Evidence map›Paper›PMID 42459490›Full record

ArticleFrontiers in public health2026

Health dividends of urbanization and spatial spillovers: evidence from urban agglomerations in the Yangtze River Economic Belt.

Peng Sun, Shichang Lu

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Peng SunSchool of Business Administration, Liaoning Technical University, Huludao, China.
Shichang LuSchool of Business Administration, Liaoning Technical University, Huludao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Urbanization serves as a pivotal driver of socio-economic development, yet its impact on public health remains complex and often ambiguous, particularly within ecologically fragile zones such as the Yangtze River Economic Belt (YREB). This study employs a comprehensive econometric framework utilizing panel data from 108 prefecture-level cities in the YREB spanning 2010-2022. We integrate the Spatial Durbin Model (SDM), panel quantile regression, and causal mediation analysis to investigate the direct and indirect impacts of urbanization on public health, proxied by the Crude Death Rate (CDR). The findings reveal a significant inhibitory effect of urbanization on mortality rates, confirming the "urban health dividend." A notable spatial spillover effect was identified, wherein urbanization in neighboring regions further amplifies local health benefits. Heterogeneity analysis demonstrates that the marginal health benefits of urbanization are significantly greater in high-mortality regions compared to low-mortality regions. Furthermore, mediation tests quantify that medical technology upgrading (24.53%), resident income growth (22.18%), and environmental governance effectiveness (18.65%) are the primary transmission channels. This study may provide regional empirical evidence for understanding the health co-benefits of green urbanization and offers policy implications for advancing coordinated regional development strategies.

Indexed as

Urban HealthUrbanizationChinaEconomic DevelopmentHumansMortalityRiversSocioeconomic Disparities in HealthChinaenvironmental governancehealth equitypublic healthspatial spilloverurbanization

Identifiers

PMID42459490
PMCPMC13368777

What OpenQuestion holds

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LicenceCC BY
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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.