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A Practical Guide to Modeling and Conducting a Cost-Effectiveness Analysis of Companion Biomarker Tests for Targeted Therapies Using R: Tutorial Paper

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  • Mikyung Kelly Seo

    (University of Cambridge
    London School of Hygiene and Tropical Medicine
    University of Bergen
    Imperial College London)

  • Mark Strong

    (University of Sheffield)

Abstract

Despite the increasing number of potential biomarkers identified in laboratories and reported in much literature, the adoption of biomarkers routinely available in clinical practice to inform treatment decisions is very limited. Reimbursement decisions for new health technologies are often informed by economic evaluations; however, economic evaluations of diagnostics/testing technologies, such as companion biomarker tests, are far less frequently reported than drugs. Furthermore, few countries provide the health economic evaluation methods guide specific to co-dependent technologies such as companion diagnostics or precision medicines. Therefore, this paper aims to guide the process of the development of cost-effectiveness models of cancer biomarkers for targeted therapies, focusing on companion diagnostics. This tutorial paper provides practical guidance on how to conduct economic evaluations of cancer biomarkers and how to model the characteristics of the biomarker tests as part of the value for money of corresponding targeted therapies. This paper presents a brief introduction to the methods and data requirements, a step-by-step guide to constructing a health economic model of companion cancer biomarkers, and a discussion of issues that arise in their application to healthcare decision making. This practical guidance is provided in R, and worked examples are provided in this paper with R codes in the accompanying electronic supplementary material.

Suggested Citation

  • Mikyung Kelly Seo & Mark Strong, 2021. "A Practical Guide to Modeling and Conducting a Cost-Effectiveness Analysis of Companion Biomarker Tests for Targeted Therapies Using R: Tutorial Paper," PharmacoEconomics, Springer, vol. 39(12), pages 1373-1381, December.
  • Handle: RePEc:spr:pharme:v:39:y:2021:i:12:d:10.1007_s40273-021-01069-8
    DOI: 10.1007/s40273-021-01069-8
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    References listed on IDEAS

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    1. ., 2021. "Introduction to Part III," Chapters, in: Strategic Community Partnerships, Philanthropy, and Nongovernmental Organization, chapter 10, pages 71-71, Edward Elgar Publishing.
    2. Briggs, Andrew & Sculpher, Mark & Claxton, Karl, 2006. "Decision Modelling for Health Economic Evaluation," OUP Catalogue, Oxford University Press, number 9780198526629.
    3. Carine Franc, 2021. "Introduction to the Thematic Section on Health Economics," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 524-525, pages 5-9.
    4. ., 2021. "Introduction to Neoliberal Social Justice," Chapters, in: Neoliberal Social Justice, chapter 1, pages 1-19, Edward Elgar Publishing.
    5. Mikyung Kelly Seo & Oddbjørn Straume & Lars A. Akslen & John Cairns, 2020. "HSP27 Expression as a Novel Predictive Biomarker for Bevacizumab: is it Cost Effective?," PharmacoEconomics - Open, Springer, vol. 4(3), pages 529-539, September.
    6. ., 2021. "Introduction to Part II," Chapters, in: Strategic Community Partnerships, Philanthropy, and Nongovernmental Organization, chapter 4, pages 28-29, Edward Elgar Publishing.
    7. Donaldson, Cam & Shackley, Phil, 1997. "Does "process utility" exist? A case study of willingness to pay for laparoscopic cholecystectomy," Social Science & Medicine, Elsevier, vol. 44(5), pages 699-707, March.
    8. Drummond, Michael F. & Sculpher, Mark J. & Claxton, Karl & Stoddart, Greg L. & Torrance, George W., 2015. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 4, number 9780199665884.
    9. ., 2021. "Introduction to Part IV," Chapters, in: Strategic Community Partnerships, Philanthropy, and Nongovernmental Organization, chapter 16, pages 113-114, Edward Elgar Publishing.
    10. Karen Gerard & Gavin Mooney, 1993. "Qaly league tables: Handle with care," Health Economics, John Wiley & Sons, Ltd., vol. 2(1), pages 59-64, April.
    11. ., 2021. "Introduction to Organization in the Economic Firm," Chapters, in: Organization in the Economic Firm, chapter 1, pages 1-7, Edward Elgar Publishing.
    12. Robert Osei-Kyei & Albert P. C. Chan, 2021. "Introduction to the Public-Private Partnership Concept," Springer Books, in: International Best Practices of Public-Private Partnership, chapter 0, pages 1-11, Springer.
    13. Mikyung Kelly Seo & John Cairns, 2018. "Do cancer biomarkers make targeted therapies cost-effective? A systematic review in metastatic colorectal cancer," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-23, September.
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