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Record W2113120974 · doi:10.12927/cjnl.2007.18785

Generational Differences in Acute Care Nurses

2007· article· en· W2113120974 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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueNursing leadership · 2007
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsBaby boomersGeneration xNursingBurnoutDepersonalizationAcute careGeneration yPsychological interventionPsychologyEmotional exhaustionMedicineHealth careClinical psychologyBusiness

Abstract

fetched live from OpenAlex

UNLABELLED: Generational differences in values, expectations and perceptions of work have been proposed as one basis for problems and solutions in recruitment and retention of nurses. METHOD: This study used a descriptive design. A sample of 8207 registered nurses and registered practical nurses working in Ontario, Canada, acute care hospitals who responded to the Ontario Nurse Survey in 2003 were included in this study. Respondents were categorized as Baby Boomers, Generation X or Generation Y based on their birth year. Differences in responses among these three generations to questions about their own characteristics, employment circumstances, work environment and responses to the work environment were explored. RESULTS: There were statistically significant differences among the generations. Baby Boomers primarily worked full-time day shifts. Gen Y tended to be employed in teaching hospitals; Boomers worked more commonly in community hospitals. Baby Boomers were generally more satisfied with their jobs than Gen X or Gen Y nurses. Gen Y had the largest proportion of nurses with high levels of burnout in the areas of emotional exhaustion and depersonalization. Baby Boomers had the largest proportion of nurses with low levels of burnout. CONCLUSION: Nurse managers may be able to capitalize on differences in generational values and needs in designing appropriate interventions to enhance recruitment and retention of nurses.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.766
Threshold uncertainty score0.702

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.159
GPT teacher head0.345
Teacher spread0.187 · 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