Evidence map›Paper›PMID 39893426›Full record

ArticleBMC health services research2025

Dual Clinical Practice (DCP) policy to improve the retention of human resources for health in Rwanda: a mid-term review using a cross-sectional and retrospective study design.

Kizito Kayumba, Corneille Ntihabose, Sabine Musange Furere, Bernard Ngabo, Piero Irakiza, Felix K Rubuga, Nathalie Umutoni, Ina Rukundo Kalisa, Pascal Birindabagabo, Emile Rwamasirabo and 5 more

Abstract read
In one paragraph

Article in BMC health services research, 2025. 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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0citing papers in PubMed
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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

15 authors.

Kizito KayumbaCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Corneille NtihaboseMinistry of Health, Kigali, Rwanda.
Sabine Musange FurereCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Bernard NgaboSchool of Public Health, University of Rwanda, Kigali, Rwanda.
Piero IrakizaCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Felix K RubugaCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Nathalie UmutoniCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Ina Rukundo KalisaWorld Health Organization Country Office, Kigali, Rwanda.
Pascal BirindabagaboIndependent Consultant, CIIC-HIN, Kigali, Rwanda.
Emile RwamasiraboRwanda Agency for Accreditation and Quality Healthcare, Kigali, Rwanda.
Emmanuel KayibandaRwanda Agency for Accreditation and Quality Healthcare, Kigali, Rwanda.
Patience MukundirukuriCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Gashaija AbsolomonCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Sumana DhananiCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda.
Jeanine CondoCenter for Impact, Innovation and Capacity Building in Health Information Systems and Nutrition (CIIC-HIN), Kigali, Rwanda. submissions@ciichin.org.

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundDespite the high demand for public services globally, ensuring the quality of services provided by public health facilities is challenging. Poor remuneration of public sector health care providers (HCPs) drives their migration to private health facilities. The Dual Clinical Practice (DCP) Policy in Rwanda represents a strategic initiative aimed at retaining healthcare professionals in public health facilities, allowing them to engage in private practice concurrently. This study assesses the implementation challenges and identifies opportunities for potential reformulation of DCP schemes.

methodsThis study employed a mixed methods approach, incorporating both cross-sectional and retrospective designs across six Rwandan public hospitals. Quantitative and qualitative data were collected through key informant interviews (KIIs) and joint interviews (JIs), as well as through the analysis of health facility records obtained from the Health Management Information System (HMIS) and the Electronic Medical Record (EMR). Qualitative data were analyzed using Atlas.ti software, while quantitative data were analyzed using Microsoft Excel.

resultsThe study involved participants from six Rwandan hospitals, including 20 healthcare providers and 32 patients. Qualitative results revealed that a substantial majority of health care providers supported the DCP policy, with a high patient satisfaction rate of 81% regarding DCP services. However, challenges emerged, including limited awareness of the policy and difficulties in tracking DCP engagements. Quantitative data from the HMIS and EMR indicated an increase in patient enrollment across most facilities, with DCP outpatient visits accounting for a significant percentage of total visits in some hospitals. While the DCP contributed positively to hospital revenues, concerns about the sustainability of the scheme and the adequacy of health care remuneration were highlighted, calling for a review of DCP policy involving stakeholders beyond the Ministry of Health.

conclusionThis study found that the DCP policy in Rwanda positively impacted healthcare provider retention, patient satisfaction, and hospital revenues. Providers expressed strong support for the policy, and patient satisfaction was high, with 81% of patients reporting positive experiences with DCP services. The scheme contributed to increased patient enrollment and hospital revenue, particularly in urban facilities. However, challenges, such as limited awareness of the policy among healthcare providers and difficulties in tracking DCP engagements, were noted. Additionally, concerns about the sustainability of the DCP and the adequacy of healthcare remuneration highlighted the need for policy revisions. To address these challenges, a collaborative approach involving stakeholders such as tax authorities, hospital administrations, and health insurance companies is necessary. Additionally, our study highlights the critical role of investments in physical infrastructure to support the long-term success of DCP. Enhancing infrastructure would not only ensure better healthcare quality but also support the retention of providers in both urban and rural settings.

Indexed as

Health PersonnelHealth PolicyHealth WorkforceHospitals, PublicCross-Sectional StudiesFemaleHumansMaleQualitative ResearchRetrospective StudiesRwandaDual clinical practice (DCP)Health care providers (HCPS)Human resources for healthPolicy revisionPublic health facilitiesRetentionService delivery

Identifiers

PMID39893426
PMCPMC11786544

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.