Formal Care Providers' Perceptions of Home- and Community-Based Services: Informing Dementia Care Quality
Bibliographic record
Abstract
Little attention has been given to the perceptions of formal care providers on the nature and quality of home- and community-based dementia care. The purpose of this descriptive interpretive research was to explore formal care providers' perceptions of their experiences with Canadian home- and community-based dementia care. Participants within three personal interviews and six focus groups (n = 41) included nurses, social workers, therapists, home care aides, and Alzheimer Society personnel (front line/management) in rural and urban areas of Saskatchewan (n = 16), Manitoba (n = 20), and Ontario (n = 8). Two overarching thematic categories, Service Availability and Service Acceptability, emerged from the data analysis. Subthemes of availability were identified as: (a) challenges of service availability, including service wait lists, lack of home care provider training, lack of community-based dementia care infrastructure, and sociocultural and geographic barriers to accessing dementia services; and (b) essential facilitators of availability, including service infrastructure, service bridging, and agency partnerships to form coordinated care systems. Subthemes of acceptability were revealed as: (a) essential components of dementia care, including provision of comprehensive personal care and the use of dementia care professional practice knowledge within a home care setting; and (b) service challenges, including inadequate service time for the physical care and socioemotional support of the client and family caregiver, caregiver and formal provider difficulty with navigation of a fragmented care system, lack of system coordination, and financial costs of services. Essential, integrated dementia care could be established by listening to the "voices of formal care providers," thereby decreasing dementia care costs and increasing the quality of life for those with dementia, and their family caregivers.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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".