DOI QR코드

DOI QR Code

An Empirical Analysis on the Long-term Balance of Bunker Oil Prices Using the Co-integration Model and Vector Error Correction Model

공적분·벡터오차수정모형을 활용한 벙커유 가격의 장기균형 수렴에 관한 실증분석

  • Ahn, Young-Gyun (Maritime Industry Research Department, Korea Maritime Institute) ;
  • Lee, Min-Kyu (Graduate School of Management of Technology, Pukyong National University)
  • 안영균 (한국해양수산개발원) ;
  • 이민규 (부경대학교 기술경영전문대학원)
  • Received : 2019.01.14
  • Accepted : 2019.02.24
  • Published : 2019.02.28

Abstract

This study performs a factor analysis that affects the bunker oil price using the Co-integration model and Vector Error Correction Model (VECM). For this purpose, we use data from Clarkson and the analysis results show 17.6% decrease in bunker oil price when the amount of crude oil production increases at 1.0%, 10.3% increase in bunker oil price when the seaborne trade volume increases at 1.0%, 1.0% decrease in bunker oil price when total volume of vessels increases at 1.0%, and 0.003% increase in bunker oil price when 1.0% increase in world GDP, respectively. This study is meaningful in that this study estimates the speed of convergence to long-term equilibrium and identifies the price adjust mechanism which naturally exists in bunker oil market. And it is expected that the future study can provide statistically more meaningful econometric results if it can obtain data during more long-periods and use more various kinds of explanatory variables.

Keywords

References

  1. Ahn, Y. G. and M. K. Lee (2018), "Factor Analysis Affecting on the Charterage of Cape Size Bulk Carriers", Korea Trade Review, 43(3), 125-145. https://doi.org/10.22659/KTRA.2018.43.3.125
  2. Banumathy, K. and R. Azhagaiah (2015), "Long-run and Short-run Causality between Stock Price and Gold Price: Evidence of VECM Analysis from India", Management Studies and Economic Systems, 1(4), 247-256. https://doi.org/10.12816/0019391
  3. Ghosh, S., L, H. Lee and S, H. Ng (2015), "Bunkering Decisions for a Shipping Liner in an Uncertain Environment with Service Contract", European Journal of Operational Research, 244(3), 792-802. https://doi.org/10.1016/j.ejor.2015.02.012
  4. Jin, I. (2014), "Analysis on the Relation between Exchange Rate and International Reserve: An Vector Error Correction Model", Journal of Money & Finance, 28(4), 91-141.
  5. Kim, J. D., S. M. Kim, S. K. Kim, J. K. Lee and S. H. Choe (2007), "An Analysis on the Structural Change of Domestic Petrochemical Industry by the Investment-entry in China: Mainly the Case of L Company's ABS Business", Korea Trade Review, 32(2), 311-329.
  6. Kim, H. G. (2016), "Gasoline Price Determinants in Korean Market Using Panel Quantile Regression: Price Competition vs. Non-price Competition", Korean Energy Economic Review, 15(1), 69-98.
  7. Lee, C. B. and S. Y. Park (2007), "A Comparative Study on the Competitiveness of an Oil Logistics Hub among Northeast Asian Countries", Korea Trade Review, 32(1), 37-63.
  8. Notteboom, T. E. and B. Vernimmen (2009), "The Effect of High Fuel Costs on Liner Service Configuration in Container Shipping", Journal of Transport Geographyh, 17(5), 325-337. https://doi.org/10.1016/j.jtrangeo.2008.05.003
  9. Pedrielli, G., L. H. Lee and S. H. Ng (2015), "Optimal Bunkering Contract in a Buyer-Seller Supply Chain under Price and Consumption Uncertainty", Transportation Research Part E: Logistics and Transportation Review, 77, 77-94. https://doi.org/10.1016/j.tre.2015.02.010
  10. Stefanakos, C. N. and O. Schinas (2014), "Forecasting Bunker Prices: A Nonstationary, Multivariate Methodology", Transportation Research Part C: Emerging Technologies, 38, 177-194. https://doi.org/10.1016/j.trc.2013.11.017
  11. Wang, Y., Q. Meng and H. Kuang (2018), "Jointly Optimizing Ship Sailing Speed and Bunker Purchase in Liner Shipping with Distribution-free Stochastic Bunker Prices", Transportation Research Part C: Emerging Technologies, 89, 35-52. https://doi.org/10.1016/j.trc.2018.01.020
  12. Yoo, B. J. and S. M. Jeon (2014), "An Empirical Analysis of the Regulation Effects on Webboard Games Using VECM", Asia-Pacific Journal of Business Venturing and Entrepreneurship, 9(6), 109-115. https://doi.org/10.16972/APJBVE.9.6.201412.109