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Record W4417112585 · doi:10.1186/s12889-025-25307-2

“You can do this at home and people won’t find out”: a qualitative exploration of women’s experiences with the use of medication abortion drugs received directly from pharmacies in Nepal

2025· article· en· W4417112585 on OpenAlexaff
Nisha Rijal, Angel M. Foster

Bibliographic record

VenueBMC Public Health · 2025
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsAgriculture and Agri-Food CanadaUniversity of Ottawa
Fundersnot available
KeywordsAbortionPharmacyPublic healthQualitative researchAgency (philosophy)BiostatisticsUnsafe abortionReproductive health

Abstract

fetched live from OpenAlex

BACKGROUND: In Nepal, over two-thirds of abortion seekers use medication abortion drugs to terminate their pregnancies. However, fewer than half of all abortions occur in government-approved facilities. Although the government of Nepal discourages pharmacy sale of medication abortion drugs without a prescription, pharmacies account for one-fifth of all abortion services in the country. We conducted a qualitative study to gain insight into why women obtain medication abortion care through pharmacies and document their experiences. METHODS: Using a multi-modal recruitment strategy, we interviewed 25 women from three populous districts of Nepal's Koshi Province who had used medication abortion drugs purchased from pharmacies within the previous two years. We used ATLAS.ti 24 to manage our data and analyzed interviews for content and themes using inductive and deductive techniques. RESULTS: We found that confidentiality, convenience, cost, and connection led women to obtain medication abortion care from pharmacies. Many of our participants were unaware of the free services offered by government health centers or reported that they avoided these facilities due to privacy concerns and/or the perceived need for accompaniment. Most of our participants received the mifepristone/misoprostol regimen from pharmacies without a prescription but were charged more than the mandated maximum retail price. Although pharmacy workers informed women on how to administer the medications, they provided little or no counselling on side effects, complications, post-abortion contraception, or additional medications such as those for pain management. Despite confidence in their decision to terminate their pregnancies and their ability to self-diagnose the pregnancy, take the pills, and confirm completion of the abortion, some of our participants found the abortion process challenging due to insufficient counselling, variable costs, and the lack of pain medications. CONCLUSION: Women seek pharmacy-based medication abortion services for various reasons, including barriers within the health system that limit access to public sector abortion sites. Strengthening the role of pharmacies as medication abortion providers is crucial as they are in a position to enhance women's agency by providing accurate information, medically sound services, and appropriate referrals. Establishing policies and guidelines to formally integrate pharmacies as safe medication abortion sites in Nepal appears warranted.

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)0.011
metaresearch head score (Gemma)0.013
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 score0.015
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.013
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0130.014
Scholarly communication0.0050.007
Open science0.0020.007
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.088
GPT teacher head0.381
Teacher spread0.293 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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