MétaCan
Menu
Back to cohort
Record W7000603795

Expanding HIV Self-Test Kits via Community Pharmacies in Rwanda Has Improved Availability, but Affordability Remains an Issue

2024· article· en· W7000603795 on OpenAlexaboutno aff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2024
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical Quality and Counterfeiting
Canadian institutionsnot available
Fundersnot available
KeywordsPharmacyHuman immunodeficiency virus (HIV)Logistic regressionTest (biology)Public healthHiv test
DOInot available

Abstract

fetched live from OpenAlex

Amon Nsengimana,1 Emmanuel Biracyaza,2 Augustin Manirakiza,3 Yvette Nsekonziza,3 Emmanuel Niyonsenga,3 Frederic Ntirenganya,4 Théoneste Umumararungu3 1USAID Global Health Supply Chain Program-Procurement and Supply Management (GHSC-PSM) Project, Kigali, Rwanda; 2School of Rehabilitation Faculty of Medicine, Université de Montréal, Montreal, QC, Canada; 3Department of Pharmacy, University of Rwanda, Kigali, Rwanda; 4Department of HIV/AIDS, Diseases Prevention and Control, Rwanda Biomedical Centre (RBC), Kigali, RwandaCorrespondence: Amon Nsengimana, Email amonnsengimana@gmail.comBackground: The World Health Organization (WHO) recommends HIV self-testing (HIVST) to complement the existing HIV testing services. Pursuant to this, Rwanda approved the over-the-counter sale of Oral Quick HIV self-tests in community pharmacies, facilitating home testing and addressing accessibility issues. However, the availability and affordability of HIVSTs in these settings remains unexplored. Hence, this study determined the availability and affordability of HIVST kits in Community Pharmacies across Rwanda.Methods: This cross-sectional study was conducted among 220 licensed community pharmacists between February and May 2023. Tools standardized by WHO and Health Action International (HAI) were used to evaluate the affordability of HIVST kits. An ANOVA followed by a post-hoc test examined significant price differences across regions. Bivariate and multivariate logistic regression analyses were used to identify the factors associated with the availability of HIVST kits.Results: The availability was 76%, with 53% being finger-stick tests. Pharmacies owned by pharmacists were almost twice as likely to have HIVST available (AOR=1.858; 95%: 1.280– 2.629, p=0.007) than their counterparts. Pharmacies in Kigali were more likely to stock HIVST (AOR=3.549; 95%: 1.283– 9.814, p=0.015) than in other regions. Pharmacies experiencing frequent requests for HIVST were more likely to have HIVST available (AOR=0.22; 95%: 0.07– 0.66, p< 0.001) than those with fewer requests. Both oral quick and finger-stick HIVST were priced beyond the affordability of low-income earners. Moreover, significant price differences for Oral Quick HIVST (F=11.349; p< 0.001) were observed across regions, with Kigali’s prices significantly differing from those in the southern (p< 0.001) and western Provinces (p=0.004).Conclusion: HIVSTs are not economically priced for the lowest-paid workers, with variations in availability and prices across the country. Policymakers should apply subsidies or price regulation strategies to make HIVST more affordable, ensuring equitable access to all regions and income levels.Keywords: community pharmacies, HIV-self tests, availability, affordability

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)0.009
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.087
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0020.003
Open science0.0020.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0080.000

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 head0.398
GPT teacher head0.599
Teacher spread0.201 · 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 designBench or experimental
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueDOAJ (DOAJ: Directory of Open Access Journals)Same topicPharmaceutical Quality and CounterfeitingFrench-language works237,207