Evidence map›Paper›PMID 41878663›Full record

ArticleRisk management and healthcare policy2026

Health Shocks and Debt Risk Among Middle-Aged and Elderly Individuals in China: The Mediating Roles of Informal Self-Treatment and Formal Healthcare Utilization.

Zhan Shu, Zefang Wei, Zhenfei Huang, Mingyuan Dong

Abstract read
In one paragraph

Article in Risk management and healthcare policy, 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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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

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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Zhan ShuSchool of Public Administration, Central China Normal University, Wuhan, Hubei, People's Republic of China.
Zefang WeiSchool of Public Administration, Central China Normal University, Wuhan, Hubei, People's Republic of China.
Zhenfei HuangSchool of Public Administration, Central China Normal University, Wuhan, Hubei, People's Republic of China.
Mingyuan DongSchool of Public Administration, Central China Normal University, Wuhan, Hubei, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The correlation between health shocks and debt risk among middle-aged and elderly individuals in China remains inadequately explored. This study seeks to investigate the relationship between health shocks and household debt risk, considering the mediating roles of self-treatment, outpatient care, and inpatient care. Methods: A cross-sectional study used data from the China Health and Retirement Longitudinal Study (CHARLS) 2018 wave, including 19,670 middle-aged and older adults in China. Linear regression models were first employed to examine the association between health shocks and household debt risk. Sobel tests were then employed to explore the mediating roles of informal self-treatment, outpatient care, and inpatient care. Results: The findings reveal a significant and positive association between health shocks and cash debt risk among middle-aged and elderly individuals in China. Notably, individuals with a higher burden of chronic diseases, particularly those in middle age, exhibit an elevated risk of cash debt. Furthermore, informal self-treatment emerges as a crucial mediator in the relationship between health shocks and cash debt risk. Conversely, formal healthcare utilization demonstrates no significant mediating effect. Conclusion: This study underscores the urgent need to strengthen financial protection for individuals with chronic diseases and multimorbidity. Policy efforts should focus on expanding outpatient reimbursement, improving the capacity and integration of primary healthcare services, and establishing more effective and coordinated management strategies for multimorbidity in order to alleviate long-term debt risk.

Indexed as

debt riskhealthcare utilizationhealth shocksmediating rolesself-treatmentsobel test

Identifiers

PMID41878663
PMCPMC13006329

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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.