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Record W2914659782 · doi:10.1089/bfm.2018.0182

Peer-to-Peer Human Milk Sharing: Recipient Mothers' Motivations, Stress, and Postpartum Mental Health

2019· article· en· W2914659782 on OpenAlexaboutno aff
Rebecca J. McCloskey, Sharvari Karandikar

Bibliographic record

VenueBreastfeeding Medicine · 2019
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsnot available
FundersCenters for Disease Control and Prevention
KeywordsBreastfeedingMedicineMental healthMental stressPeer reviewLactationMaternal healthNursingObstetricsPregnancyEnvironmental healthPsychiatryPediatricsHealth servicesPopulationInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Some mothers who cannot breastfeed-partially or completely-choose to feed their infants human milk donated from a peer. Few studies have examined mothers' experiences with using donor milk; none has examined whether or not mothers' stress and mental health are associated with using donor milk from a peer. METHODS: Researchers conducted semistructured individual interviews with mothers from the United States and Canada (N = 20) to answer the following questions: (a) what are recipient mothers' motivations for participation in peer-to-peer breast milk sharing and (b) what is the relationship between receiving donated milk and mothers' stress and mental health postpartum? Transcripts were coded using an inductive approach and principles of grounded theory were used to analyze data. RESULTS: Data were organized under two themes: (a) motivations for using milk from a peer and (b) milk-sharing and stress-related experiences. Motivations included health benefits, medical need, and preference for human milk over formula. Factors inducing stress were as follows: logistical stressors of securing donor milk and fear of running out of milk. Factors reducing stress were as follows: donor milk provided relief and comfort and its use reduced mothers' self-reported symptoms of postpartum depression and anxiety. CONCLUSIONS: Mothers participated in peer-to-peer breast milk sharing primarily because of health benefits for children. However, participation also had important psychological benefits for some mothers. Additional research and open discourse are needed to support mothers who choose to use milk from a peer and to promote safety of this practice.

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 categoriesMeta-epidemiology (narrow), Insufficient 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: none
Teacher disagreement score0.498
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0010.000

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 head0.028
GPT teacher head0.322
Teacher spread0.294 · 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

Citations23
Published2019
Admission routes1
Has abstractyes

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