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Record W2087276452 · doi:10.3109/0142159x.2012.680937

Faculty development initiatives designed to promote leadership in medical education. A BEME systematic review: BEME Guide No. 19

2012· review· en· W2087276452 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueMedical Teacher · 2012
Typereview
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMcGill University
Fundersnot available
KeywordsCINAHLLeadership developmentMedical educationMEDLINEPsychological interventionFocus groupMedicineHealth carePsychologyNursingPolitical sciencePublic relationsSociology

Abstract

fetched live from OpenAlex

BACKGROUND: Due to the increasing complexity of medical education and practice, the preparation of healthcare professionals for leadership roles and responsibilities has become increasingly important. To date, the literature on faculty development designed to promote leadership in medical education has not been reviewed in a systematic fashion. AIM: The objective of this review is to synthesize the existing evidence that addresses the following question: 'What are the effects of faculty development interventions designed to improve leadership abilities on the knowledge, attitudes, and skills of faculty members in medicine and on the institutions in which they work?' SEARCH STRATEGY: The search, which covered the period 1980-2009, included six databases (Medline, EMBASE, CINAHL, Web of Science, ERIC, and ABI/Inform) and used the following keywords: faculty development; in-service training; doctor; medic; physician; faculty; leadership; management; administration; executive; and change agent. Hand searches were also conducted, and expert recommendations were solicited. INCLUSION AND EXCLUSION CRITERIA: Articles with a focus on faculty development to improve leadership, targeting basic science and clinical faculty members, were reviewed. All study designs that included outcome data beyond participant satisfaction were examined. From an initial 687 unique records, 48 articles met the review criteria in three broad categories: (1) reports in which leadership was the primary focus of the intervention; (2) reports in which leadership was a component of a broader focus on educational development; and (3) reports in which leadership was a component of a broader focus on academic career development. DATA EXTRACTION: Data were extracted by three coders using the standardized Best Evidence Medical Education coding sheet adapted for our use. One reviewer coded all of the articles, and two reviewers each coded half of the dataset. Coding differences were resolved through discussion. DATA SYNTHESIS: Data were synthesized using Kirkpatrick's four levels of educational outcomes. Findings were grouped by intervention type and level of outcome. RESULTS: Forty-eight articles described 41 studies of 35 different interventions. The majority of the interventions targeted clinical faculty members and included workshops, short courses, fellowships, and other longitudinal programs. The majority of studies were quantitative in nature, though five studies used a qualitative design, and 12 studies used mixed methods. All quantitative studies were quasi-experimental and most employed a single group design; only two studies had a comparison group. Qualitative study designs were typically not specified. The majority of evaluation data, primarily collected post-intervention, consisted of participants' responses to questionnaires and interviews. KEY POINTS AND SUMMARY OF OUTCOMES: Despite methodological limitations, the faculty development literature tends to support the following outcomes: ▪ High satisfaction with faculty development programs. Participants consistently found programs to be useful and of both personal and professional benefit. They also valued the practical relevance and applicability of the instructional methods used. ▪ A change in attitudes toward organizational contexts and leadership roles. Participants reported positive changes in attitudes toward their own organizations as well as their leadership capabilities. Some reported an increased awareness of--and commitment to--their institution's vision and challenges, whereas others reported greater self-awareness of personal strengths and limitations, increased motivation, and confidence in their leadership roles. A greater sense of community and appreciation of the benefits of networking were also identified. ▪ Gains in knowledge and skills. Participants reported increased knowledge of leadership concepts, principles, and strategies (e.g., leadership styles and strategic planning), gains in specific leadership skills (e.g., personal effectiveness and conflict resolution), and increased awareness of leadership roles in academic settings. ▪ Changes in leadership behavior. Self-perceived changes in leadership behavior were consistently reported and included a change in leadership styles, the application of new skills to the workplace (e.g., departmental reorganization and team building), the adoption of new leadership roles and responsibilities, and the creation of new collaborations and networks. Observed changes primarily suggested new leadership positions. ▪ Limited changes in organizational practice. Although not frequently examined, changes in organizational practice included the implementation of specific educational innovations, an increased emphasis on educational scholarship, and the establishment of collegial networks. ▪ Key features of faculty development. Features contributing to positive outcomes included the use of: multiple instructional methods within single interventions; experiential learning and reflective practice; individual and group projects; peer support and the development of communities of practice; mentorship; and institutional support. ▪ Avenues for future development: Moving forward, faculty development programs should: ground their work in a theoretical framework; articulate their definition of leadership; consider the role of context; explore the value of extended programs and follow-up sessions; and promote the use of alternative practices including narrative approaches, peer coaching, and team development. METHODOLOGICAL ISSUES: More rigorous and diverse research designs are needed to capture the complexity of interventions in this area. Varied methods of assessment, utilizing multiple data sources to tap changes at the interpersonal and organizational level should be explored, as should the maintenance of change over time. Process-oriented studies, comparing different faculty development strategies and clarifying the process of change through faculty development, should also become a priority. CONCLUSION: Participants value leadership development activities and report changes in attitudes, knowledge, skills and behavior. Moreover, despite methodological limitations, certain program characteristics seem to be associated with positive outcomes. Further research is required to explore these associations and document changes at both the individual and organizational level.

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.

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)0.013
metaresearch head score (Gemma)0.107
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesResearch integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.438
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.107
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0050.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0110.004

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 head0.242
GPT teacher head0.460
Teacher spread0.218 · 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