Decision Framework for Efficient Risk Mitigation in BOT Highway Infrastructure Service Projects
Publication: Journal of Construction Engineering and Management
Volume 149, Issue 9
Abstract
Revenue risk is the most critical factor that hampers the long-term viability of highway infrastructure service projects. This paper develops an integrated multi-method decision framework to evaluate and compare multiple revenue risk mitigation strategies for build-operate-transfer (BOT) highway infrastructure concessions. Using the project data of a real highway BOT case project in India, this paper models and evaluates various risk mitigation strategies on different performance metrics using Monte Carlo simulation analysis. The technical efficiencies of the risk mitigation strategies are estimated using data envelopment analysis (DEA) and efficient strategies are identified. The findings suggest that strategies comprising appropriate combinations of minimum revenue guarantee, excess revenue share, and revenue shortfall loan mitigate the revenue risk most efficiently. The decision framework and the findings facilitate efficient public infrastructure contract design by policymakers and set multiple research directions.
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Data Availability Statement
The data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request. The project documents used for the analysis are available at https://doi.org/10.7910/DVN/2X1DE6.
Acknowledgments
No funding or grant has been received for this research. We gratefully thank the editorial team and the anonymous reviewers for their valuable suggestions and feedback in improving the quality of the paper.
References
Ashuri, B., H. Kashani, K. R. Molenaar, S. Lee, and J. Lu. 2012. “Risk-neutral pricing approach for evaluating BOT highway projects with government minimum revenue guarantee options.” J. Constr. Eng. Manage. 138 (4): 545–557. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000447.
Attarzadeh, M., D. K. H. Chua, M. Beer, and E. L. S. Abbott. 2017. “Options-based negotiation management of PPP–BOT infrastructure projects.” Construct. Manage. Econ. 35 (11–12): 676–692. https://doi.org/10.1080/01446193.2017.1325962.
Bain, R. 2009. “Error and optimism bias in toll road traffic forecasts.” Transportation 36 (5): 469–482. https://doi.org/10.1007/s11116-009-9199-7.
Banker, R. D., A. Charnes, and W. W. Cooper. 1984. “Some models for estimating technical and scale inefficiencies in data envelopment analysis.” Manage. Sci. 30 (9): 1031–1142. https://doi.org/10.1287/mnsc.30.9.1078.
Besley, T., and M. Ghatak. 2001. “Government versus private ownership of public goods.” Q. J. Econ. 116 (4): 1343–1372. https://doi.org/10.1162/003355301753265598.
Brandao, L. E., and E. Saraiva. 2008. “The option value of government guarantees in infrastructure projects.” Construct. Manage. Econ. 26 (11): 1171–1180. https://doi.org/10.1080/01446190802428051.
Brandão, L. E., C. Bastian-Pinto, L. L. Gomes, and M. Labes. 2012. “Government supports in public-private partnership contracts: Metro Line 4 of the São Paulo Subway System.” J. Infrastruct. Syst. 18 (3): 218–225. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000095.
Buyukyoran, F., and S. Gundes. 2018. “Optimized real options-based approach for government guarantees in PPP toll road projects.” Construct. Manage. Econ. 36 (4): 203–216. https://doi.org/10.1080/01446193.2017.1347267.
Carbonara, N., N. Costantino, and R. Pellegrino. 2014. “Revenue guarantee in public-private partnerships: A fair risk allocation model.” Construct. Manage. Econ. 32 (4): 403–415. https://doi.org/10.1080/01446193.2014.906638.
Carbonara, N., and R. Pellegrino. 2018. “Revenue guarantee in public–private partnerships: A win–win model.” Construct. Manage. Econ. 36 (10): 584–598. https://doi.org/10.1080/01446193.2018.1467028.
Carmichael, D. G., T. A. Nguyen, and X. Shen. 2019. “Single treatment of PPP road project options.” J. Constr. Eng. Manage. 145 (2): 04018122. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001591.
Charnes, A., W. W. Cooper, and E. Rhodes. 1978. “Measuring the efficiency of decision making units.” Eur. J. Oper. Res. 2 (6): 429–444. https://doi.org/10.1016/0377-2217(78)90138-8.
Cheah, C. Y., and J. Liu. 2006. “Valuing governmental support in infrastructure projects as real options using Monte Carlo Simulation.” Construct. Manage. Econ. 24 (5): 545–554. https://doi.org/10.1080/01446190500435572.
Chen, Q., G. Shen, F. Xue, and B. Xia. 2018. “Real options model of toll-adjustment mechanism in concession contracts of toll road projects.” J. Manage. Eng. 34 (1): 04017040. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000558.
Chiara, N., M. J. Garvin, and J. Vecer. 2007. “Valuing simple multiple-exercise real options in infrastructure projects.” J. Infrastruct. Syst. 13 (2): 97–104. https://doi.org/10.1061/(ASCE)1076-0342(2007)13:2(97).
Chiara, N., and N. Kokkaew. 2013. “Alternative to government revenue guarantees: Dynamic revenue insurance contracts.” J. Infrastruct. Syst. 19 (3): 287–296. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000145.
Cook, W. D., K. Tone, and J. Zhu. 2014. “Data envelopment analysis: Prior to choosing a model.” Omega 44 (1): 1–4. https://doi.org/10.1016/j.omega.2013.09.004.
Cooper, W. W., L. M. Seiford, and K. Tone. 2006. Introduction to data envelopment analysis and its uses: With DEA-solver software and references. New York: Springer Science & Business Media. https://doi.org/10.1007/978-0-387-45283-8.
DCA (Draft Concession Agreement). 2021. “Draft concession agreement: Six laning of Kagal-Satara section of NH-48 (old NH-4) Package-II from km 658.000 to km 725.000 in the State of Maharashtra to be executed on BOT (Toll) mode under Bharatmala Pariyojana.” Accessed December 13, 2021. https://doi.org/10.7910/DVN/2X1DE6.
Dhanshyam, M., and S. K. Srivastava. 2021. “Governance structures for public infrastructure projects: Public–private management regimes, contractual forms and innovation.” Construct. Manage. Econ. 39 (8): 652–668. https://doi.org/10.1080/01446193.2021.1938162.
Engel, E. M. R. A., R. D. Fischer, and A. Galetovic. 2001. “Least-present-value-of-revenue auctions and highway franchising.” J. Political Econ. 109 (5): 993–1020. https://doi.org/10.1086/322832.
Esmaeeli, A. N., and G. Heravi. 2019. “Real options approach versus conventional approaches to valuing highway projects under uncertainty.” J. Constr. Eng. Manage. 145 (11): 04019068. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001711.
Fama, E. F., and K. R. French. 1996. “The CAPM is wanted, dead or alive.” J. Finance 51 (5): 1947–1958. https://doi.org/10.1111/j.1540-6261.1996.tb05233.x.
Feng, Z., S.-B. Zhang, and Y. Gao. 2015. “Modeling the impact of government guarantees on toll charge, road quality and capacity for build-operate-transfer (BOT) road projects.” Transp. Res. Part A Policy Pract. 78 (Aug): 54–67. https://doi.org/10.1016/j.tra.2015.05.006.
Feng, Z., S.-B. Zhang, Y. Gao, and S. J. Zhang. 2016. “Subsidizing and pricing private toll roads with noncontractible service quality: A relational contract approach.” Transp. Res. Part B Methodol. 91 (Sep): 466–491. https://doi.org/10.1016/j.trb.2016.04.017.
Galera, A. L., and A. S. Soliño. 2010. “A real options approach for the valuation of highway concessions.” Transp. Sci. 44 (3): 416–427. https://doi.org/10.1287/trsc.1090.0299.
Garg, S., and D. Mahapatra. 2019. “Hybrid annuity model: Hamming risk allocations in Indian highway public–private partnerships.” J. Public Aff. 19 (1): e1890. https://doi.org/10.1002/pa.1890.
Garrido, L., and J. M. Vassallo. 2020. “Is ex-post fiscal support to PPPs sustainable? Analysis of government loans granted to shadow-toll roads in Spain: A case study.” Sustainability 13 (1): 219. https://doi.org/10.3390/su13010219.
Glasserman, P. 2004. Monte Carlo methods in financial engineering. New York: Springer.
Huang, Y. L., and S. P. Chou. 2006. “Valuation of the minimum revenue guarantee and the option to abandon in BOT Infrastructure Projects.” Construct. Manage. Econ. 24 (4): 379–389. https://doi.org/10.1080/01446190500434997.
Irwin, T. 2003. Public money for private infrastructure: Deciding when to offer guarantees, output-based subsidies, and other fiscal support. Washington, DC: World Bank.
Irwin, T. 2007. Government guarantees: Allocating and valuing risk in privately financed infrastructure projects. Washington, DC: World Bank Publications. https://doi.org/10.1596/978-0-8213-6858-9.
Ishizaka, A., and P. Nemery. 2013. Multi-criteria decision analysis: Methods and software. New York: Wiley.
Iyer, K. C., and M. Sagheer. 2011. “A real options based traffic risk mitigation model for build-operate-transfer highway projects in India.” Construct. Manage. Econ. 29 (8): 771–779. https://doi.org/10.1080/01446193.2011.597412.
Jin, H., and C. Liu. 2020. “Optimal design of government guarantee and revenue cap agreements in public-private partnership contracts. Int. J. Innovation Manage. Technol. 11 (1): 1–9. https://doi.org/10.18178/ijimt.2020.11.1.868.
Kuosmanen, T., A. Saastamoinen, and T. Sipiläinen. 2013. “What is the best practice for benchmark regulation of electricity distribution? Comparison of DEA, SFA and StoNED methods.” Energy Policy 61 (Oct): 740–750. https://doi.org/10.1016/j.enpol.2013.05.091.
Kwak, Y. H., and L. Ingall. 2007. “Exploring Monte Carlo simulation applications for project management.” Risk Manage. 9 (1): 44–57. https://doi.org/10.1057/palgrave.rm.8250017.
Liang, Y., and B. Ashuri. 2020. “Option value of contingent finance support in transportation public–private partnership projects.” Transp. Res. Rec. 2674 (7): 555–565. https://doi.org/10.1177/0361198120923668.
Liu, T., M. Bennon, M. J. Garvin, and S. Wang. 2017. “Sharing the big risk: Assessment framework for revenue risk sharing mechanisms in transportation public-private partnerships.” J. Constr. Eng. Manage. 143 (12): 04017086. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001397.
MCA (Model Concession Agreement). 2020. “Model concession agreement (MCA) of BOT (Toll) Project.” Ministry of Road Transport and Highways. Accessed December 13, 2021. https://morth.gov.in/model-concession-agreement-mca-bot-toll-project.
Merkert, R., J. Odeck, S. Brathen, and R. Pagliari. 2012. “A review of different benchmarking methods in the context of regional airports.” Transp. Rev. 32 (3): 379–395. https://doi.org/10.1080/01441647.2012.662707.
Mirzadeh, I., and B. Birgisson. 2016. “Evaluation of highway projects under government support mechanisms based on an option-pricing framework.” J. Constr. Eng. Manage. 142 (4): 04015094. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001079.
Nguyen, D. A., M. J. Garvin, and E. E. Gonzalez. 2018. “Risk allocation in US public-private partnership highway project contracts.” J. Constr. Eng. Manage. 144 (5): 04018017. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001465.
Park, T., B. Kim, and H. Kim. 2013. “Real option approach to sharing privatization risk in underground infrastructures.” J. Constr. Eng. Manage. 139 (6): 685–693. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000636.
Pellegrino, R. 2021. “Effects of public supports for mitigating revenue risk in public–private partnership projects: Model to choose among support alternatives.” J. Constr. Eng. Manage. 147 (12): 04021167. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002098.
Power, G. J., M. Burris, S. Vadali, and D. Vedenov. 2016. “Valuation of strategic options in public–private partnerships.” Transp. Res. Part A Policy Pract. 90 (Aug): 50–68. https://doi.org/10.1016/j.tra.2016.05.015.
PPPININDIA. 2020. “Department of External Affairs, Ministry of Finance, Government of India.” Accessed September 5, 2020. https://www.pppinindia.gov.in/infrastructureindia/project-list?id=1&searchType=Government%20Infrastructure%20Projects%20(PPP).
Quimbayo, Z. C. A., C. A. Mejía Vega, and N. L. Marques. 2019. “Minimum revenue guarantees valuation in PPP projects under a mean reverting process.” Construct. Manage. Econ. 37 (3): 121–138. https://doi.org/10.1080/01446193.2018.1500024.
Ray, S. S. 2020. “NHAI’s debt to cross Rs 3 lakh crore by March, touch Rs 3.7 lakh crore by FY22-end.” The Financial Express, December 25, 2020.
Shi, S., Q. An, and K. Chen. 2020. “Optimal choice of capacity, toll, and subsidy for build-operate-transfer roads with a paid minimum traffic guarantee.” Transp. Res. Part A Policy Pract. 139 (Sep): 228–254. https://doi.org/10.1016/j.tra.2020.06.023.
Silaghi, F., and S. Sarkar. 2021. “Agency problems in public-private partnerships investment projects.” Eur. J. Oper. Res. 290 (3): 1174–1191. https://doi.org/10.1016/j.ejor.2020.08.050.
Song, J., Y. Zhao, L. Jin, and Y. Sun. 2018. “Pareto optimization of public-private partnership toll road contracts with government guarantees.” Transp. Res. Part A Policy Pract. 117 (Nov): 158–175. https://doi.org/10.1016/j.tra.2018.08.019.
Sun, Y., and L. Zhang. 2015. “Balancing public and private stakeholder interests in BOT concessions: Minimum revenue guarantee and royalty scheme applied to a water treatment project in China.” J. Constr. Eng. Manage. 141 (2): 04014070. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000930.
Vassallo, J. M., and A. Sánchez-Soliño. 2007. “Subordinated public participation loans for financing toll highway concessions in Spain.” Transp. Res. Rec. 1996 (1): 1–8. https://doi.org/10.3141/1996-01.
Wang, B., Q. Cui, and S. Zhang. 2021. “Noncompete provision design for transportation PPP Projects.” J. Constr. Eng. Manage. 147 (2): 04020159. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001982.
Wang, F., M. Xiong, B. Niu, and X. Zhuo. 2018. “Impact of government subsidy on BOT contract design: Price, demand, and concession period.” Transp. Res. Part B Methodol. 110 (Apr): 137–159. https://doi.org/10.1016/j.trb.2018.02.006.
Wibowo, A., A. Permana, B. Kochendörfer, R. T. Kiong, D. Jacob, and D. Neunzehn. 2012. “Modeling contingent liabilities arising from government guarantees in Indonesian BOT/PPP toll roads.” J. Constr. Eng. Manage. 138 (12): 1403–1410. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000555.
Wibowo, A., and M. Sundermeier. 2020. “Developing a fuzzy value-for-money analysis model for annuity-based public-private partnership infrastructure projects under consideration of risk mitigation capability.” J. Constr. Eng. Manage. 146 (7): 04020081. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001872.
Xiong, W., and X. Zhang. 2014. “Concession renegotiation models for projects developed through public-private partnerships.” J. Constr. Eng. Manage. 140 (5): 04014008. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000843.
Yescombe, E. R., and E. Farquharson. 2018. Public-private partnerships for infrastructure: Principles of policy and finance. Oxford, UK: Butterworth-Heinemann.
Zhang, S., J. Li, Y. Li, and X. Zhang. 2021. “Revenue risk allocation mechanism in public-private partnership projects: Swing option approach.” J. Constr. Eng. Manage. 147 (1): 04020153. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001952.
Zhang, Y., Z. Feng, and S. Zhang. 2018. “The effects of concession period structures on BOT road contracts.” Transp. Res. Part A Policy Pract. 107 (Jan): 106–125. https://doi.org/10.1016/j.tra.2017.11.018.
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© 2023 American Society of Civil Engineers.
History
Received: Aug 11, 2022
Accepted: Apr 14, 2023
Published online: Jun 28, 2023
Published in print: Sep 1, 2023
Discussion open until: Nov 28, 2023
ASCE Technical Topics:
- Build-operate-transfer
- Business management
- Construction engineering
- Construction management
- Data analysis
- Disaster risk management
- Engineering fundamentals
- Financial management
- Highway and road management
- Highway transportation
- Highways and roads
- Infrastructure
- Infrastructure vulnerability
- Methodology (by type)
- Mitigation and remediation
- Practice and Profession
- Project management
- Research methods (by type)
- Revenues
- Risk management
- Transportation engineering
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