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Does export upgrading really matter to economic growth? Evidence from panel data for high‐, middle‐ and low‐income countries

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  • Mohamed Chakroun
  • Naima Chrid
  • Sami Saafi

Abstract

The main objective of this study is to examine the long‐run relationship between export upgrading and economic growth for 67 countries over the period of 1984–2013. For this purpose, a panel cointegration framework that allows to control for parameters heterogeneity, cross‐sectional dependence and non‐stationarity has been deployed. Empirical results yield evidence of a positive and significant effect of export upgrading on economic growth for the full‐sample and high‐income panels, while this effect is negative and significant for low‐income countries and insignificant for middle‐income countries. Particularly, our findings show evidence of an inverted U‐shaped relationship for the global and high‐income panels. However, for low‐income countries relationship between export complexity and economic growth was found to be U‐shaped. These results are robust to several robustness checks and have important policy implications. In developed countries, excessive export complexity may be job‐destructive, and thereby threatens long‐run growth and prosperity. For non‐developed countries, exports' diversification should be prioritized during the first stages of development. Industrial upgrading should not be considered as a strategic economic policy before the economy reaches a minimum level of maturity.

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  • 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.
  • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:4:p:5584-5609
    DOI: 10.1002/ijfe.2082
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    as
    1. Anindya Banerjee & Josep Lluís Carrion-i-Silvestre, 2017. "Testing for Panel Cointegration Using Common Correlated Effects Estimators," Journal of Time Series Analysis, Wiley Blackwell, vol. 38(4), pages 610-636, July.
    2. Loayza, Norman V. & Ranciere, Romain, 2006. "Financial Development, Financial Fragility, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(4), pages 1051-1076, June.
    3. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    4. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    5. 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.
    6. Sweet, Cassandra Mehlig & Eterovic Maggio, Dalibor Sacha, 2015. "Do Stronger Intellectual Property Rights Increase Innovation?," World Development, Elsevier, vol. 66(C), pages 665-677.
    7. Martin Grancay & Nora Grancay & Tomas Dudas, 2015. "What You Export Matters: Does It Really?," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 9(2), June.
    8. Holly, Sean & Pesaran, M. Hashem & Yamagata, Takashi, 2010. "A spatio-temporal model of house prices in the USA," Journal of Econometrics, Elsevier, vol. 158(1), pages 160-173, September.
    9. Chenery, Hollis & Taylor, Lance, 1968. "Development Patterns: Among Countries And Over Time," Center for International Affairs (CIA) Archive 294545, Harvard University, Center for International Affairs.
    10. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    11. Felipe, Jesus & Kumar, Utsav & Abdon, Arnelyn, 2014. "How rich countries became rich and why poor countries remain poor: It's the economic structure…duh!," Japan and the World Economy, Elsevier, vol. 29(C), pages 46-58.
    12. Dong-Hyeon Kim & Shu-Chin Lin, 2017. "Natural Resources and Economic Development: New Panel Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(2), pages 363-391, February.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. Frees,Edward W., 2004. "Longitudinal and Panel Data," Cambridge Books, Cambridge University Press, number 9780521828284, October.
    19. 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.
    20. Wim Naudé & Riaan Rossouw, 2011. "Export diversification and economic performance: evidence from Brazil, China, India and South Africa," Economic Change and Restructuring, Springer, vol. 44(1), pages 99-134, April.
    21. Robertson, Donald & Sarafidis, Vasilis, 2015. "IV estimation of panels with factor residuals," Journal of Econometrics, Elsevier, vol. 185(2), pages 526-541.
    22. Jarreau, Joachim & Poncet, Sandra, 2012. "Export sophistication and economic growth: Evidence from China," Journal of Development Economics, Elsevier, vol. 97(2), pages 281-292.
    23. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    24. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    25. 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.
    26. 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.
    27. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    28. Makhlouf, Yousef & Kellard, Neil M. & Vinogradov, Dmitri, 2015. "Trade openness, export diversification, and political regimes," Economics Letters, Elsevier, vol. 136(C), pages 25-27.
    29. 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.
    30. 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.
    31. 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.
    32. Jimenez, Gonzalo Hernandez & Razmi, Arslan, 2013. "Can Asia sustain an export-led growth strategy in the aftermath of the global crisis? Exploring a neglected aspect," Journal of Asian Economics, Elsevier, vol. 29(C), pages 45-61.
    33. Margaret S. McMillan & Dani Rodrik, 2011. "Globalization, Structural Change and Productivity Growth," NBER Working Papers 17143, National Bureau of Economic Research, Inc.
    34. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    35. Vasilis Sarafidis & Donald Robertson, 2009. "On the impact of error cross-sectional dependence in short dynamic panel estimation," Econometrics Journal, Royal Economic Society, vol. 12(1), pages 62-81, March.
    36. Peter Pedroni, 2007. "Social capital, barriers to production and capital shares: implications for the importance of parameter heterogeneity from a nonstationary panel approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 429-451.
    37. Sajid Anwar & Lan Phi Nguyen, 2010. "Foreign direct investment and economic growth in Vietnam," Asia Pacific Business Review, Taylor & Francis Journals, vol. 16(1-2), pages 183-202, April.
    38. Cesar A. Hidalgo, 2009. "The Dynamics of Economic Complexity and the Product Space over a 42 year period," CID Working Papers 189, Center for International Development at Harvard University.
    39. repec:adr:anecst:y:2003:i:70:p:03 is not listed on IDEAS
    40. Chou, Ming Che, 2013. "Does tourism development promote economic growth in transition countries? A panel data analysis," Economic Modelling, Elsevier, vol. 33(C), pages 226-232.
    41. Felipe, Jesus & Kumar, Utsav & Abdon, Arnelyn & Bacate, Marife, 2012. "Product complexity and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 36-68.
    42. Céline Nauges & Alban Thomas, 2003. "Consistent estimation of dynamic panel data models with time-varying individual effects," Annals of Economics and Statistics, GENES, issue 70, pages 53-75.
    43. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    44. 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.
    45. Sandra Poncet & Felipe Starosta, 2013. "Export upgrading and growth in China: the prerequisite of domestic embeddedness," Working Papers halshs-00960684, HAL.
    46. repec:hal:pseose:hal-00649282 is not listed on IDEAS
    47. Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
    48. Sarafidis, Vasilis & Yamagata, Takashi & Robertson, Donald, 2009. "A test of cross section dependence for a linear dynamic panel model with regressors," Journal of Econometrics, Elsevier, vol. 148(2), pages 149-161, February.
    49. Giray Gozgor & Muhlis Can, 2016. "Effects of the product diversification of exports on income at different stages of economic development," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 215-235, August.
    50. Markus Eberhardt & Francis Teal, 2013. "No Mangoes in the Tundra: Spatial Heterogeneity in Agricultural Productivity Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(6), pages 914-939, December.
    51. Ahn, Seung C. & Lee, Young H. & Schmidt, Peter, 2013. "Panel data models with multiple time-varying individual effects," Journal of Econometrics, Elsevier, vol. 174(1), pages 1-14.
    52. 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.
    53. Neil Foster, 2008. "The Impact of Trade Liberalisation on Economic Growth: Evidence from a Quantile Regression Analysis," Kyklos, Wiley Blackwell, vol. 61(4), pages 543-567, November.
    54. Ferrarini, Benno & Scaramozzino, Pasquale, 2016. "Production complexity, adaptability and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 52-61.
    55. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    56. repec:hal:pseose:halshs-00960684 is not listed on IDEAS
    57. Markus Eberhardt & Francis Teal, 2011. "Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.
    58. 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.
    59. Bela Balassa, 1964. "The Purchasing-Power Parity Doctrine: A Reappraisal," Journal of Political Economy, University of Chicago Press, vol. 72(6), pages 584-584.
    60. Daron Acemoglu & Francisco A. Gallego & James A. Robinson, 2014. "Institutions, Human Capital, and Development ," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 875-912, August.
    61. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    62. Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & Cesar A. Hidalgo, 2017. "Improving the Economic Complexity Index," Papers 1707.05826, arXiv.org, revised Jul 2017.
    63. Frees,Edward W., 2004. "Longitudinal and Panel Data," Cambridge Books, Cambridge University Press, number 9780521535380, October.
    64. Peter K. Schott, 2008. "The relative sophistication of Chinese exports [‘Manufacturing Earnings and Compensation in China’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(53), pages 6-49.
    65. Peter C. B. Phillips & Donggyu Sul, 2003. "Dynamic panel estimation and homogeneity testing under cross section dependence *," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 217-259, June.
    66. Lee, Jim, 2011. "Export specialization and economic growth around the world," Economic Systems, Elsevier, vol. 35(1), pages 45-63, March.
    67. Dierk Herzer & Sebastian Vollmer, 2012. "Inequality and growth: evidence from panel cointegration," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(4), pages 489-503, December.
    68. 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.
    69. Stojkoski, Viktor & Kocarev, Ljupco, 2017. "The Relationship Between Growth and Economic Complexity: Evidence from Southeastern and Central Europe," MPRA Paper 77837, University Library of Munich, Germany, revised 2017.
    70. Anwesha Aditya & Rajat Acharyya, 2013. "Export diversification, composition, and economic growth: Evidence from cross-country analysis," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(7), pages 959-992, October.
    71. Shujin Zhu & Renyu Li, 2017. "Economic complexity, human capital and economic growth: empirical research based on cross-country panel data," Applied Economics, Taylor & Francis Journals, vol. 49(38), pages 3815-3828, August.
    72. Heiko Hesse, 2008. "Export Diversification and Economic Growth," World Bank Publications - Books, The World Bank Group, number 28040.
    73. 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.
    74. Eberhardt, Markus & Bond, Stephen, 2009. "Cross-section dependence in nonstationary panel models: a novel estimator," MPRA Paper 17692, University Library of Munich, Germany.
    75. 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.
    76. Anwesha Aditya & Rajat Acharyya, 2012. "Does What Countries Export Matter? The Asian And Latin American Experience," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 37(3), pages 47-74, September.
    77. Felipe, Jesus & Kumar, Utsav & Abdon, Arnelyn, 2012. "Using capabilities to project growth, 2010–2030," Journal of the Japanese and International Economies, Elsevier, vol. 26(1), pages 153-166.
    78. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    79. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    80. Bojan Shimbov & Maite Alguacil & Celestino Suárez, 2019. "Export Structure Upgrading and Economic Growth in the Western Balkan Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(10), pages 2185-2210, August.
    81. repec:hal:journl:peer-00796743 is not listed on IDEAS
    82. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    83. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    84. Phillips,Garry D. A. & Tzavalis,Elias (ed.), 2007. "The Refinement of Econometric Estimation and Test Procedures," Cambridge Books, Cambridge University Press, number 9780521870535, October.
    85. 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.
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