IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v151y2007i1p29-5510.1007-s10479-006-0127-3.html
   My bibliography  Save this article

Real R&D options with time-to-learn and learning-by-doing

Author

Listed:
  • Nicos Koussis
  • Spiros Martzoukos
  • Lenos Trigeorgis

Abstract

We model R&D efforts to enhance the value of a product or technology before final development. Such efforts may be directed towards improving quality, adding new features, or adopting technological innovations. They are implemented as optional, costly and interacting control actions expected to enhance value but with uncertain outcome. We examine the interesting issues of the optimal timing of R&D, the impact of lags in the realization of the R&D outcome, and the choice between accelerated versus staged (sequential) R&D. These issues are also especially interesting since the history of decisions affects future decisions and the distributions of asset prices and induces path-dependency. We show that the existence of optional R&D efforts enhances the investment option value significantly. The impact of a dividend-like payout rate or of project volatility on optimal R&D decisions may be different with R&D timing flexibility than without. The attractiveness of sequential strategies is enhanced in the presence of learning-by-doing and decreasing marginal reversibility of capital effects. Copyright Springer Science+Business Media, LLC 2007

Suggested Citation

  • Nicos Koussis & Spiros Martzoukos & Lenos Trigeorgis, 2007. "Real R&D options with time-to-learn and learning-by-doing," Annals of Operations Research, Springer, vol. 151(1), pages 29-55, April.
  • Handle: RePEc:spr:annopr:v:151:y:2007:i:1:p:29-55:10.1007/s10479-006-0127-3
    DOI: 10.1007/s10479-006-0127-3
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10479-006-0127-3
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10479-006-0127-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Roberts, Kevin & Weitzman, Martin L, 1981. "Funding Criteria for Research, Development, and Exploration Projects," Econometrica, Econometric Society, vol. 49(5), pages 1261-1288, September.
    2. Abel, Andrew B. & Eberly, Janice C., 1997. "An exact solution for the investment and value of a firm facing uncertainty, adjustment costs, and irreversibility," Journal of Economic Dynamics and Control, Elsevier, vol. 21(4-5), pages 831-852, May.
    3. Majd, Saman & Pindyck, Robert S., 1987. "Time to build, option value, and investment decisions," Journal of Financial Economics, Elsevier, vol. 18(1), pages 7-27, March.
    4. Ritchken, P. & Kamrad, B., 1991. "A binomial contingent claims model for valuing risky ventures," European Journal of Operational Research, Elsevier, vol. 53(1), pages 106-118, July.
    5. Henry Grabowski & John Vernon, 1990. "A New Look at the Returns and Risks to Pharmaceutical R&D," Management Science, INFORMS, vol. 36(7), pages 804-821, July.
    6. Thompson, Andrew C., 1995. "Valuation of Path-Dependent Contingent Claims with Multiple Exercise Decisions over Time: The Case of Take-or-Pay," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(2), pages 271-293, June.
    7. Pennings, Enrico & Lint, Onno, 1997. "The option value of advanced R & D," European Journal of Operational Research, Elsevier, vol. 103(1), pages 83-94, November.
    8. Bar-Ilan, Avner & Sulem, Agnes & Zanello, Alessandro, 2002. "Time-to-build and capacity choice," Journal of Economic Dynamics and Control, Elsevier, vol. 26(1), pages 69-98, January.
    9. Saman Majd & Robert S. Pindyck, 1989. "The Learning Curve and Optimal Production under Uncertainty," RAND Journal of Economics, The RAND Corporation, vol. 20(3), pages 331-343, Autumn.
    10. Hartman, Richard & Hendrickson, Michael, 2002. "Optimal partially reversible investment," Journal of Economic Dynamics and Control, Elsevier, vol. 26(3), pages 483-508, March.
    11. Constantinides, George M, 1978. "Market Risk Adjustment in Project Valuation," Journal of Finance, American Finance Association, vol. 33(2), pages 603-616, May.
    12. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    13. Spiros Martzoukos, 2000. "Real Options with Random Controls and the Value of Learning," Annals of Operations Research, Springer, vol. 99(1), pages 305-323, December.
    14. Eduardo S. Schwartz & Carlos Zozaya-Gorostiza, 2003. "Investment Under Uncertainty in Information Technology: Acquisition and Development Projects," Management Science, INFORMS, vol. 49(1), pages 57-70, January.
    15. McDonald, Robert & Siegel, Daniel, 1984. "Option Pricing When the Underlying Asset Earns a Below-Equilibrium Rate of Return: A Note," Journal of Finance, American Finance Association, vol. 39(1), pages 261-265, March.
    16. Ralf Korn, 1997. "Optimal Impulse Control When Control Actions Have Random Consequences," Mathematics of Operations Research, INFORMS, vol. 22(3), pages 639-667, August.
    17. Trigeorgis, Lenos, 1991. "Anticipated competitive entry and early preemptive investment in deferrable projects," Journal of Economics and Business, Elsevier, vol. 43(2), pages 143-156, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hsieh, Chia-Chun & Ma, Zhiming & Novoselov, Kirill E., 2019. "Accounting conservatism, business strategy, and ambiguity," Accounting, Organizations and Society, Elsevier, vol. 74(C), pages 41-55.
    2. Lukas, Elmar & Mölls, Sascha & Welling, Andreas, 2016. "Venture capital, staged financing and optimal funding policies under uncertainty," European Journal of Operational Research, Elsevier, vol. 250(1), pages 305-313.
    3. Michel Benaroch, 2018. "Real Options Models for Proactive Uncertainty-Reducing Mitigations and Applications in Cybersecurity Investment Decision Making," Information Systems Research, INFORMS, vol. 29(2), pages 315-340, June.
    4. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2020. "Sequential investment in renewable energy technologies under policy uncertainty," Energy Policy, Elsevier, vol. 137(C).
    5. Cuypers, I.R.P., 2009. "Essays on equity joint ventures, uncertainty and experience," Other publications TiSEM 8dc79e86-c625-467f-a450-8, Tilburg University, School of Economics and Management.
    6. Ping Shi & Bo Yan & Jun Zhao, 2020. "Appropriate timing for SMEs to introduce an Internet-based online channel under uncertain operating costs: a real options analysis," Electronic Commerce Research, Springer, vol. 20(4), pages 969-999, December.
    7. Charalambides, Marios & Koussis, Nicos, 2018. "A stochastic model with interacting managerial operating options and debt rescheduling," European Journal of Operational Research, Elsevier, vol. 267(1), pages 236-249.
    8. Armstrong, Margaret & Langrené, Nicolas & Petter, Renato & Chen, Wen & Petter, Carlos, 2019. "Accounting for tailings dam failures in the valuation of mining projects," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    9. Yuhong Liu & I-Ming Jiang & Meng-I Tsai, 2019. "Influence of Managers’ Subjective Judgments on Project Abandonment Decision Making," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 419-443, March.
    10. Ahmed Al sharif & Ruwen Qin, 2015. "Double-sided price adjustment flexibility with a preemptive right to exercise," Annals of Operations Research, Springer, vol. 226(1), pages 29-50, March.
    11. Trigeorgis, Lenos & Tsekrekos, Andrianos E., 2018. "Real Options in Operations Research: A Review," European Journal of Operational Research, Elsevier, vol. 270(1), pages 1-24.
    12. Martzoukos, Spiros H. & Zacharias, Eleftherios, 2013. "Real option games with R&D and learning spillovers," Omega, Elsevier, vol. 41(2), pages 236-249.
    13. Driouchi, Tarik & Bennett, David & Simpson, Gary, 2010. "A path-dependent contingent-claims approach to capacity investments," European Journal of Operational Research, Elsevier, vol. 201(1), pages 319-323, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. S H Martzoukos, 2009. "Real R&D options and optimal activation of two-dimensional random controls," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(6), pages 843-858, June.
    2. Martzoukos, Spiros H. & Zacharias, Eleftherios, 2013. "Real option games with R&D and learning spillovers," Omega, Elsevier, vol. 41(2), pages 236-249.
    3. Lim, Terence & Lo, Andrew W. & Merton, Robert C. & Scholes, Myron S., 2006. "The Derivatives Sourcebook," Foundations and Trends(R) in Finance, now publishers, vol. 1(5–6), pages 365-572, April.
    4. Spiros H. Martzoukos & Nayia Pospori & Lenos Trigeorgis, 2024. "Corporate investment decisions with switch flexibility, constraints, and path-dependency," Review of Quantitative Finance and Accounting, Springer, vol. 62(3), pages 1223-1250, April.
    5. Koussis, Nicos & Martzoukos, Spiros H. & Trigeorgis, Lenos, 2013. "Multi-stage product development with exploration, value-enhancing, preemptive and innovation options," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 174-190.
    6. Haejun Jeon, 2023. "Time-to-build and capacity expansion," Annals of Operations Research, Springer, vol. 328(2), pages 1461-1494, September.
    7. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    8. Davis, Graham A. & Owens, Brandon, 2003. "Optimizing the level of renewable electric R&D expenditures using real options analysis," Energy Policy, Elsevier, vol. 31(15), pages 1589-1608, December.
    9. Guilherme B. Martins & Marcos Eugênio da Silva, 2005. "A Real Option Model with Uncertain, Sequential Investment and with Time to Build," Brazilian Review of Finance, Brazilian Society of Finance, vol. 3(2), pages 141-172.
    10. Gordon Briest & Elmar Lukas & Sascha H. Mölls & Timo Willershausen, 2020. "Innovation speed under uncertainty and competition," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(8), pages 1517-1527, December.
    11. Nicolas P. B. Bollen, 1999. "Real Options and Product Life Cycles," Management Science, INFORMS, vol. 45(5), pages 670-684, May.
    12. Lander, Diane M. & Pinches, George E., 1998. "Challenges to the Practical Implementation of Modeling and Valuing Real Options," The Quarterly Review of Economics and Finance, Elsevier, vol. 38(3, Part 2), pages 537-567.
    13. Martzoukos, Spiros H. & Trigeorgis, Lenos, 2002. "Real (investment) options with multiple sources of rare events," European Journal of Operational Research, Elsevier, vol. 136(3), pages 696-706, February.
    14. Lukas, Elmar, 2013. "Modeling the transitional dynamics of international joint venture policies: An option pricing approach," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 21-36.
    15. Jyh-Bang Jou & Tan (Charlene) Lee, 2011. "Mutually exclusive investment with technical uncertainty," Applied Economics, Taylor & Francis Journals, vol. 43(30), pages 4723-4728.
    16. Maier, Sebastian & Pflug, Georg C. & Polak, John W., 2020. "Valuing portfolios of interdependent real options under exogenous and endogenous uncertainties," European Journal of Operational Research, Elsevier, vol. 285(1), pages 133-147.
    17. Pindyck, Robert S., 1993. "Investments of uncertain cost," Journal of Financial Economics, Elsevier, vol. 34(1), pages 53-76, August.
    18. Timothy B. Folta & Walter J. Ferrier, 1997. "International Expansion Through Sequential Investment: The Effects Of National Culture On Buyouts And Dissolutions In Biotechnology Partnerships," Game Theory and Information 9701001, University Library of Munich, Germany.
    19. Arnd Huchzermeier & Christoph H. Loch, 2001. "Project Management Under Risk: Using the Real Options Approach to Evaluate Flexibility in R...D," Management Science, INFORMS, vol. 47(1), pages 85-101, January.
    20. Philipp N. Baecker, 2007. "Real Options and Intellectual Property," Lecture Notes in Economics and Mathematical Systems, Springer, number 978-3-540-48264-2, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:annopr:v:151:y:2007:i:1:p:29-55:10.1007/s10479-006-0127-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.