IDEAS home Printed from https://ideas.repec.org/a/eee/jomega/v113y2022ics0305048322001207.html
   My bibliography  Save this article

Unlocking cost savings hidden in hospital tier contracts

Author

Listed:
  • Yang, Liu
  • Millstein, Mitch A.
  • Campbell, James F.

Abstract

Hospitals face significant pressure to reduce operational costs, particularly medical supply costs, which account for up to 40% of a hospital's expenses and continue to grow. In this paper, we present a new and practice-oriented approach to combatting high medical supply costs by exploiting cost-saving opportunities hidden in complex hospital procurement contracts. We first propose a four-dimensional structure to capture the complex and diverse requirements in multi-tier contracts. We then formulate a mixed-integer programming (MIP) model to optimize procurement decisions while taking into account a number of real-world complexities, including complicated tier pricing schemes, physician preference items (PPIs), and asymmetric product substitutability. A process is then presented to identify cost-critical PPIs by quantifying their financial impacts. We apply our approach to four regional and nationwide health systems and obtain the following findings: (a) the proposed model presents a new opportunity to reduce hospital procurement costs by up to 35%; (b) the financial impact of a PPI can be quantified; (c) not all PPIs are responsible for inflating costs, with the impact of an PPI ranging from none to 13% on the total cost of a clinical product category; (d) the optimal number of suppliers varies, with some health systems benefiting from fewer suppliers while others better with a larger pool of suppliers; and (e) under the current contracting structure, reducing product variety does not necessarily decrease product acquisition costs, and the current contracts may not encourage product standardization for which hospitals have long been striving.

Suggested Citation

  • Yang, Liu & Millstein, Mitch A. & Campbell, James F., 2022. "Unlocking cost savings hidden in hospital tier contracts," Omega, Elsevier, vol. 113(C).
  • Handle: RePEc:eee:jomega:v:113:y:2022:i:c:s0305048322001207
    DOI: 10.1016/j.omega.2022.102713
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305048322001207
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.omega.2022.102713?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. Iacocca, Kathleen & Mahar, Stephen & Daniel Wright, P., 2022. "Strategic horizontal integration for drug cost reduction in the pharmaceutical supply chain," Omega, Elsevier, vol. 108(C).
    2. Moons, Karen & Waeyenbergh, Geert & Pintelon, Liliane, 2019. "Measuring the logistics performance of internal hospital supply chains – A literature study," Omega, Elsevier, vol. 82(C), pages 205-217.
    3. Volland, Jonas & Fügener, Andreas & Schoenfelder, Jan & Brunner, Jens O., 2017. "Material logistics in hospitals: A literature review," Omega, Elsevier, vol. 69(C), pages 82-101.
    4. Zhang, Ju-liang & Zhang, Ming-yu, 2011. "Supplier selection and purchase problem with fixed cost and constrained order quantities under stochastic demand," International Journal of Production Economics, Elsevier, vol. 129(1), pages 1-7, January.
    5. Rubin, Paul A. & Benton, W. C., 2003. "Evaluating jointly constrained order quantity complexities for incremental discounts," European Journal of Operational Research, Elsevier, vol. 149(3), pages 557-570, September.
    6. Joris van de Klundert & Jeroen Kuipers & Frits C. R. Spieksma & Maarten Winkels, 2005. "Selecting Telecommunication Carriers to Obtain Volume Discounts," Interfaces, INFORMS, vol. 35(2), pages 124-132, April.
    7. Crama, Y. & Pascual J., R. & Torres, A., 2004. "Optimal procurement decisions in the presence of total quantity discounts and alternative product recipes," European Journal of Operational Research, Elsevier, vol. 159(2), pages 364-378, December.
    8. Abbas Ahmadi & Mir Saman Pishvaee & Mehdi Heydari, 2019. "How group purchasing Organisations influence healthcare-product supply chains? An analytical approach," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(2), pages 280-293, February.
    9. Chaudhry, Sohail S. & Forst, Frank G. & Zydiak, James L., 1993. "Vendor selection with price breaks," European Journal of Operational Research, Elsevier, vol. 70(1), pages 52-66, October.
    10. Degraeve, Zeger & Labro, Eva & Roodhooft, Filip, 2004. "Total cost of ownership purchasing of a service: The case of airline selection at Alcatel Bell," European Journal of Operational Research, Elsevier, vol. 156(1), pages 23-40, July.
    11. Jackson, Jonathan E. & Munson, Charles L., 2016. "Shared resource capacity expansion decisions for multiple products with quantity discounts," European Journal of Operational Research, Elsevier, vol. 253(3), pages 602-613.
    12. Mansini, Renata & Savelsbergh, Martin W.P. & Tocchella, Barbara, 2012. "The supplier selection problem with quantity discounts and truckload shipping," Omega, Elsevier, vol. 40(4), pages 445-455.
    13. Nazaré Rego & João Claro & Jorge Pinho de Sousa, 2014. "A hybrid approach for integrated healthcare cooperative purchasing and supply chain configuration," Health Care Management Science, Springer, vol. 17(4), pages 303-320, December.
    14. In, Joonhwan & Bradley, Randy V. & Bichescu, Bogdan C. & Smith, Antoinette L., 2019. "Breaking the chain: GPO changes and hospital supply cost efficiency," International Journal of Production Economics, Elsevier, vol. 218(C), pages 297-307.
    15. Li, Zhaolin & Ou, Jinwen & Liang, Guitian, 2021. "Optimizing hospital drug procurement with rebate contracts," Omega, Elsevier, vol. 105(C).
    16. Goossens, D.R. & Maas, A.J.T. & Spieksma, F.C.R. & van de Klundert, J.J., 2007. "Exact algorithms for procurement problems under a total quantity discount structure," European Journal of Operational Research, Elsevier, vol. 178(2), pages 603-626, April.
    17. Burke, Gerard J. & Carrillo, Janice & Vakharia, Asoo J., 2008. "Heuristics for sourcing from multiple suppliers with alternative quantity discounts," European Journal of Operational Research, Elsevier, vol. 186(1), pages 317-329, April.
    18. Wetzstein, Anton & Hartmann, Evi & Benton jr., W.C. & Hohenstein, Nils-Ole, 2016. "A systematic assessment of supplier selection literature – State-of-the-art and future scope," International Journal of Production Economics, Elsevier, vol. 182(C), pages 304-323.
    19. Manerba, Daniele & Mansini, Renata, 2012. "An exact algorithm for the Capacitated Total Quantity Discount Problem," European Journal of Operational Research, Elsevier, vol. 222(2), pages 287-300.
    20. repec:inm:ormnsc:v:30:y:1984:i:12:p:1524-1539(2 is not listed on IDEAS
    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. Golmohammadi, Davood & Zhao, Lingyu & Dreyfus, David, 2023. "Using machine learning techniques to reduce uncertainty for outpatient appointment scheduling practices in outpatient clinics," Omega, Elsevier, vol. 120(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. Manerba, Daniele & Mansini, Renata & Perboli, Guido, 2018. "The Capacitated Supplier Selection problem with Total Quantity Discount policy and Activation Costs under uncertainty," International Journal of Production Economics, Elsevier, vol. 198(C), pages 119-132.
    2. Kirschstein, Thomas & Meisel, Frank, 2019. "A multi-period multi-commodity lot-sizing problem with supplier selection, storage selection and discounts for the process industry," European Journal of Operational Research, Elsevier, vol. 279(2), pages 393-406.
    3. Li, Zhaolin & Ou, Jinwen & Liang, Guitian, 2021. "Optimizing hospital drug procurement with rebate contracts," Omega, Elsevier, vol. 105(C).
    4. Qin, Hu & Luo, Meifeng & Gao, Xiang & Lim, Andrew, 2012. "The freight allocation problem with all-units quantity-based discount: A heuristic algorithm," Omega, Elsevier, vol. 40(4), pages 415-423.
    5. Bichler, Martin & Schneider, Stefan & Guler, Kemal & Sayal, Mehmet, 2011. "Compact bidding languages and supplier selection for markets with economies of scale and scope," European Journal of Operational Research, Elsevier, vol. 214(1), pages 67-77, October.
    6. Manerba, Daniele & Mansini, Renata, 2012. "An exact algorithm for the Capacitated Total Quantity Discount Problem," European Journal of Operational Research, Elsevier, vol. 222(2), pages 287-300.
    7. Faiza Hamdi & Ahmed Ghorbel & Faouzi Masmoudi & Lionel Dupont, 2018. "Optimization of a supply portfolio in the context of supply chain risk management: literature review," Journal of Intelligent Manufacturing, Springer, vol. 29(4), pages 763-788, April.
    8. Bianchessi, N. & Mansini, R. & Speranza, M.G., 2014. "The distance constrained multiple vehicle traveling purchaser problem," European Journal of Operational Research, Elsevier, vol. 235(1), pages 73-87.
    9. Ali Ekici & Baṣak Altan & Okan Örsan Özener, 2016. "Pricing decisions in a strategic single retailer/dual suppliers setting under order size constraints," International Journal of Production Research, Taylor & Francis Journals, vol. 54(7), pages 1887-1898, April.
    10. Song, Zhuzhu & Tang, Wansheng & Zhao, Ruiqing, 2019. "Encroachment and canvassing strategy in a sea-cargo service chain with empty container repositioning," European Journal of Operational Research, Elsevier, vol. 276(1), pages 175-186.
    11. Fang Fang & Harihara Prasad Natarajan, 2020. "Sourcing and Procurement Cost Allocation in Multi‐Division Firms," Production and Operations Management, Production and Operations Management Society, vol. 29(3), pages 767-787, March.
    12. Munson, C.L. & Hu, J., 2010. "Incorporating quantity discounts and their inventory impacts into the centralized purchasing decision," European Journal of Operational Research, Elsevier, vol. 201(2), pages 581-592, March.
    13. Tan, Tarkan & Alp, Osman, 2016. "Optimal sourcing from alternative capacitated suppliers with general cost structures," Omega, Elsevier, vol. 58(C), pages 26-32.
    14. Sisi Yin & Tatsushi Nishi, 2014. "A solution procedure for mixed-integer nonlinear programming formulation of supply chain planning with quantity discounts under demand uncertainty," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(11), pages 2354-2365, November.
    15. Nguyen, H.N. & Rainwater, C.E. & Mason, S.J. & Pohl, E.A., 2014. "Quantity discount with freight consolidation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 66(C), pages 66-82.
    16. Mohammadivojdan, Roshanak & Geunes, Joseph, 2018. "The newsvendor problem with capacitated suppliers and quantity discounts," European Journal of Operational Research, Elsevier, vol. 271(1), pages 109-119.
    17. Castro, Catarina & Pereira, Teresa & Sá, J.C. & Santos, Gilberto, 2020. "Logistics reorganization and management of the ambulatory pharmacy of a local health unit in Portugal," Evaluation and Program Planning, Elsevier, vol. 80(C).
    18. Jackson, Jonathan E. & Munson, Charles L., 2016. "Shared resource capacity expansion decisions for multiple products with quantity discounts," European Journal of Operational Research, Elsevier, vol. 253(3), pages 602-613.
    19. Jose L. Andrade-Pineda & David Canca & Pedro L. Gonzalez-R, 2017. "On modelling non-linear quantity discounts in a supplier selection problem by mixed linear integer optimization," Annals of Operations Research, Springer, vol. 258(2), pages 301-346, November.
    20. Yan, Yingchen & Zhao, Ruiqing & Lan, Yanfei, 2017. "Asymmetric retailers with different moving sequences: Group buying vs. individual purchasing," European Journal of Operational Research, Elsevier, vol. 261(3), pages 903-917.

    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:eee:jomega:v:113:y:2022:i:c:s0305048322001207. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/375/description#description .

    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.