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The safety challenges of therapeutic self-care and informal caregiving in home care: A qualitative descriptive study

2020· article· en· W3049118131 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueGeriatric Nursing · 2020
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsNipissing UniversityOntario Tech UniversityUniversity of Toronto
FundersRegistered Nurses’ Foundation of Ontario
KeywordsThematic analysisQualitative researchNursingMedicineAgency (philosophy)Health carePsychology

Abstract

fetched live from OpenAlex

With an increasing number of older people who require homecare services, clients must develop a therapeutic self-care ability in order to manage their health safely in their homes. Therapeutic self-care is the ability to take medications as prescribed, and to recognize and manage symptoms that may be experienced, such as pain. This qualitative research study utilized one-on-one, in-depth, semi-structured interviews with the clients and their informal caregivers recruited from one homecare agency in Ontario, Canada. The goal of the interviews was to gain a better understanding of the relationship between client's therapeutic self-care ability and homecare safety outcomes, and the role of self-care and caregiving activities in supporting homecare safety in relation to chronic disease management. A total of fifteen older homecare clients (over the age of 65) and fifteen informal caregivers were interviewed in their homes. Qualitative description was the methodological approach used to guide the research study. Thematic analyses of the qualitative interview data revealed that homecare clients and their informal caregivers are struggling with multiple aspects of safety challenges. The study findings provided insight into safety problems related to therapeutic self-care at home, and this knowledge is vital to policy formulation related to the role of healthcare professionals in improving client's therapeutic self-care ability to reduce safety related risks and burden for older homecare recipients. Protocol Reference and REB approval (#27223) was obtained from University of Toronto Research Ethics Board.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.115
Threshold uncertainty score0.761

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.051
GPT teacher head0.382
Teacher spread0.331 · 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