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Record W4400621779 · doi:10.22374/cjmrp.v20i1.41

The Application of Health Leadership Competencies Around the World to the Canadian Midwifery Profession: A Scoping Review

2024· review· en· W4400621779 on OpenAlexaboutno aff
Abigail Corbin, Elizabeth Darling, Tracy Pearce-Kelly, Kathryn Wise

Bibliographic record

VenueCanadian Journal of Midwifery Research and Practice · 2024
Typereview
Languageen
FieldHealth Professions
TopicHealthcare Quality and Management
Canadian institutionsnot available
Fundersnot available
KeywordsObstetricsNursingPolitical scienceMedicine

Abstract

fetched live from OpenAlex

Objectives: To review and map the key leadership competencies and frameworks created by health care professionals and health leaders across the globe. To use the themes that emerge to create a new leadership framework for Canadian midwifery. Background: Effective leadership has a significant impact on health care outcomes. In an effort to describe effective leadership, many health professions and organizations are creating lists of competencies within leadership frameworks. Midwifery is a relatively young profession in Canada. To date there has been no published Canadian work on leadership or leadership frameworks. Midwifery has a vital role to play within health care but needs to grow in leadership knowledge and capacity. Methods: A scoping review was conducted using both a published literature search and a grey literature search. The published literature search was conducted using CINAHL and OVID, while the grey literature search included an online review of the websites of major health professions in Canada, the UK, the US, Ireland, Australia, and New Zealand. Results: Twenty-three articles met the inclusion criteria. Within the articles were 582 key competencies, organized into 133 separate themes. Thematic analysis of the competencies results in competencies falling into five major themes of leadership: self, patient/client care, team, organization, and health systems. Conclusion: A new framework was created using the emerging themes found in the scoping review: Leading Self, Leading the Team, Leading Client Care, Leading the Organization, and Leading Health Systems. This new framework was applied to the Canadian midwifery profession, using core midwifery documents. This scoping review can be used by Canadian midwifery organizations looking to create a leadership framework and by university midwifery programs as they look to incorporate leadership competencies into their curriculum. This article has been peer reviewed.

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)0.084
metaresearch head score (Gemma)0.013
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.610
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0840.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0080.001
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.007
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 head0.798
GPT teacher head0.664
Teacher spread0.134 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreReview

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
Published2024
Admission routes1
Has abstractyes

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