. "Capital-labor substitution, structural change and the labor income share," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 206-231.
    14. Edgar Cruz, 2019. "Kuznets meets Lucas: structural change and human capital," Oxford Economic Papers, Oxford University Press, vol. 71(4), pages 848-873.
    15. Marcolino, Marcos, 2022. "Accounting for structural transformation in the U.S," Journal of Macroeconomics, Elsevier, vol. 71(C).
    16. Herrendorf, Berthold & Valentinyi, Ákos, 2022. "Endogenous sector–biased technological change and industrial policy," Economic Modelling, Elsevier, vol. 113(C).
    17. Aristizabal-Ramirez, Maria & Leahy, John & Tesar, Linda L., 2023. "A north-south model of structural change and growth," Journal of Monetary Economics, Elsevier, vol. 133(C), pages 77-102.
    18. Perez Sebastian,Fidel & Steinbuks,Jevgenijs & Feres,Jose Gustavo & Trotter,Ian Michael, 2020. "Electricity Access and Structural Transformation : Evidence from Brazil's Electrification," Policy Research Working Paper Series 9182, The World Bank.
    19. Javier Cravino & Andrei Levchenko & Marco Rojas, 2022. "Population Aging and Structural Transformation," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(4), pages 479-498, October.
    20. Gray, Elie & Grimaud, André & Le Bris, David, 2018. "The Farmer, the Blue-collar, and the Monk: Understanding economic development through saturations of demands and non-homothetic productivity gains," TSE Working Papers 18-906, Toulouse School of Economics (TSE).

    More about this item

    Keywords

    Structural change; International trade; ECM;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

    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:lie:wpaper:62. 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: Aurelija Proskute (email available below). General contact details of provider: https://edirc.repec.org/data/lbanklt.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.