WHO, WHEN, HOW: a scoping review on flexible at-home respite for informal caregivers of older adults
Bibliographic record
Abstract
BACKGROUND: As the world population is aging, considerable efforts need to be put towards developing and maintaining evidenced-based care for older adults. Respite services are part of the selection of homecare offered to informal caregivers. Although current best practices around respite are rooted in person centeredness, there is no integrated synthesis of its flexible components. Such a synthesis could offer a better understanding of key characteristics of flexible respite and, as such, support its implementation and use. METHODS: To map the literature around the characteristics of flexible at-home respite for informal caregivers of older adults, a scoping study was conducted. Qualitative data from the review was analyzed using content analysis. The characterization of flexible at-home respite was built on three dimensions: WHO, WHEN and HOW. To triangulate the scoping results, an online questionnaire was distributed to homecare providers and informal caregivers of older adults. RESULTS: A total of 42 documents were included in the review. The questionnaire was completed by 105 participants. The results summarize the characteristics of flexible at-home respite found in the literature. Flexibility in respite can be understood through three dimensions: (1) WHO is tendering it, (2) WHEN it is tendered and (3) HOW it is tendered. Firstly, human resources (WHO) must be compatible with the homecare sector as well as being trained and qualified to offer respite to informal caregivers of older adults. Secondly, flexible respite includes considerations of time, duration, frequency, and predictability (WHEN). Lastly, flexible at-home respite exhibits approachability, appropriateness, affordability, availability, and acceptability (HOW). Overall, flexible at-home respite adjusts to the needs of the informal caregiver and care recipient in terms of WHO, WHEN, and HOW. CONCLUSION: This review is a step towards a more precise definition of flexible at-home respite. Flexibility of homecare, in particular respite, must be considered when designing, implementing and evaluating services.
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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 | 0.022 | 0.095 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.004 |
| Bibliometrics | 0.020 | 0.019 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.004 | 0.002 |
| 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".