Mental Health and Spouse Support Among Older Couples Living With Sensory Loss
Bibliographic record
Abstract
OBJECTIVES: The current study examined the mental health of couples living with and without sensory loss; compared the mental health of couples living with hearing, vision, or dual-sensory loss; and investigated the association between spouse support and the mental health of couples living with sensory loss. METHOD: The study included 513 couples with sensory loss and 1,079 couples without sensory loss. Actor-Partner Interdependence Models were used to examine associations between spouse support and mental health. RESULTS: Controlling for potential covariates, individuals with sensory loss and their spouses were at a greater risk of mental health problems. Sensory loss modality (hearing and/or vision) did not explain any differences. Both actor and partner effects of spouse support on anxiety and depression were found. DISCUSSION: The findings highlight the need to support the mental health of couples living with sensory loss and indicate the importance of considering the intimate relationship in future studies.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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; a candidate call from one teacher head, 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".