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Record W7117449201 · doi:10.5539/gjhs.v18n1p11

Nurses’ Perceptions of Infertility Care in the Public Health Sector in Namibia

2025· article· W7117449201 on OpenAlexvenueno aff
Carolina Teixeira, Emmanuel Salvatory Magesa, Sarah Mlambo, Lamech M. Mwapagha

Bibliographic record

VenueGlobal Journal of Health Science · 2025
Typearticle
Language
FieldMedicine
TopicReproductive Health and Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsInfertilityPsychosocialReferralPublic healthExploratory researchPublic sectorReproductive medicineHealth care

Abstract

fetched live from OpenAlex

BACKGROUND: Infertility affects an estimated 186 million people globally, with about 12% of couples of reproductive age being affected. In sub-Saharan Africa, the prevalence of infertility ranges between 9% and 30%, and individuals often experience stigma, gendered blame, and psychosocial distress. The role of nurses in infertility care support is paramount to improve patients’ experiences during treatment. In Namibia, research is limited, particularly on nurses’ perceptions of infertility care and patient experiences. METHODS: A qualitative exploratory and descriptive study was conducted between March and August 2024 at four referral hospitals: Intermediate Hospital Katutura, Windhoek Central Hospital, Intermediate Hospital Rundu, and Intermediate Hospital Oshakati. Eleven nurses were purposively sampled from the gynaecology departments. A semi-structured interview guide was used for the interviews. Data were analysed thematically using Braun and Clarke’s six-step framework, guided by the health belief model. Trustworthiness was ensured through Lincoln and Guba’s criteria. RESULTS: Five themes and twelve subthemes emerged: inadequate fertility care in the public sector, characterised by limited diagnostic and treatment options and financial barriers. Limited nursing roles and insufficient knowledge in psychosocial support. Patient experiences are marked by sadness, denial, and stigma, with women disproportionately blamed while men are often denied responsibility. Cultural and gender expectations that reinforced stigma and discouraged psychological support. Desired infertility care improvements, including the introduction of In Vitro fertilisation in the state facilities, community education, adoption options, training for nurses, and dedicated infertility clinics. CONCLUSION: Infertility care in Namibia remains inadequate, with important gaps in service provision and psychosocial support. Nurses emphasised the need for comprehensive infertility care in the public sector, strengthening nursing roles through training and the integration of patient-centred approaches to address stigma, gendered blame and emotional distress.

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)0.004
metaresearch head score (Gemma)0.006
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 score0.028
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0060.003
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.043
GPT teacher head0.419
Teacher spread0.376 · 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
Published2025
Admission routes1
Has abstractyes

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