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Technology Choice under Emission Regulation Uncertainty in International Container Shipping

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  • Haehl, Christian
  • Spinler, Stefan

Abstract

We present a real options approach to evaluate technology and capacity choices under regulatory uncertainty. Our two-phase, regime-switching model includes the option of investing in different technologies as well as a charter and layup option, respectively. For a base-case version of this model, we derive an analytical solution before studying the effect of regulatory uncertainty in a numerical extension that relaxes certain restrictive assumptions. We then describe three regulatory regimes, an emissions cap, an emissions tax and a cap-and-trade market, and compare how effectively each reduces emissions. Applying the model to maritime container shipping, we develop insights on the optimal technology choice for reducing SOx emissions. We find that regulatory uncertainty can increase not only project values but also owned capacity. From a regulatory perspective, an emissions cap reduces emissions more effectively whereas an emissions tax reduces the cost of regulation. The cap-and-trade market emerges in many respects as superior to an emissions tax. Finally, we show that setting the emissions cap level—or deciding on the level above which an emissions tax or emissions trade apply—is critical because reduction in total industry emissions are not necessarily continuous.

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  • Haehl, Christian & Spinler, Stefan, 2020. "Technology Choice under Emission Regulation Uncertainty in International Container Shipping," European Journal of Operational Research, Elsevier, vol. 284(1), pages 383-396.
  • Handle: RePEc:eee:ejores:v:284:y:2020:i:1:p:383-396
    DOI: 10.1016/j.ejor.2019.12.025
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    as
    1. Hassett, Kevin A & Metcalf, Gilbert E, 1999. "Investment with Uncertain Tax Policy: Does Random Tax Policy Discourage Investment?," Economic Journal, Royal Economic Society, vol. 109(457), pages 372-393, July.
    2. Williams, Joseph T, 1993. "Equilibrium and Options on Real Assets," Review of Financial Studies, Society for Financial Studies, vol. 6(4), pages 825-850.
    3. Ritzenhofen, Ingmar & Spinler, Stefan, 2016. "Optimal design of feed-in-tariffs to stimulate renewable energy investments under regulatory uncertainty — A real options analysis," Energy Economics, Elsevier, vol. 53(C), pages 76-89.
    4. David F. Drake & Paul R. Kleindorfer & Luk N. Van Wassenhove, 2016. "Technology Choice and Capacity Portfolios under Emissions Regulation," Production and Operations Management, Production and Operations Management Society, vol. 25(6), pages 1006-1025, June.
    5. Bar-Ilan, Avner & Strange, William C, 1996. "Investment Lags," American Economic Review, American Economic Association, vol. 86(3), pages 610-622, June.
    6. Kira R. Fabrizio, 2013. "The Effect of Regulatory Uncertainty on Investment: Evidence from Renewable Energy Generation," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(4), pages 765-798, August.
    7. Rodriguez Lopez, Juan Miguel & Sakhel, Alice & Busch, Timo, 2017. "Corporate investments and environmental regulation: The role of regulatory uncertainty, regulation-induced uncertainty, and investment history," European Management Journal, Elsevier, vol. 35(1), pages 91-101.
    8. 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.
    9. Helen Bendall & Alan F. Stent, 2003. "Investment strategies in market uncertainty," Maritime Policy & Management, Taylor & Francis Journals, vol. 30(4), pages 293-303, October.
    10. Felipe L. Aguerrevere, 2003. "Equilibrium Investment Strategies and Output Price Behavior: A Real-Options Approach," Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1239-1272.
    11. Rau, Philipp & Spinler, Stefan, 2017. "Alliance formation in a cooperative container shipping game: Performance of a real options investment approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 101(C), pages 155-175.
    12. Spinler, Stefan & Huchzermeier, Arnd, 2006. "The valuation of options on capacity with cost and demand uncertainty," European Journal of Operational Research, Elsevier, vol. 171(3), pages 915-934, June.
    13. Steven R. Grenadier, 2002. "Option Exercise Games: An Application to the Equilibrium Investment Strategies of Firms," Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 691-721.
    14. Rau, Philipp & Spinler, Stefan, 2016. "Investment into container shipping capacity: A real options approach in oligopolistic competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 93(C), pages 130-147.
    15. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    16. 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.
    17. Sigbjørn Sødal & Steen Koekebakker & Roar Adland, 2009. "Value based trading of real assets in shipping under stochastic freight rates," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2793-2807.
    18. Volker H. Hoffmann & Thomas Trautmann & Jens Hamprecht, 2009. "Regulatory Uncertainty: A Reason to Postpone Investments? Not Necessarily," Journal of Management Studies, Wiley Blackwell, vol. 46(7), pages 1227-1253, November.
    19. Z. I. Botev, 2017. "The normal law under linear restrictions: simulation and estimation via minimax tilting," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(1), pages 125-148, January.
    20. Janne Kettunen, Derek W. Bunn and William Blyth & Derek W. Bunn & William Blyth, 2011. "Investment Propensities under Carbon Policy Uncertainty," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 77-118.
    21. 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.
    22. Kevin A. Hassett, 1999. "Tax Policy and Investment," Books, American Enterprise Institute, number 53049, September.
    23. Peter S. Reinelt & David W. Keith, 2007. "Carbon Capture Retrofits and the Cost of Regulatory Uncertainty," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 101-128.
    24. Fuss, Sabine & Johansson, Daniel J.A. & Szolgayova, Jana & Obersteiner, Michael, 2009. "Impact of climate policy uncertainty on the adoption of electricity generating technologies," Energy Policy, Elsevier, vol. 37(2), pages 733-743, February.
    25. 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.
    26. Boomsma, Trine Krogh & Meade, Nigel & Fleten, Stein-Erik, 2012. "Renewable energy investments under different support schemes: A real options approach," European Journal of Operational Research, Elsevier, vol. 220(1), pages 225-237.
    27. Felipe L. Aguerrevere, 2009. "Real Options, Product Market Competition, and Asset Returns," Journal of Finance, American Finance Association, vol. 64(2), pages 957-983, April.
    28. Blyth, William & Bradley, Richard & Bunn, Derek & Clarke, Charlie & Wilson, Tom & Yang, Ming, 2007. "Investment risks under uncertain climate change policy," Energy Policy, Elsevier, vol. 35(11), pages 5766-5773, November.
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