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Transport equipment network analysis: the value-added contribution

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  • Luis Gerardo Hernández García

    (Kyushu University)

Abstract

Emerging in the twenty-first century, Network Science provides practical measures to interpret a system’s interactions between the components and their links. Literature has focused on countries’ interconnections on the final goods, but its application on the value-added from a network perspective in trade is still imitated. This paper applies network science properties and a multi-regional input–output analysis by using the UNCTAD-Eora Global Value Chain Database on the Transport Equipment value added on 2017 to unwrap the specific structural characteristics of the industry. Results show that the industry is highly centralized. The center of the network is dominated by developed countries, mainly from Europe, the United States, and Japan. Emerging countries such as China, Mexico, Thailand, and Poland also have an important position. In addition, the structure reveals two sub-hubs located in East Europe and North America. By extending to community detection, the network consists of three different communities led by Germany, the United States, and the United Kingdom, associated with more significant value-added flows. The study concludes that flows are not always consistent with the economy’s geographical location as usually final goods analysis suggests, and highlight the need to continue using the complex network to reveal the world trade structure.

Suggested Citation

  • Luis Gerardo Hernández García, 2022. "Transport equipment network analysis: the value-added contribution," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 11(1), pages 1-25, December.
  • Handle: RePEc:spr:jecstr:v:11:y:2022:i:1:d:10.1186_s40008-022-00289-1
    DOI: 10.1186/s40008-022-00289-1
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    1. Mateo Crossa & Nina Ebner, 2020. "Automotive global value chains in Mexico: a mirage of development?," Third World Quarterly, Taylor & Francis Journals, vol. 41(7), pages 1218-1239, July.
    2. Keun Lee & Di Qu & Zhuqing Mao, 2021. "Global Value Chains, Industrial Policy, and Industrial Upgrading: Automotive Sectors in Malaysia, Thailand, and China in Comparison with Korea," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 33(2), pages 275-303, April.
    3. João Amador & Sónia Cabral, 2017. "Networks of Value-added Trade," The World Economy, Wiley Blackwell, vol. 40(7), pages 1291-1313, July.
    4. Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
    5. Lovro Šubelj & Nees Jan van Eck & Ludo Waltman, 2016. "Clustering Scientific Publications Based on Citation Relations: A Systematic Comparison of Different Methods," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-23, April.
    6. Bruno Casella & Richard Bolwijn & Daniel Moran & Keiichiro Kanemoto, . "Improving the analysis of global value chains: the UNCTAD-Eora Database," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    7. Gould,David Michael & Kenett,Dror Yossef & Panterov,Georgi Lyudmilov, 2018. "Multidimensional connectivity : benefits, risks, and policy implications for Europe and Central Asia," Policy Research Working Paper Series 8438, The World Bank.
    8. Doris Vandeputte & Gunter Kathagen & Kevin D’hoe & Sara Vieira-Silva & Mireia Valles-Colomer & João Sabino & Jun Wang & Raul Y. Tito & Lindsey De Commer & Youssef Darzi & Séverine Vermeire & Gwen Falo, 2017. "Quantitative microbiome profiling links gut community variation to microbial load," Nature, Nature, vol. 551(7681), pages 507-511, November.
    9. Artuc, Erhan & Christiaensen, Luc & Winkler, Hernan, 2019. "Does Automatization in Rich Countries hurt Developing Ones? Evidence from the US and Mexico," Jobs Group Papers, Notes, and Guides 30834024, The World Bank.
    10. Artuc,Erhan & Christiaensen,Luc & Winkler,Hernan Jorge, 2019. "Does Automation in Rich Countries Hurt Developing Ones? : Evidence from the U.S. and Mexico," Policy Research Working Paper Series 8741, The World Bank.
    11. Chen, B. & Li, J.S. & Wu, X.F. & Han, M.Y. & Zeng, L. & Li, Z. & Chen, G.Q., 2018. "Global energy flows embodied in international trade: A combination of environmentally extended input–output analysis and complex network analysis," Applied Energy, Elsevier, vol. 210(C), pages 98-107.
    12. Gary Gereffi & Hyun-Chin Lim & Joonkoo Lee, 2021. "Trade policies, firm strategies, and adaptive reconfigurations of global value chains," Journal of International Business Policy, Palgrave Macmillan, vol. 4(4), pages 506-522, December.
    13. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    14. Paulo Gala & Jhean Camargo & Elton Freitas, 2018. "The Economic Commission for Latin America and the Caribbean (ECLAC) was right: scale-free complex networks and core-periphery patterns in world trade [Cincuenta años del pensamiento de la cepal: un," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 42(3), pages 633-651.
    15. Marta Rodríguez-De La Fuente & Jesús F. Lampón, 2020. "Regional upgrading within the automobile industry global value chain: the role of the domestic firms and institutions," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 20(3), pages 319-340.
    16. C. T. Vidya & K. P. Prabheesh, 2020. "Implications of COVID-19 Pandemic on the Global Trade Networks," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2408-2421, August.
    17. R. Luce & Albert Perry, 1949. "A method of matrix analysis of group structure," Psychometrika, Springer;The Psychometric Society, vol. 14(2), pages 95-116, June.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Network analysis; Value-added; Community detection; Centrality measures; Transport equipment;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
    • F1 - International Economics - - Trade
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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