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Record W2789298639 · doi:10.1111/bjd.16398

Initial validation of the Burden of Disease in Atopic Eczema instrument, a quality-of-life measure for adult atopic dermatitis

2018· letter· en· W2789298639 on OpenAlexafffund
A.R. Wang, Rachel Dunlap, Magdy A. Darwish, Eric L. Simpson, Jon M. Hanifin, Abrar A. Qureshi, Libo Du, Aaron M. Drucker

Bibliographic record

VenueBritish Journal of Dermatology · 2018
Typeletter
Languageen
FieldMedicine
TopicDermatology and Skin Diseases
Canadian institutionsWomen's College HospitalUniversity of Toronto
FundersEczema Society of Canada
KeywordsAtopic dermatitisMedicineMeasure (data warehouse)Quality of life (healthcare)DermatologyAtopyAllergyImmunologyComputer science

Abstract

fetched live from OpenAlex

Dear Editor, The Harmonising Outcome Measures for Eczema (HOME) initiative identified quality of life (QoL) as a core outcome domain that should be assessed in all atopic dermatitis (AD) trials.1 However, based on a systematic review of the measurement properties of QoL instruments, HOME could not reach consensus on which QoL instrument should be recommended for adult AD.2,3 In response to the need for a valid QoL instrument, we developed the Burden of Disease in Atopic Eczema (BODE) instrument. BODE was designed to address important aspects of QoL included in well‐established generic QoL measures such as the Short Form‐12, modified for patients with AD.4 The objectives of this study were to test the item performance and internal and construct validity of BODE for the assessment of QoL in adult AD. BODE uses visual analogue scales to measure patient‐reported outcomes. A score from 0 (smallest effect) to 10 (largest effect) is derived for each question by measuring the distance from 0 along the line to the point where the patient marked, dividing that by the length of the line and multiplying by 10. BODE includes 10 items assessing physical comfort, social comfort, self‐care, work, volunteer and home care, concentration, emotional health, intimacy and sleep. A pilot version of BODE was administered to participants at two U.S. tertiary care dermatology centres: Rhode Island Hospital and Oregon Health and Science University (OHSU). Inclusion criteria were AD diagnosed by a board‐certified dermatologist, age ≥ 18 years and English speaking. After providing informed consent, each participant completed the BODE along with the Dermatology Life Quality Index (DLQI) and Skindex‐16 – two QoL assessments that are commonly used in AD trials.5,6 At OHSU, a dermatologist additionally performed two assessments of AD severity: an investigator's global assessment (IGA) and the Eczema Area and Severity Index (EASI).7 Sixty‐six participants completed the survey, 29 male and 37 female, with a mean ± SD age of 43·2 ± 15·7 years. Median DLQI, Skindex‐16, EASI and IGA scores are available from the authors. We first performed exploratory factor analysis (EFA) to explore the underlying constructs, subdomains (and subscales) and factors of the BODE and to refine the scale preliminarily to include high‐performance items only. Confirmatory factor analysis (CFA) was then performed to validate the construct(s) and subscales, and to refine the subscale further to include high‐information items only. We adopted a strict item selection criterion so that only items with high information (i.e. factor loadings > 0·6) would be retained in the final scale. The EFA results for BODE suggested the presence of two highly correlated (r = 0·80) yet unique constructs/subdomains that best explain the observed item response patterns (total variance explained = 70%). The two subdomains identified can be roughly categorized into ‘sense of well‐being’ and ‘functional independence’. CFA was used to validate the two subdomains, with all items showing statistically significant strong factor loadings on their respective subdomains (all loadings > 0·6, P < 0·001; all data available by contacting the authors). This indicated high information content. All 10 items met the selection criterion and were therefore retained. To assess internal consistency, Cronbach's α was calculated for the subdomains of sense of well‐being (0·91) and functional independence (0·82), and the overall BODE (0·92). This demonstrated excellent overall internal consistency and very good‐to‐excellent subscale internal consistency. Of the QoL assessments reviewed by Heinl et al. for HOME, only the QoLIAD (Quality of Life Index for Atopic Dermatitis) had similar internal consistency.8 We hypothesized that BODE would correlate strongly with DLQI and Skindex‐16 and moderately with IGA and EASI. Correlation analyses show that BODE scores are strongly correlated with DLQI (Pearson's correlation coefficient r = 0·76, P < 0·001) and Skindex‐16 (r = 0·84, P < 0·001). Correlations were significant but not as strong with measures of severity of the signs of AD (IGA: r = 0·40, P = 0·005; EASI: r = 0·45, P = 0·001). The limitations of this study include the small sample size; replication in larger samples and more heterogeneous populations is needed. Development of the instrument would have been strengthened by initial qualitative interviews with the patients; nevertheless, the BODE has face validity as its items assess the requisite components of AD‐related QoL identified at the HOME IV meeting, which included patient representatives.2 Other gaps remaining in the validation of BODE include test–retest reliability, responsiveness and interpretability. Our initial validation of the BODE (reformatted to fit on one double‐sided piece of paper and emphasizing the term ‘current’ eczema, Fig. S1; see Supporting Information) with regard to construct validity, internal consistency and item information is promising. No currently available QoL instrument for AD shows strength in all three of these categories.3 Pending further validation, BODE may address the clinical and scientific community's need for a valid QoL measure in AD. Funding sources: This work was supported in part by a research grant from the Eczema Society of Canada. Conflicts of interest: A.M.D. and A.A.Q. are investigators for Regeneron and Sanofi (no compensation). A.M.D. has been a speaker for Astellas Canada (honorarium). A.A.Q. is a consultant for AbbVie, Amgen, Centers for Disease Control and Prevention, Janssen, Merck, Novartis and Pfizer (honoraria donated to charity), and an investigator for Amgen (honorarium donated to charity). Fig S1. Burden of Disease in Atopic Eczema (BODE) instrument.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.020
metaresearch head score (Gemma)0.068
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.104

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.068
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0010.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.033
GPT teacher head0.307
Teacher spread0.274 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Published2018
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