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Global Value Chains Participation during the COVID-19 Pandemic: A Dynamic Panel Approach

Author

Listed:
  • Josephine Wuri

    (Faculty of Economics and Business, Gadjah Mada University, Yogyakarta 55281, Indonesia
    Faculty of Economics, Sanata Dharma University, Yogyakarta 55281, Indonesia)

  • Tri Widodo

    (Faculty of Economics and Business, Gadjah Mada University, Yogyakarta 55281, Indonesia
    Small and Medium Enterprise Development Center (SMEDC), Gadjah Mada University, Yogyakarta 55281, Indonesia)

  • Amirullah Setya Hardi

    (Faculty of Economics and Business, Gadjah Mada University, Yogyakarta 55281, Indonesia)

Abstract

In recent decades, the emergence of global value chains (GVCs) has changed international trade patterns. Today, the production of goods involves international production sharing, which allows countries to trace the value-added distribution to international trade. However, the COVID-19 pandemic has lowered the trade intensity between countries and can disrupt many sectors. This study uses a dynamic panel approach with the generalized method of moments estimator to investigate the pandemic’s impact on GVC participation. We also investigate whether gross domestic product (GDP) per capita may influence GVC participation, and use institutional quality as control variables. We used the Asian Development Bank Multi-Regional Input-Output (ADB MRIO) data for the 2010–2020 period. We employ backward and forward linkage approaches based on value-added exports to address the overvaluation problems in gross exports. The empirical results illustrate that the COVID-19 pandemic led to a decrease in GVC participation, on average. Furthermore, GDP per capita plays a significant role in GVC participation in backward and forward linkages with higher-quality institutions.

Suggested Citation

  • Josephine Wuri & Tri Widodo & Amirullah Setya Hardi, 2022. "Global Value Chains Participation during the COVID-19 Pandemic: A Dynamic Panel Approach," Economies, MDPI, vol. 10(5), pages 1-16, May.
    • Handle: RePEc:gam:jecomi:v:10:y:2022:i:5:p:121-:d:821966
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    References listed on IDEAS

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    1. Magnus, Andersson & Hayakawa, Kazunobu & Souknilanh, Keola & Yamanouchi, Kenta, 2021. "Impacts of international transport infrastructure: evidence from Laos households," IDE Discussion Papers 812, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    2. Athukorala, Prema-chandra & Yamashita, Nobuaki, 2006. "Production fragmentation and trade integration: East Asia in a global context," The North American Journal of Economics and Finance, Elsevier, vol. 17(3), pages 233-256, December.
    3. Hayakawa, Kazunobu & Mukunoki, Hiroshi, 2021. "The impact of COVID-19 on international trade: Evidence from the first shock," Journal of the Japanese and International Economies, Elsevier, vol. 60(C).
    4. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    5. 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.
    6. 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.
    7. 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.
    8. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
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    Cited by:

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