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Record W4388719776 · doi:10.1370/afm.22.s1.5367

Team Leadership for Interprofessional Collaborative Practice in Primary Care: A scoping review

2023· review· en· W4388719776 on OpenAlexaboutno aff
Gayle Halas, Jitendra Singh, Ernesto Cárdenas, Sonia Udod

Bibliographic record

Venuenot available
Typereview
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsnot available
Fundersnot available
KeywordsTeamworkContext (archaeology)Health careLeadership studiesCollaborative leadershipShared leadershipNursingPsychologyMedical educationMedicineKnowledge managementTransactional leadershipPublic relationsLeadership styleManagementPolitical scienceComputer science

Abstract

fetched live from OpenAlex

Context: Health systems have been shifting toward interprofessional collaboration (IPC) and team-based practice to address fragmented care, strengthen a system for integrated, coordinated care, and improve patient outcomes. Despite recognition by the Canadian Interprofessional Health Collaborative that leadership is one of the strategic foci needed for IPC, there is a limited investigation of leadership competencies and capacity for fostering teamwork among interprofessional health care providers. Objective: To examine existing research about facilitators and barriers among the individuals leading IPC in primary care settings. Study Design and Analysis: A scoping review of articles from health care, business, organizational leadership, and multi-disciplinary databases since January 2000 as the timeframe within which primary health care reform was initiated in Canada. Setting or Dataset: A total of 4997 articles were title and abstract screened using Covidence. In a second stage, 377 full-text articles were reviewed and screened, resulting in 101 articles from which data was extracted. At least two investigators screened each article at all stages, and a third reviewer resolved discrepancies. Results: While leadership was discussed in all included articles, only 29.7% of the studies specifically focused on the leadership role for IPC in primary care. Effective leadership was characterized by the following personal attributes: i) good communication; ii) charisma; iii) inclusiveness; iv) supportiveness; v) reliability. Studies showed that the designation of a leader was context dependent. There were no formal processes to designate the team leader within IPC teams, however this literature suggests the primary sources of the leader’s authority stemmed from exhibiting leadership attributes (12.9%), hierarchy-based assignment (7.9%), and better knowledge of patients (5.9%). The main factors limiting effective leadership were hierarchical governance, authoritative leadership, a high degree of physician specialization, frequent staff turnover, and inadequate training for health care providers to work as a team. Conclusions: The results of this scoping review indicate the need to conduct further detailed research on leadership for IPC in primary health care teams. This includes advancing a purposeful leadership development model specific to IPC that could improve health services delivery and improve patient satisfaction and integrated primary health care.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.040
metaresearch head score (Gemma)0.134
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.040
Threshold uncertainty score0.210

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0400.134
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0040.006
Bibliometrics0.0200.022
Science and technology studies0.0030.002
Scholarly communication0.0090.007
Open science0.0030.005
Research integrity0.0050.004
Insufficient payload (model declined to judge)0.0040.001

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 head0.248
GPT teacher head0.589
Teacher spread0.340 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
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
Published2023
Admission routes1
Has abstractyes

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