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Record W2899829045 · doi:10.1093/geroni/igy023.2682

THE IMPACT OF LEADERSHIP AND CULTURE ON SUSTAINABILITY OF A DEMENTIA TRAINING PROGRAM IN LONG-TERM CARE

2018· article· en· W2899829045 on OpenAlexaff
T Danylyshen-Laycock, Debra Morgan, Norma J. Stewart, Megan E. O’Connell, Donna Goodridge

Bibliographic record

VenueInnovation in Aging · 2018
Typearticle
Languageen
FieldPsychology
TopicHealth and Well-being Studies
Canadian institutionsCanadian Science Centre for Human and Animal HealthUniversity of Saskatchewan
Fundersnot available
KeywordsSustainabilityCulture changeLong-term careNursingOrganizational cultureDementiaPsychologyMedicinePublic relationsPolitical scienceSociology

Abstract

fetched live from OpenAlex

Leadership has been shown to have a positive influence on the sustainability of programs and innovations in long-term care (LTC) homes. This research focused on the relationship between leadership and the sustainability of a dementia-specific behavioural training program (Gentle Persuasive Approaches Program or GPA) for staff in LTC homes. Four focus groups with nursing aides (NAs) and 17 semi-structured interviews were completed with Directors of Care, Administrators, Registered Nurses, GPA Coaches, and a Clinical Nurse Leader were completed in a retrospective study in five rural LTC homes. Document reviews, direct observations, and 15 semi-structured interviews were completed with staff from all departments in two rural LTC homes prospectively over 15 months. Leadership was influential in the sustainability of the GPA program in the seven LTC homes. In low sustainability homes, GPA was not regarded as a priority by the formal leaders. They did not attend the training and it was viewed as “just another program” to complete. Staff were afraid of retribution by co-workers and leaders if they practiced GPA. In the medium sustainability homes, leaders verbally supported the GPA program and attended the training but the home’s culture was institutional. Leaders were seldom on the floor to role model or coach staff in using the GPA skills. Leaders in the high sustainability homes created a culture that was person-centred and where practice change was a top priority. Formal leaders in these homes displayed more advanced facilitation and leadership skills than leaders in the medium and low sustainability homes.

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 score0.217
Threshold uncertainty score0.187

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 studies0.0000.000
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 head0.063
GPT teacher head0.431
Teacher spread0.368 · 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
Published2018
Admission routes1
Has abstractyes

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