Content Validity of Sjögren’s Syndrome Symptom Diary and Functional Assessment of Chronic Illness Therapy-Fatigue in Patients with Sjögren’s
Bibliographic record
Abstract
Sjögren’s Syndrome Symptom Diary (SSSD) and Functional Assessment of Chronic Illness Therapy-Fatigue (FACIT-F) are patient-reported outcome (PRO) instruments assessing Sjögren’s symptoms. Original SSSD items have demonstrated content validity, however qualitative evidence supporting the updated ‘tiredness’ item and two new supplementary items is lacking. Although well established and validated in other rheumatic diseases, there is no qualitative evidence supporting content validity of FACIT-F in Sjögren’s. This study addressed these evidence gaps to support use of SSSD and FACIT-F as clinical trial endpoints, in clinical practice and in other research settings. Qualitative, semi-structured telephone interviews were conducted with patients with Sjögren’s (n = 12) and expert Sjögren’s physicians (n = 10). Patient interviews explored content validity (e.g., understanding and relevance) of the new and updated SSSD items, perceptions of item and total score meaningful change on SSSD, and understanding and relevance of FACIT-F items. Physician interviews explored opinions on various SSSD scoring approaches. The new and updated SSSD items and FACIT-F demonstrated good content validity. Most patients considered a two-point improvement on most SSSD items meaningful, as well as a one- or two-point total score improvement. Most physicians reported tracking changes in patient responses to individual items as the most appropriate SSSD scoring approach. SSSD and FACIT-F are content valid in a Sjögren’s population, meeting an important criterion to support their use as clinical trial endpoints, but also their use in clinical practice and other research settings. Qualitative data exploring meaningful change will be valuable in supporting psychometrically derived responder definitions. Sjögren’s Syndrome Symptom Diary (SSSD) and Functional Assessment of Chronic Illness Therapy-Fatigue (FACIT-F) are questionnaires completed by individuals with Sjögren’s to assess the severity of their symptoms. It is important to show that these questionnaires are well understood and relevant to the individuals who complete them. Therefore, interviews were conducted with individuals with Sjögren’s to explore their understanding and relevance of new and updated SSSD questions. Similarly, the interviews explored whether the FACIT-F questionnaire was well understood and relevant to individuals with Sjögren’s, as this has not been explored before. Interviews were also conducted with expert Sjögren’s physicians to explore the best approach to scoring SSSD (e.g., calculating a total score or looking at scores on individual items). The new and updated SSSD questions and the FACIT-F questionnaire were well understood and considered relevant by most individuals with Sjögren’s. This suggests these questionnaires are appropriate for use in Sjögren’s clinical trials, clinical practice, and other research settings. Most individuals with Sjögren’s considered an improvement of two points on individual SSSD questions to be important, as well as a one- or two-point improvement in their total SSSD score. Most physicians agreed on the best approach to scoring SSSD.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.045 | 0.127 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".