IDEAS home Printed from https://ideas.repec.org/a/sae/fortra/v57y2022i3p234-260.html
   My bibliography  Save this article

The Dynamics of Export Diversification, Economic Complexity and Economic Growth Cycles: Global Evidence

Author

Listed:
  • Nguyen Phuc Canh
  • Su Dinh Thanh

Abstract

This article investigates the dynamics of export diversification, economic complexity and economic growth cycles. By applying several econometric techniques for estimating a panel data set of 70 economies over the period from 1996 to 2014, the results have been threefold. First , there is Granger bi-directional causality between economic complexity and export diversification, while unidirectional Granger causality exists from economic complexity to economic growth cycles. Second , the result attained from the three-stage least squares estimate demonstrates that economic complexity and export diversification significantly impact each other. Notably, the effect of economic complexity is found to be negative on economic growth cycles, implying that the dynamics of economic complexity and export diversification generate a reduction in economic fluctuations. Third , by splitting the sample into two subsamples (i.e., 32 high-income economies and 38 low- and middle-income economies) and two sub-periods (i.e., 1994–2007 and 2008–2014), the results show that the positive dynamics between economic complexity and export diversification are consistent with income levels and time periods. However, the negative impact of economic complexity on economic growth cycles is statistically significant only for the group of high-income economies and during the 1996–2007 period. These findings are checked by several estimators and different proxies of export diversification, economic growth cycles and economic complexity. JEL: F13, F14, O19, E32

Suggested Citation

  • Nguyen Phuc Canh & Su Dinh Thanh, 2022. "The Dynamics of Export Diversification, Economic Complexity and Economic Growth Cycles: Global Evidence," Foreign Trade Review, , vol. 57(3), pages 234-260, August.
  • Handle: RePEc:sae:fortra:v:57:y:2022:i:3:p:234-260
    DOI: 10.1177/0015732520970441
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0015732520970441
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0015732520970441?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Francesco Furlanetto & Francesco Ravazzolo & Samad Sarferaz, 2019. "Identification of Financial Factors in Economic Fluctuations," The Economic Journal, Royal Economic Society, vol. 129(617), pages 311-337.
    3. Andrew K. Rose & Mark M. Spiegel, 2010. "Cross‐Country Causes And Consequences Of The 2008 Crisis: International Linkages And American Exposure," Pacific Economic Review, Wiley Blackwell, vol. 15(3), pages 340-363, August.
    4. Lee, Eunhee & Yi, Kei-Mu, 2018. "Global value chains and inequality with endogenous labor supply," Journal of International Economics, Elsevier, vol. 115(C), pages 223-241.
    5. 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.
    6. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. repec:oup:ecpoli:v:26:y:2011:i:66:p:135-182 is not listed on IDEAS
    9. Önder, Ali Sina & Yilmazkuday, Hakan, 2016. "Trade partner diversification and growth: How trade links matter," Journal of Macroeconomics, Elsevier, vol. 50(C), pages 241-258.
    10. Bertrand Blancheton & Dina Chhorn, 2019. "Export diversification, specialisation and inequality: Evidence from Asian and Western countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(2), pages 189-229, February.
    11. Wen, Yi, 2006. "Demand shocks and economic fluctuations," Economics Letters, Elsevier, vol. 90(3), pages 378-383, March.
    12. Albassam, Bassam A., 2015. "Economic diversification in Saudi Arabia: Myth or reality?," Resources Policy, Elsevier, vol. 44(C), pages 112-117.
    13. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    14. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    15. Gala, Paulo & Camargo, Jhean & Magacho, Guilherme & Rocha, Igor, 2018. "Sophisticated jobs matter for economic complexity: An empirical analysis based on input-output matrices and employment data," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 1-8.
    16. Drew D. Creal & Jing Cynthia Wu, 2017. "Monetary Policy Uncertainty And Economic Fluctuations," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58(4), pages 1317-1354, November.
    17. Sebastián Bustos & Charles Gomez & Ricardo Hausmann & César A Hidalgo, 2012. "The Dynamics of Nestedness Predicts the Evolution of Industrial Ecosystems," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-8, November.
    18. 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.
    19. Chang, Yongsung & Schorfheide, Frank, 2003. "Labor-supply shifts and economic fluctuations," Journal of Monetary Economics, Elsevier, vol. 50(8), pages 1751-1768, November.
    20. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
    21. 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.
    22. Ferrarini, Benno & Scaramozzino, Pasquale, 2016. "Production complexity, adaptability and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 52-61.
    23. Egger, Hartmut & Etzel, Daniel, 2012. "The impact of trade on employment, welfare, and income distribution in unionized general oligopolistic equilibrium," European Economic Review, Elsevier, vol. 56(6), pages 1119-1135.
    24. Peter K. Clark, 1987. "The Cyclical Component of U. S. Economic Activity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(4), pages 797-814.
    25. Christiano, Lawrence & Motto, Roberto & Rostagno, Massimo, 2010. "Financial factors in economic fluctuations," Working Paper Series 1192, European Central Bank.
    26. Leonardo Gambacorta & David Marques-Ibanez, 2011. "The bank lending channel: lessons from the crisis [Financial intermediaries and monetary economics]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 135-182.
    27. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    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. Sampson, Thomas, 2016. "Assignment reversals: Trade, skill allocation and wage inequality," Journal of Economic Theory, Elsevier, vol. 163(C), pages 365-409.
    30. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    31. Ivanova, Inga & Strand, Øivind & Kushnir, Duncan & Leydesdorff, Loet, 2017. "Economic and technological complexity: A model study of indicators of knowledge-based innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 77-89.
    32. Troy J. Scott & John T. Scott & Albert N. Link, 2017. "Commercial complexity and entrepreneurial finance," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(5), pages 489-500, July.
    33. Malik, Adeel & Temple, Jonathan R.W., 2009. "The geography of output volatility," Journal of Development Economics, Elsevier, vol. 90(2), pages 163-178, November.
    34. Mendoza, Enrique G, 1995. "The Terms of Trade, the Real Exchange Rate, and Economic Fluctuations," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 36(1), pages 101-137, February.
    35. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    36. Le, Thai-Ha & Nguyen, Canh Phuc & Su, Thanh Dinh & Tran-Nam, Binh, 2020. "The Kuznets curve for export diversification and income inequality: Evidence from a global sample," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 21-39.
    37. Alexander W. Hoffmaister & Jorge E. Roldós & Peter Wickham, 1998. "Macroeconomic Fluctuations in Sub-Saharan Africa," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 132-160, March.
    38. Nguyen, Canh Phuc & Le, Thai-Ha & Su, Thanh Dinh, 2020. "Economic policy uncertainty and credit growth: Evidence from a global sample," Research in International Business and Finance, Elsevier, vol. 51(C).
    39. Kalemli-Ozcan, Sebnem & Sorensen, Bent E. & Yosha, Oved, 2001. "Economic integration, industrial specialization, and the asymmetry of macroeconomic fluctuations," Journal of International Economics, Elsevier, vol. 55(1), pages 107-137, October.
    40. Siri Terjesen & Jolanda Hessels, 2009. "Varieties of export-oriented entrepreneurship in Asia," Asia Pacific Journal of Management, Springer, vol. 26(3), pages 537-561, September.
    41. Fillat, José L. & Garetto, Stefania & Oldenski, Lindsay, 2015. "Diversification, cost structure, and the risk premium of multinational corporations," Journal of International Economics, Elsevier, vol. 96(1), pages 37-54.
    42. Hameed Khan & Umair Khan & Muhammad Asif Khan, 2020. "Causal Nexus between Economic Complexity and FDI: Empirical Evidence from Time Series Analysis," Chinese Economy, Taylor & Francis Journals, vol. 53(5), pages 374-394, September.
    43. Nicita, Alessandro & Rollo, Valentina, 2015. "Market Access Conditions and Sub-Saharan Africa’s Exports Diversification," World Development, Elsevier, vol. 68(C), pages 254-263.
    44. Bresnahan, Lauren & Coxhead, Ian & Foltz, Jeremy & Mogues, Tewodaj, 2016. "Does Freer Trade Really Lead to Productivity Growth? Evidence from Africa," World Development, Elsevier, vol. 86(C), pages 18-29.
    45. Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & Cesar A. Hidalgo, 2017. "Improving the Economic Complexity Index," Papers 1707.05826, arXiv.org, revised Jul 2017.
    46. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    47. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    48. Ilse Oosterlaken, 2015. "Economic Complexity and Human Development: How Economic Diversification and Social Networks Affect Human Agency and Welfare," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 16(1), pages 156-157, February.
    49. Sydney C. Ludvigson & Sai Ma & Serena Ng, 2020. "COVID-19 and The Macroeconomic Effects of Costly Disasters," NBER Working Papers 26987, National Bureau of Economic Research, Inc.
    50. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    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. Semanur SOYYİĞİT & Sevgi ELVERDİ, 2024. "The Participation Of G20 Countries In Global Value Chains And Their Effects On Economic Complexity," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 19(1), pages 236-254, April.
    2. Behrooz Shahmoradi & Reza Hafezi & Payam Chiniforooshan, 2024. "Industrial Development Policies Based on Economic Complexity Under Plausible Scenarios: Case of Iran 2027," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 6578-6603, June.
    3. Haini, Hazwan & Wei Loon, Pang & Li Li, Pang, 2023. "Can export diversification promote export upgrading? Evidence from an oil-dependent economy," Resources Policy, Elsevier, vol. 80(C).
    4. Ze, Fu & Yu, Wence & Ali, Anis & Hishan, Sanil S. & Muda, Iskandar & Khudoykulov, Khurshid, 2023. "Influence of natural resources, ICT, and financial globalization on economic growth: Evidence from G10 countries," Resources Policy, Elsevier, vol. 81(C).
    5. Thomas Panagiotou & Constantinos Katrakilidis, 2023. "Do tourism, economic complexity and globalization affect economic growth? New empirical evidence in the context of TALC theory and accounting for cross sectional dependence," Economics and Business Letters, Oviedo University Press, vol. 12(3), pages 213-230.
    6. Gnangnon, Sèna Kimm, 2021. "Do Unilateral Trade Preferences Help Reduce Poverty in Beneficiary Countries?," EconStor Preprints 247346, ZBW - Leibniz Information Centre for Economics.
    7. Ekundayo Peter Mesagan & Xuan Vinh Vo, 2024. "The Importance of Economic Complexity in the Resource-Growth Discourse: Empirical Evidence from Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2772-2793, March.
    8. Jose Carlos Montes Ninaquispe & Kelly Cristina Vasquez Huatay & Diego Alejandro Ludeña Jugo & Alberto Luis Pantaleón Santa María & Juan César Farías Rodríguez & Fernando Suárez Santa Cruz & Erik Omar , 2024. "Market Diversification and Competitiveness of Fresh Grape Exports in Peru," Sustainability, MDPI, vol. 16(6), pages 1-20, March.
    9. Nadia Doytch, 2022. "Special Issue on ‘Global Trade and FDI: The Road Ahead’," Foreign Trade Review, , vol. 57(3), pages 231-233, August.
    10. Li, Jun & He, Wei & Li, Guilong, 2024. "Natural resources, economic complexity and growth nexus: Role of digital governance in addressing the resource curse," Resources Policy, Elsevier, vol. 92(C).

    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. Le, Thai-Ha & Nguyen, Canh Phuc & Su, Thanh Dinh & Tran-Nam, Binh, 2020. "The Kuznets curve for export diversification and income inequality: Evidence from a global sample," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 21-39.
    2. Canh Phuc Nguyen & Christophe Schinckus, 2023. "How do countries deal with global uncertainty? Domestic ability to absorb shock through the lens of the economic complexity and export diversification," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(3), pages 2591-2618, June.
    3. Canh Phuc Nguyen & Christophe Schinckus & Thanh Dinh Su, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, CEPII research center, issue 164, pages 140-150.
    4. Nguyen, Canh Phuc & Nguyen, Bach & Duy Tung, Bui & Dinh Su, Thanh, 2021. "Economic complexity and entrepreneurship density: A non-linear effect study," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    5. Nguyen, Canh Phuc, 2022. "Does economic complexity matter for the shadow economy?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 210-227.
    6. Li, Zhiyuan & Doğan, Buhari & Ghosh, Sudeshna & Chen, Wei-Ming & Lorente, Daniel Balsalobre, 2024. "Economic complexity, natural resources and economic progress in the era of sustainable development: Findings in the context of resource deployment challenges," Resources Policy, Elsevier, vol. 88(C).
    7. Olimpia Neagu & Mircea Constantin Teodoru, 2019. "The Relationship between Economic Complexity, Energy Consumption Structure and Greenhouse Gas Emission: Heterogeneous Panel Evidence from the EU Countries," Sustainability, MDPI, vol. 11(2), pages 1-29, January.
    8. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Financing the economy: The multidimensional influences of financial development on economic complexity," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(4), pages 644-684, May.
    9. Ben Saad, Myriam & Brahim, Mariem & Schaffar, Alexandra & Guesmi, Khaled & Ben Saad, Rym, 2023. "Economic complexity, diversification and economic development: The strategic factors," Research in International Business and Finance, Elsevier, vol. 64(C).
    10. Hosan, Shahadat & Rahman, Md Matiar & Karmaker, Shamal Chandra & Saha, Bidyut Baran, 2023. "Energy subsidies and energy technology innovation: Policies for polygeneration systems diffusion," Energy, Elsevier, vol. 267(C).
    11. António Afonso & Christophe Rault, 2010. "What do we really know about fiscal sustainability in the EU? A panel data diagnostic," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 731-755, January.
    12. Acikgoz, Senay & Ben Ali, Mohamed Sami, 2019. "Where does economic growth in the Middle Eastern and North African countries come from?," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 172-183.
    13. Dobdinga Cletus Fonchamnyo & Gildas Dohba Dinga & Vahsegmi Carolle Ngum, 2021. "Revisiting the nexus between domestic investment, foreign direct investment and external debt in SSA countries: PMG‐ARDL approach," African Development Review, African Development Bank, vol. 33(3), pages 479-491, September.
    14. Hodelin, Reynaldo Senra, 2022. "Statistical disclosure and economic growth: What is the nexus?," World Development, Elsevier, vol. 160(C).
    15. Gnangnon, Sèna Kimm, 2020. "Aid for Trade flows and Poverty Reduction in Recipient-Countries," EconStor Preprints 213807, ZBW - Leibniz Information Centre for Economics.
    16. Xie, Bofeng & Rehman, Mubeen Abdur & Zhang, Junyan & Yang, Runze, 2022. "Does the financialization of natural resources lead toward sustainability? An application of advance panel Granger non-causality," Resources Policy, Elsevier, vol. 79(C).
    17. Kamguia, Brice & Tadadjeu, Sosson & Miamo, Clovis & Njangang, Henri, 2022. "Does foreign aid impede economic complexity in developing countries?," International Economics, Elsevier, vol. 169(C), pages 71-88.
    18. Shahzad, Umer & Madaleno, Mara & Dagar, Vishal & Ghosh, Sudeshna & Doğan, Buhari, 2022. "Exploring the role of export product quality and economic complexity for economic progress of developed economies: Does institutional quality matter?," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 40-51.
    19. Nguyen, Phuc Canh & Nguyen, Bach & Thanh, Su Dinh, 2022. "The importance of export diversification for national entrepreneurship density," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 114-129.
    20. Ogali, Oscar I.O. & Okoro, Emeka E. & Olafuyi, Saburi G., 2023. "Assessing consensus on nexus between natural gas consumption and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).

    More about this item

    Keywords

    Economic complexity; export diversification; economic cycle; economic linkages;
    All these keywords.

    JEL classification:

    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • O19 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - International Linkages to Development; Role of International Organizations
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

    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:sae:fortra:v:57:y:2022:i:3:p:234-260. 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: SAGE Publications (email available below). General contact details of provider: .

    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.