Evidence map›Paper›PMID 41725774›Full record

ArticleFrontiers in public health2026

Spatial accessibility and equity of traditional Chinese medicine hospitals in Eastern China: application of improved two-step floating catchment area method.

Caiming Xu, Tingyu Mu, Yulian Liu, Rixiang Xu

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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.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Caiming XuSchool of Law, Hangzhou City University, Hangzhou, Zhejiang, China.
Tingyu MuSchool of Nursing, Anhui Medical University, Hefei, China.
Yulian LiuNingbo Municipal Hospital of Traditional Chinese Medicine, Ningbo, China.
Rixiang XuSchool of Medical Humanities, Anhui Medical University, Hefei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Despite the growing role of Traditional Chinese Medicine (TCM) in China, little is known about the spatial accessibility and equity of TCM hospital resources at high geographic resolution. This study quantifies the spatial accessibility (SA) of TCM hospitals and assess the equity in resource distribution across Zhejiang Province to identify distributional disparities and inform policy responses. Methods: We applied a Two-Step Floating Catchment Area (2SFCA) framework augmented with navigation-derived travel times from a real-time route API to estimate SA for 99 public TCM hospitals and 25,601 residential demand points; equity was evaluated using Gini coefficients for four core resources (TCM physicians, TCM pharmacists, inpatient beds, and high-value TCM equipment), and spatial clustering was examined via Moran's I. Results: Among the 25,601 residential points analyzed, 93.47% were within a 60 min driving distance of a TCM hospital, covering 97.21% of the provincial population. However, accessibility varied considerably by municipality: Hangzhou exhibited the highest SA scores, while Lishui demonstrated consistently poor equity across all resource indicators. Gini coefficients ranged from 0.365 for TCM pharmacists (indicating proper equity) to 0.505 for medical equipment (indicating high inequity). Spatial autocorrelation analysis revealed distinct clustering patterns, with accessibility shaped by both topographical constraints and disparities in resource allocation. Conclusion: While Zhejiang achieves high overall SA to TCM hospitals, substantial inequities in resource allocation remain. Policy implications include targeted redistribution of high-value assets (for example, regional equipment-sharing consortia), deployment of mobile diagnostic and treatment units for remote and insular areas, incentives to attract TCM practitioners to underserved localities, and strengthening county-level service capacity to reduce intra-municipal disparities. These measures would help translate broad coverage into more equitable access to TCM services.

Indexed as

Catchment Area, HealthHealth Services AccessibilityMedicine, Chinese TraditionalChinaHealthcare DisparitiesHumansequityhealth resourcespublic hospitalspatial accessibilitytraditional Chinese medicine

Identifiers

PMID41725774
PMCPMC12916626

What Socratic holds

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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 Socratic graph.