Service and clinical impacts of reader bias in breast cancer screening: a retrospective study

Author:

de Vries Clarisse F12ORCID,Staff Roger T3,Dymiter Jaroslaw A4,Boyle Moragh1,Anderson Lesley A1,Lip Gerald35, ,Black Corri,Murray Alison D.,Wilde Katie,Blackwood James D,Butterly Claire,Zurowski John,Eilbeck Jon,McSkimming Colin

Affiliation:

1. Aberdeen Centre for Health Data Science, University of Aberdeen , Aberdeen AB25 2ZD, United Kingdom

2. Aberdeen Biomedical Imaging Centre, University of Aberdeen , Aberdeen AB25 2ZN, United Kingdom

3. National Health Service Grampian (NHSG), Aberdeen Royal Infirmary , Aberdeen AB25 2ZN, United Kingdom

4. Grampian Data Safe Haven (DaSH), University of Aberdeen , Aberdeen AB25 2ZD, United Kingdom

5. North East Scotland Breast Screening Centre , Aberdeen AB25 2XF, United Kingdom

Abstract

Abstract Objectives To determine factors influencing reader agreement in breast screening and investigate the relationship between agreement level and patient outcomes. Methods Reader pair agreement for 83 265 sets of mammograms from the Scottish Breast Screening service (2015-2020) was evaluated using Cohen’s kappa statistic. Each mammography examination was read by two readers, per routine screening practice, with the second initially blinded but able to choose to view the first reader’s opinion. If the two readers disagreed, a third reader arbitrated. Variation in reader agreement was examined by: whether the reader acted as the first or second reader, reader experience, and recall, cancer detection and arbitration recall rate. Results Readers’ opinions varied by whether they acted as the first or second reader. Furthermore, reader 2 was more likely to agree with reader 1 if reader 1 was more experienced than they were, and less likely to agree if they themselves were more experienced than reader 1 (P < .001). Agreement was not significantly associated with cancer detection rate, overall recall rate or arbitration recall rates (P > .05). Lower agreement between readers led to a higher arbiter workload (P < .001). Conclusions In mammography screening, the second reader’s opinion is influenced by the first reader’s opinion, with the degree of influence dependent on the readers’ relative experience levels. Advances in knowledge While less-experienced readers relied on their more experienced reading partner, no adverse impact on service outcomes was observed. Allowing access to the first reader’s opinion may benefit newly qualified readers, but reduces independent evaluation, which may lower cancer detection rates.

Funder

Industrial Centre for Artificial Intelligence Research in Digital Diagnostics

UK Research and Innovation

Publisher

Oxford University Press (OUP)

Reference24 articles.

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