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Capacity investment decisions of two competing ports under uncertainty: A strategic real options approach

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  • Balliauw, Matteo
  • Kort, Peter M.
  • Zhang, Anming

Abstract

Ports worldwide operate in an uncertain environment and compete with nearby ports to attract cargo. The extent of competition is influenced by the geographical location and differentiated services offered at ports. In this paper, we study the flexible investment decision of two ports with an option to delay investment in a capacity level that is not ex-ante determined. Ports compete on quantity (Cournot competition) under demand uncertainty and congestion. In a leader-follower timing game, we consider both the entry deterrence and accommodation strategies for the leader port. If one of the ports only has a limited cost advantage, the leader role will be endogenous and will be the result of preemption. Uncertainty is included in the model by a geometric Brownian motion, allowing us to analyse the impact of growth and uncertainty (variability) independently. We find that higher growth, uncertainty and port customers’ aversion to waiting lead to a larger project installed at a later moment. If competition intensifies however, the option value of waiting is reduced, leading to earlier investment, but surprisingly also in less capacity. Finally, if more shares of the ports are publicly owned, the investment will be larger and will take place earlier.

Suggested Citation

  • Balliauw, Matteo & Kort, Peter M. & Zhang, Anming, 2019. "Capacity investment decisions of two competing ports under uncertainty: A strategic real options approach," Transportation Research Part B: Methodological, Elsevier, vol. 122(C), pages 249-264.
  • Handle: RePEc:eee:transb:v:122:y:2019:i:c:p:249-264
    DOI: 10.1016/j.trb.2019.01.007
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    1. Kuno J.M. Huisman & Peter M. Kort, 2015. "Strategic capacity investment under uncertainty," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 376-408, June.
    2. Bart Wiegmans & Behzad Behdani, 2018. "A review and analysis of the investment in, and cost structure of, intermodal rail terminals," Transport Reviews, Taylor & Francis Journals, vol. 38(1), pages 33-51, January.
    3. Changmin Jiang & Yulai Wan & Anming Zhang, 2017. "Internalization of port congestion: strategic effect behind shipping line delays and implications for terminal charges and investment," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(1), pages 112-130, January.
    4. Talley, Wayne K. & Ng, ManWo & Marsillac, Erika, 2014. "Port service chains and port performance evaluation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 69(C), pages 236-247.
    5. Zhang, Anming & Czerny, Achim I., 2012. "Airports and airlines economics and policy: An interpretive review of recent research," Economics of Transportation, Elsevier, vol. 1(1), pages 15-34.
    6. Lindsey, Robin & de Palma, André, 2014. "Cost recovery from congestion tolls with long-run uncertainty," Economics of Transportation, Elsevier, vol. 3(2), pages 119-132.
    7. H. Meersman & E. Van De Voorde & T. Vanelslander, 2010. "Port Competition Revisited," Review of Business and Economic Literature, Intersentia, vol. 55(2), pages 210-233, June.
    8. F. Coppens & F. Lagneaux & G. van Gastel & H. Meersman & N. Sellekaerts & E. Van de Voorde & Th. Vanelslander & A. Verhetsel, 2007. "Economic impact of port activity : a disaggregate analysis. The case of Antwerp," Working Paper Document 110, National Bank of Belgium.
    9. De Borger, B. & Dunkerley, F. & Proost, S., 2007. "Strategic investment and pricing decisions in a congested transport corridor," Journal of Urban Economics, Elsevier, vol. 62(2), pages 294-316, September.
    10. De Borger, B. & Proost, S. & Van Dender, K., 2005. "Congestion and tax competition in a parallel network," European Economic Review, Elsevier, vol. 49(8), pages 2013-2040, November.
    11. Luis C. Corchón & Marco A. Marini (ed.), 2018. "Handbook of Game Theory and Industrial Organization, Volume I," Books, Edward Elgar Publishing, number 16873.
    12. De Borger, Bruno & Van Dender, Kurt, 2006. "Prices, capacities and service levels in a congestible Bertrand duopoly," Journal of Urban Economics, Elsevier, vol. 60(2), pages 264-283, September.
    13. Azevedo, Alcino & Paxson, Dean, 2014. "Developing real option game models," European Journal of Operational Research, Elsevier, vol. 237(3), pages 909-920.
    14. Xiao, Yibin & Fu, Xiaowen & Zhang, Anming, 2013. "Demand uncertainty and airport capacity choice," Transportation Research Part B: Methodological, Elsevier, vol. 57(C), pages 91-104.
    15. Huberts, N.F.D. & Dawid, H. & Huisman, K.J.M. & Kort, P.M., 2019. "Entry deterrence by timing rather than overinvestment in a strategic real options framework," European Journal of Operational Research, Elsevier, vol. 274(1), pages 165-185.
    16. Ishii, Masahiro & Lee, Paul Tae-Woo & Tezuka, Koichiro & Chang, Young-Tae, 2013. "A game theoretical analysis of port competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 49(1), pages 92-106.
    17. Yibin Xiao & Adolf K.Y. Ng & Hangjun Yang & Xiaowen Fu, 2012. "An Analysis of the Dynamics of Ownership, Capacity Investments and Pricing Structure of Ports," Transport Reviews, Taylor & Francis Journals, vol. 32(5), pages 629-652, June.
    18. Michail Chronopoulos & Verena Hagspiel & Stein-Erik Fleten, 2017. "Stepwise investment and capacity sizing under uncertainty," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 39(2), pages 447-472, March.
    19. Bruno De Borger & Stef Proost & Kurt Van Dender, 2008. "Private Port Pricing and Public Investment in Port and Hinterland Capacity," Journal of Transport Economics and Policy, University of Bath, vol. 42(3), pages 527-561, September.
    20. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    21. Bruno De Borger & Denis De Bruyne, 2011. "Port Activities, Hinterland Congestion, and Optimal Government Policies The Role of Vertical Integration in Logistic Operations," Journal of Transport Economics and Policy, University of Bath, vol. 45(2), pages 247-275, May.
    22. Bichou, K. & Gray, R., 2005. "A critical review of conventional terminology for classifying seaports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(1), pages 75-92, January.
    23. Koi Yu (Adolf) Ng, 2006. "Assessing the Attractiveness of Ports in the North European Container Transhipment Market: An Agenda for Future Research in Port Competition," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(3), pages 234-250, September.
    24. Bresnahan, Timothy F., 1989. "Empirical studies of industries with market power," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 17, pages 1011-1057, Elsevier.
    25. H. Meersman & E. Van De Voorde & T. Vanelslander, 2010. "Port Competition Revisited," Review of Business and Economic Literature, Intersentia, vol. 0(2), pages 210-233, June.
    26. James A. Brander & Anming Zhang, 1990. "Market Conduct in the Airline Industry: An Empirical Investigation," RAND Journal of Economics, The RAND Corporation, vol. 21(4), pages 567-583, Winter.
    27. Flavio M. Menezes & Marcin Pracz & Rod Tyers, 2007. "Strategic Interaction amongst Australia's East Coast Ports," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 40(3), pages 267-278, September.
    28. Luis C. Corchón & Marco A. Marini (ed.), 2018. "Handbook of Game Theory and Industrial Organization, Volume II," Books, Edward Elgar Publishing, number 17978.
    29. MEERSMAN, Hilde & VAN DE VOORDE, Eddy, 2014. "Port capacity extension. A trade-off between public investment and shipping companies' time losses," Working Papers 2014009, University of Antwerp, Faculty of Business and Economics.
    30. HEAVER, T. & MEERSMAN, Hilde & MOGLIA, F. & VAN DE VOORDE ,Eddy, "undated". "Do mergers and alliances influence European shipping and port competition?," Working Papers 2000001, University of Antwerp, Faculty of Business and Economics.
    31. Nick Huberts & Kuno Huisman & Peter Kort & Maria Lavrutich, 2015. "Capacity Choice in (Strategic) Real Options Models: A Survey," Dynamic Games and Applications, Springer, vol. 5(4), pages 424-439, December.
    32. Hangjun Yang & Anming Zhang, 2012. "Impact of Regulation on Transport Infrastructure Capacity and Service Quality," Journal of Transport Economics and Policy, University of Bath, vol. 46(3), pages 415-430, September.
    33. Bar-Ilan, Avner & Strange, William C, 1996. "Investment Lags," American Economic Review, American Economic Association, vol. 86(3), pages 610-622, June.
    34. Grzegorz Pawlina & Peter M. Kort, 2006. "Real Options in an Asymmetric Duopoly: Who Benefits from Your Competitive Disadvantage?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(1), pages 1-35, March.
    35. 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.
    36. Zhang, Anming & Zhang, Yimin, 2006. "Airport capacity and congestion when carriers have market power," Journal of Urban Economics, Elsevier, vol. 60(2), pages 229-247, September.
    37. Kevin Cullinane & Yahui Teng & Teng-Fei Wang, 2005. "Port competition between Shanghai and Ningbo," Maritime Policy & Management, Taylor & Francis Journals, vol. 32(4), pages 331-346, October.
    38. Paul Tae-Woo Lee & Matthew Flynn, 2011. "Charting a New Paradigm of Container Hub Port Development Policy: The Asian Doctrine," Transport Reviews, Taylor & Francis Journals, vol. 31(6), pages 791-806.
    39. Emile Quinet & Roger Vickerman, 2004. "Principles of Transport Economics," Books, Edward Elgar Publishing, number 2581.
    40. Dangl, Thomas, 1999. "Investment and capacity choice under uncertain demand," European Journal of Operational Research, Elsevier, vol. 117(3), pages 415-428, September.
    41. Yulai Wan & Anming Zhang, 2013. "Urban Road Congestion and Seaport Competition," Journal of Transport Economics and Policy, University of Bath, vol. 47(1), pages 55-70, January.
    42. Peran van Reeven, 2010. "The Effect of Competition on Economic Rents in Seaports," Journal of Transport Economics and Policy, University of Bath, vol. 44(1), pages 79-92, January.
    43. Nirvikar Singh & Xavier Vives, 1984. "Price and Quantity Competition in a Differentiated Duopoly," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 546-554, Winter.
    44. Chen, Hsiao-Chi & Liu, Shi-Miin, 2016. "Should ports expand their facilities under congestion and uncertainty?," Transportation Research Part B: Methodological, Elsevier, vol. 85(C), pages 109-131.
    45. Wouter Jacobs, 2007. "PORT COMPETITION BETWEEN LOS ANGELES and LONG BEACH: AN INSTITUTIONAL ANALYSIS," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 98(3), pages 360-372, July.
    46. T. Heaver & H. Meersman & F. Moglia & E. Van De Voorde, 2000. "Do mergers and alliances influence European shipping and port competition?," Maritime Policy & Management, Taylor & Francis Journals, vol. 27(4), pages 363-373.
    47. Hagspiel, Verena & Huisman, Kuno J.M. & Kort, Peter M., 2016. "Volume flexibility and capacity investment under demand uncertainty," International Journal of Production Economics, Elsevier, vol. 178(C), pages 95-108.
    48. Vilko, Jyri P.P. & Hallikas, Jukka M., 2012. "Risk assessment in multimodal supply chains," International Journal of Production Economics, Elsevier, vol. 140(2), pages 586-595.
    49. Yulai Wan & Anming Zhang & Andrew C.L. Yuen, 2013. "Urban road congestion, capacity expansion and port competition: empirical analysis of US container ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 40(5), pages 417-438, September.
    50. Heaver, T. & Meersman, H. & Moglia, F. & van de Voorde, E., 2000. "Do Mergers and Alliances Influence European Shipping and Port Competition?," Research Papers 24175, University of Antwerp, Faculty of Applied Economic Sciences.
    51. Shinsuke Kamoto & Masaya Okawa, 2014. "Market Entry, Capacity Choice, and Product Differentiation in Duopolistic Competition under Uncertainty," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 35(8), pages 503-522, December.
    52. Asteris, Michael & Collins, Alan & Jones, Dylan F., 2012. "Container port infrastructure in north-west Europe: Policy-level modeling," Journal of Policy Modeling, Elsevier, vol. 34(2), pages 312-324.
    53. David M. Kreps & Jose A. Scheinkman, 1983. "Quantity Precommitment and Bertrand Competition Yield Cournot Outcomes," Bell Journal of Economics, The RAND Corporation, vol. 14(2), pages 326-337, Autumn.
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