Quality of life in cochlear implantees: Comparing utility values obtained through the Medical Outcome Study Short‐Form Survey‐6D and the Health Utility Index Mark 3
Bibliographic record
Abstract
OBJECTIVES/HYPOTHESIS: To evaluate the changes in health-related quality of life in unilateral adult cochlear implant patients using the Medical Outcome Study Short-Form Survey-36 (SF-36) and the Health Utility Index Mark 3 (HUI-3). To do so, a health utility index was obtained by converting the SF-36 to the Medical Outcome Study Short-Form Survey-6D (SF-6D) to permit comparison with HUI-3 scores in the context of health preference as measured by quality-adjusted life years. STUDY DESIGN: Prospective cohort study. METHODS: Eighty-one postlingually deaf adult patients undergoing cochlear implantation completed the SF-36 and HUI-3 preoperatively and at a median of 1.4 years (range, 11 months-5 years) after cochlear implantation. RESULTS: The SF-36 improvement was statistically significant in two domains. The SF-36 data were converted to SF-6D. Preoperatively, the mean SF-6D utility score was 0.575 ± 0.056. One year postoperatively this score increased to 0.590 ± 0.064. The improvement of 0.015 ± 0.082 was not statistically significant (P = .1118). Of the HUI-3 attributes, two showed improvement between preoperative and postoperative evaluations. The overall HUI-3 score increased from 0.464 ± 0.207 preoperatively to 0.611 ± 0.190 postoperatively. The gain of 0.146 ± 0.19 was statistically significant (P < .0001). The intraclass correlation coefficient between the SF-6D and HUI-3 showed a very small correlation, both pre- and postoperatively. CONCLUSIONS: Against the backdrop of diminishing resources for healthcare, cost-effective analysis is fast becoming an important tool. There remains a strong need for health-related quality-of-life instruments that can truly reflect the benefit of cochlear implantation, in which utility estimates are fundamentally important. The SF-36 scores, when converted to SF-6D, do not correlate well with HUI-3 scores in a cohort of adult cochlear implant recipients. The HUI-3 remains the most appropriate tool for this patient group. LEVEL OF EVIDENCE: 4
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.031 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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; both teacher heads agree on what is shown here.
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".