Changes in Family Involvement Following a Relative's Move to a Long-Term Care Facility
Bibliographic record
Abstract
The purpose of this study was to examine changes in family involvement following a relative's move to a long-term care facility as well as factors associated with these changes. Qualitative data, using in-depth, active interviews were gathered from 35 family members at two points in time following a relative's move to a facility. Findings showed some changes in contact that were related to personal, social, institutional, and health conditions. Occasionally, new types of care were provided; more often care was re-balanced or expressed in alternative ways. The majority of participants did not view themselves as caregivers, a perception that remained stable over time. Consistent with continuity theory, families, in most cases, tended to seek ways to maintain consistency in their roles as family members and carers, particularly in the first year or so after placement. Nonetheless, facility staff should be aware of the factors that might influence changes over time in family caregiving roles and offer support to families dealing with these issues.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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; 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".