Evidence map›Paper›PMID 41468400›Full record

ArticlePloS one2025

Implementing postpartum family planning services in rural Rwanda: A mixed-methods study.

Claudine Umuhoza, Mame Diarra Niang, Rosine Ingabire, Julien Nyombayire, Amelia Mazzei, Rachel Parker, Amanda Tichacek, Azhar Nizam, Jessica M Sales, Lisa B Haddad and 4 more

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Claudine UmuhozaProjet San Francisco (PSF)/Center for Family Health Research (CFHR), Kigali, Rwanda.
Mame Diarra NiangDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Rosine IngabireProjet San Francisco (PSF)/Center for Family Health Research (CFHR), Kigali, Rwanda.
Julien NyombayireProjet San Francisco (PSF)/Center for Family Health Research (CFHR), Kigali, Rwanda.
Amelia MazzeiProjet San Francisco (PSF)/Center for Family Health Research (CFHR), Kigali, Rwanda.ORCID https://orcid.org/0000-0002-9030-1418
Rachel ParkerDepartment of Pathology, School of Medicine, Emory University, Atlanta, Georgia, United States of America.
Amanda TichacekDepartment of Pathology, School of Medicine, Emory University, Atlanta, Georgia, United States of America.
Azhar NizamDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Jessica M SalesDepartment of Behavioral, Social and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Lisa B HaddadPopulation Council, Center for Biomedical Research, New York, New York, United States of America.
Phaedra CorsoOffice of the Vice Chancellor for Research, Indiana University, Indianapolis, Indiana, United States.
Susan AllenDepartment of Pathology, School of Medicine, Emory University, Atlanta, Georgia, United States of America.
Etienne KaritaProjet San Francisco (PSF)/Center for Family Health Research (CFHR), Kigali, Rwanda.
Kristin M WallDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.ORCID https://orcid.org/0000-0001-8547-2004

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPostpartum family planning (PPFP) reduces adverse maternal-child outcomes related to short interpregnancy intervals and unintended pregnancies. This mixed-method study assessed PPFP needs in rural government health facilities as well as clients' knowledge and barriers to PPFP uptake in Rwanda.

methodsFrom May-July 2023, we conducted cross-sectional PPFP needs assessments in rural government health facilities and focus group discussions (FGDs) among couples attending antenatal clinics to understand women's and men's perceptions and barriers to PPFP uptake. Quantitative data were collected from twelve rural government health facilities (two hospitals, four health centers, six health posts). Qualitative data were collected during six FGD with 6-12 participants per session. Quantitative data were analyzed descriptively, and qualitative data were analyzed thematically with a deductive approach.

resultsSeventeen (65%) hospital nurses and 11 (23%) health center nurses were trained in implant insertion, and six (23%) hospital nurses and four (9%) health center nurses were trained in postpartum intrauterine device (PPIUD) insertion. Hospitals provided an average of 204 postpartum implants (29% of deliveries) and seven PPIUDs per month (1% of deliveries), while health centers provided 25 postpartum implants and no PPIUDs per month. At health posts, there was no equipment for implant or intrauterine device (IUD) provision. FGD findings revealed that couples have access to family planning counseling at the health center, but they were concerned about limited information on contraceptive method mechanisms of action and side effects; knowledge about and access to IUD/PPIUD was especially limited.

conclusionsEnhanced PPFP training and provision is needed in rural areas, especially for PPIUD. Knowledge gaps and concerns about side effects were emphasized in FGDs. PPFP demand creation strategies tailored for the rural populace as well as rural provider training could improve PPFP access and uptake in rural government clinics of Rwanda.

Indexed as

Family Planning ServicesPostpartum PeriodAdultCross-Sectional StudiesFemaleFocus GroupsHealth Knowledge, Attitudes, PracticeHumansIntrauterine DevicesMalePregnancyRural PopulationRwandaYoung Adult

Identifiers

PMID41468400
PMCPMC12752963

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.