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Record W4387425783 · doi:10.18192/aporia.v15i2.6506

Contextualizing the Health Promotion of Breastfeeding: An integrative Review of Parent and Provider experiences in Canada

2023· article· en· W4387425783 on OpenAlexaffvenueabout
Hermandeep Deo, Emmanuela Ojukwu, Geertje Boschma

Bibliographic record

VenueAporia · 2023
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsUniversity of British ColumbiaFraser Health
Fundersnot available
KeywordsBreastfeedingDiversity (politics)EmpowermentAmbiguityPublic relationsPsychologyUnintended consequencesHealth promotionPerceptionPromotion (chess)NursingPublic healthSocial psychologyPoliticsPolitical scienceMedicinePediatrics

Abstract

fetched live from OpenAlex

Improving the rates of breastfeeding has been a prime interest of Public Health Nurses focusing on health promotional strategies as outlined by the World Health Organization. However, evidence of the perceptions held by perinatal families regarding the encouragement to breastfeed is lacking. With the goal of uncovering existing research, an integrative review was conducted, retrieving nine studies. Themes included: variables of delivery (beliefs and ambiguity), outcomes of receivers (expectations, emotions, empowerment verses pressure), and contextual factors (social, cultural, and political forces). Notable differences between the experiences of women in differing social locations were found. The results demonstrate a need for professionals and policymakers to consider the nuanced ways in which individuals experience breastfeeding health promotional messaging. Unintended impacts of this strategy potentially widen breastfeeding inequities between the groups most and least advantaged in society. The diversity of Canadians was found to be vastly underrepresented in the literature.

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 score0.608
Threshold uncertainty score0.790

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 head0.062
GPT teacher head0.360
Teacher spread0.298 · 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

Citations2
Published2023
Admission routes3
Has abstractyes

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