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Monte-Carlo optimization model for dynamic capital structure adjustment in Chinese public-private partnerships under revenue uncertainty

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  • Liu, Huimin
  • Song, Shuang
  • Hu, Yi
  • Yan, Xue

Abstract

In the case of revenue uncertainty, the static capital structure predefined in the feasibility stage of Public-Private Partnership (PPP) cannot satisfy the need of dynamic adjustment in the capital structure of Chinese PPPs during project operation, thus deteriorating project financial viability in the long run. Therefore, this paper aims to propose a Monte-Carlo optimization model that can enhance the requirement of the dynamic capital structure of PPPs in the uncertain environment regarding the Chinese bridge sector. By quantifying the adjustment cost derived from changes in equity and debt, the proposed model can make a comparison analysis of dynamic capital structures of a specific project in different scenarios with three capital structure adjustment strategies adopted, respectively. In particular, the before-and-after effects and effectiveness derived from the use of government subsidies, capital market financing, and debt financing in adjusting capital structures of a PPP project, respectively, can be compared and evaluated. Based on historic data of the Hangzhou Bay Bridge (HBB) case, the imbalanced roles of the three strategies are unveiled that the strategy of government subsidies has a stronger effect as compared with the other two strategies, thereby enhancing project financial viability and sustainability. The simulation results of the HBB case further indicate that the debt financing strategy, which is the actual strategy applied to HBB can alleviate the short-term project operation pressure, but it may affect the project revenue in the long term, and aggravate the repayment risk of the project. These analyses have uncovered the strategic role of dynamic capital structure in maintaining financial viability and avoiding project bankruptcy. This model fills a gap when we need to deal with changes through dynamic capital structures in PPP projects. Several policy implications are provided in the end for transport PPP projects to improve the survival of PPPs during project operation under revenue uncertainty.

Suggested Citation

  • Liu, Huimin & Song, Shuang & Hu, Yi & Yan, Xue, 2020. "Monte-Carlo optimization model for dynamic capital structure adjustment in Chinese public-private partnerships under revenue uncertainty," Transportation Research Part A: Policy and Practice, Elsevier, vol. 142(C), pages 115-128.
  • Handle: RePEc:eee:transa:v:142:y:2020:i:c:p:115-128
    DOI: 10.1016/j.tra.2020.10.010
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    as
    1. Song, Jinbo & Jin, Lulu & Zhao, Yunpeng & Hu, Wenjin, 2017. "Using bargaining-game model to negotiate compensation for the early termination of BOT highway projects," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 197-209.
    2. Jingfeng Yuan & Wenying Ji & Jiyue Guo & Mirosław J. Skibniewski, 2019. "Simulation-based dynamic adjustments of prices and subsidies for transportation PPP projects based on stakeholders’ satisfaction," Transportation, Springer, vol. 46(6), pages 2309-2345, December.
    3. Goldstein, Robert & Ju, Nengjiu & Leland, Hayne, 2001. "An EBIT-Based Model of Dynamic Capital Structure," The Journal of Business, University of Chicago Press, vol. 74(4), pages 483-512, October.
    4. Song, Jinbo & Zhao, Yunpeng & Jin, Lulu & Sun, Yan, 2018. "Pareto optimization of public-private partnership toll road contracts with government guarantees," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 158-175.
    5. Lev, Baruch & Pekelman, Dov, 1975. "A Multiperiod Adjustment Model for the Firm's Capital Structure," Journal of Finance, American Finance Association, vol. 30(1), pages 75-91, March.
    6. McMillan, David G. & Camara, Omar, 2012. "Dynamic capital structure adjustment: US MNCs & DCs," Journal of Multinational Financial Management, Elsevier, vol. 22(5), pages 278-301.
    7. Carpintero, Samuel & Gomez-Ibañez, Jose A., 2011. "Mexico's private toll road program reconsidered," Transport Policy, Elsevier, vol. 18(6), pages 848-855, November.
    8. Shah, Salman & Thakor, Anjan V., 1987. "Optimal capital structure and project financing," Journal of Economic Theory, Elsevier, vol. 42(2), pages 209-243, August.
    9. Michael Garvin & Charles Cheah, 2004. "Valuation techniques for infrastructure investment decisions," Construction Management and Economics, Taylor & Francis Journals, vol. 22(4), pages 373-383.
    10. Xin Chang & Sudipto Dasgupta, 2011. "Monte Carlo Simulations and Capital Structure Research," International Review of Finance, International Review of Finance Ltd., vol. 11(1), pages 19-55, March.
    11. Jing Du & Hongyue Wu & Ruoyu Jin, 2019. "Capital Structure of Public–Private Partnership Projects: A Sustainability Perspective," Sustainability, MDPI, vol. 11(13), pages 1-25, June.
    12. Alan Kraus & Ronald J. Huefner, 1972. "Cash-Flow Patterns and the Choices of a Depreciation Method," Bell Journal of Economics, The RAND Corporation, vol. 3(1), pages 316-334, Spring.
    13. Miles, James A. & Ezzell, John R., 1980. "The Weighted Average Cost of Capital, Perfect Capital Markets, and Project Life: A Clarification," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 15(3), pages 719-730, September.
    14. K.C. Iyer & Mohammed Sagheer, 2011. "A real options based traffic risk mitigation model for build-operate-transfer highway projects in India," Construction Management and Economics, Taylor & Francis Journals, vol. 29(8), pages 771-779, June.
    15. Drobetz, Wolfgang & Gounopoulos, Dimitrios & Merikas, Andreas & Schröder, Henning, 2013. "Capital structure decisions of globally-listed shipping companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 52(C), pages 49-76.
    16. Christensen, Peter Ove & Flor, Christian Riis & Lando, David & Miltersen, Kristian R., 2014. "Dynamic capital structure with callable debt and debt renegotiations," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 644-661.
    17. Lorenzo Riccardi, 2016. "China Accounting Standards," Springer Books, Springer, number 978-981-10-0006-5, December.
    18. Wolfgang Drobetz & Gabrielle Wanzenried, 2006. "What determines the speed of adjustment to the target capital structure?," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 941-958.
    19. Jing Du & Hongyue Wu & Xianbo Zhao, 2018. "Critical Factors on the Capital Structure of Public–Private Partnership Projects: A Sustainability Perspective," Sustainability, MDPI, vol. 10(6), pages 1-27, June.
    20. Huimin Liu & Canhui Jiang & Yan Liu & Marcel Hertogh & Xue Lyu, 2018. "Optimism Bias Evaluation and Decision-Making Risk Forecast on Bridge Project Cost Based on Reference Class Forecasting: Evidence from China," Sustainability, MDPI, vol. 10(11), pages 1-29, October.
    21. Fischer, Edwin O & Heinkel, Robert & Zechner, Josef, 1989. " Dynamic Capital Structure Choice: Theory and Tests," Journal of Finance, American Finance Association, vol. 44(1), pages 19-40, March.
    22. Wang, Yinglin & Gao, Huaizhu Oliver & Liu, Jicai, 2019. "Incentive game of investor speculation in PPP highway projects based on the government minimum revenue guarantee," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 20-34.
    23. Karlaftis, Matt G. & McCarthy, Patrick, 1998. "Operating subsidies and performance in public transit: an empirical study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(5), pages 359-375, September.
    24. Fisher, Irving, 1907. "The Rate of Interest," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number fisher1907.
    25. Dockner, Engelbert J. & Hartl, Richard F. & Kort, Peter M., 2019. "Dynamic capital structure choice and investment timing," Journal of Economic Dynamics and Control, Elsevier, vol. 102(C), pages 70-80.
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