IDEAS home Printed from https://ideas.repec.org/a/inm/oropre/v61y2013i5p1119-1133.html
   My bibliography  Save this article

Product-Generation Transition Decision Making for Bayer's Hemophilia Drugs: Global Capacity Expansion Under Uncertainty with Supply-Demand Imbalances

Author

Listed:
  • Jeffrey S. Stonebraker

    (Department of Business Management, Poole College of Management, North Carolina State University, Raleigh, North Carolina 27695)

Abstract

We present an application of decision analysis to global production capacity expansion under uncertainty for Bayer Group's proposed new biotechnology drug to treat hemophilia A. This decision analysis developed an improved approach to Bayer's decision for product-generation transition and global production capacity expansion that more realistically addresses potential regional supply shortages and overages due to demand and supply uncertainties that can result in supply-demand imbalances. With the added confidence provided by this more realistic approach, Bayer's executive leadership team acted on the recommendation from the decision analysis in contrast to an earlier analysis that had not resulted in management action. The paper makes two major contributions: First, it describes the details of what is involved in conducting applied decision analysis in a real-world setting in more detail than what is typically in textbooks on decision analysis. Second, the paper illustrates the important role of economic modeling in a large-scale applied decision analysis. The approach is applicable to other product-generation transition decision making for expanding global production capacity under uncertainty in a supply-constrained environment, especially for new product introductions and new product development decisions when supply is limited.

Suggested Citation

  • Jeffrey S. Stonebraker, 2013. "Product-Generation Transition Decision Making for Bayer's Hemophilia Drugs: Global Capacity Expansion Under Uncertainty with Supply-Demand Imbalances," Operations Research, INFORMS, vol. 61(5), pages 1119-1133, October.
  • Handle: RePEc:inm:oropre:v:61:y:2013:i:5:p:1119-1133
    DOI: 10.1287/opre.2013.1204
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/opre.2013.1204
    Download Restriction: no

    File URL: https://libkey.io/10.1287/opre.2013.1204?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. James L. Corner & Craig W. Kirkwood, 1991. "Decision Analysis Applications in the Operations Research Literature, 1970–1989," Operations Research, INFORMS, vol. 39(2), pages 206-219, April.
    2. Trusheim Mark R. & Aitken Murray L. & Berndt Ernst R., 2010. "Characterizing Markets for Biopharmaceutical Innovations: Do Biologics Differ from Small Molecules?," Forum for Health Economics & Policy, De Gruyter, vol. 13(1), pages 1-45, July.
    3. Jeffrey S. Stonebraker & Donald L. Keefer, 2009. "OR Practice---Modeling Potential Demand for Supply-Constrained Drugs: A New Hemophilia Drug at Bayer Biological Products," Operations Research, INFORMS, vol. 57(1), pages 19-31, February.
    4. Steven Nahmias, 1994. "Demand estimation in lost sales inventory systems," Naval Research Logistics (NRL), John Wiley & Sons, vol. 41(6), pages 739-757, October.
    5. Donald L. Keefer & Craig W. Kirkwood & James L. Corner, 2004. "Perspective on Decision Analysis Applications, 1990–2001," Decision Analysis, INFORMS, vol. 1(1), pages 4-22, March.
    6. Richard D. Smallwood & Peter A. Morris, 1980. "A Task Force Decision Analysis," Operations Research, INFORMS, vol. 28(1), pages 60-80, February.
    7. Sanghvi, Arun P. & Limaye, Dilip R., 1979. "Planning future electrical generation capacity : A decision analysis of the costs of over- and under-building in the US Pacific Northwest," Energy Policy, Elsevier, vol. 7(2), pages 102-116, June.
    8. Hanan Luss, 1982. "Operations Research and Capacity Expansion Problems: A Survey," Operations Research, INFORMS, vol. 30(5), pages 907-947, October.
    9. Huang, J.P. & Poh, K.L. & Ang, B.W., 1995. "Decision analysis in energy and environmental modeling," Energy, Elsevier, vol. 20(9), pages 843-855.
    10. Suleyman Karabuk & S. David Wu, 2003. "Coordinating Strategic Capacity Planning in the Semiconductor Industry," Operations Research, INFORMS, vol. 51(6), pages 839-849, December.
    11. Zhou, P. & Ang, B.W. & Poh, K.L., 2006. "Decision analysis in energy and environmental modeling: An update," Energy, Elsevier, vol. 31(14), pages 2604-2622.
    12. Pritchett, Lant, 2000. "Understanding Patterns of Economic Growth: Searching for Hills among Plateaus, Mountains, and Plains," The World Bank Economic Review, World Bank, vol. 14(2), pages 221-250, May.
    13. Nauenberg, Eric & Sullivan, Sean D., 1994. "Firm behavior in the U.S. market for factor VIII: A need for policy?," Social Science & Medicine, Elsevier, vol. 39(12), pages 1591-1603, December.
    14. Samuel E. Bodily & Michael S. Allen, 1999. "A Dialogue Process for Choosing Value-Creating Strategies," Interfaces, INFORMS, vol. 29(6), pages 16-28, December.
    15. Jan A. Van Mieghem, 2003. "Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments," Manufacturing & Service Operations Management, INFORMS, vol. 5(4), pages 269-302, July.
    16. Donald L. Keefer & Samuel E. Bodily, 1983. "Three-Point Approximations for Continuous Random Variables," Management Science, INFORMS, vol. 29(5), pages 595-609, May.
    17. Jeffrey S. Stonebraker, 2002. "How Bayer Makes Decisions to Develop New Drugs," Interfaces, INFORMS, vol. 32(6), pages 77-90, December.
    18. Mula, J. & Poler, R. & Garcia-Sabater, J.P. & Lario, F.C., 2006. "Models for production planning under uncertainty: A review," International Journal of Production Economics, Elsevier, vol. 103(1), pages 271-285, September.
    19. Mark Trusheim & Murray L. Aitken & Ernst R. Berndt, 2010. "Characterizing Markets for Biopharmaceutical Innovations: Do Biologics Differ from Small Molecules?," NBER Working Papers 16014, National Bureau of Economic Research, Inc.
    20. Mark R. Trusheim & Murray L. Aitken & Ernst R. Berndt, 2010. "Characterizing Markets for Biopharmaceutical Innovations: Do Biologics Differ from Small Molecules?," NBER Chapters, in: Frontiers in Health Policy Research, volume 13, National Bureau of Economic Research, Inc.
    21. William B. Poland, 1999. "Simple Probabilistic Evaluation of Portfolio Strategies," Interfaces, INFORMS, vol. 29(6), pages 75-83, December.
    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. Jeffrey S. Stonebraker, 2023. "Case Article—Bayer New Drug Development Decision Making," INFORMS Transactions on Education, INFORMS, vol. 23(3), pages 154-158, May.
    2. Yi Song & Bin Hu & Zhihan Lv, 2018. "A computational analysis of capital chain rupture in e-commerce enterprise," Electronic Commerce Research, Springer, vol. 18(2), pages 257-276, June.
    3. Tinglong Dai & Sridhar Tayur, 2020. "OM Forum—Healthcare Operations Management: A Snapshot of Emerging Research," Manufacturing & Service Operations Management, INFORMS, vol. 22(5), pages 869-887, September.

    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. Donald L. Keefer & Craig W. Kirkwood & James L. Corner, 2004. "Perspective on Decision Analysis Applications, 1990–2001," Decision Analysis, INFORMS, vol. 1(1), pages 4-22, March.
    2. Jeffrey S. Stonebraker, 2023. "Case Article—Bayer New Drug Development Decision Making," INFORMS Transactions on Education, INFORMS, vol. 23(3), pages 154-158, May.
    3. Ernst R. Berndt & Joseph P. Newhouse, 2010. "Pricing and Reimbursement in U.S. Pharmaceutical Markets," NBER Working Papers 16297, National Bureau of Economic Research, Inc.
    4. David Dranove & Craig Garthwaite & Manuel Hermosilla, 2014. "Pharmaceutical Profits and the Social Value of Innovation," NBER Working Papers 20212, National Bureau of Economic Research, Inc.
    5. Lee Branstetter & Chirantan Chatterjee & Matthew J. Higgins, 2014. "Generic Competition and the Incentives for Early-Stage Pharmaceutical Innovation," NBER Working Papers 20532, National Bureau of Economic Research, Inc.
    6. Lee, Chia-Yen & Charles, Vincent, 2022. "A robust capacity expansion integrating the perspectives of marginal productivity and capacity regret," European Journal of Operational Research, Elsevier, vol. 296(2), pages 557-569.
    7. Ernst R. Berndt & Murray L. Aitken, 2010. "Brand Loyalty, Generic Entry and Price Competition in Pharmaceuticals in the Quarter Century After the 1984 Waxman-Hatch Legislation," NBER Working Papers 16431, National Bureau of Economic Research, Inc.
    8. Jeffrey S. Stonebraker, 2002. "How Bayer Makes Decisions to Develop New Drugs," Interfaces, INFORMS, vol. 32(6), pages 77-90, December.
    9. Berndt Ernst R. & McGuire Thomas & Newhouse Joseph P., 2011. "A Primer on the Economics of Prescription Pharmaceutical Pricing in Health Insurance Markets," Forum for Health Economics & Policy, De Gruyter, vol. 14(2), pages 1-30, November.
    10. Marzi, Sepehr & Farnia, Luca & Dasgupta, Shouro & Mysiak, Jaroslav & Lorenzoni, Arturo, 2019. "Competence analysis for promoting energy efficiency projects in developing countries: The case of OPEC," Energy, Elsevier, vol. 189(C).
    11. Rachel Kornfield & Julie Donohue & Ernst R Berndt & G Caleb Alexander, 2013. "Promotion of Prescription Drugs to Consumers and Providers, 2001–2010," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-7, March.
    12. Jeffrey S. Stonebraker & Donald L. Keefer, 2009. "OR Practice---Modeling Potential Demand for Supply-Constrained Drugs: A New Hemophilia Drug at Bayer Biological Products," Operations Research, INFORMS, vol. 57(1), pages 19-31, February.
    13. Jodlbauer, Herbert & Altendorfer, Klaus, 2010. "Trade-off between capacity invested and inventory needed," European Journal of Operational Research, Elsevier, vol. 203(1), pages 118-133, May.
    14. Wenbin Wang & Mark E. Ferguson & Shanshan Hu & Gilvan C. Souza, 2013. "Dynamic Capacity Investment with Two Competing Technologies," Manufacturing & Service Operations Management, INFORMS, vol. 15(4), pages 616-629, October.
    15. Sabet, Ehsan & Yazdani, Baback & Kian, Ramez & Galanakis, Kostas, 2020. "A strategic and global manufacturing capacity management optimisation model: A Scenario-based multi-stage stochastic programming approach," Omega, Elsevier, vol. 93(C).
    16. Anyan Qi & Hyun-Soo Ahn & Amitabh Sinha, 2017. "Capacity Investment with Demand Learning," Operations Research, INFORMS, vol. 65(1), pages 145-164, February.
    17. Hongmin Li & Stephen C. Graves & Woonghee Tim Huh, 2014. "Optimal Capacity Conversion for Product Transitions Under High Service Requirements," Manufacturing & Service Operations Management, INFORMS, vol. 16(1), pages 46-60, February.
    18. Qing Ye & Izak Duenyas, 2007. "Optimal Capacity Investment Decisions with Two-Sided Fixed-Capacity Adjustment Costs," Operations Research, INFORMS, vol. 55(2), pages 272-283, April.
    19. Gel, Esma S. & Salman, F. Sibel, 2022. "Dynamic ordering decisions with approximate learning of supply yield uncertainty," International Journal of Production Economics, Elsevier, vol. 243(C).
    20. Baležentis, Tomas & Streimikiene, Dalia, 2017. "Multi-criteria ranking of energy generation scenarios with Monte Carlo simulation," Applied Energy, Elsevier, vol. 185(P1), pages 862-871.

    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:inm:oropre:v:61:y:2013:i:5:p:1119-1133. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.