IDEAS home Printed from https://ideas.repec.org/a/sae/medema/v27y2007i2p178-188.html
   My bibliography  Save this article

A Real Options Approach to Watchful Waiting: Theory and an Illustration

Author

Listed:
  • Tarn Driffield

    (Centre for Health Economics, University of York)

  • Peter C. Smith

    (Centre for Health Economics, University of York, pcs1@york.ac.uk)

Abstract

Watchful waiting is a form of clinical management under which immediate curative treatment is not given. Instead, the patient undergoes a period of observation during which periodic tests monitor the progression of the illness. Hitherto, little attention has been given to how such patient management should be modeled from an economic perspective. Watchful waiting preserves an “option†to start treatment some time in the future, and evaluating a watchful waiting regime therefore has close analogies with pricing a financial option in the derivatives market. This article demonstrates how the methods used to price financial options can be used to decide when to pursue a watchful waiting strategy for a particular patient. The principles of option pricing are illustrated with the example of abdominal aortic aneurysm. A simple trinomial model of disease progression is used, in which patients are periodically monitored, and their health state can remain unchanged, deteriorate, or improve. Backward induction is used to solve the model at each period, with optimal treatment recommendations depending on the current health state. At very low levels of expected net benefits, the patient is discharged. At high levels, the patient is treated immediately. At intermediate levels, watchful waiting continues. The authors argue that option pricing methods offer important insights into the evaluation of a watchful waiting strategy. The methods also have potential applications in other domains of medical care. Key words: watchful waiting; option pricing; cost-effectiveness analysis. (Med Decis Making 2007;27:178—188)

Suggested Citation

  • Tarn Driffield & Peter C. Smith, 2007. "A Real Options Approach to Watchful Waiting: Theory and an Illustration," Medical Decision Making, , vol. 27(2), pages 178-188, March.
  • Handle: RePEc:sae:medema:v:27:y:2007:i:2:p:178-188
    DOI: 10.1177/0272989X06297390
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0272989X06297390
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0272989X06297390?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
    ---><---

    References listed on IDEAS

    as
    1. Ekern, Steinar, 1988. "An option pricing approach to evaluating petroleum projects," Energy Economics, Elsevier, vol. 10(2), pages 91-99, April.
    2. Palmer, Stephen & Smith, Peter C., 2000. "Incorporating option values into the economic evaluation of health care technologies," Journal of Health Economics, Elsevier, vol. 19(5), pages 755-766, September.
    3. Whynes, David K., 1995. "Optimal times of transfer between therapies: A mathematical framework," Journal of Health Economics, Elsevier, vol. 14(4), pages 477-490, October.
    4. Wilmott,Paul & Howison,Sam & Dewynne,Jeff, 1995. "The Mathematics of Financial Derivatives," Cambridge Books, Cambridge University Press, number 9780521497893, September.
    5. Kelly, Simone, 1998. "A Binomial Lattice Approach for Valuing a Mining Property IPO," The Quarterly Review of Economics and Finance, Elsevier, vol. 38(3, Part 2), pages 693-709.
    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. Maarten Ijzerman & Lotte Steuten, 2011. "Early assessment of medical technologies to inform product development and market access," Applied Health Economics and Health Policy, Springer, vol. 9(5), pages 331-347, September.
    2. Meyer, Elisabeth & Rees, Ray, 2012. "Watchfully waiting: Medical intervention as an optimal investment decision," Journal of Health Economics, Elsevier, vol. 31(2), pages 349-358.
    3. Paolo Pertile, 2009. "An extension of the real option approach to the evaluation of health care technologies: the case of positron emission tomography," International Journal of Health Economics and Management, Springer, vol. 9(3), pages 317-332, September.
    4. Paolo Pertile & Emanuele Torri & Luciano Flor & Stefano Tardivo, 2009. "The timing of adoption of positron emission tomography: a real options approach," Health Care Management Science, Springer, vol. 12(3), pages 217-227, September.
    5. Arthur E. Attema & Anna K. Lugnér & Talitha L. Feenstra, 2010. "Investment in antiviral drugs: a real options approach," Health Economics, John Wiley & Sons, Ltd., vol. 19(10), pages 1240-1254, October.
    6. Bolin, Kristian & Caputo, Michael R., 2021. "Non-life-threatening ailments and rational patience when expected treatment outcomes are continuously improving," Journal of Health Economics, Elsevier, vol. 79(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. Arthur E. Attema & Anna K. Lugnér & Talitha L. Feenstra, 2010. "Investment in antiviral drugs: a real options approach," Health Economics, John Wiley & Sons, Ltd., vol. 19(10), pages 1240-1254, October.
    2. Meyer, Elisabeth & Rees, Ray, 2012. "Watchfully waiting: Medical intervention as an optimal investment decision," Journal of Health Economics, Elsevier, vol. 31(2), pages 349-358.
    3. Sebastian Maier, 2021. "Re-evaluating natural resource investments under uncertainty: An alternative to limited traditional approaches," Annals of Operations Research, Springer, vol. 299(1), pages 907-937, April.
    4. Peter Buchen & Otto Konstandatos, 2005. "A New Method Of Pricing Lookback Options," Mathematical Finance, Wiley Blackwell, vol. 15(2), pages 245-259, April.
    5. Guedes, José & Santos, Pedro, 2016. "Valuing an offshore oil exploration and production project through real options analysis," Energy Economics, Elsevier, vol. 60(C), pages 377-386.
    6. Santos, Lúcia & Soares, Isabel & Mendes, Carla & Ferreira, Paula, 2014. "Real Options versus Traditional Methods to assess Renewable Energy Projects," Renewable Energy, Elsevier, vol. 68(C), pages 588-594.
    7. George Chang, 2018. "Examining the Efficiency of American Put Option Pricing by Monte Carlo Methods with Variance Reduction," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(2), pages 10-13, February.
    8. Maiwenn Al, 2013. "Cost-Effectiveness Acceptability Curves Revisited," PharmacoEconomics, Springer, vol. 31(2), pages 93-100, February.
    9. Klaus Mohn & Petter Osmundsen, 2011. "Asymmetry and uncertainty in capital formation: an application to oil investment," Applied Economics, Taylor & Francis Journals, vol. 43(28), pages 4387-4401.
    10. Jiao Li, 2016. "Trading VIX Futures under Mean Reversion with Regime Switching," Papers 1605.07945, arXiv.org, revised Jun 2016.
    11. Moon, Yongma & Baran, Mesut, 2018. "Economic analysis of a residential PV system from the timing perspective: A real option model," Renewable Energy, Elsevier, vol. 125(C), pages 783-795.
    12. Zaheer Imdad & Tusheng Zhang, 2014. "Pricing European options in a delay model with jumps," Journal of Financial Engineering (JFE), World Scientific Publishing Co. Pte. Ltd., vol. 1(04), pages 1-13.
    13. Bai, Yang & Meng, Jie & Meng, Fanyi & Fang, Guochang, 2020. "Stochastic analysis of a shale gas investment strategy for coping with production uncertainties," Energy Policy, Elsevier, vol. 144(C).
    14. San-Lin Chung & Mark Shackleton, 2005. "On the use and improvement of Hull and White's control variate technique," Applied Financial Economics, Taylor & Francis Journals, vol. 15(16), pages 1171-1179.
    15. Xueping Wu & Jin Zhang, 1999. "Options on the minimum or the maximum of two average prices," Review of Derivatives Research, Springer, vol. 3(2), pages 183-204, May.
    16. Peter Buchen & Otto Konstandatos, 2009. "A New Approach to Pricing Double-Barrier Options with Arbitrary Payoffs and Exponential Boundaries," Applied Mathematical Finance, Taylor & Francis Journals, vol. 16(6), pages 497-515.
    17. Kenji Hamatani & Masao Fukushima, 2011. "Pricing American options with uncertain volatility through stochastic linear complementarity models," Computational Optimization and Applications, Springer, vol. 50(2), pages 263-286, October.
    18. Moriconi, L., 2007. "Delta hedged option valuation with underlying non-Gaussian returns," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 380(C), pages 343-350.
    19. Masatoshi Miyake & Hiroshi Inoue & Satoru Takahashi, 2011. "Option Pricing For Weighted Average Of Asset Prices," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 28(05), pages 651-672.
    20. Ulm, Eric R., 2014. "Analytic solution for ratchet guaranteed minimum death benefit options under a variety of mortality laws," Insurance: Mathematics and Economics, Elsevier, vol. 58(C), pages 14-23.

    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:sae:medema:v:27:y:2007:i:2:p:178-188. 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: SAGE Publications (email available below). General contact details of provider: .

    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.