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Record W7126142673

Moderating Effect of Age and Supervisory Status on Telework and Job Satisfaction Among Federal Employees

2025· article· W7126142673 on OpenAlex
Аnnа Kornienko

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
KeywordsPeer feedbackPeer mentoringJob satisfactionNurse educationQualitative researchProfessional developmentQuality (philosophy)Higher education
DOInot available

Abstract

fetched live from OpenAlex

Peer feedback benefits nursing education and practice by fostering collegial relationships and promoting the quality of care, yet students often lack training to engage effectively. While existing research has examined student perspectives, the experiences and strategies employed by nursing faculty remain underexplored. The purpose of this qualitative study, guided by the student feedback literacy framework, was to explore the perspectives of nursing faculty on the barriers, opportunities, and strategies for developing peer feedback skills among undergraduate nursing students. Seventeen Canadian nursing faculty participated in semi-structured virtual interviews. Analysis revealed five themes that aligned with the study’s three foci: strategies (a) teaching strategies and structural support; (b) shaping peer feedback practices; (c) learning environment and relational dynamics; (d) role modelling and professional socialization; and (e) challenges and barriers to feedback engagement. Findings revealed that peer feedback development is a collaborative process, requiring students’ active engagement alongside faculty guidance. A structured and formally taught approach that is responsive to student diversity, fosters safe learning environments, and normalizes feedback through culture and role modelling was emphasized. Future research could examine the perspectives of new graduate nurses, who stand at the intersection of education and practice. Nursing students who gain confidence in giving and receiving peer feedback are better prepared for reflective practice, effective communication, and safe, independent clinical work and ultimately contributing to positive social change.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.188
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.011
GPT teacher head0.245
Teacher spread0.234 · 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