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Record W7037760012

AN EVIDENCED-BASED APPROACH TO REORGANIZING THE NURSING LEADERSHIP STRUCTURE

2022· other· en· W7037760012 on OpenAlexaboutno aff

Bibliographic record

VenueThe Knowledge Bank (The Ohio State University) · 2022
Typeother
Languageen
FieldPhysics and Astronomy
TopicPlanetary Science and Exploration
Canadian institutionsnot available
Fundersnot available
KeywordsWorkloadNurse managerControl (management)Health careJob satisfactionQuality (philosophy)Nurse AdministratorPatient satisfaction
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: The primary aim of the evidence-based practice change was to optimize the nurse manager's span of control by implementing standardized titles and functions. BACKGROUND: Nurse manager roles are critical in healthcare organizations to ensure a high-quality workplace, influence organizational performance, nurse satisfaction and empowerment, staff turnover, and patient outcomes. With the constant changes to healthcare and the complexity, healthcare organizations try to find different ways to reduce costs for day-to-day operations. In response, nurse manager roles may be redesigned or even eliminated, expanding the roles of the remaining nurse managers and increasing their workload and span of control. METHODS: A quality improvement evidence-based practice change was implemented to examine nurse manager span of control in eight inpatient units within a children's hospital in Southwest Florida. Nine newly promoted nurse managers out of 13 participated with a 69% response rate. The Ottawa Hospital span of control tool, nurse manager satisfaction, intent to stay, and time with direct reports were measured for baseline data, weekly post-implementation, and seven weeks post-implementation. RESULTS: Overall, nurse manager satisfaction level and intent to stay decreased seven weeks post-implementation of the new NM role. However, the time spent with direct reports and NM satisfaction level of the time spent with their direct reports increased seven weeks post-implementation from baseline data. CONCLUSION: Healthcare organizations, senior nursing leaders, and nurse managers must continuously evaluate and adjust nurse managers' span of control to maintain appropriate workloads and span of control in the appropriate range that allows nurse managers to function effectively in managing, supporting, and mentoring staff, thus increasing nurse manager job satisfaction and intention to stay.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.592
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.043
GPT teacher head0.229
Teacher spread0.186 · 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.

Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

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