Evidence map›Paper›PMID 41998687›Full record

ArticleInternational journal for equity in health2026

The epidemic and socioeconomic factors shock: a long-term dynamic analysis of equity in infectious disease healthcare in China.

Lisha Hou, Cheng Zhang, Changjun Wang, Yong Wang, Jinpeng Guo, Yong Chen, Ju Huang

Abstract read
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Article in International journal for equity in 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

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Lisha HouSchool of Public Health, China Medical University, Shenyang, Liaoning Province, China.
Cheng ZhangInstitute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Changjun WangChinese PLA Center for Disease Control and Prevention, Beijing, China.
Yong WangChinese PLA Center for Disease Control and Prevention, Beijing, China.
Jinpeng GuoChinese PLA Center for Disease Control and Prevention, Beijing, China.
Yong Chen *Chinese PLA Center for Disease Control and Prevention, Beijing, China. chenyonger@126.com.
Ju Huang *Institute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. 13811839153@163.com.

Funding

National Natural Science Foundation of china 12171295
6 · The paper itself

Abstract

objectivesTo analyze the changes in equity of health resources and service utilization (HRSU) for infectious diseases and to assess the impact of COVID-19 and its associated socioeconomic changes on this equity.

methodsThis study utilized 14-year provincial panel data from 31 provinces in mainland China. Data were sourced from the China Health Statistics Yearbook (2011–2024). Equity in infectious disease HRSU was assessed using four key indicators. Specifically, health resource indicators included the number of CDC physicians and infectious disease beds, while service utilization indicators included the infectious disease outpatient rate and inpatient rate. A GDP-weighted Theil index was applied to analyze equity before and after the COVID-19 pandemic, and an Interrupted Time Series Analysis (ITSA) was conducted to quantify the pandemic’s impact on equity.

resultsPost-COVID-19, the Theil index decreased for CDC physicians, infectious disease beds, utilization of outpatient service (UOS) and utilization of inpatient service (UIS). ITSA showed that after the pandemic, the pandemic had a statistically significant impact on the Theil index of infectious disease beds and UIS, with the difference between the pre-pandemic and post-pandemic slopes of -0.0132 and - 0.0077 (p < 0.001). Conversely, the Theil index of UOS decreased immediately after the pandemic (β2= -0.0106, p < 0.001), but there was no sustained effect.

conclusionEpidemic shocks have catalyzed policy responses, driving sustained gains in equity for infectious disease beds and inpatient service access, but only transient improvements in equity of UOS. The epidemic’s socio-economic impacts and inherent regional-economic disparities exert long-term effects on healthcare equity. A Health Priority Development Strategy could contribute to lowering infectious disease incidence and promoting sustained equity in health service utilization. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Communicable DiseasesCOVID-19Healthcare DisparitiesHealth EquityChinaHumansInterrupted Time Series AnalysisPandemicsSARS-CoV-2Socioeconomic Disparities in HealthSocioeconomic FactorsEpidemicEquityHealthcareInfectious diseaseInterrupted time-series analysis

Identifiers

PMID41998687
PMCPMC13267279

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.