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Market driven ship investment decision using the real option approach

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  • Kou, Ying
  • Luo, Meifeng

Abstract

This paper analyzes ship investment behavior where the main driving force is future freight earnings. The shipping market is cyclic and uncertain, and the decision is whether to invest ships now or later. Theoretically, we found the trigger rates—the necessary freight rates for profitable ship investment—for both the net present value (NPV) and real option approach (ROA), assuming that future freight earnings follow a mean reverting stochastic process. The combination of these trigger rates provides the necessary and sufficient conditions for immediate investment. Empirically, we estimated the trigger rates for the whole sample from January 1976 to July 2014, as well as sub-samples that take into account structural changes in the shipping market. Both theoretical and empirical results show that ship investment decisions can be made based on the relationships between the current freight rate and the trigger rates from NPV and ROA. If the freight rate cannot make NPV positive, no investment should be considered. Immediate investment is only recommended when the freight rate is higher than the trigger rate using ROA. Sensitivity analysis shows that the trigger rate is most sensitive to changes in the long-run mean of the freight rate. A simple regression analysis indicates that our model can explain market driven ship investment activities in the past. In addition, results that incorporate structural breaks in the shipping market are closer to actual investment behavior in the market.

Suggested Citation

  • Kou, Ying & Luo, Meifeng, 2018. "Market driven ship investment decision using the real option approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 714-729.
    • Handle: RePEc:eee:transa:v:118:y:2018:i:c:p:714-729
    DOI: 10.1016/j.tra.2018.10.016
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    1. Manolis G. Kavussanos & Amir H. Alizadeh, 2002. "Efficient pricing of ships in the dry bulk sector of the shipping industry," Maritime Policy & Management, Taylor & Francis Journals, vol. 29(3), pages 303-330.
    2. Dixit, Avinash K, 1989. "Entry and Exit Decisions under Uncertainty," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 620-638, June.
    3. Manolis G. Kavussanos & Amir H. Alizadeh-M, 2002. "The Expectations Hypothesis of the Term Structure and Risk Premiums in Dry Bulk Shipping Freight Markets," Journal of Transport Economics and Policy, University of Bath, vol. 36(2), pages 267-304, May.
    4. Tsekrekos, Andrianos E., 2010. "The effect of mean reversion on entry and exit decisions under uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 725-742, April.
    5. Schwartz, Eduardo S, 1997. "The Stochastic Behavior of Commodity Prices: Implications for Valuation and Hedging," Journal of Finance, American Finance Association, vol. 52(3), pages 923-973, July.
    6. Helen Bendall & Alan F. Stent, 2003. "Investment strategies in market uncertainty," Maritime Policy & Management, Taylor & Francis Journals, vol. 30(4), pages 293-303, October.
    7. Bar-Ilan, Avner & Strange, William C., 1996. "Urban Development with Lags," Journal of Urban Economics, Elsevier, vol. 39(1), pages 87-113, January.
    8. Steen Koekebakker & Roar Adland & Sigbjørn Sødal, 2006. "Are Spot Freight Rates Stationary?," Journal of Transport Economics and Policy, University of Bath, vol. 40(3), pages 449-472, September.
    9. Bhattacharya, Sudipto, 1978. "Project Valuation with Mean-Reverting Cash Flow Streams," Journal of Finance, American Finance Association, vol. 33(5), pages 1317-1331, December.
    10. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    11. Pindyck, Robert S, 1988. "Irreversible Investment, Capacity Choice, and the Value of the Firm," American Economic Review, American Economic Association, vol. 78(5), pages 969-985, December.
    12. Peter Lorange, 2001. "Strategic re-thinking in shipping companies," Maritime Policy & Management, Taylor & Francis Journals, vol. 28(1), pages 23-32, January.
    13. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    14. Jostein Tvedt, 2003. "Shipping market models and the specification of freight rate processes," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(4), pages 327-346, December.
    15. Adland, Roar & Cullinane, Kevin, 2006. "The non-linear dynamics of spot freight rates in tanker markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(3), pages 211-224, May.
    16. Metcalf, Gilbert E. & Hassett, Kevin A., 1995. "Investment under alternative return assumptions Comparing random walks and mean reversion," Journal of Economic Dynamics and Control, Elsevier, vol. 19(8), pages 1471-1488, November.
    17. Veenstra, Albert Willem & Franses, Philip Hans, 1997. "A co-integration approach to forecasting freight rates in the dry bulk shipping sector," Transportation Research Part A: Policy and Practice, Elsevier, vol. 31(6), pages 447-458, November.
    18. Ying Kou & Meifeng Luo & Yifei Zhao, 2018. "Examining the theoretical–empirical inconsistency on stationarity of shipping freight rate," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(2), pages 145-158, February.
    19. Pindyck, Robert S, 1982. "Adjustment Costs, Uncertainty, and the Behavior of the Firm," American Economic Review, American Economic Association, vol. 72(3), pages 415-427, June.
    20. Grenadier, Steven R. & Weiss, Allen M., 1997. "Investment in technological innovations: An option pricing approach," Journal of Financial Economics, Elsevier, vol. 44(3), pages 397-416, June.
    21. Helen B Bendall & Alan F Stent, 2005. "Ship Investment under Uncertainty: Valuing a Real Option on the Maximum of Several Strategies," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 7(1), pages 19-35, March.
    22. Sarkar, Sudipto, 2003. "The effect of mean reversion on investment under uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 28(2), pages 377-396, November.
    23. Ying Kou & Meifeng Luo, 2016. "Strategic capacity competition and overcapacity in shipping," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(4), pages 389-406, May.
    24. Brennan, Michael J & Schwartz, Eduardo S, 1985. "Evaluating Natural Resource Investments," The Journal of Business, University of Chicago Press, vol. 58(2), pages 135-157, April.
    25. Ying Kou & Meifeng Luo, 2015. "Modelling the Relationship between Ship Price and Freight Rate with Structural Changes," Journal of Transport Economics and Policy, University of Bath, vol. 49(2), pages 276-294, April.
    26. Lin, Tyrone T. & Huang, Shio-Ling, 2011. "Application of the modified Tobin's q to an uncertain energy-saving project with the real options concept," Energy Policy, Elsevier, vol. 39(1), pages 408-420, January.
    27. Helen B. Bendall & Alan F. Stent, 2007. "Maritime investment strategies with a portfolio of real options," Maritime Policy & Management, Taylor & Francis Journals, vol. 34(5), pages 441-452, October.
    28. Sødal, Sigbjørn & Koekebakker, Steen & Aadland, Roar, 2008. "Market switching in shipping -- A real option model applied to the valuation of combination carriers," Review of Financial Economics, Elsevier, vol. 17(3), pages 183-203, August.
    29. Abel, Andrew B, 1983. "Optimal Investment under Uncertainty," American Economic Review, American Economic Association, vol. 73(1), pages 228-233, March.
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