IDEAS home Printed from https://ideas.repec.org/a/eso/journl/v49y2018i4p437-454.html
   My bibliography  Save this article

Re-Examining the Relationship Between Export Upgrading and Economic Growth: Is there a Threshold Effect?

Author

Listed:
  • Saafi Sami

    (Monastir University)

  • Nouira Ridha

    (Monastir University)

Abstract

The main objective of this study is to examine the non-linear link between export upgrading and economic growth for 58 advanced and developing countries over the period of 1995-2015. For this purpose, an innovative dynamic panel threshold regression model (CS-ARDL) that allows control for cross-country heterogeneity, cross-sectional dependence, and feedback effects is employed to capture this non-linear relationship. The empirical results indicate that there exist threshold effects in the export upgrading-growth relationship. In particular, our findings suggest an inverted U-shaped relation between export sophistication and output growth. Below a critical level (1.3 for advanced countries and –0.7 for developing countries), more export complexity fosters economic growth. However, excessive export complexity might have adverse spillovers on long-term economic growth. Furthermore, we show that the effect of export sophistication on economic growth is asymmetric to advanced and developing countries when it is above and below the threshold level.

Suggested Citation

  • Saafi Sami & Nouira Ridha, 2018. "Re-Examining the Relationship Between Export Upgrading and Economic Growth: Is there a Threshold Effect?," The Economic and Social Review, Economic and Social Studies, vol. 49(4), pages 437-454.
  • Handle: RePEc:eso:journl:v:49:y:2018:i:4:p:437-454
    as

    Download full text from publisher

    File URL: https://www.esr.ie/article/view/1031/202
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bassanini, Andrea & Scarpetta, Stefano, 2002. "Does human capital matter for growth in OECD countries? A pooled mean-group approach," Economics Letters, Elsevier, vol. 74(3), pages 399-405, February.
    2. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    3. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2017. "Is There a Debt-Threshold Effect on Output Growth?," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 135-150, March.
    4. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    5. 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.
    6. Poncet, Sandra & Starosta de Waldemar, Felipe, 2013. "Export Upgrading and Growth: The Prerequisite of Domestic Embeddedness," World Development, Elsevier, vol. 51(C), pages 104-118.
    7. Harrison, Ann, 1996. "Openness and growth: A time-series, cross-country analysis for developing countries," Journal of Development Economics, Elsevier, vol. 48(2), pages 419-447, March.
    8. Lectard, Pauline & Rougier, Eric, 2018. "Can Developing Countries Gain from Defying Comparative Advantage? Distance to Comparative Advantage, Export Diversification and Sophistication, and the Dynamics of Specialization," World Development, Elsevier, vol. 102(C), pages 90-110.
    9. Jarreau, Joachim & Poncet, Sandra, 2012. "Export sophistication and economic growth: Evidence from China," Journal of Development Economics, Elsevier, vol. 97(2), pages 281-292.
    10. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    11. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    12. Sheridan, Brandon J., 2014. "Manufacturing exports and growth: When is a developing country ready to transition from primary exports to manufacturing exports?," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 1-13.
    13. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    14. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    15. Lectard, Pauline & Rougier, Eric, 2018. "Can Developing Countries Gain from Defying Comparative Advantage? Distance to Comparative Advantage, Export Diversification and Sophistication, and the Dynamics of Specialization," World Development, Elsevier, vol. 102(C), pages 90-110.
    16. Edwards, Sebastian, 1998. "Openness, Productivity and Growth: What Do We Really Know?," Economic Journal, Royal Economic Society, vol. 108(447), pages 383-398, March.
    17. Jesus Felipe & Gemma Estrada, 2008. "Benchmarking developing Asia's manufacturing sector," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 7(2), pages 97-119, October.
    18. Jesus Felipe & Gemma Estrada, 2008. "Benchmarking developing Asia's manufacturing sector," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 7(2), pages 97-119, October.
    19. Irwin, Douglas A. & Tervio, Marko, 2002. "Does trade raise income?: Evidence from the twentieth century," Journal of International Economics, Elsevier, vol. 58(1), pages 1-18, October.
    20. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    21. Sandra Poncet & Felipe Starosta, 2013. "Export upgrading and growth in China: the prerequisite of domestic embeddedness," Working Papers halshs-00960684, HAL.
    22. repec:hal:pseose:hal-00649282 is not listed on IDEAS
    23. David Dollar & Aart Kraay, 2004. "Trade, Growth, and Poverty," Economic Journal, Royal Economic Society, vol. 114(493), pages 22-49, February.
    24. Daniel J. Henderson, 2010. "A test for multimodality of regression derivatives with application to nonparametric growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(3), pages 458-480.
    25. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    26. repec:hal:pseose:halshs-00960684 is not listed on IDEAS
    27. Paulo Gala & Igor Rocha & Guilherme Magacho, 2018. "The structuralist revenge: economic complexity as an important dimension to evaluate growth and development," Brazilian Journal of Political Economy, Center of Political Economy, vol. 38(2), pages 219-236.
    28. Bela Balassa, 1964. "The Purchasing-Power Parity Doctrine: A Reappraisal," Journal of Political Economy, University of Chicago Press, vol. 72(6), pages 584-584.
    29. 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, April.
    30. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    31. Maggioni, Daniela & Lo Turco, Alessia & Gallegati, Mauro, 2016. "Does product complexity matter for firms' output volatility?," Journal of Development Economics, Elsevier, vol. 121(C), pages 94-109.
    32. Madsen, Jakob B. & Raschky, Paul A. & Skali, Ahmed, 2015. "Does democracy drive income in the world, 1500–2000?," European Economic Review, Elsevier, vol. 78(C), pages 175-195.
    33. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    34. Shunli Yao, 2009. "Why Are Chinese Exports Not So Special?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 17(1), pages 47-65, January.
    35. Dollar, David, 1992. "Outward-Oriented Developing Economies Really Do Grow More Rapidly: Evidence from 95 LDCs, 1976-1985," Economic Development and Cultural Change, University of Chicago Press, vol. 40(3), pages 523-544, April.
    36. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    37. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    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. Song Zhang & Chunlai Chen, 2020. "Does Outward Foreign Direct Investment Facilitate China's Export Upgrading?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 28(5), pages 64-89, September.
    2. Weihao Zhang & Helian Xu & Yuanyuan Xu, 2023. "Does Stronger Environmental Regulation Promote Firms’ Export Sophistication? A Quasi-Natural Experiment Based on Sewage Charges Standard Reform in China," Sustainability, MDPI, vol. 15(11), pages 1-17, June.

    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. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    2. Mohamed Chakroun & Naima Chrid & Sami Saafi, 2021. "Does export upgrading really matter to economic growth? Evidence from panel data for high‐, middle‐ and low‐income countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5584-5609, October.
    3. Ridha Nouira & Sami Saafi, 2022. "What Drives the Relationship Between Export Upgrading and Growth? The Role of Human Capital, Institutional Quality, and Economic Development," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 1944-1961, September.
    4. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    5. Mark Rogers, 2003. "A Survey of Economic Growth," The Economic Record, The Economic Society of Australia, vol. 79(244), pages 112-135, March.
    6. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    7. John Knight & Sai Ding, 2008. "Why has China Grown so Fast? The Role of Structural Change," Economics Series Working Papers 415, University of Oxford, Department of Economics.
    8. Roman Matousek & Nickolaos G. Tzeremes, 2021. "The asymmetric impact of human capital on economic growth," Empirical Economics, Springer, vol. 60(3), pages 1309-1334, March.
    9. Chen, Derek H. C. & Dahlman, Carl J., 2004. "Knowledge and development : a cross-section approach," Policy Research Working Paper Series 3366, The World Bank.
    10. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    11. Andrea Bassanini & Stefano Scarpetta, 2003. "The Driving Forces of Economic Growth: Panel Data Evidence for the OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 9-56.
    12. Bos, J.W.B. & Economidou, C. & Koetter, M. & Kolari, J.W., 2010. "Do all countries grow alike?," Journal of Development Economics, Elsevier, vol. 91(1), pages 113-127, January.
    13. Francis Teal & Måns Söderbom, 2003. "Openness and Human Capital as Sources of Productivity Growth: An Empirical Investigation," Economics Series Working Papers WPS/2003-06, University of Oxford, Department of Economics.
    14. Ho Thuy Ai & Ping, Lin, 2018. "Impacts of fiscal policy on economic growth: Another look from institutional perspective," Economics Discussion Papers 2018-45, Kiel Institute for the World Economy (IfW Kiel).
    15. Tarlok Singh, 2010. "Does International Trade Cause Economic Growth? A Survey," The World Economy, Wiley Blackwell, vol. 33(11), pages 1517-1564, November.
    16. Brian Piper, 2014. "Factor-Specific Productivity," Working Papers 1401, Sam Houston State University, Department of Economics and International Business.
    17. Måns Söderbom & Francis Teal, 2003. "Openness and human capital as sources of productivity growth: An empirical investigation," CSAE Working Paper Series 2003-06, Centre for the Study of African Economies, University of Oxford.
    18. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    19. Nikos Benos & Nikolaos Mylonidis & Stefania Zotou, 2017. "Estimating production functions for the US states: the role of public and human capital," Empirical Economics, Springer, vol. 52(2), pages 691-721, March.
    20. Nathaniel P. S. Cook & Jason C. Jones, 2021. "The African Growth and Opportunity Act and growth in sub‐Saharan Africa: A local projection approach," The World Economy, Wiley Blackwell, vol. 44(1), pages 234-261, January.

    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:eso:journl:v:49:y:2018:i:4:p:437-454. 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: Aedin Doris (email available below). General contact details of provider: https://www.esr.ie .

    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.