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What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions

Listed author(s):
  • Borgonovo, E.
  • Gatti, S.
  • Peccati, L.
Registered author(s):

    Evaluating the economic attractiveness of large projects often requires the development of large and complex financial models. Model complexity can prevent management from obtaining crucial information, with the risk of a suboptimal exploitation of the modelling efforts. We propose a methodology based on the so-called "differential importance measure (D)" to enhance the managerial insights obtained from financial models. We illustrate our methodology by applying it to a project finance case study. We show that the additivity property of D grants analysts and managers full flexibility in combining parameters into any group and at the desired aggregation level. We analyze investment criteria related to both the investors's and lenders' perspectives. Results indicate that exogenous factors affect investors (sponsors and lenders) in different ways, whether exogenous variables are considered individually or by groups.

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    File URL: http://www.sciencedirect.com/science/article/pii/S0377-2217(09)00914-X
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    Article provided by Elsevier in its journal European Journal of Operational Research.

    Volume (Year): 205 (2010)
    Issue (Month): 1 (August)
    Pages: 227-236

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    Handle: RePEc:eee:ejores:v:205:y:2010:i:1:p:227-236
    Contact details of provider: Web page: http://www.elsevier.com/locate/eor

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    1. Borgonovo, E., 2008. "Differential importance and comparative statics: An application to inventory management," International Journal of Production Economics, Elsevier, vol. 111(1), pages 170-179, January.
    2. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    3. Gene Amromin & Paul Harrison & Steven Sharpe, 2008. "How Did the 2003 Dividend Tax Cut Affect Stock Prices?," Financial Management, Financial Management Association International, vol. 37(4), pages 625-646, December.
    4. Myers, Stewart C, 1974. "Interactions of Corporate Financing and Investment Decisions-Implications for Capital Budgeting," Journal of Finance, American Finance Association, vol. 29(1), pages 1-25, March.
    5. Antonio E. Bernardo & Bhagwan Chowdhry & Amit Goyal, 2007. "Growth Options, Beta, and the Cost of Capital," Financial Management, Financial Management Association International, vol. 36(2), pages 1-13, July.
    6. van Groenendaal, W.J.H. & Kleijnen, J.P.C., 1997. "On the assessment of economic risk : Factorial design versus Monte Carlo methods," Other publications TiSEM fd2a2307-0812-4543-8151-7, Tilburg University, School of Economics and Management.
    7. Alon Brav & John R. Graham & Campbell R. Harvey & Roni Michaely, 2008. "Managerial Response to the May 2003 Dividend Tax Cut," Financial Management, Financial Management Association International, vol. 37(4), pages 611-624, December.
    8. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    9. van Groenendaal, Willem J. H., 1998. "Estimating NPV variability for deterministic models," European Journal of Operational Research, Elsevier, vol. 107(1), pages 202-213, May.
    10. Borgonovo, E. & Peccati, L., 2006. "The importance of assumptions in investment evaluation," International Journal of Production Economics, Elsevier, vol. 101(2), pages 298-311, June.
    11. Van Groenendaal, Willem J. H. & Kleijnen, Jack P. C., 2002. "Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study," European Journal of Operational Research, Elsevier, vol. 141(1), pages 8-20, August.
    12. Yescombe, E. R. & Yescombe, E. R., 2002. "Principles of Project Finance," Elsevier Monographs, Elsevier, edition 1, number 9780127708515.
    13. Philip Joos & Alexei Zhdanov, 2008. "Earnings and Equity Valuation in the Biotech Industry: Theory and Evidence," Financial Management, Financial Management Association International, vol. 37(3), pages 431-460, September.
    14. Etienne B Yehoue & Mona Hammami & Jean-François Ruhashyankiko, 2006. "Determinants of Public-Private Partnerships in Infrastructure," IMF Working Papers 06/99, International Monetary Fund.
    15. Kai Li & Xinlei Zhao, 2008. "Asymmetric Information and Dividend Policy," Financial Management, Financial Management Association International, vol. 37(4), pages 673-694, December.
    16. Stefano Gatti & Alvaro Rigamonti & Francesco Saita & Mauro Senati, 2007. "Measuring Value-at-Risk in Project Finance Transactions," European Financial Management, European Financial Management Association, vol. 13(1), pages 135-158.
    17. Borgonovo, E. & Peccati, L., 2004. "Sensitivity analysis in investment project evaluation," International Journal of Production Economics, Elsevier, vol. 90(1), pages 17-25, July.
    18. Smith, Clifford Jr. & Warner, Jerold B., 1979. "On financial contracting : An analysis of bond covenants," Journal of Financial Economics, Elsevier, vol. 7(2), pages 117-161, June.
    19. Zettl, Martin, 2002. "Valuing exploration and production projects by means of option pricing theory," International Journal of Production Economics, Elsevier, vol. 78(1), pages 109-116, July.
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