Evidence map›Paper›PMID 41864903›Full record

ArticleReproductive health2026

Spatial distribution, integration and determinants of family planning service provision in Lubumbashi, DRC: a cross-sectional analysis from a health facility census.

Marie Alice Mosuse, Tabitha Ilunga Mpoyi, Lorenzo Libertini, Peter M Macharia, Angèle Musau Nkola, Aline Semaan, Abdulu Mahuridi, Manuela Straneo, Debaïf Mutombo Kayembe, Niclette Lakula and 5 more

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Article in Reproductive health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

15 authors.

Marie Alice MosuseDepartment of Sociology, Vrije Universiteit Brussel, Brussels, Belgium. marie.alice.mosuse@vub.be.
Tabitha Ilunga MpoyiSchool of Public Health, University of Lubumbashi, Lubumbshi, Democratic Republic of Congo.
Lorenzo LibertiniDepartment of Public Health, Institute of Tropical Medicine, Antwerp, Belgium.
Peter M MachariaDepartment of Public Health, Institute of Tropical Medicine, Antwerp, Belgium.
Angèle Musau NkolaSchool of Public Health, University of Lubumbashi, Lubumbshi, Democratic Republic of Congo.
Aline SemaanDepartment of Public Health, Institute of Tropical Medicine, Antwerp, Belgium.
Abdulu MahuridiSchool of Public Health, University of Lubumbashi, Lubumbshi, Democratic Republic of Congo.
Manuela StraneoDepartment of Public Health, Institute of Tropical Medicine, Antwerp, Belgium.
Debaïf Mutombo KayembeSchool of Public Health, University of Lubumbashi, Lubumbshi, Democratic Republic of Congo.
Niclette LakulaSchool of Public Health, University of Lubumbashi, Lubumbshi, Democratic Republic of Congo.
Rehema OukoDepartment of Public Health, Institute of Tropical Medicine, Antwerp, Belgium.
Francoise Malonga KajSchool of Public Health, University of Lubumbashi, Lubumbshi, Democratic Republic of Congo.
Sylvie GadeyneDepartment of Sociology, Vrije Universiteit Brussel, Brussels, Belgium.
Abel Ntambue MukengeshayiSchool of Public Health, University of Lubumbashi, Lubumbshi, Democratic Republic of Congo.
Lenka BeňováDepartment of Public Health, Institute of Tropical Medicine, Antwerp, Belgium.

Funding

Fonds Wetenschappelijk Onderzoek 11M0925NFonds Wetenschappelijk Onderzoek 1201925N
6 · The paper itself

Abstract

backgroundUniversal access to family planning (FP) services is essential for safeguarding sexual and reproductive health and rights. Integration of FP and routine maternal and child health (MCH) services has been associated with increased uptake of long-acting reversible contraceptives and contributes to reduced unintended pregnancies, unsafe abortions and complications associated with short interpregnancy intervals. In the DRC, FP use remains limited despite national efforts to expand services, and rapidly growing cities such as Lubumbashi face additional challenges due to health system fragmentation and reliance on private-sector care. This study examined spatial distribution, MCH-integration and determinants of FP service provision in Lubumbashi.

methodsWe analysed data from a 2023 census of 1,267 health facilities in Lubumbashi. Descriptive analyses summarized the availability of FP services in facilities by health zone, sector, type, routine-data integration, MCH services, -integration, monthly birth volume, medicine stock and mean cost of vaginal birth. Multilevel logistic regression models with random intercepts at the health zone level identified facility-level determinants of FP service provision. Geospatial analyses mapped service availability with 1 km coverage buffers, population-adjusted facility density, and FP-MCH integration levels by health zone.

resultsOverall, 731 facilities reported offering FP services (57.7% of total), with significant variation across health zones (31.0–70.5%). FP provision was strongly associated with high monthly birth volumes (aOR = 8.14, 95% CI 2.81–23.58), public ownership (aOR 4.09, 95% CI 1.62–9.99), and integration with all types of MCH services. Geospatial mapping showed that 94.3% of women live within a 1 km radius of a facility offering FP, but FP services and FP-MCH integration were less dense in peripheral health zones.

conclusionDespite near universal geographic access to FP in Lubumbashi, service integration with MCH-services remains suboptimal, and coverage gaps persist in peripheral areas. The city should prioritise under-served health zones for both health facility based and outreach FP interventions to guarantee universal FP access, and efforts should be made to expand subsidized or free services in areas dominated by private for-profit facilities. Additional barriers such as stockouts, costs, fear of side effects, misinformation or partner-related constraints warrant further investigation.

Indexed as

Family Planning ServicesHealth FacilitiesHealth Services AccessibilityCensusesCross-Sectional StudiesDemocratic Republic of the CongoFemaleHumansPregnancySpatial AnalysisDemocratic Republic of CongoFamily planning servicesHealth facilitiesLubumbashiMaternal and child health servicesSpatial analysisUrban health systems

Identifiers

PMID41864903
PMCPMC13126725

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.