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Record W4407858916 · doi:10.1111/ajag.70001

Advancing a relational approach through online education: A mixed methods assessment in older adults' care

2025· article· en· W4407858916 on OpenAlexafffundabout
Alison Craswell, Maria Alice Galvão Ribeiro, Natasha Hubbard Murdoch, Sandy Whitford, Thomas J. Murdoch, Sharon Anderson, Jasneet Parmar, Roslyn M. Compton

Bibliographic record

VenueAustralasian Journal on Ageing · 2025
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsUniversity of AlbertaUniversity of Saskatchewan
FundersSaskatchewan Health Research Foundation
KeywordsThematic analysisHealth careFocus groupPsychologyAnalyticsMedical educationNursingMedicineQualitative researchSociologyComputer scienceData science

Abstract

fetched live from OpenAlex

OBJECTIVE: To evaluate the experience of health-care workers who completed an online professional development program designed to support family carergivers in care teams in personal care homes. The evaluation focussed on issues of access and uptake of education modules. METHODS: An explanatory sequential mixed methods design was used to include data from posteducation surveys, and online module analytics of use, to inform interview questions. Demographic data, survey data and video analytics were described. Focus group data were analysed using reflexive thematic analysis. Mixed method data integration enabled inference development. RESULTS: Across eight personal care homes located in Canada and Australia, of 114 health-care workers (mainly care aides) who commenced the online education modules, 89 watched and completed the postassessment. Most agreed that the educational content increased their understanding, and the videos increased their knowledge. Ten participants took part in focus groups interviews. The education was perceived as another way to learn and was considered beneficial for individual and team practice. Health-care workers found it difficult to find time to undertake learning opportunities outside work when their lives were busy and involved other responsibilities or multiple jobs. The need for organisational support to coordinate time during work to undertake work-related learning was highlighted. CONCLUSIONS: Caregiver-centred care education exemplifies enhancing relational care among health-care staff and family caregivers, beneficial for individual and team practice. By valuing education for health-care workers through creating opportunities for staff to engage during work time, a cultural environment that embodies continuous learning can be created in sectors caring with older adults.

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 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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.722
Threshold uncertainty score0.944

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.031
GPT teacher head0.461
Teacher spread0.430 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations1
Published2025
Admission routes3
Has abstractyes

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