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Record W2165959497 · doi:10.1093/geront/gns127

Gaps, Disconnections, and Discontinuities—The Role of Information Exchange in the Delivery of Quality Long-Term Care

2012· article· en· W2165959497 on OpenAlexaff
Andrew Georgiou, Anne Marks, Jeffrey Braithwaite, Johanna Westbrook

Bibliographic record

VenueThe Gerontologist · 2012
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsInstitute on Governance
FundersUniversity of SydneyUniversity of New South Wales
KeywordsInformation and Communications TechnologyQualitative researchBusinessInformation exchangeKnowledge managementFocus groupQuality (philosophy)SustainabilityProcess managementConceptual frameworkNursingMedicineMarketingComputer scienceTelecommunicationsSociology

Abstract

fetched live from OpenAlex

PURPOSE OF THE STUDY: The smart use of information and communication technologies (ICT) is widely seen as a means of enhancing the quality of aged care services. One of the barriers to ICT diffusion in aged care is the failure to cater for the complex and interdisciplinary requirements of the aged care environment. The aim of this qualitative study was to identify the layers of information exchange and communication and produce a conceptual model that can help to inform decisions related to the design, implementation, and sustainability of ICT. DESIGN AND METHODS: A qualitative study conducted in 2010 within seven Australian residential aged care facilities. It included 11 focus groups involving 47 staff and 54 individual interviews and observation sessions. RESULTS: The analysis of work processes identified key information exchange components related to the type of information (residential, clinical, and administrative) that is collected, stored, and communicated. This information relies on a diverse number of internal and external communication channels that are important for the organization of care. IMPLICATIONS: The findings highlight potential areas of communication dysfunction as a consequence of structural holes, fragmentation, or disconnections that can adversely affect the continuity and coordination of care, its safety, and quality.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.162
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.047
GPT teacher head0.381
Teacher spread0.334 · 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

Citations44
Published2012
Admission routes1
Has abstractyes

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