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The determinants of export sophistication: Does digitalization matter?

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  • Burak Sencer Atasoy

Abstract

Due to innovation, productivity surged and the structure of exports shifted towards sophisticated products in recent decades. In this study, I analyse the determinants of export sophistication with a special focus on the effects of digitalization for 61 countries by employing three measures of export sophistication. To my knowledge, this is the first study that investigates the nexus between digitalization and sophistication. It is found that exports get more sophisticated as digitalization promotes. In line with the literature, institutional quality, access to credit, and R&D are concluded to be other drivers of export sophistication. However, the evidence on tertiary enrolment and FDIs is mixed. Finally, the level of democracy seems to have a limited effect on sophistication indicating countries that have an autocratic rule also have a chance to sophisticate their exports. In the light of these findings, governments are advised to improve property rights, rule of law, the ease of doing business, access to credit, tertiary enrolment, and R&D expenditures to sophisticate their export baskets.

Suggested Citation

  • Burak Sencer Atasoy, 2021. "The determinants of export sophistication: Does digitalization matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5135-5159, October.
  • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:4:p:5135-5159
    DOI: 10.1002/ijfe.2058
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    as
    1. Fan, Zhaobin & Anwar, Sajid & Huang, Shujuan, 2018. "Cultural diversity and export sophistication," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 508-522.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. 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.
    4. 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.
    5. Evžen Kočenda & Karen Poghosyan, 2018. "Export Sophistication: A Dynamic Panel Data Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(12), pages 2799-2814, September.
    6. Sencer Atasoy, Burak, 2017. "Testing the environmental Kuznets curve hypothesis across the U.S.: Evidence from panel mean group estimators," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 731-747.
    7. Ari Van Assche & Byron Gangnes, 2010. "Electronics production upgrading: is China exceptional?," Applied Economics Letters, Taylor & Francis Journals, vol. 17(5), pages 477-482.
    8. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    9. Dahai Fu & Yanrui Wu & Yihong Tang, 2012. "Does Innovation Matter for Chinese High-Tech Exports? A Firm-Level Analysis," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 7(2), pages 218-245, June.
    10. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    11. Dani Rodrik, 2006. "What's So Special about China's Exports?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 14(5), pages 1-19, September.
    12. Svejnar, Jan & Terrell, Katherine & Gorodnichenko, Yuriy, 2007. "When Does FDI Have Positive Spillovers? Evidence from 17 Emerging Market Economies," CEPR Discussion Papers 6546, C.E.P.R. Discussion Papers.
    13. Jarreau, Joachim & Poncet, Sandra, 2012. "Export sophistication and economic growth: Evidence from China," Journal of Development Economics, Elsevier, vol. 97(2), pages 281-292.
    14. 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.
    15. Martin Srholec, 2007. "High-Tech Exports from Developing Countries: A Symptom of Technology Spurts or Statistical Illusion?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(2), pages 227-255, July.
    16. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    17. Aitken, Brian & Hanson, Gordon H. & Harrison, Ann E., 1997. "Spillovers, foreign investment, and export behavior," Journal of International Economics, Elsevier, vol. 43(1-2), pages 103-132, August.
    18. C Freeman, 1989. "New Technology and Catching Up," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 1(1), pages 85-99, June.
    19. Lee, Keun & Malerba, Franco, 2017. "Catch-up cycles and changes in industrial leadership:Windows of opportunity and responses of firms and countries in the evolution of sectoral systems," Research Policy, Elsevier, vol. 46(2), pages 338-351.
    20. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    21. Evžen Kočenda & Karen Poghosyan, 2018. "Export Sophistication: A Dynamic Panel Data Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(12), pages 2799-2814, September.
    22. Mr. Nikola Spatafora & Rahul Anand & Mr. Saurabh Mishra, 2012. "Structural Transformation and the sophistication of Production," IMF Working Papers 2012/059, International Monetary Fund.
    23. Pontus Braunerhjelm & Per Thulin, 2008. "Can countries create comparative advantages? R&D expenditures, high-tech exports and country size in 19 OECD countries, 1981-1999," International Economic Journal, Taylor & Francis Journals, vol. 22(1), pages 95-111.
    24. Manuel Heredia Caldeira Cabral & Paula Veiga, 2010. "Determinants of export diversification and sophistication in sub-saharan Africa," Nova SBE Working Paper Series wp550, Universidade Nova de Lisboa, Nova School of Business and Economics.
    25. Charles Cooper & Raphael Kaplinsky, 1989. "Technology and Development in the Third Industrial Revolution," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 1(1), pages 1-3, June.
    26. Freund, Caroline L. & Weinhold, Diana, 2004. "The effect of the Internet on international trade," Journal of International Economics, Elsevier, vol. 62(1), pages 171-189, January.
    27. Edinaldo Tebaldi, 2011. "The Determinants of High-Technology Exports: A Panel Data Analysis," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 39(4), pages 343-353, December.
    28. 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.
    29. Fagerberg, Jan, 1988. "International Competitiveness: Errata," Economic Journal, Royal Economic Society, vol. 98(393), pages 1203-1203, December.
    30. Xu, Bin, 2010. "Erratum to "The sophistication of exports: Is China special?" [China Economic Review 21 (3) (2010) 482-493]," China Economic Review, Elsevier, vol. 21(4), pages 671-672, December.
    31. XU, Bin & LU, Jiangyong, 2009. "Foreign direct investment, processing trade, and the sophistication of China's exports," China Economic Review, Elsevier, vol. 20(3), pages 425-439, September.
    32. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    33. Giovanni Amendola & Giovanni Dosi & Erasmo Papagni, 1993. "The dynamics of international competitiveness," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 129(3), pages 451-471, September.
    34. 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.
    35. Hwang, Jungbin & Sun, Yixiao, 2018. "Should we go one step further? An accurate comparison of one-step and two-step procedures in a generalized method of moments framework," Journal of Econometrics, Elsevier, vol. 207(2), pages 381-405.
    36. Lee, Keun & Lim, Chaisung & Song, W, 2005. "Emerging Digital Technology as a Window of Opportunity and Technological Leapfrogging: Catch-up in Digital TV by the Korean Firms," MPRA Paper 109777, University Library of Munich, Germany.
    37. Norihisa Sakurai & Evangelos Ioannidis & George Papaconstantinou, 1996. "The Impact of R&D and Technology Diffusion on Productivity Growth: Evidence for 10 OECD Countries in the 1970s and 1980s," OECD Science, Technology and Industry Working Papers 1996/2, OECD Publishing.
    38. Zhu, Shujin & Fu, Xiaolan, 2013. "Drivers of Export Upgrading," World Development, Elsevier, vol. 51(C), pages 221-233.
    39. Dani Rodrik, 2006. "What’s So Special about China’s Exports?," Working Papers id:410, eSocialSciences.
    40. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    41. Molly Lesher & Sébastien Miroudot, 2008. "FDI Spillovers and their Interrelationships with Trade," OECD Trade Policy Papers 80, OECD Publishing.
    42. Fagerberg, Jan, 1988. "International Competitiveness," Economic Journal, Royal Economic Society, vol. 98(391), pages 355-374, June.
    43. Raphael Kaplinsky & Amelia Santos Paulino, 2005. "Innovation and Competitiveness: Trends in Unit Prices in Global Trade," Oxford Development Studies, Taylor & Francis Journals, vol. 33(3-4), pages 333-355.
    44. Kuroiwa, Ikuo, 2014. "Value added trade and structure of high-technology exports in China," IDE Discussion Papers 449, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    45. Daron Acemoglu & Simon Johnson, 2005. "Unbundling Institutions," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 949-995, October.
    46. Asier Minondo, 2010. "Exports' quality-adjusted productivity and economic growth," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(2), pages 257-287.
    47. Torfinn Harding & Beata S. Javorcik, 2012. "Foreign Direct Investment and Export Upgrading," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 964-980, November.
    48. Mani, Sunil, 2000. "Exports of High Technology Products from Developing Countries: Is it Real or a Statistical Artifact?," UNU-INTECH Discussion Paper Series 2000-01, United Nations University - INTECH.
    49. 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.
    50. Dunning, John H., 2000. "The eclectic paradigm as an envelope for economic and business theories of MNE activity," International Business Review, Elsevier, vol. 9(2), pages 163-190, April.
    51. Xu, Bin, 2010. "The sophistication of exports: Is China special?," China Economic Review, Elsevier, vol. 21(3), pages 482-493, September.
    52. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    53. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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