IDEAS home Printed from https://ideas.repec.org/a/spr/svcbiz/v7y2013i3p437-457.html
   My bibliography  Save this article

Using simulation to establish appropriate vaccination rates and copayment policies from a cost perspective

Author

Listed:
  • Sang-Man Kim
  • Arben Asllani

Abstract

Making the best decisions on vaccination policy during influenza seasons can be critical in minimizing overall costs for an insurance company. Using administrative data, company records, and published reports for the flu season during 2007–2008, a simulation model is developed to mimic the spread of influenza in children, to calculate the cost of vaccination, and the cost of treatment for infected children. The model is designed to allow for sensitivity analysis with different scenarios of vaccination rates and is implemented in a healthcare insurance company located in Southeast region of the USA. The experimental results show several advantages of simulation methodology, including its ability to mimic the complex behavior of a spreading influenza in a selected population group, while testing a range of alternative solutions for different disease scenarios. Based on the historical data, the proposed simulation suggests a vaccination policy that could significantly reduce the overall cost of the vaccination program. Copyright Springer-Verlag Berlin Heidelberg 2013

Suggested Citation

  • Sang-Man Kim & Arben Asllani, 2013. "Using simulation to establish appropriate vaccination rates and copayment policies from a cost perspective," Service Business, Springer;Pan-Pacific Business Association, vol. 7(3), pages 437-457, September.
  • Handle: RePEc:spr:svcbiz:v:7:y:2013:i:3:p:437-457
    DOI: 10.1007/s11628-012-0170-x
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11628-012-0170-x
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11628-012-0170-x?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. Edward Sewell & Sheldon Jacobson, 2003. "Using an Integer Programming Model to Determine the Price of Combination Vaccines for Childhood Immunization," Annals of Operations Research, Springer, vol. 119(1), pages 261-284, March.
    2. Soong Chung & Doo Jung & Seong Yoon & DonHee Lee, 2010. "A dynamic forecasting model for nursing manpower requirements in the medical service industry," Service Business, Springer;Pan-Pacific Business Association, vol. 4(3), pages 225-236, December.
    3. Jackson, L.A. & Schuchat, A. & Gorsky, R.D. & Wenger, J.D., 1995. "Should college students be vaccinated against meningococcal disease? A cost-benefit analysis," American Journal of Public Health, American Public Health Association, vol. 85(6), pages 843-845.
    4. M. Brisson & W. J. Edmunds, 2006. "Impact of Model, Methodological, and Parameter Uncertainty in the Economic Analysis of Vaccination Programs," Medical Decision Making, , vol. 26(5), pages 434-446, September.
    5. Colin Armistead & Paul Pettigrew, 2008. "Partnerships in the provision of services by multi-agencies: four dimensions of service leadership and service quality," Service Business, Springer;Pan-Pacific Business Association, vol. 2(1), pages 17-32, March.
    6. Mühlemann, K. & Weiss, N.S., 1997. "Can herd immunity influence the assessment of vaccine efficacy in nonrandomized studies?," American Journal of Public Health, American Public Health Association, vol. 87(1), pages 113-114.
    7. Stephen E. Chick & Hamed Mamani & David Simchi-Levi, 2008. "Supply Chain Coordination and Influenza Vaccination," Operations Research, INFORMS, vol. 56(6), pages 1493-1506, December.
    8. M. Brisson & W. J. Edmunds, 2003. "Economic Evaluation of Vaccination Programs: The Impact of Herd-Immunity," Medical Decision Making, , vol. 23(1), pages 76-82, January.
    9. Thierry Rayna & Ludmila Striukova, 2009. "Luxury without guilt: service innovation in the all-inclusive hotel industry," Service Business, Springer;Pan-Pacific Business Association, vol. 3(4), pages 359-372, December.
    Full references (including those not matched with items on IDEAS)

    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. Greg Plosker, 2011. "Rotavirus Vaccine RIX4414 (Rotarix™)," PharmacoEconomics, Springer, vol. 29(11), pages 989-1009, November.
    2. Anna K. Lugnér & Sido D. Mylius & Jacco Wallinga, 2010. "Dynamic versus static models in cost‐effectiveness analyses of anti‐viral drug therapy to mitigate an influenza pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 19(5), pages 518-531, May.
    3. Sun-Young Kim & Sue Goldie, 2008. "Cost-Effectiveness Analyses of Vaccination Programmes," PharmacoEconomics, Springer, vol. 26(3), pages 191-215, March.
    4. Laurent Coudeville & Annelies Van Rie & Denis Getsios & J Jaime Caro & Pascal Crépey & Van Hung Nguyen, 2009. "Adult Vaccination Strategies for the Control of Pertussis in the United States: An Economic Evaluation Including the Dynamic Population Effects," PLOS ONE, Public Library of Science, vol. 4(7), pages 1-9, July.
    5. Anil Aswani & Zuo-Jun Max Shen & Auyon Siddiq, 2019. "Data-Driven Incentive Design in the Medicare Shared Savings Program," Operations Research, INFORMS, vol. 67(4), pages 1002-1026, July.
    6. Caroline L. Trotter & W. John Edmunds, 2006. "Reassessing the Cost-Effectiveness of Meningococcal Serogroup C Conjugate (MCC) Vaccines Using a Transmission Dynamic Model," Medical Decision Making, , vol. 26(1), pages 38-47, January.
    7. Proano, Ruben A. & Jacobson, Sheldon H. & Zhang, Wenbo, 2012. "Making combination vaccines more accessible to low-income countries: The antigen bundle pricing problem," Omega, Elsevier, vol. 40(1), pages 53-64, January.
    8. Xie, Lei & Hou, Pengwen & Han, Hongshuai, 2021. "Implications of government subsidy on the vaccine product R&D when the buyer is risk averse," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
    9. Begen, Mehmet A. & Pun, Hubert & Yan, Xinghao, 2016. "Supply and demand uncertainty reduction efforts and cost comparison," International Journal of Production Economics, Elsevier, vol. 180(C), pages 125-134.
    10. Yaesoubi, Reza & Roberts, Stephen D., 2011. "Payment contracts in a preventive health care system: A perspective from Operations Management," Journal of Health Economics, Elsevier, vol. 30(6), pages 1188-1196.
    11. Terry A. Taylor & Wenqiang Xiao, 2014. "Subsidizing the Distribution Channel: Donor Funding to Improve the Availability of Malaria Drugs," Management Science, INFORMS, vol. 60(10), pages 2461-2477, October.
    12. Samir S Soneji & Hai-Yen Sung & Brian A Primack & John P Pierce & James D Sargent, 2018. "Quantifying population-level health benefits and harms of e-cigarette use in the United States," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-19, March.
    13. Cai, Jianhu & Hu, Xiaoqing & Jiang, Feiying & Zhou, Qing & Zhang, Xiaoyang & Xuan, Liyuan, 2019. "Optimal input quantity decisions considering commitment order contracts under yield uncertainty," International Journal of Production Economics, Elsevier, vol. 216(C), pages 398-412.
    14. Matthew J. Robbins & Sheldon H. Jacobson & Uday V. Shanbhag & Banafsheh Behzad, 2014. "The Weighted Set Covering Game: A Vaccine Pricing Model for Pediatric Immunization," INFORMS Journal on Computing, INFORMS, vol. 26(1), pages 183-198, February.
    15. Shamsi G., N. & Ali Torabi, S. & Shakouri G., H., 2018. "An option contract for vaccine procurement using the SIR epidemic model," European Journal of Operational Research, Elsevier, vol. 267(3), pages 1122-1140.
    16. Wang, Jianwei & Xu, Wenshu & Chen, Wei & Yu, Fengyuan & He, Jialu, 2021. "Information sharing can suppress the spread of epidemics: Voluntary vaccination game on two-layer networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 583(C).
    17. Sinha, Priyank & Kumar, Sameer & Chandra, Charu, 2023. "Strategies for ensuring required service level for COVID-19 herd immunity in Indian vaccine supply chain," European Journal of Operational Research, Elsevier, vol. 304(1), pages 339-352.
    18. Stephen E. Chick & Sameer Hasija & Javad Nasiry, 2017. "Information Elicitation and Influenza Vaccine Production," Operations Research, INFORMS, vol. 65(1), pages 75-96, February.
    19. Salarpour, Mojtaba & Nagurney, Anna, 2021. "A multicountry, multicommodity stochastic game theory network model of competition for medical supplies inspired by the Covid-19 pandemic," International Journal of Production Economics, Elsevier, vol. 236(C).
    20. Maria C. Jansen & Osman Y. Özaltın, 2017. "Note on Cournot Competition Under Yield Uncertainty," Manufacturing & Service Operations Management, INFORMS, vol. 19(2), pages 305-308, May.

    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:svcbiz:v:7:y:2013:i:3:p:437-457. 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.