IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v235y2015i1p177-20110.1007-s10479-015-2010-6.html
   My bibliography  Save this article

When is it better to wait for a new version? Optimal replacement of an emerging technology under uncertainty

Author

Listed:
  • Michail Chronopoulos
  • Afzal Siddiqui

Abstract

Firms that use an emerging technology often face uncertainty in both the arrival of new versions and the revenue that may be earned from their deployment. Via a sequential decision-making framework, we determine the value of the investment opportunity and the optimal replacement rule under three different strategies: compulsive, laggard, and leapfrog. In the first one, a firm invests sequentially in every version that becomes available, whereas in the second and third ones, it first waits for a new version to arrive and then either invests in the older or the newer version, respectively. We show that, under a compulsive strategy, technological uncertainty has a non-monotonic impact on the optimal investment decision. In fact, uncertainty regarding the availability of future versions may actually hasten investment. By comparing the relative values of the three strategies, we find that, under a low output price the compulsive strategy always dominates, whereas, at a high output price, the incentive to wait for a new version and adopt either a leapfrog or a laggard strategy increases as the rate of innovation increases. By contrast, high price uncertainty mitigates this effect, thereby increasing the relative attraction of a compulsive strategy. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Michail Chronopoulos & Afzal Siddiqui, 2015. "When is it better to wait for a new version? Optimal replacement of an emerging technology under uncertainty," Annals of Operations Research, Springer, vol. 235(1), pages 177-201, December.
  • Handle: RePEc:spr:annopr:v:235:y:2015:i:1:p:177-201:10.1007/s10479-015-2010-6
    DOI: 10.1007/s10479-015-2010-6
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10479-015-2010-6
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10479-015-2010-6?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. Huisman, Kuno J. M. & Kort, Peter M., 2004. "Strategic technology adoption taking into account future technological improvements: A real options approach," European Journal of Operational Research, Elsevier, vol. 159(3), pages 705-728, December.
    2. Farzin, Y. H. & Huisman, K. J. M. & Kort, P. M., 1998. "Optimal timing of technology adoption," Journal of Economic Dynamics and Control, Elsevier, vol. 22(5), pages 779-799, 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. Balcer, Yves & Lippman, Steven A., 1984. "Technological expectations and adoption of improved technology," Journal of Economic Theory, Elsevier, vol. 34(2), pages 292-318, December.
    5. Grenadier, Steven R. & Weiss, Allen M., 1997. "Investment in technological innovations: An option pricing approach," Journal of Financial Economics, Elsevier, vol. 44(3), pages 397-416, June.
    6. Jean-Paul Décamps & Thomas Mariotti & Stéphane Villeneuve, 2006. "Irreversible investment in alternative projects," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 28(2), pages 425-448, June.
    7. Dixit, Avinash, 1993. "Choosing among alternative discrete investment projects under uncertainty," Economics Letters, Elsevier, vol. 41(3), pages 265-268.
    8. Gollier, Christian & Proult, David & Thais, Francoise & Walgenwitz, Gilles, 2005. "Choice of nuclear power investments under price uncertainty: Valuing modularity," Energy Economics, Elsevier, vol. 27(4), pages 667-685, July.
    9. Siddiqui, Afzal & Fleten, Stein-Erik, 2010. "How to proceed with competing alternative energy technologies: A real options analysis," Energy Economics, Elsevier, vol. 32(4), pages 817-830, July.
    10. Kort, Peter M. & Murto, Pauli & Pawlina, Grzegorz, 2010. "Uncertainty and stepwise investment," European Journal of Operational Research, Elsevier, vol. 202(1), pages 196-203, April.
    11. Doraszelski, Ulrich, 2001. "The net present value method versus the option value of waiting: A note on Farzin, Huisman and Kort (1998)," Journal of Economic Dynamics and Control, Elsevier, vol. 25(8), pages 1109-1115, August.
    12. MacGillivray, Andrew & Jeffrey, Henry & Winskel, Mark & Bryden, Ian, 2014. "Innovation and cost reduction for marine renewable energy: A learning investment sensitivity analysis," Technological Forecasting and Social Change, Elsevier, vol. 87(C), pages 108-124.
    13. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    14. Boomsma, Trine Krogh & Meade, Nigel & Fleten, Stein-Erik, 2012. "Renewable energy investments under different support schemes: A real options approach," European Journal of Operational Research, Elsevier, vol. 220(1), pages 225-237.
    15. Malchow-Moller, Nikolaj & Thorsen, Bo Jellesmark, 2005. "Repeated real options: optimal investment behaviour and a good rule of thumb," Journal of Economic Dynamics and Control, Elsevier, vol. 29(6), pages 1025-1041, June.
    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. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2017. "Strategic Technology Switching under Risk Aversion and Uncertainty," Discussion Papers 2017/10, Norwegian School of Economics, Department of Business and Management Science.
    2. Chronopoulos, Michail & Lumbreras, Sara, 2017. "Optimal regime switching under risk aversion and uncertainty," European Journal of Operational Research, Elsevier, vol. 256(2), pages 543-555.
    3. Mariotti, Thomas & Décamps, Jean-Paul & Gensbittel, Fabien, 2021. "Investment Timing and Technological Breakthrough," CEPR Discussion Papers 16246, C.E.P.R. Discussion Papers.
    4. Adkins, Roger & Paxson, Dean, 2019. "Rescaling-contraction with a lower cost technology when revenue declines," European Journal of Operational Research, Elsevier, vol. 277(2), pages 574-586.
    5. Boonman, Hettie J. & Siddiqui, Afzal S., 2017. "Capacity optimization under uncertainty: The impact of operational time lags," European Journal of Operational Research, Elsevier, vol. 262(2), pages 660-672.
    6. John A. Aloysius & Hartmut Hoehle & Soheil Goodarzi & Viswanath Venkatesh, 2018. "Big data initiatives in retail environments: Linking service process perceptions to shopping outcomes," Annals of Operations Research, Springer, vol. 270(1), pages 25-51, November.
    7. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2016. "Sequential Investment in Emerging Technologies under Policy Uncertainty," Discussion Papers 2016/10, Norwegian School of Economics, Department of Business and Management Science.
    8. Alcino Azevedo & Dean Paxson, 2018. "Rivalry and uncertainty in complementary investments with dynamic market sharing," Annals of Operations Research, Springer, vol. 271(2), pages 319-355, December.
    9. Adkins, Roger & Paxson, Dean, 2017. "Replacement decisions with multiple stochastic values and depreciation," European Journal of Operational Research, Elsevier, vol. 257(1), pages 174-184.
    10. Sun, Bo & Fan, Boyang & Zhang, Yifan & Xie, Jingdong, 2023. "Investment decisions and strategies of China's energy storage technology under policy uncertainty: A real options approach," Energy, Elsevier, vol. 278(PA).
    11. Maria Raimondo & Francesco Caracciolo & Luigi Cembalo & Gaetano Chinnici & Biagio Pecorino & Mario D’Amico, 2018. "Making Virtue Out of Necessity: Managing the Citrus Waste Supply Chain for Bioeconomy Applications," Sustainability, MDPI, vol. 10(12), pages 1-20, December.
    12. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2020. "Sequential investment in renewable energy technologies under policy uncertainty," Energy Policy, Elsevier, vol. 137(C).
    13. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2021. "Strategic technology switching under risk aversion and uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 126(C).

    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. Chronopoulos, Michail & Siddiqui, Afzal, 2014. "When is it Better to Wait for a New Version? Optimal Replacement of an Emerging Technology under Uncertainty," Discussion Papers 2014/26, Norwegian School of Economics, Department of Business and Management Science.
    2. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2020. "Sequential investment in renewable energy technologies under policy uncertainty," Energy Policy, Elsevier, vol. 137(C).
    3. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2016. "Sequential Investment in Emerging Technologies under Policy Uncertainty," Discussion Papers 2016/10, Norwegian School of Economics, Department of Business and Management Science.
    4. Chronopoulos, Michail & Lumbreras, Sara, 2017. "Optimal regime switching under risk aversion and uncertainty," European Journal of Operational Research, Elsevier, vol. 256(2), pages 543-555.
    5. 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.
    6. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2021. "Strategic technology switching under risk aversion and uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 126(C).
    7. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2017. "Strategic Technology Switching under Risk Aversion and Uncertainty," Discussion Papers 2017/10, Norwegian School of Economics, Department of Business and Management Science.
    8. Mariotti, Thomas & Décamps, Jean-Paul & Gensbittel, Fabien, 2021. "Investment Timing and Technological Breakthrough," CEPR Discussion Papers 16246, C.E.P.R. Discussion Papers.
    9. Siddiqui, Afzal & Takashima, Ryuta, 2012. "Capacity switching options under rivalry and uncertainty," European Journal of Operational Research, Elsevier, vol. 222(3), pages 583-595.
    10. Adkins, Roger & Paxson, Dean, 2019. "Rescaling-contraction with a lower cost technology when revenue declines," European Journal of Operational Research, Elsevier, vol. 277(2), pages 574-586.
    11. Siddiqui, Afzal & Fleten, Stein-Erik, 2010. "How to proceed with competing alternative energy technologies: A real options analysis," Energy Economics, Elsevier, vol. 32(4), pages 817-830, July.
    12. Michail Chronopoulos, Verena Hagspiel, and Stein-Erik Fleten, 2016. "Stepwise Green Investment under Policy Uncertainty," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    13. Michail Chronopoulos, Derek Bunn, and Afzal Siddiqui, 2014. "Optionality and Policymaking in Re-Transforming the British Power Market," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    14. Kort, Peter M. & Murto, Pauli & Pawlina, Grzegorz, 2010. "Uncertainty and stepwise investment," European Journal of Operational Research, Elsevier, vol. 202(1), pages 196-203, April.
    15. Sun, Bo & Fan, Boyang & Zhang, Yifan & Xie, Jingdong, 2023. "Investment decisions and strategies of China's energy storage technology under policy uncertainty: A real options approach," Energy, Elsevier, vol. 278(PA).
    16. Jean-Paul Décamps & Thomas Mariotti & Stéphane Villeneuve, 2006. "Irreversible investment in alternative projects," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 28(2), pages 425-448, June.
    17. Guerra, Manuel & Kort, Peter & Nunes, Cláudia & Oliveira, Carlos, 2018. "Hysteresis due to irreversible exit: Addressing the option to mothball," Journal of Economic Dynamics and Control, Elsevier, vol. 92(C), pages 69-83.
    18. Chronopoulos, Michail & De Reyck, Bert & Siddiqui, Afzal, 2011. "Optimal investment under operational flexibility, risk aversion, and uncertainty," European Journal of Operational Research, Elsevier, vol. 213(1), pages 221-237, August.
    19. 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.
    20. Somayeh Heydari & Nick Ovenden & Afzal Siddiqui, 2012. "Real options analysis of investment in carbon capture and sequestration technology," Computational Management Science, Springer, vol. 9(1), pages 109-138, February.

    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:235:y:2015:i:1:p:177-201:10.1007/s10479-015-2010-6. 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.