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Record W4213194868 · doi:10.21203/rs.3.rs-122512/v1

Towards A Comprehensive Breastfeeding-Friendly Workplace Environment: Insight From Selected Health Facilities In The Central Region of Ghana

2020· preprint· en· W4213194868 on OpenAlexaff
Jacqueline Nkrumah, Aaron Asibi Abuosi, Rodney Buadi Nkrumah

Bibliographic record

VenueResearch Square · 2020
Typepreprint
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsMcGill University
Fundersnot available
KeywordsBreastfeedingBusinessEnvironmentally friendlyEnvironmental healthEconomic growthEnvironmental planningGeographyMedicineEconomicsPediatrics

Abstract

fetched live from OpenAlex

Abstract Background In the last three decades, Ghana has championed the objectives of the Baby Friendly Hospital Initiative to provide pregnant women and nursing mothers with skills and support necessary for optimal breastfeeding. Yet, little is known about practical interventions to promote breastfeeding friendly work environment in healthcare facilities. This study explores the extent to which healthcare facilities in Effutu Municipality provide breastfeeding friendly workplace environment to breastfeeding frontline health workers. Methods A descriptive mixed-method approach was employed to collect data from healthcare facility representative and breastfeeding frontline health workers. Self-administered questionnaire with structured responses and interview guide were used to collect data. Thematic analysis was used to analyze interview responses. Survey responses were processed with SPSS version 23.0 and presented using frequencies and percentages.Results Three main themes, namely, Standpoints on workplace breastfeeding support; Breastfeeding support, suggested future directions and six sub-themes, including backings for workplace breastfeeding support; perceived benefits of breastfeeding support; factors of poor breastfeeding workplace support; maternity protection benefits; workplace support gaps, and awareness creation on benefits were identified to explain the extent to which health facilities provide breastfeeding friendly workplace environment. Breastfeeding frontline health workers said their hospitals have no breastfeeding policy (96%), no breastfeeding facility (96%), do not go to work with baby (96%), but went on 12 weeks maternity leave (96%) and work half-day (70%) on return to work.ConclusionHealth facilities in the study do not provide breastfeeding friendly work environment except the privileges provided by the Labor Act. Continuous advocacy on breastfeeding workplace support and stakeholder engagement to build consensus on the mix of strategies suitable to cushion breastfeeding frontline health workers against work-breastfeeding stress and minimize its negative impact on optimal breastfeeding among frontline health workers is recommended.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
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 head0.093
GPT teacher head0.365
Teacher spread0.272 · 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 designQualitative
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

Citations0
Published2020
Admission routes1
Has abstractyes

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