Improving severity scoring of food-induced allergic reactions: a global “Best-Worst Scaling” exercise
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Published version
Author(s)
Turner, Paul
Stafford, aisling
Type
Journal Article
Abstract
Background
There is no current consensus on assigning severity to food-induced allergic reactions, for example to assess the efficacy of allergen immunotherapy. Existing severity scores lack the capability to discriminate between non-anaphylaxis reactions of different severities. Attempts are ongoing to develop a more discriminatory score, which should ideally be data-driven and validated in multiple cohorts.
Objective
To undertake an exercise using ‘Best-Worst Scaling’ (BWS) to define a potential ‘gold standard’ against which severity scoring of food-induced allergic reactions can be refined.
Methods
We undertook a global survey to better understand how healthcare professionals rate the severity of food-induced allergic reactions, using BWS methodology. Respondents were given a number of patient case vignettes describing real-world allergic reactions, and asked to select the pair that, in their opinion, reflected the maximum difference in severity. Responses were then modelled and a “preference” score (representing severity) determined for each scenario. Scenarios were also scored using existing published scoring systems, and the scores compared to the BWS score using Spearman’s R correlation and Cohen’s kappa. Given the differences in definitions of anaphylaxis globally, we also evaluated differences in BWS ranking depending on the geographical location of respondents.
Results
334 complete responses were received, 183 (55%) from Europe and 65 (20%) from North America. Perception of severity of some reactions appeared to be affected by geographical location. The comparison of BWS ranking with current grading systems identified significant issues that varied from one grading system to another, such as prominence to some symptoms e.g. vomiting which skew grading when using scoring systems not designed for food allergy. In general, current scoring systems poorly discriminate against more mild symptoms and often overestimate their severity.
Conclusion
These data provide a methodology free of user scale bias to help define a potential, consensus-driven gold-standard which can be used to guide and validate the development of improved grading systems to score food induced allergic symptoms, and highlight areas for education where there is potential to mis-categorize severity.
There is no current consensus on assigning severity to food-induced allergic reactions, for example to assess the efficacy of allergen immunotherapy. Existing severity scores lack the capability to discriminate between non-anaphylaxis reactions of different severities. Attempts are ongoing to develop a more discriminatory score, which should ideally be data-driven and validated in multiple cohorts.
Objective
To undertake an exercise using ‘Best-Worst Scaling’ (BWS) to define a potential ‘gold standard’ against which severity scoring of food-induced allergic reactions can be refined.
Methods
We undertook a global survey to better understand how healthcare professionals rate the severity of food-induced allergic reactions, using BWS methodology. Respondents were given a number of patient case vignettes describing real-world allergic reactions, and asked to select the pair that, in their opinion, reflected the maximum difference in severity. Responses were then modelled and a “preference” score (representing severity) determined for each scenario. Scenarios were also scored using existing published scoring systems, and the scores compared to the BWS score using Spearman’s R correlation and Cohen’s kappa. Given the differences in definitions of anaphylaxis globally, we also evaluated differences in BWS ranking depending on the geographical location of respondents.
Results
334 complete responses were received, 183 (55%) from Europe and 65 (20%) from North America. Perception of severity of some reactions appeared to be affected by geographical location. The comparison of BWS ranking with current grading systems identified significant issues that varied from one grading system to another, such as prominence to some symptoms e.g. vomiting which skew grading when using scoring systems not designed for food allergy. In general, current scoring systems poorly discriminate against more mild symptoms and often overestimate their severity.
Conclusion
These data provide a methodology free of user scale bias to help define a potential, consensus-driven gold-standard which can be used to guide and validate the development of improved grading systems to score food induced allergic symptoms, and highlight areas for education where there is potential to mis-categorize severity.
Date Issued
2021-07-19
Date Acceptance
2021-06-29
Citation
Journal of Allergy and Clinical Immunology: In Practice, 2021, 9 (11), pp.4075-4086
ISSN
2213-2198
Publisher
Elsevier
Start Page
4075
End Page
4086
Journal / Book Title
Journal of Allergy and Clinical Immunology: In Practice
Volume
9
Issue
11
Copyright Statement
© 2021 The Authors. Published by Elsevier Inc. on behalf of the American Academy of Allergy, Asthma & Immunology. Under a Creative Commons license.
License URL
Sponsor
Medical Research Council (MRC)
Commission of the European Communities
Identifier
https://www.sciencedirect.com/science/article/pii/S2213219821007893?via%3Dihub
Grant Number
MR/K010468/1
312147
Subjects
Anaphylaxis
Education
Food allergy
Severity score
Publication Status
Published online
Date Publish Online
2021-07-19