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Providing Breastfeeding Support: Experiences from Child-Health Nurses

2016· article· en· W2567355250 on OpenAlexvenueno aff
Emelie Andersson Grenholm, Pernilla Söderström, Birgitta Lindberg

Bibliographic record

VenueInternational Journal of Child Health and Nutrition · 2016
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineBreastfeedingNursingChild healthFamily medicineEnvironmental healthPediatrics

Abstract

fetched live from OpenAlex

Background: Breastfeeding problems are common during the early period but can often be prevented or overcome with adequate support. Child-health nurses meet almost all children during their first weeks of life and play an important role in promoting breastfeeding and in strengthening parents’ confidence and their belief in their own ability. It is, therefore, important to gain more knowledge about child-health nurses’ experiences. Objective: To describe child-health nurses’ experiences of providing breastfeeding support. Methods: This qualitative study is descriptive with an inductive approach. A purposive sample of eight child-health nurses recruited from district health care centers participated. Data were collected through focus group interviews and analyzed with content analysis. Results: Child-health nurses consider it to be important to provide early breastfeeding support and that early hospital discharge following birth can complicate breastfeeding. Furthermore, the introduction of infant formula and tiny tastes given to the baby can be a barrier to breastfeeding. Parents’ confidence had an effect on breastfeeding, and breastfeeding is promoted by confident parents. Trends and cultural differences have an influence on parents’ attitudes toward breastfeeding. Child-health nurses stated the importance of having a consensus breastfeeding policy. Conclusion and Recommendation: A number of factors affect breastfeeding, and breastfeeding support from child-health nurses is important in the early stages after birth. To conclude, the support must be individually tailored with a focus on the parents’ needs. There is a need for greater cooperation between the maternal care and child-health care staff in order to provide adequate and continuous breastfeeding support throughout the care chain.

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)0.007
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.016
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0090.003
Scholarly communication0.0040.003
Open science0.0020.007
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.019
GPT teacher head0.338
Teacher spread0.319 · 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 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".

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Citations2
Published2016
Admission routes1
Has abstractyes

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Same venueInternational Journal of Child Health and NutritionSame topicBreastfeeding Practices and InfluencesFrench-language works237,207