MétaCan
Menu
Back to cohort

Informal caregivers’ experiences of formal support in a changing context

2003· article· en· W2150406929 on OpenAlexaboutno aff
Janine Wiles

Bibliographic record

VenueHealth & Social Care in the Community · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicIntergenerational Family Dynamics and Caregiving
Canadian institutionsnot available
Fundersnot available
KeywordsSituatedContext (archaeology)NarrativeThematic analysisPerceptionFormal systemQuality (philosophy)PsychologyNursingQualitative researchPublic relationsSociologyMedicinePolitical scienceGeographyComputer science

Abstract

fetched live from OpenAlex

As the location of long-term care of elderly people moves to homes and communities, and responsibility for care shifts to families, understanding the experience of people in this situation is necessary to ensure that support is appropriate, accessible and effective. The present paper explores informal caregivers' and recipients' relationships with formal support, drawing on thematic and narrative analysis of 30 in-depth interviews with self-identified family caregivers conducted over a year in a mid-size city in Ontario, Canada. All but six of these caregivers had had some interaction with formal support. The semistructured interviews explored caregivers' knowledge about, and perceptions and experiences of accessing and using formal support. Interpretation reveals how confusion and lack of knowledge about services, the inflexibility and lack of availability of services, and increasing pressure on the quantity and quality of publicly funded community-based resources combine to impact negatively on the experience of accessing and using formal support. Different ideas about the relative roles and responsibilities of seniors, informal caregivers and 'family' in general, and the state both shape and are shaped by policies and the situated realities of the provision of formal support. Providing care at home creates both opportunities and constraints for caregivers in their interactions with formal support. Lastly, this paper highlights the difficulties of interacting with publicly funded formal support as the costs of care are moved away from the state and onto families and individuals.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.037
Threshold uncertainty score0.073

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0090.006
Scholarly communication0.0030.002
Open science0.0010.005
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.036
GPT teacher head0.344
Teacher spread0.307 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations159
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueHealth & Social Care in the CommunitySame topicIntergenerational Family Dynamics and CaregivingFrench-language works237,207