IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0283110.html
   My bibliography  Save this article

Mapping EQ5D utilities from forced vital capacity and diffusing capacity in fibrotic interstitial lung disease

Author

Listed:
  • Alyson W Wong
  • Huiying Sun
  • Ingrid A Cox
  • Jolene H Fisher
  • Nasreen Khalil
  • Kerri A Johannson
  • Veronica Marcoux
  • Deborah Assayag
  • Helene Manganas
  • Martin Kolb
  • Andrew J Palmer
  • Barbara de Graaff
  • E Haydn Walters
  • Peter Hopkins
  • Christopher Zappala
  • Nicole S Goh
  • Yuben Moodley
  • Vidya Navaratnam
  • Tamera J Corte
  • Christopher J Ryerson
  • Wei Zhang

Abstract

Objectives: Fibrotic interstitial lung disease (ILD) includes a large group of conditions that lead to scarring of the lungs. The lack of available 5-level EuroQol 5D (EQ5D) data has limited the ability to conduct economic evaluations in ILD. The purpose of this study was to develop and validate a mapping algorithm that predicts EQ5D utilities from commonly collected pulmonary function measurements (forced vital capacity [FVC] and diffusing capacity of the lung for carbon monoxide [DLCO]) in fibrotic ILDs. Methods: EQ5D utility and pulmonary function measurements from the Canadian Registry for Pulmonary Fibrosis were included. Ordinary least squares (OLS), beta regression, two-part, and tobit models were used to map EQ5D utilities from FVC or DLCO. Model performance was assessed by comparing the predicted and observed utilities. Subgroup analyses were also conducted to test how well models performed across different patient characteristics. The models were then externally validated in the Australian Idiopathic Pulmonary Fibrosis Registry. Results: The OLS model performed as well as other more complex models (root mean squared error: 0.17 for FVC and 0.16 for DLCO). As with the other models, the OLS algorithm performed well across the different subgroups (except for EQ5D utilities

Suggested Citation

  • Alyson W Wong & Huiying Sun & Ingrid A Cox & Jolene H Fisher & Nasreen Khalil & Kerri A Johannson & Veronica Marcoux & Deborah Assayag & Helene Manganas & Martin Kolb & Andrew J Palmer & Barbara de Gr, 2023. "Mapping EQ5D utilities from forced vital capacity and diffusing capacity in fibrotic interstitial lung disease," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-10, March.
  • Handle: RePEc:plo:pone00:0283110
    DOI: 10.1371/journal.pone.0283110
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0283110
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0283110&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0283110?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
    ---><---

    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:pone00:0283110. 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.

    We have no bibliographic references for this item. You can help adding them by using 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.