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Record W4206088288 · doi:10.18778/1733-8077.9.3.05

Contextual Factors Influencing Breastfeeding Practices Among Arab Women in the State of Qatar

2013· article· en· W4206088288 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueQualitative Sociology Review · 2013
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsUniversity of Calgary
FundersQatar National Research FundFonds National de la Recherche Luxembourg
KeywordsBreastfeedingNonprobability samplingSpouseQualitative researchSustenancePsychologyMedicineNursingPopulationEnvironmental healthPediatricsSociology

Abstract

fetched live from OpenAlex

Breastfeeding is an important source of nutrition and sustenance for infants and toddlers, and has also been linked to several aspects of emotional, physiological, and psychological developments. Benefits of breastfeeding include lower morbidity and mortality rates in infants, appropriate nutrition for early physiological development, and improved immune system development. Some studies also suggest it may enhance cognitive development and reduce the risk of diabetes. These health benefits positively influence the physiological status of the infant throughout his or her early childhood and adolescence. The World Health Organization (WHO) recommends that breastfeeding be initiated immediately following birth and continued until the infant is at least 6 months of age. However, according to the UNICEF report, between 2000-2007 in Qatar, only 12% of babies under 6 months were exclusively breastfed. Funded by the QNRP (Qatar Undergraduate Research Experience Program), the goal of this exploratory qualitative study was to find ways to effectively promote breastfeeding practices among Qatari women by investigating factors affecting the ways in which Qatari women (national and nonnational Arab women) make decisions to engage in breastfeeding practices and their overall knowledge of breastfeeding. Purposive sampling was used to recruit 32 Arab mothers as research participants and individual in-depth, semi-structured interviews were conducted with each participant. Results showed that professional support from doctors and nurses, social support from parents and spouse, cultural and religious values, economic ability work restrictions, time, as well as availability of help and care at home, personal challenges, such as perceptions of pain, body image, and body changes, were some of the major factors in making decisions to breastfeed or not.

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.

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)0.006
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.617
Threshold uncertainty score0.710

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.094
GPT teacher head0.421
Teacher spread0.327 · 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