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How did trade in GVC-based products respond to previous health shocks? Lessons for COVID-19

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  • Anirudh Shingal
  • Prachi Agarwal

Abstract

Using difference-in-difference analysis, we examine how trade in GVC-based products may have responded to two previous health shocks - SARS and MERS. Our identification strategy exploits differences in the time period of severe incidence of each disease and in the coverage of trading partners that were more adversely affected than others. While we find no evidence for “reshoring” in response to each of these virus outbreaks, there is some evidence for “near-shoring” in the stylized facts on SARS. Empirical analysis also suggests geographical diversification of value chains - import shares from China and UAE declined during each outbreak, while MERS was accompanied by a fall in import concentration; these effects persisted over time for SARS suggesting that the associated value-chains were not resilient to these health shocks. The findings are observed at both the intensive (import value) and extensive (number of HS-6 products and export destinations) margins. The SARS effects are driven by lower-middle-income importers that were more integrated in GVCs, received more investment, were more competitive and were more reliant on the severely affected partners. We expect similar disruptions to GVC-trade from COVID-19, especially diversification away from China.

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  • Anirudh Shingal & Prachi Agarwal, 2020. "How did trade in GVC-based products respond to previous health shocks? Lessons for COVID-19," RSCAS Working Papers 2020/68, European University Institute.
  • Handle: RePEc:rsc:rsceui:2020/68
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    as
    1. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    2. Henriet, Fanny & Hallegatte, Stéphane & Tabourier, Lionel, 2012. "Firm-network characteristics and economic robustness to natural disasters," Journal of Economic Dynamics and Control, Elsevier, vol. 36(1), pages 150-167.
    3. Keogh-Brown, Marcus Richard & Smith, Richard David, 2008. "The economic impact of SARS: How does the reality match the predictions?," Health Policy, Elsevier, vol. 88(1), pages 110-120, October.
    4. Christoph E. Boehm & Aaron Flaaen & Nitya Pandalai-Nayar, 2019. "Input Linkages and the Transmission of Shocks: Firm-Level Evidence from the 2011 Tōhoku Earthquake," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 60-75, March.
    5. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    6. Yasuyuki Todo & Kentaro Nakajima & Petr Matous, 2015. "How Do Supply Chain Networks Affect The Resilience Of Firms To Natural Disasters? Evidence From The Great East Japan Earthquake," Journal of Regional Science, Wiley Blackwell, vol. 55(2), pages 209-229, March.
    7. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 0. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    8. Head, Keith & Mayer, Thierry & Ries, John, 2010. "The erosion of colonial trade linkages after independence," Journal of International Economics, Elsevier, vol. 81(1), pages 1-14, May.
    9. Baier, Scott L. & Bergstrand, Jeffrey H. & Feng, Michael, 2014. "Economic integration agreements and the margins of international trade," Journal of International Economics, Elsevier, vol. 93(2), pages 339-350.
    10. Raddatz, Claudio, 2009. "The wrath of God : macroeconomic costs of natural disasters," Policy Research Working Paper Series 5039, The World Bank.
    11. Clive Bell & Maureen Lewis, 2004. "The Economic Implications of Epidemics Old and New," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 5(4), pages 137-174, October.
    12. Ji Chou & Nai-Fong Kuo & Su-Ling Peng, 2004. "Potential Impacts of the SARS Outbreak on Taiwan's Economy," Asian Economic Papers, MIT Press, vol. 3(1), pages 84-99.
    13. Mario Larch & Yoto V. Yotov, 2016. "General Equilibrium Trade Policy Analysis with Structural Gravity," CESifo Working Paper Series 6020, CESifo.
    14. Smith, Richard D., 2006. "Responding to global infectious disease outbreaks: Lessons from SARS on the role of risk perception, communication and management," Social Science & Medicine, Elsevier, vol. 63(12), pages 3113-3123, December.
    15. Roger Strange, 2020. "The 2020 Covid-19 pandemic and global value chains," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(3), pages 455-465, September.
    16. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    17. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    18. Xu, Yiqing, 2017. "Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models," Political Analysis, Cambridge University Press, vol. 25(1), pages 57-76, January.
    19. Toya, Hideki & Skidmore, Mark, 2007. "Economic development and the impacts of natural disasters," Economics Letters, Elsevier, vol. 94(1), pages 20-25, January.
    20. Hassan, Tarek & Hollander, Stephan & van Lent, Laurence & Schwedeler, Markus & Tahoun, Ahmed, 2020. "Firm-Level Exposure to Epidemic Diseases: Covid-19, SARS, and H1N1," CEPR Discussion Papers 14573, C.E.P.R. Discussion Papers.
    21. Basker, Emek & Kamal, Fariha, 2021. "Recall and response: Relationship adjustments to adverse information shocks," European Economic Review, Elsevier, vol. 139(C).
    22. Ricardo Mora & Iliana Reggio, 2015. "didq: A command for treatment-effect estimation under alternative assumptions," Stata Journal, StataCorp LP, vol. 15(3), pages 796-808, September.
    23. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    24. World Bank, "undated". "The Economy in the Time of Covid-19 [La Economía en los Tiempos del Covid-19]," World Bank Publications - Reports 33555, The World Bank Group.
    25. ZHU Lianming & ITO Koji & TOMIURA Eiichi, 2016. "Global Sourcing in the Wake of Disaster: Evidence from the Great East Japan Earthquake," Discussion papers 16089, Research Institute of Economy, Trade and Industry (RIETI).
    26. De Backer, Koen & Miroudot, Sébastien, 2014. "Mapping global value chains," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37176.
    27. Ana P. Fernandes & Heiwai Tang, 2020. "How Did the 2003 SARS Epidemic Shape Chinese Trade?," CESifo Working Paper Series 8312, CESifo.
    28. World Bank, "undated". "World Bank East Asia and Pacific Economic Update, April 2020," World Bank Publications - Reports 33477, The World Bank Group.
    29. -, 2014. "Global value chains and world trade: Prospects and challenges for Latin America," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37041 edited by Eclac.
    30. Wen Hai & Zhong Zhao & Jian Wang & Zhen-Gang Hou, 2004. "The Short-Term Impact of SARS on the Chinese Economy," Asian Economic Papers, MIT Press, vol. 3(1), pages 57-61.
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    Cited by:

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    2. de Lucio, Juan & Díaz-Mora, Carmen & Mínguez, Raúl & Minondo, Asier & Requena, Francisco, 2023. "Do firms react to supply chain disruptions?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 902-916.
    3. Artecona, Raquel & Jorge, María Fabiana, 2021. "United States supply chains resiliency: The key role Latin America and the Caribbean could play," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 46875, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).

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    More about this item

    Keywords

    GVC-trade; health shocks; COVID-19; reshoring; near-shoring; GVC-disruptions.;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade

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