Evidence map›Paper›PMID 39584813›Full record

ArticleSociology of health & illness2025

A Political-Economic Model of Community and Societal Health Resources: A 92-Country Global Analysis.

Shadi Omidvar Tehrani, Douglas D Perkins, Nikolay L Mihaylov

Abstract read
In one paragraph

Article in Sociology of health & illness, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. The impact of health risks on healthcare expenditure in European countries.The European journal of health economics : HEPAC : health economics in prevention and care · 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

3 authors.

Shadi Omidvar TehraniDepartment of Human and Organizational Development, Vanderbilt University, Nashville, Tennessee, USA.ORCID 0000-0002-7304-4579
Douglas D PerkinsDepartment of Human and Organizational Development, Vanderbilt University, Nashville, Tennessee, USA.
Nikolay L MihaylovFaculty of Public Health, Medical University of Varna, Varna, Bulgaria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The quality and access to healthcare systems depend on community health resources, infrastructure, and funding; however, a significant disparity in these resources persists globally. The effectiveness of national health systems depends on a balanced approach to health spending, access to facilities and a skilled local health workforce. What accounts for country-level differences in those critical community and societal health resources? We proposed and tested a model that leverages political and socioeconomic factors to predict various health resources and services in countries. Data, including community health training, research, and support, universal health coverage, healthcare infrastructure, and per capita health expenditure, were collected and analysed by statistical methods, like bivariate correlations and hierarchical multiple linear regressions from 105 countries. Countries with more grassroots activism, fiscal decentralisation, freedom, and globalisation and less perceived corruption and inequality had more community and societal health resources. In multivariate analyses, stronger community health training and research is associated with the globalisation index, freedom score, government fiscal decentralisation, and income inequality. The strongest predictor of health insurance coverage and hospital beds was the country's population education index, and of nurses and midwives-per-capita and health expenditures-per-capita was GDP-per-capita. These insights could guide policymaking to reduce global health inequalities.

Indexed as

Global HealthHealth ResourcesModels, EconomicPoliticsHealth ExpendituresHealth Services AccessibilityHumansSocioeconomic Factorscommunity health resource measurescorruptionfiscal decentralisationfreedomglobalisationglobal quantitative analysisinequalitypolitical‐economic model

Identifiers

PMID39584813
PMCPMC11849769

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.