ArticleInternational journal for equity in health2025
Assessing the impact of physician supply inequality on mortality in China: implications for global health.
Article in International journal for equity in health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- China's new quality productive forces in healthcare: spatial disparities, dynamic evolution, and convergence.BMC health services research · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
backgroundEnough supply of physicians plays a vital role in ensuring equitable access to healthcare for residents. This study aims to present a national profile of physician supply and investigate its correlation with all-cause mortality in China.
methodsThis epidemiological study utilized population-level administrative data. The estimated annual percentage change (EAPC) was calculated to evaluate temporal trends in physician density. The concentration index (CCI) was used to analyze inequalities in physician supply. A generalized estimating equation model and restricted cubic spline were employed to explore the association between physician supply and mortality.
resultsIn China, physician density increased significantly from 23.13 per 10,000 population in 2016 to 30.40 per 10,000 population in 2021, which corresponds to a substantial growth of 23.92% with an EAPC of 5.79% (95% CI: 4.89-6.69). Concurrently, age-standardized all-cause mortality has exhibited a declining trend. The CCI for physician supply remained stable at approximately 0.327. Furthermore, a multivariable generalized estimating equation model and restricted cubic spline analysis demonstrated a strong negative correlation between physician supply and all-cause mortality (R
conclusionsRegional disparities in physician supply continue to exist, with a gradual narrowing gap within regions. Higher physician supply is associated with reduced all-cause mortality, underscoring the critical importance of equitable physician distribution.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.