MétaCan
Menu
Back to cohort
Record W2987347125 · doi:10.9778/cmajo.20190092

Parents’ information needs and preferences related to bronchiolitis: a qualitative study

2019· article· en· W2987347125 on OpenAlexaffvenueabout
Alyson Campbell, Lisa Hartling, Samantha Louie‐Poon, Shannon D. Scott

Bibliographic record

VenueCMAJ Open · 2019
Typearticle
Languageen
FieldMedicine
TopicRespiratory viral infections research
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsInformation needsBronchiolitisQualitative researchMedicineAnxietyHealth careNonprobability samplingFamily medicineNursingPsychologyPsychiatryPopulationEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: Bronchiolitis affects more than one-third of children less than age 2 years and can cause substantial anxiety for parents, leading them to seek information on how to care for their sick child. The aim of our qualitative study was to explore the information needs and preferences of parents caring for a child with bronchiolitis. METHODS: We used a qualitative descriptive approach. Participants were recruited by means of purposive sampling from Oct. 1, 2017, to Mar. 15, 2018 from the Stollery Children's Hospital emergency department, a specialized pediatric emergency department in Edmonton. Individual semistructured interviews were conducted. RESULTS: Fifty-three parents were recruited to participate, of whom 30 could not be reached after 4 contact attempts and 8 refused. Thus, 15 parents participated (16 children). Three major themes were identified: 1) parents' information needs about bronchiolitis, 2) parents' preferred information sources and 3) parents' preferred information delivery formats. Participants indicated that they want and require credible, easy-to-understand information about bronchiolitis in a variety of formats, and especially valued information obtained directly from a health care professional or an evidence-based website. INTERPRETATION: This study provides important information about parents' information needs concerning bronchiolitis in children. Identifying the information that parents want and value in relation to acute pediatric illnesses is imperative to developing innovative educational approaches for parents that reflect patient-centred care.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.060
Threshold uncertainty score0.999

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 communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.089
GPT teacher head0.448
Teacher spread0.359 · 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.

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

Citations19
Published2019
Admission routes3
Has abstractyes

Explore more

Same venueCMAJ OpenSame topicRespiratory viral infections researchFrench-language works237,207