A Comparative Descriptive Study of Characteristics of Early- and Late-Onset Dementia Family Caregivers
Bibliographic record
Abstract
Characteristics of early- and late-onset dementia family caregivers were described and compared. Based on a theoretical model of role transition, data were collected through structured interviews from 48 caregivers of adults with Alzheimer's disease or a related dementia older than the age of 70 and 48 caregivers of similarly diagnosed adults younger than the age of 60. A significantly higher proportion of caregivers of younger adults were spouses and gainfully employed compared with those of older adults; they had more years of schooling, took care of a person with more severe impairments, received more help, perceived themselves as better prepared to deal with future needs, and better informed about services. They did not differ from caregivers of older adults in terms of psychological distress, role confidence, self-efficacy, and social support. This study highlights differences and similarities to be considered in the development of services tailored to the specific needs of each group.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".