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Record W4381512537 · doi:10.1177/10848223231183016

Strategies Used by Home Health Care Professionals Working With Older Adults to Navigate the Institutional Context: An Integrative Review

2023· article· en· W4381512537 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.

Bibliographic record

VenueHome Health Care Management & Practice · 2023
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsQuebec Network for Research on AgingUniversité de Sherbrooke
Fundersnot available
KeywordsRemunerationContext (archaeology)Psychological interventionScope (computer science)Health careMedicineNursingQuality (philosophy)BusinessPublic relationsPolitical scienceFinanceComputer science

Abstract

fetched live from OpenAlex

To respond to the needs of home healthcare (HHC) patients, HHC professionals must use strategies to navigate the influence of the institutional context, that is, laws and regulations, the administration, and the organization of HHC services. However, no synthesis of those strategies exists. This review aimed to synthesize the strategies used by HHC professionals working with older adults to navigate the institutional context. An integrative review was undertaken in 5 databases, from 2011 to January 2023. The quality of documents was assessed based on an adapted version of the Critical Review Form—Qualitative Studies (Version 2.0) in which a score was calculated out of 25, and data was analyzed through coding, data display and comparison. Thirteen documents were included. The quality of studies ranged from 13 to 21.75. Strategies are often used to overcome limited resources (e.g., time, funding). Six types of strategies were identified: Deviating (bypassing rules or processes), taking on more and more (taking additional work), offering one’s personal time (working without remuneration), reallocating resources (splitting HHC services between patients), limiting HHC visits (restricting interventions or actions) and relying on others (transferring responsibilities). The use of strategies could alleviate the discomfort felt by HHC professionals due to limited resources. However, as some strategies lead to a reduced scope of practice and to a loss of expertise, this could impede the quality of the care, resulting in non-responded needs for HHC patients.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.804
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0040.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.037
GPT teacher head0.435
Teacher spread0.398 · 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