IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0205079.html
   My bibliography  Save this article

Use of data-mining to support real-world cost analyses: An example using HER2-positive breast cancer in Iran

Author

Listed:
  • Amir Ansaripour
  • Kazem Zendehdel
  • Niki Tadayon
  • Fatemeh Sadeghi
  • Carin A Uyl-de Groot
  • W Ken Redekop

Abstract

Introduction: Patient registries play an important role in obtaining real-world evidence of the cost-effectiveness of treatments. However, their implementation is costly and sometimes infeasible in many middle-income countries (MICs). We explored the combination of data-mining and a large claims database to estimate the direct healthcare costs of HER2-positive breast cancer (BC) treatment in Iran and the fraction of total costs from trastuzumab use. Method: We performed a retrospective analysis of claims data from the Iran Social Security Organization, a health insurer which covers approximately 50%(~40 million) of the Iranian population, in the period of 21/03/2011-20/03/2014. A data-mining algorithm using R software and validated using patient dossiers in the Cancer Research Center identified 1295 patients and divided them into the three main HER2-positive breast cancer stages (early, loco-regional and advanced). A payer perspective was used to calculate the absolute and relative direct costs of healthcare services associated with the treatment of HER2-positive breast cancer in the public and private healthcare systems. Results: The number of women totaled 802 (early), 125 (loco-regional) and 218 (advanced). The mean age[SD] was 45[10], 46[10] and 48[10] years, respectively, while mean follow-up in all stages was approximately one year. Average costs of direct healthcare care in early, loco-regional and advanced stages were €11,796 (95%CI: €9,356-€12,498), €8,253 (95%CI: €6,843-€10,002), and €17,742 (95%CI: €15,720-€19,505), respectively. Trastuzumab accounted for the largest share of total costs in all three stages (range: 53–76%). Conclusion: Wherever comprehensive patient registries are infeasible or costly, real-world costs can be estimated through claims databases and data-mining strategies. Using this method, real-world costs have been estimated in Iran. The stage-specific cost estimates derived from this study can be used to perform real-world cost-effectiveness analyses of therapies for HER2-positive BC and support healthcare financing decisions.

Suggested Citation

  • Amir Ansaripour & Kazem Zendehdel & Niki Tadayon & Fatemeh Sadeghi & Carin A Uyl-de Groot & W Ken Redekop, 2018. "Use of data-mining to support real-world cost analyses: An example using HER2-positive breast cancer in Iran," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-16, October.
    • Handle: RePEc:plo:pone00:0205079
    DOI: 10.1371/journal.pone.0205079
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0205079
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0205079&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0205079?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. 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, Decembrie.
    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. Irina Pokhilenko & Luca M. M. Janssen & Aggie T. G. Paulus & Ruben M. W. A. Drost & William Hollingworth & Joanna C. Thorn & Sian Noble & Judit Simon & Claudia Fischer & Susanne Mayer & Luis Salvador-, 2023. "Development of an Instrument for the Assessment of Health-Related Multi-sectoral Resource Use in Europe: The PECUNIA RUM," Applied Health Economics and Health Policy, Springer, vol. 21(2), pages 155-166, March.
    2. Chiranjeev Sanyal & Don Husereau, 2020. "Systematic Review of Economic Evaluations of Services Provided by Community Pharmacists," Applied Health Economics and Health Policy, Springer, vol. 18(3), pages 375-392, June.
    3. Dong-Won Kang & Patricio B. Lynn & Li Wang & Shouhao Zhou & Chan Shen, 2025. "Cost-Effectiveness of Fruquintinib for Refractory Metastatic Colorectal Cancer in the USA," PharmacoEconomics - Open, Springer, vol. 9(1), pages 93-101, January.
    4. Andrew J. Mirelman & Miqdad Asaria & Bryony Dawkins & Susan Griffin & Richard Cookson & Peter Berman, 2020. "Fairer Decisions, Better Health for All: Health Equity and Cost-Effectiveness Analysis," World Scientific Book Chapters, in: Paul Revill & Marc Suhrcke & Rodrigo Moreno-Serra & Mark Sculpher (ed.), Global Health Economics Shaping Health Policy in Low- and Middle-Income Countries, chapter 4, pages 99-132, World Scientific Publishing Co. Pte. Ltd..
    5. Christopher M Doran & Irina Kinchin, 2020. "Economic and epidemiological impact of youth suicide in countries with the highest human development index," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-11, May.
    6. Boniface Oyugi & Olena Nizalova & Sally Kendall & Stephen Peckham, 2024. "Does a free maternity policy in Kenya work? Impact and cost–benefit consideration based on demographic health survey data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(1), pages 77-89, February.
    7. Muchandifunga Trust Muchadeyi & Karla Hernandez-Villafuerte & Gian Luca Tanna & Rachel D. Eckford & Yan Feng & Michela Meregaglia & Tessa Peasgood & Stavros Petrou & Jasper Ubels & Michael Schlander, 2024. "Quality Appraisal in Systematic Literature Reviews of Studies Eliciting Health State Utility Values: Conceptual Considerations," PharmacoEconomics, Springer, vol. 42(7), pages 767-782, July.
    8. Lili Wang & Lei Si & Fiona Cocker & Andrew J. Palmer & Kristy Sanderson, 2018. "A Systematic Review of Cost-of-Illness Studies of Multimorbidity," Applied Health Economics and Health Policy, Springer, vol. 16(1), pages 15-29, February.
    9. Etienne Nédellec & Judith Pineau & Patrice Prognon & Nicolas Martelli, 2018. "Level of Evidence in Economic Evaluations of Left Atrial Appendage Closure Devices: A Systematic Review," Applied Health Economics and Health Policy, Springer, vol. 16(6), pages 793-802, December.
    10. Qi Cao & Erik Buskens & Hans L. Hillege & Tiny Jaarsma & Maarten Postma & Douwe Postmus, 2019. "Stratified treatment recommendation or one-size-fits-all? A health economic insight based on graphical exploration," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(3), pages 475-482, April.
    11. Hensher, Martin & Canny, Ben & Zimitat, Craig & Campbell, Julie & Palmer, Andrew, 2020. "Health care, overconsumption and uneconomic growth: A conceptual framework," Social Science & Medicine, Elsevier, vol. 266(C).
    12. Dongzhe Hong & Lei Si & Minghuan Jiang & Hui Shao & Wai-kit Ming & Yingnan Zhao & Yan Li & Lizheng Shi, 2019. "Cost Effectiveness of Sodium-Glucose Cotransporter-2 (SGLT2) Inhibitors, Glucagon-Like Peptide-1 (GLP-1) Receptor Agonists, and Dipeptidyl Peptidase-4 (DPP-4) Inhibitors: A Systematic Review," PharmacoEconomics, Springer, vol. 37(6), pages 777-818, June.
    13. Werner Brouwer & Kaya Verbooy & Renske Hoefman & Job Exel, 2023. "Production Losses due to Absenteeism and Presenteeism: The Influence of Compensation Mechanisms and Multiplier Effects," PharmacoEconomics, Springer, vol. 41(9), pages 1103-1115, September.
    14. Simon Pol & Paula Rojas Garcia & Fernando Antoñanzas Villar & Maarten J. Postma & Antoinette D. I. Asselt, 2021. "Health-Economic Analyses of Diagnostics: Guidance on Design and Reporting," PharmacoEconomics, Springer, vol. 39(12), pages 1355-1363, December.
    15. Paul Revill & Simon Walker & Valentina Cambiano & Andrew Phillips & Mark J Sculpher, 2018. "Reflecting the real value of health care resources in modelling and cost-effectiveness studies—The example of viral load informed differentiated care," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-13, January.
    16. Kim Edmunds & Penny Reeves & Paul Scuffham & Daniel A. Galvão & Robert U. Newton & Mark Jones & Nigel Spry & Dennis R. Taaffe & David Joseph & Suzanne K. Chambers & Haitham Tuffaha, 2020. "Cost-Effectiveness Analysis of Supervised Exercise Training in Men with Prostate Cancer Previously Treated with Radiation Therapy and Androgen-Deprivation Therapy," Applied Health Economics and Health Policy, Springer, vol. 18(5), pages 727-737, October.
    17. Omar B. Da'ar & Abdi A. Gele, 2023. "Tuberculosis in a weak health system, conflict and fragile zone: The monetary value of human lives lost associated with deaths of persons older than 14 years in Somalia," International Journal of Health Planning and Management, Wiley Blackwell, vol. 38(1), pages 53-68, January.
    18. Fredrik Salvesen Haukaas & Audun Ohna & Tania Krivasi, 2018. "Cost-Effectiveness of Obinutuzumab in Combination with Bendamustine Followed by Obinutuzumab Maintenance versus Bendamustine Alone in Treatment of Patients with Rituximab-Refractory Follicular Lymphom," Applied Health Economics and Health Policy, Springer, vol. 16(4), pages 569-577, August.
    19. Thai, Thao & Lancsar, Emily & Spinks, Jean & Freeman, Christopher & Chen, Gang, 2024. "Understanding Australian pharmacy degree holders’ job preferences through the lens of motivation-hygiene theory," Social Science & Medicine, Elsevier, vol. 348(C).
    20. Anna Nicolet & Antoinette D I van Asselt & Karin M Vermeulen & Paul F M Krabbe, 2020. "Value judgment of new medical treatments: Societal and patient perspectives to inform priority setting in The Netherlands," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-18, July.

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0205079. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.