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Record W2414108258 · doi:10.4300/jgme-d-15-00161.1

Scholarship in Residency: Invoking Change in the Era of Competency-Based Medical Education

2015· article· en· W2414108258 on OpenAlexaffabout
Jessica E. Waserman, Ana Hategan, Karen Saperson, Meghan McConnell, Sheila Harms

Bibliographic record

VenueJournal of Graduate Medical Education · 2015
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMcMaster University
Fundersnot available
KeywordsScholarshipGraduate medical educationMedical educationResidency trainingMEDLINEMedicinePsychologyPolitical scienceAccreditationContinuing education

Abstract

fetched live from OpenAlex

The current research literature suggests that some gender imbalances prevail within postgraduate medical education. Specifically, trainees interested in research continue to be predominantly male.1 This academic gender imbalance is reflected by a significant lag, and in some specialties, a decline in female senior authors compared to their male counterparts.2 We hypothesize that the implementation of a writing mentorship program for female residents is a novel strategy to assist in creating and publishing their academic work. Such an approach could assist resident physicians in becoming lifelong learners, educators, and scholars.A resident mentoring program for academic writing was piloted at McMaster University in Canada to determine whether it would influence the academic productivity of female psychiatry residents, as measured by number of publications. The McMaster postgraduate psychiatry training program is a 5-year program, and scholarly publication is not a current requirement. The number of all resident publications in peer-reviewed journals was measured over a 3-year period, predating and postdating implementation of a scholarly mentorship program for writing that has been offered on a voluntary basis to third-year female residents as of August 2011. In this program, interested participants (n = 5) were consecutively assigned to the same female faculty mentor, who assisted in the residents' creation and submission of manuscripts to peer-reviewed journals. All participants were successful in generating multiple peer-reviewed publications. Since the implementation of the mentorship program, female-mentored trainees authored approximately two-thirds (n = 9) of all resident publications (n = 15), with 7 of 10 total projects with mentored participants as first author.As shown in the table, shifting trends toward increasing numbers of publications by female residents, as well as women in the first authorship role, compared to their male peers were noted with the addition of a structured mentorship program for women. Comparatively, downward trends were seen in male peers.Effective scientific communication and dissemination of research findings are key skills for a physician. Yet there is rarely formal instruction offered in medical writing, nor are scholarship opportunities explicitly provided to residents, unless they are in a dedicated research track. In Canada, the Royal College Competence by Design initiative is being implemented in specialties over the next 5 years to support competency-based medical education on a national level.3 In this personalized, outcomes-driven educational model, residents will be required to actively assimilate the necessary knowledge and skills at each stage of training and career development. A writing mentorship program supports the development of numerous core competencies outlined in competency-based medical education. In addition to developing written communication skills, academic writing requires residents to collaborate with coauthors, and to professionally interact with editors and stakeholders as they work toward publication.While our program was aimed at female trainees, this type of academic writing mentorship could benefit the scholarly productivity of all residents. Residency programs should make academic productivity a curricular goal, with a stance of offering multiple opportunities for residents to generate academic products. Although there are limitations to any interpretations deriving from a study limited to 1 department at 1 institution, it raises questions about the importance of formal training to promote scholarship within residency programs. Future studies are needed to explore the long-term impact of scholarly mentorship on residents of both sexes and across various specialties.

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)0.011
metaresearch head score (Gemma)0.046
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.584
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.046
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
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 head0.103
GPT teacher head0.418
Teacher spread0.315 · 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 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

Citations4
Published2015
Admission routes2
Has abstractyes

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