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Record W4401068744 · doi:10.1016/j.pedn.2024.07.024

Transition from the neonatal unit to home: Parents' educational needs to promote their psychological well-being and sleep quality

2024· article· en· W4401068744 on OpenAlexafffund
Valérie Lebel, Marilyn Aita, Isabelle Landry, Marie-Josée Martel, Paméla Hamel-Hilaréguy

Bibliographic record

VenueJournal of Pediatric Nursing · 2024
Typearticle
Languageen
FieldMedicine
TopicInfant Development and Preterm Care
Canadian institutionsUniversité du Québec à Trois-RivièresUniversité de MontréalUniversité du Québec en Outaouais
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsSleep qualityTransition (genetics)Unit (ring theory)Sleep (system call)PsychologyQuality (philosophy)MedicineDevelopmental psychologyClinical psychologyPsychiatryComputer scienceInsomnia

Abstract

fetched live from OpenAlex

PURPOSE: Parents may experience altered psychological well-being and sleep following the discharge of their preterm infant. They also perceive a lack of information from healthcare professionals. This study aims to describe the educational needs of parents regarding their psychological well-being and their sleep quality following their infant's discharge from the neonatal unit. DESIGN AND METHODS: This descriptive quantitative study uses an online survey to assess parental information needs. Multiple parents (n = 87) completed the survey. Descriptive statistics were conducted to report the results of the survey. RESULTS: According to parents, the most helpful information given by health professionals to reduce the stress felt during this period concerned the follow-up of the infant after hospitalization and access to a health professional in case of questions (n = 12; 31.6%). Few parents (n = 17; 19.5%) reported seeing a health professional about their sleep in the past six months. According to 54.8% of parents, none of the information received by health professionals when preparing for their infant's transition home helped improve their sleep quality. CONCLUSION: After discharge, parents have several information needs that may impact their psychological well-being and the quality of their sleep. PRACTICE IMPLICATIONS: Healthcare professionals must address these informational needs before and after discharge from the neonatal unit to enhance the experience of parents during the transition of their preterm infant in the family environment.

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)0.001
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 score0.849
Threshold uncertainty score0.303

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.022
GPT teacher head0.332
Teacher spread0.310 · 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.

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 routes2
Has abstractyes

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