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A Study on the Causality between Geopolitical Risk and Stock Price Volatility of Shipping Companies

지정학적 위기와 해운기업 주가 변동성의 인과관계에 관한 연구

  • Chi Yeol Kim (Division of Shipping Management, Korea Maritime & Ocean University)
  • 김치열 (한국해양대학교 해운경영학부)
  • Received : 2024.05.07
  • Accepted : 2024.06.10
  • Published : 2024.06.30

Abstract

This paper aims to investigate the causal relationship between geopolitical risk and stock price volatility in the shipping industry. Given its international nature and dependence on global trade, this industry is exposed to various uncertainties and risk factors. This study specifically focuses on the impact of geopolitical risk, which has gained significant attention in recent years due to events such as the Russia-Ukraine War and the Israel-Hamas War. To analyze this relationship, the study utilizes vector autoregressive model-based causality tests. The research estimates the causal relationship between geopolitical risk indicators and the stock price volatility of five shipping companies listed on the Korea Exchange. The study covers the period from 2000 to 2023. The results indicate the following: Firstly, an increase in geopolitical risk leads to a rise in stock price volatility for shipping companies. Moreover, the impact of actual geopolitical events, rather than just diplomatic disputes, is statistically significant. Lastly, the impact of geopolitical risk is particularly significant in the bulk shipping sector.

본 연구는 지정학적 위기와 해운기업 주식가격 변동성의 인과관계를 분석하였다. 해운산업은 국가간의 교역에 의해서 수요가 파생되는 국제성을 가지기 때문에, 여러 가지 종류의 불확실성과 리스크에 직면하고 있다. 이에 본 연구에서는 최근 러시아-우크라이나 전쟁 및 이스라엘-하마스 전쟁 등으로 부상하고 있는 지정학적 위기가 해운산업에 미치는 영향을 분석하고자 한다. 특히, 지정학적 불확실성이 해운기업의 주식가격 변동성에 미치는 영향에 대해서 분석함으로서 이에 대한 시사점을 제공하고자 한다. 2000~2023년 기간 동안 한국거래소에 상장된 해운기업 5개사의 주식가격 변동성과 지정학적 위기 지수의 관계를 벡터자기회귀모형 기반의 인과성을 검정한 결과, 다음과 같은 결론이 도출되었다. 첫째, 지정학적 위기가 고조될수록 해운기업 주식가격의 변동성은 확대되었다. 둘째, 외교적 마찰로 인한 지정학적 위기보다는 실제 발생하는 이벤트에 의한 지정학적 위기의 영향이 통계적으로 유의하였다. 마지막으로, 지정학적 위기로 인한 주식가격 변동성의 확대는 주로 벌크부문에 나타났다.

Keywords

Acknowledgement

본 논문은 해양수산부 제4차 해운항만물류 전문인력양성사업의 지원을 받아 수행된 연구임

References

  1. Ahn, B. C., Lee, K. H. and Kim, M. H.(2022), "The Inter-correlation Analysis between Oil Prices and Dry Bulk Freight Rates", Journal of Navigation and Port Research, Vol. 46, No. 3, pp. 289-296.
  2. Bakshi, G., Panayotov, G., and Skoulakis, G.(2012), The Baltic Dry Index as a Predictor of Global Stock Returns, Commodity Returns and Global Economic Activity, Working Paper available at SSRN(https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1747345)
  3. Bildirici, M. E., Kayikci, F. and Onat, I. S.(2015), "Baltic Dry Index as a Major Economic Policy Indicator: The Relationship with Economic Growth", Procedia Social and Behavioral Sciences, Vol. 210, pp. 416-424.
  4. Bloomberg, 'Tankers Tied to the Russian Oil Trade Grind to a Halt Follwoing US Sanctions', 13th February 2024, (https://www.bloomberg.com/news/articles/2024-02-13/tankers-tied-to-the-russian-oil-trade-grind-to-a-halt-following-us-sanctions).
  5. Caldara, D. and Iacoviello, M.(2022), "Measuring Geopolitical Risk", American Economic Review, Vol. 112, No. 4, pp. 1194-1225.
  6. Drobetz, W., Gavriilidis, K., Krokida, S. I. and Tsouknidis, D.(2020), "The Effects of Geopolitical Risk and Economic Policy Uncertainty on Dry Bulk Shipping Freight Rates", Applied Economics, Vol. 53, No. 19, pp. 2218-2229.
  7. Fama, E. F.(1970), "Efficient Capital Market: A Review of Theory and Empirical Work", Journal of Finance, Vol. 25, No. 2, pp. 383-417.
  8. Guardian, 'Israel-Gaza War: Will the Red Sea Crisis Lead to a Wider Middle East Conflict?', 2 nd January 2024, (https://www.theguardian.com/world/2024/jan/02/israel-gaza-war-risk-wider-conflict-us-iran-houthi-ships-red-sea).
  9. Khan, K, Su, C. W., Tao, R. and Umar, M.(2021), "How Do Geopolitical risk Affect Oil Prices and Freight Rates?", Ocean & Coastal Management, Vol. 215, pp. 105935.
  10. Ko, B. W.(2023), "Analysis of Shipping Markets using VAR and VECM Models", Korea Trade Review, Vol. 48, No. 3, pp. 69-88.
  11. Kotcharin, S. and Maneenop, S.(2019), "Geopolitical Risk and Shipping Firms' Capital Structure Decisions in Belt and Road Initiative Countries", International Journal of Logistics Research and Applications", DOI : 10.1080/13675567.2020.1766003.
  12. Kotcharin, S. and Maneenop, S.(2020), "Geopolitical Risk and Corporate Cash Holdings in the Shipping Industry", Transportation Research Part E: Logistics and Transportation Review, Vol. 136, pp. 101862.
  13. Lee, S. W. and Kim, J. S.(2014), "International Economics: An Analysis on Relationship between BDI and Financial Markets of Korea", International Area Studies Review, Vol. 18, No. 1, pp. 181-200.
  14. Lin, F. and Sim, N. C.(2013), "Trade, Income and the Baltic Dry Index", European Economic Review, Vol. 59, pp. 1-18.
  15. Nam, H. S., Ahoua, S. and Kim, C. Y.(2023), "A Study on Impact of Geopolitical Risk on Port Throughput in Korea", Journal of Navigation and Port Research, Vol. 47, No. 4, pp. 239-245.
  16. Notteboom, T., Haralambides, H. and Cullinane, K.(2024), "The Red Sea Crisis: Ramifications for Vessel Operations, Shipping Network, and Maritime Supply Chains", Maritime Economics & Logistics, Vol. 26, No. 1, pp. 1-20.
  17. Palaios, P., Triantafyllou, A. and Zombanakis, G.(2024), "Economic and Geopolitical Uncertainty vs Energy Variables: Exploring Connectedness in the LNG Freight Market", Maritime Policy & Management, DOI : 10.1080/03088839.2024.2342784.
  18. Qu, W. and Kim, C. Y.(2023), "Analysis of Causality between Geopolitical Risk and Tanker Freight Rates", Journal of Shipping and Logistics, Vol. 39, No. 2, pp. 179-195.
  19. Rim, J. K., Kim, W. H. and Ko, B. W.(2010), "An Empirical Analysis of the Dry Bulk Market using a Recursive VAR Model", Journal of Shipping and Logistics, Vol. 26, No. 1, pp. 17-35.
  20. UNCTAD(2024), 'Red Sea, Black Sea and Panama Canal: UNCTAD Raises Alarm on Global Trade Disruptions', 26th January 2024, (https://unctad.org/news/red-sea-black-sea-and-panama-canal-unctad-raises-alarm-global-trade-disruptions).
  21. UNCTAD(2022), Review of Maritime Transport 2021.