Health Care Aides' Struggle to Build and Maintain Relationships with Families in Complex Continuing Care Settings
Bibliographic record
Abstract
Research on the relationships between health care aides (HCAs) and families of clients has been situated mainly in long-term care settings and includes scant findings about the perceptions of HCAs. Based on the findings of a larger qualitative study using a grounded theory approach, this paper addresses the topic of HCA-family relationships in complex continuing care (CCC). In-depth individual interviews with eight HCAs and a follow-up focus group with HCAs from three CCC facilities were analysed. Building relationships with families entailed "being there for them and their relatives", while maintaining relationships involved "dealing with disappointments". Factors influencing building and maintaining HCA-family relationships included "having supportive team members", "having resources available", and "functioning within care-team hierarchies". The findings highlight the importance of minimizing the unit and organizational factors that disrupt HCA-family relationships.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 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".