Evidence map›Paper›PMID 39929515›Full record

ArticleBMJ open2025

Role of private providers in the implementation of the national health insurance scheme in Zambia: a qualitative study of perceptions and experiences.

Warren Mukelabai Simangolwa, Jesper Sundewall

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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

2 authors.

Warren Mukelabai SimangolwaCentre for Health Economics, Financing and Technology Assessment, Patient and Citizen Involvement in Health, Lusaka, Zambia mukewarren@gmail.com.ORCID http://orcid.org/0000-0002-6926-3840
Jesper SundewallHealth Economics and HIV/AIDS Research Division, University of KwaZulu-Natal, Durban, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionAn increasing number of sub-Saharan African countries are implementing national health insurance schemes (NHISs) to support the aspiration of universal health coverage (UHC). A growing body of literature recognises the private sector role in improving NHIS equity in service access, public provider complementarity and overall member satisfaction. Zambia has implemented the NHIS since 2019 as a priority health financing strategy to support UHC. This study provides the first examination of the private sector's experiences implementing the Zambia NHIS.

methodsThe study uses a qualitative study design and inductively synthesises data from 30 in-depth interviews with the private sector accredited to the Zambia NHIS in one rural and one urban province.

resultsThe private sector was motivated by profits and complementarity with public providers regarding service readiness and availability. Providers perceived the accreditation process and fees as standard and affordable. Providers reported increased service utilisation, mainly by the NHIS clients. Senior citizens and the informal sector constituted the majority of users. There were implementation challenges, including delays in preauthorisations, loss of member details and exclusion and restrictions of interventions in the benefits package. Private providers also experienced overcrowding and reduced service quality. Providers perceived the service reimbursement levels as relatively cost-reflective, but some providers shifted models to maximise profits, including inducing demand to defraud the fund. Generally, providers perceived payments as within the agreed timelines, especially for online claims.

conclusionThe initial scepticism among private providers before the initiation of the NHIS has subsided. The private provider's experiences with accreditation, service utilisation, claims and reimbursements have been overall positive.

Indexed as

National Health ProgramsPrivate SectorUniversal Health InsuranceFemaleHealth Services AccessibilityHumansInterviews as TopicMaleQualitative ResearchZambiaAccreditationHEALTH ECONOMICSHealth policyHealth Services AccessibilityQUALITATIVE RESEARCHQuality in healthcare

Identifiers

PMID39929515
PMCPMC11831299

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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.