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Quantifying the Robustness of Countries’ Competitiveness by Network-Based Methods

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  • Ming-Yang Zhou
  • Xiao-Yu Li
  • Wen-Man Xiong
  • Hao Liao

Abstract

In economic researches, much effort was devoted to the problem of how to increase the economics of countries. However, the development of a country may fluctuate a lot due to international and domestic problems. Thus, we should also evaluate the robustness of countries against unexpected economic recessions. In this paper, we use perturbation to quantify the robustness of countries using two renowned algorithms: method of reflections (MR) and fitness-complexity method (FCM). The robustness characterizes the stability of countries’ competitiveness against economic recessions. The experiments in the international trade networks show that FCM could characterize the robustness better than MR. High fitness countries of FCM have strong robustness against economic crises, which enlarges the application fields of FCM. Additionally, we simulate the trade conflict between USA and China. The simulation results show that China suffers much in the trade conflict, while USA loses very little and has strong robustness in this conflict.

Suggested Citation

  • Ming-Yang Zhou & Xiao-Yu Li & Wen-Man Xiong & Hao Liao, 2018. "Quantifying the Robustness of Countries’ Competitiveness by Network-Based Methods," Complexity, Hindawi, vol. 2018, pages 1-10, December.
  • Handle: RePEc:hin:complx:5738135
    DOI: 10.1155/2018/5738135
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    1. 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.
    2. Manuel Sebastian Mariani & Alexandre Vidmer & Matus Medo & Yi-Cheng Zhang, 2015. "Measuring economic complexity of countries and products: which metric to use?," Papers 1509.01482, arXiv.org.
    3. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    4. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    5. Cristiano Antonelli (ed.), 2011. "Handbook on the Economic Complexity of Technological Change," Books, Edward Elgar Publishing, number 13391.
    6. Manuel Mariani & Alexandre Vidmer & Matsúš Medo & Yi-Cheng Zhang, 2015. "Measuring economic complexity of countries and products: which metric to use?," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 88(11), pages 1-9, November.
    7. 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.
    8. Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & C'esar A. Hidalgo, 2017. "729 new measures of economic complexity (Addendum to Improving the Economic Complexity Index)," Papers 1708.04107, arXiv.org.
    9. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    10. Sandra Poncet & Felipe Starosta, 2013. "Export upgrading and growth in China: the prerequisite of domestic embeddedness," PSE - G-MOND WORKING PAPERS halshs-00960684, HAL.
    11. Robert C. Feenstra & Robert E. Lipsey & Haiyan Deng & Alyson C. Ma & Hengyong Mo, 2005. "World Trade Flows: 1962-2000," NBER Working Papers 11040, National Bureau of Economic Research, Inc.
    12. 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.
    13. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    14. Matthieu Cristelli & Andrea Gabrielli & Andrea Tacchella & Guido Caldarelli & Luciano Pietronero, 2013. "Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-20, August.
    15. Kao, Chiang & Wu, Wann-Yih & Hsieh, Wen-Jen & Wang, Tai-Yue & Lin, Chinho & Chen, Liang-Hsuan, 2008. "Measuring the national competitiveness of Southeast Asian countries," European Journal of Operational Research, Elsevier, vol. 187(2), pages 613-628, June.
    16. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    17. Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & Cesar A. Hidalgo, 2017. "Improving the Economic Complexity Index," Papers 1707.05826, arXiv.org, revised Jul 2017.
    18. Hao Liao & Alexandre Vidmer, 2018. "A Comparative Analysis of the Predictive Abilities of Economic Complexity Metrics Using International Trade Network," Complexity, Hindawi, vol. 2018, pages 1-12, February.
    19. Matthieu Cristelli & Andrea Tacchella & Luciano Pietronero, 2015. "The Heterogeneous Dynamics of Economic Complexity," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.
    20. Tacchella, A. & Cristelli, M. & Caldarelli, G. & Gabrielli, A. & Pietronero, L., 2013. "Economic complexity: Conceptual grounding of a new metrics for global competitiveness," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1683-1691.
    21. Eckhard Siggel, 2006. "International Competitiveness and Comparative Advantage: A Survey and a Proposal for Measurement," Journal of Industry, Competition and Trade, Springer, vol. 6(2), pages 137-159, June.
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