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Record W2076783431 · doi:10.12927/cjnl.2003.16264

Effectiveness of a Geriatric Urinary Incontinence Educational Program for Nursing Staff

2003· article· en· W2076783431 on OpenAlexaffvenueabout
Caroline Collette, Gilbert Leclerc, Le Mai Tu

Bibliographic record

VenueNursing leadership · 2003
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsHealth and Social Services Centre University Institute of Geriatrics of SherbrookeUniversité de Sherbrooke
Fundersnot available
KeywordsUrinary incontinenceIntervention (counseling)Gerontological nursingNursingMedicineEducational programPsychologyMedical educationUrology

Abstract

fetched live from OpenAlex

Incontinence is becoming an increasingly widespread phenomenon. Individuals who suffer from incontinence-related problems, as well as their loved ones, must learn to live with daily situations that are often extremely demanding. In recent years, it has become evident that incontinence can be cured, or at least successfully managed. Many nurses, however, lack sufficient knowledge and skills to intervene appropriately in dealing with problems associated with a lack of bladder control. Therefore, the continence team of the Sherbrooke Geriatric University Institute developed a urinary incontinence educational program for nurses who care for older persons with this problem. An assessment of the impact of this program on nurses' knowledge, intervention skills and attitudes was conducted. A quasi-experimental protocol based on single-group with repeated-measures design was used for this study. A convenience sample was made up of 10 staff members at the Sherbrooke Geriatric University Institute. The study demonstrated a significant improvement in participants' knowledge, skills and attitudes (p=0.005, p=0.005 and p=0.017, respectively). Furthermore, the effects of the program in regard to the acquisition of skills and knowledge by nurses were still evident nine weeks after the program. The value of the present study lies in the development and positive evaluation of a new incontinence educational program for nurses based on a problem-solving approach.

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)0.001
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 score0.557
Threshold uncertainty score0.933

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 integrity0.0000.000
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 head0.136
GPT teacher head0.423
Teacher spread0.287 · 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

Citations14
Published2003
Admission routes3
Has abstractyes

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