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Record W2154326079 · doi:10.1177/0890334409352853

Reproductive-Aged Women’s Knowledge and Attitudes Regarding Infant-Feeding Practices: An Experimental Evaluation

2009· article· en· W2154326079 on OpenAlexafffundabout
Nichole Fairbrother, Ilana Stanger-Ross

Bibliographic record

VenueJournal of Human Lactation · 2009
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsUniversity of British Columbia
FundersPublic Health Agency of Canada
KeywordsBreastfeedingInfant feedingMedicineOffspringBreast feedingPublic healthFamily medicineInfant formulaPerceptionPsychologyDemographyDevelopmental psychologyPediatricsNursingPregnancy

Abstract

fetched live from OpenAlex

Using an experimental design, this study assessed knowledge, attitudes, and intentions regarding infant feeding practices among Canadian female university undergraduates (N = 285). Participants completed a survey of knowledge, attitudes, and intentions with respect to infant-feeding practices. Two versions of the survey were randomly distributed to participants: one containing a photograph of a woman breastfeeding her infant (n = 131) and the other containing a photograph of the same women bottle-feeding her infant (n = 154). Findings indicated that the majority of the sample had been breastfed (84%) and intend to breastfeed their own offspring (97%). The intention to breastfeed future offspring was predicted by knowledge, attitudes, and perceptions of social norms. Participants reported more positive attitudes toward visual depictions of breastfeeding compared with bottle-feeding but less positive views of breastfeeding in public compared with bottle-feeding in public. Participants also significantly underestimated the health benefits and optimal duration of breastfeeding. The findings highlight gaps in knowledge that may contribute to premature cessation of breastfeeding among Canadian women and suggest the need for breastfeeding education.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: Non-randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.129
Threshold uncertainty score0.257

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.079
GPT teacher head0.425
Teacher spread0.345 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNon-randomized trial
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

Citations38
Published2009
Admission routes3
Has abstractyes

Explore more

Same venueJournal of Human LactationSame topicBreastfeeding Practices and InfluencesFrench-language works237,207