Desire for Control, Self-Efficacy, and Tinnitus Distress
Bibliographic record
Abstract
Tinnitus is a common condition, characterized by the perception of ringing or noises in the head without an external source, that impacts numerous individuals worldwide, including those in Canada. The variability in tinnitus distress levels is thought to stem, at least in part, from diverse personality traits and the resulting emotional reactions to the condition. This study contributes to the growing body of research investigating the individuality of tinnitus sufferers and seeks to shed light on specific factors that contribute to their levels of associated distress. The investigation focused on two main factors: Desire for Control (an individual’s general inclination to assert control over life events) and Self-Efficacy for Tinnitus Management (confidence in effectively handling and managing tinnitus). The primary objective was to uncover any associations among these two factors and a patient's level of tinnitus distress. By understanding how these constructs interrelate, a deeper understanding of contributions to distress among those grappling with tinnitus can be gained. The significance of this research lies in its potential to enhance the support and interventions provided to tinnitus patients by healthcare professionals. An online survey collected responses from 130 Canadian adults regarding their health status and experiences with tinnitus. The study confirmed a robust correlation between the Self-Efficacy for Tinnitus Management Questionnaire (SETMQ) scores and the extent of distress experienced by individuals with tinnitus. The SETMQ, therefore, holds promise as a valuable instrument for identifying domains in which patients could benefit from additional support to alleviate their tinnitus-related distress. The study also revealed that there was no correlation between generalized desire for control and tinnitus-related distress. These results suggest the need for a new Desirability for Control scale similar in tinnitus-specificity to the SETMQ.
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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 | 0.002 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".