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Estimating the Impact of COVID-19 on International Trade: Cases of Major Countries Using the SUR Model

Author

Listed:
  • Taeil Kim

    (Maritime Policy Research Department, Korea Maritime Institute, Busan 49111, Republic of Korea)

  • Sunghwa Park

    (College of Business Administration, Gyeongsang National University, Jinju 52828, Republic of Korea)

  • Hanna Kim

    (Maritime Policy Research Department, Korea Maritime Institute, Busan 49111, Republic of Korea)

  • Janghan Kwon

    (Ocean Economy Strategy Department, Korea Maritime Institute, Busan 49111, Republic of Korea)

Abstract

This study examined the intricate effects of the COVID-19 pandemic on international trade complexity. Focusing on major international trading entities such as Hong Kong, Korea, China, Japan, and the U.S., we evaluated how confirmed COVID-19 cases and government responses influenced trade patterns, particularly in exports and imports. We employed a seemingly unrelated regression (SUR) analysis with cyclic regression coefficients to scrutinize changes in trade relationships between 2020 and 2021. Korea serves as the central country for this analysis, and the findings extend to other nations. The results revealed the varied impact of COVID-19 on trade across countries. Exports from Korea to China were correlated with COVID-19 case numbers and government actions in both countries. Additionally, imports from China, Japan, the U.S. and Vietnam—excluding Hong Kong—were significantly influenced by confirmed COVID-19 cases in Korea, reflecting the demand dynamics. Government interventions also played a substantial role in shaping trade patterns. Previous studies have primarily focused on financial markets and supply chains, whereas our study analyzed the changes in trade with Korea’s five largest trading partners: China, the U.S., Japan, Vietnam, and Hong Kong. Notably, we utilized long-term data and changes in major trading partners in Asia over time.

Suggested Citation

  • Taeil Kim & Sunghwa Park & Hanna Kim & Janghan Kwon, 2023. "Estimating the Impact of COVID-19 on International Trade: Cases of Major Countries Using the SUR Model," Sustainability, MDPI, vol. 15(24), pages 1-17, December.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:24:p:16560-:d:1294398
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    References listed on IDEAS

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    1. Erginbay Ugurlu & Irena Jindřichovská, 2022. "Effect of COVID-19 on International Trade among the Visegrad Countries," JRFM, MDPI, vol. 15(2), pages 1-20, January.
    2. Javier Barbero & Juan José de Lucio & Ernesto Rodríguez-Crespo, 2021. "Effects of COVID-19 on trade flows: Measuring their impact through government policy responses," PLOS ONE, Public Library of Science, vol. 16(10), pages 1-20, October.
    3. Banu Demir & Beata Javorcik, 2020. "Trade finance matters: evidence from the COVID-19 crisis," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 397-408.
    4. Christopher F Baum, 2006. "An Introduction to Modern Econometrics using Stata," Stata Press books, StataCorp LP, number imeus, March.
    5. Kevin Cullinane & Hercules Haralambides, 2021. "Global trends in maritime and port economics: the COVID-19 pandemic and beyond," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-04046225, HAL.
    6. Daniel Susskind & David Vines, 2020. "The economics of the COVID-19 pandemic: an assessment," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 1-13.
    7. Konstantin Büchel & Stefan Legge & Vincent Pochon & Philipp Wegmüller, 2020. "Swiss trade during the COVID-19 pandemic: an early appraisal," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-15, December.
    8. Adrian Tudor Tudorache & Luminița Nicolescu, 2023. "Insights about the Effects of COVID-19 on International Trade during the Main Pandemic Years in Romania and Poland," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
    9. Vasilii Erokhin & Tianming Gao, 2020. "Impacts of COVID-19 on Trade and Economic Aspects of Food Security: Evidence from 45 Developing Countries," IJERPH, MDPI, vol. 17(16), pages 1-28, August.
    10. Kevin Cullinane & Hercules Haralambides, 2021. "Global trends in maritime and port economics: the COVID-19 pandemic and beyond," Post-Print hal-04046225, HAL.
    11. 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.
    12. Kevin Cullinane & Hercules Haralambides, 2021. "Global trends in maritime and port economics: the COVID-19 pandemic and beyond," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 23(3), pages 369-380, September.
    13. Ashraf, Badar Nadeem, 2020. "Stock markets’ reaction to COVID-19: Cases or fatalities?," Research in International Business and Finance, Elsevier, vol. 54(C).
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