Evidence map›Paper›PMID 41123457›Full record

ArticleEuropean journal of public health2025

Investigating the relationship between corruption and health system outcomes in Central and Eastern Europe.

Petra Varkonyi, Martin McKee, Darius Erlangga, Dina Balabanova

Abstract read
In one paragraph

Article in European journal of public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Why the EU's new Anti-Corruption Directive matters for health.The Lancet regional health. Europe · 2026
    Article
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

4 authors.

Petra VarkonyiLondon School of Hygiene & Tropical Medicine, London, United Kingdom.
Martin McKeeLondon School of Hygiene & Tropical Medicine, London, United Kingdom.ORCID 0000-0002-0121-9683
Darius ErlanggaLondon School of Hygiene & Tropical Medicine, London, United Kingdom.
Dina BalabanovaLondon School of Hygiene & Tropical Medicine, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Corruption in the health sector wastes precious resources and threatens progress to universal health coverage (UHC). Countries of Central and Eastern Europe (CEE) have undertaken extensive health system reforms, many including measures to tackle informal payments and other forms of corruption. We asked whether there is evidence linking perceived corruption in twelve CEE countries between 2012 and 2020 with two health system-related outcomes, out-of-pocket payments and avoidable mortality. We analyse panel data and adjust for national characteristics in the political, economic, and social domains. We find a significant association between perceived corruption and health system outcomes after accounting for time-variant and in-variant factors using fixed-effects analysis. The political, economic, and social determinants of health, including quality of government, public health expenditure, national income, inequality, and urbanisation have stronger associations with each health system outcome. The results suggest that while corruption is detrimental to population health, it is one of a number of political and economic factors that must be addressed to accelerate progress towards equitable and universal health coverage. The direct and indirect effects of corruption on factors outside the health system that impact health outcomes cannot be ignored. Intersectional and global anti-corruption, accountability, and transparency initiatives remain a critical priority for achieving UHC in CEE and ensuring health systems keep pace with economic growth and population expectations.

Indexed as

CrimeDelivery of Health CareHealth ExpendituresEuropeEurope, EasternHumansMortalitySocial Determinants of HealthUniversal Health Insurance

Identifiers

PMID41123457
PMCPMC12707485

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.