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Record W7127552931

Experiences of Baccalaureate Prepared Nurses on Their Transition to Novice Faculty Members

2025· article· W7127552931 on OpenAlex
Theresa Jade Lombardo

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarWorks (Walden University) · 2025
Typearticle
Language
FieldNursing
TopicNursing education and management
Canadian institutionsnot available
Fundersnot available
KeywordsPreparednessNurse educationNursing shortageQualitative researchHealth careEconomic shortageQuality (philosophy)Transition (genetics)
DOInot available

Abstract

fetched live from OpenAlex

The shortage of qualified nursing faculty in Canada threatens the ability to educate sufficient numbers of nurses to meet healthcare demands. Despite this, limited research explores how baccalaureate-prepared nurses experience the transition into nursing faculty roles. The purpose of this qualitative study, guided by Schoening’s nurse educator transition model, was to explore the experiences of baccalaureate prepared nurses on the transition to novice nurse faculty members teaching in 2-year diploma prepared nursing programs in Northwestern Ontario. Five semi-structured interviews were conducted with baccalaureate-prepared novice nursing faculty members, analyzed, and transcribed using Zoom. Data were coded and analyzed using Saldana’s first and second cycle coding methods. Four major themes emerged: (a) anticipation of structured support and preparedness, (b) lack of orientation and institutional support, (c) the emotional weight of role unpreparedness, and (d) lack of accessible, comprehensive, and timely teaching resources. Participants entered their roles with expectations of structured support and resources, but instead encountered a lack of orientation, insufficient mentorship, and limited managerial guidance. These challenges contributed to role stress, identity conflict, and significant emotional strain, often leaving participants overwhelmed, discouraged, and questioning their preparedness for academic responsibilities. Findings highlight the need for formal mentorship, comprehensive orientation programs, and timely access to teaching resources to enhance role satisfaction and retention. Implications for positive social change include improving faculty retention, strengthening the quality of nursing education, and supporting a sustainable nursing workforce.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.328
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.016
GPT teacher head0.286
Teacher spread0.270 · 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