Evidence map›Paper›PMID 34912558›Full record

ArticleJournal of global health2021

Health financing reforms for Universal Health Coverage in five emerging economies.

Chris Atim, Indu Bhushan, Mark Blecher, Ramana Gandham, Vikram Rajan, Jonatan Davén, Olusoji Adeyi

Abstract read
In one paragraph

Article in Journal of global health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 2 pooled it
–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

23 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  8. Digital pulse: Social media reaction to South Africa's National Health Insurance implementation.African journal of primary health care & family medicine · 2025
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  10. Challenges and Opportunities of Universal Health Coverage in Africa: A Scoping Review.International journal of environmental research and public health · 2025
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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

7 authors.

Chris AtimResults for Development, Accra, Ghana.
Indu BhushanNational Health Authority, New Delhi, India.
Mark BlecherNational Treasury of South Africa, Pretoria, South Africa.
Ramana GandhamIndependent consultant, Nairobi, Kenya.
Vikram RajanWorld Bank Group, Washington, D.C., USA.
Jonatan DavénNational Treasury of South Africa, Pretoria, South Africa.
Olusoji AdeyiResilient Health Systems, Washington, D.C., USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMany countries have committed to achieving Universal Health Coverage. This paper summarizes selected health financing themes from five middle-income country case studies with incomplete progress towards UHC.

methodsThe paper focuses on key flagship UHC programs in these countries, which exist along other publicly financed health delivery systems, reviewed through the lens of key health financing functions such as revenue raising, pooling and purchasing as well as governance and institutional arrangements.

resultsThere is variable progress across countries. Indonesia's Jaminan Kesehatan Nasional (JKN) reforms have made substantial progress in health services coverage and health financing indicators though challenges remain in its implementation. In contrast, Ghana has seen reduced funding levels for health and achieved less than 50% in the UHC service coverage index. In India, despite Ayushman Bharat (PM-JAY) reforms having provided important innovations in purchasing and public-private mix, out of pocket spending remains high and the public health financing level low. Kenya still has a challenge to use public financing to enhance coverage for the informal sector, while South Africa has made little progress in strategic purchasing.

conclusionsDespite variations across countries, therefore, important challenges include inadequate financing, sub-optimal pooling, and unmet expectations in strategic purchasing. While complex federal systems may complicate the path forward for most of these countries, evidence of strong political commitment in some of these countries bodes well for further progress.

Indexed as

Healthcare FinancingUniversal Health InsuranceFinancing, GovernmentHealth ExpendituresHumansMedical Assistance

Identifiers

PMID34912558
PMCPMC8645242

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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 OpenQuestion graph.