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Record W4405480535 · doi:10.1002/jdd.13789

Women faculty members’ challenges when pursuing leadership positions in academic dentistry: A survey

2024· article· en· W4405480535 on OpenAlexaff
Lisa D. Cain, Elizabeth Andrews, Anita R. Joy‐Thomas, Kavita R. Mathu‐Muju, Lea El Hachem, M. Nathalia Garcia, Mary Anne S. Melo, Michelle Brady, Ana N. López, Lavern J. Holyfield, Jo Ann A. Nyquist

Bibliographic record

VenueJournal of Dental Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicDiversity and Career in Medicine
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedical educationFaculty developmentMedicineProfessional developmentPsychologyDentistry

Abstract

fetched live from OpenAlex

PURPOSE/OBJECTIVES: This study addresses persistent gender disparities in leadership roles in academic dentistry. The objectives were to identify the challenges and barriers to leadership that women face in general and during the COVID-19 pandemic, as well as to describe resources they need to reach their leadership potential. METHODS: The American Dental Education Association Section on Women in Leadership (WIL), gathered survey data concerning leadership challenges and faculty development needs. The survey targeted 300 WIL members in leadership roles or aspiring to leadership roles. It was conducted from January to March 2021 and 128 participants responded (response rate: 42.7%). The data was analyzed quantitatively and qualitatively. RESULTS: The most frequent reported leadership barriers indicated by the survey respondents were lack of mentoring, limited leadership training, lack of sponsorship from administration, family obligations and limited job opportunities. The participants stated that the COVID-19 pandemic exacerbated these challenges, affecting collaborations, increasing stress, and impacting scholarly productivity. The survey responses showed how external factors can challenge faculty productivity. Respondents identified mentoring, increased leadership opportunity awareness, and leadership development seminars as factors most helpful for their professional development. CONCLUSIONS: This study identified women faculty members' perceptions of why disparities persist in gender equity in leadership in dental education. It suggests developing gender specific leadership strategies and resources. Addressing barriers requires concerted efforts at the institutional, national, and global levels. This is vital for achieving gender parity in leadership roles in dental education settings.

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)0.007
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0020.001
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.251
GPT teacher head0.418
Teacher spread0.167 · 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 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

Citations1
Published2024
Admission routes1
Has abstractyes

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