Hoo, Z. orcid.org/0000-0002-7067-3783, Campbell, M.J., Walters, S.J. et al. (1 more author) (2020) Understanding FEV1 for the purpose of cystic fibrosis registry comparisons: Does bias in annual review FEV1 affect between-centre comparison within the UK? An analysis of registry data. Journal of Evaluation in Clinical Practice, 26 (1). pp. 229-235. ISSN 1356-1294
Abstract
Rationale, aims and objective:
We previously demonstrated that annual review %FEV1 under-estimates lung health of adults with CF compared to %FEV1 captured during periods of clinical stability. This has implications in the comparisons against registries with encounter-based FEV1, such as the US. It is uncertain whether this bias affects between-centre comparison within the UK. Previous funnel plot analyses have identified variation in annual review %FEV1 according to centre size, hence we investigated whether paired differences between annual review and best %FEV1 also vary according to centre size.
Methods:
This registry analysis included 18 adult CF centres in the UK with ≥80% completeness for best FEV1 data in 2014. Mean discrepancy between annual review and best %FEV1 is a surrogate for the extent by which annual review %FEV1 underestimates lung health; and was plotted against centre size. A Local Polynomial Regression (LOESS) curve was used to explore the relationship between the two variables. An appropriate model is fitted based on the LOESS curve to determine the strength of relationship between discrepancies in %FEV1 and centre size.
Results:
There is an inverted U-shaped relationship between mean discrepancies in %FEV1 and centre size. A regression of the paired mean difference in %FEV1 against centre size showed a significant improvement in the goodness of fit for a quadratic model (R2 = 23.8% for a quadratic model compared with 0.4% for a linear one; p = 0.048 for the quadratic term).
Conclusions:
Annual review %FEV1 under-estimated lung health of adults from small and large centres in the UK to a greater extent compared to medium-sized centres. A plot of %FEV1 against centre size (e.g. funnel plot comparison) would be affected by systematic bias in annual review %FEV1. Therefore, annual review %FEV1 is an unreliable metric to compare health outcomes of adult CF centres within the UK.
Metadata
Item Type: | Article |
---|---|
Authors/Creators: |
|
Copyright, Publisher and Additional Information: | © 2019 John Wiley & Sons, Ltd. This is an author produced version of a paper subsequently published in Journal of Evaluation in Clinical Practice. Uploaded in accordance with the publisher's self-archiving policy. |
Dates: |
|
Institution: | The University of Sheffield |
Academic Units: | The University of Sheffield > Faculty of Medicine, Dentistry and Health (Sheffield) > School of Health and Related Research (Sheffield) > ScHARR - Sheffield Centre for Health and Related Research The University of Sheffield > Sheffield Teaching Hospitals |
Funding Information: | Funder Grant number NATIONAL INSTITUTE FOR HEALTH RESEARCH DRF-2014-07-092 |
Depositing User: | Symplectic Sheffield |
Date Deposited: | 30 Jan 2019 12:49 |
Last Modified: | 16 Nov 2021 12:42 |
Status: | Published |
Publisher: | Wiley |
Refereed: | Yes |
Identification Number: | 10.1111/jep.13097 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:141642 |