ArticleFrontiers in public health2024
Medical insurance, vulnerability to poverty, and wealth inequality.
Article in Frontiers in public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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
10 citing papers in PubMed, 10 citations in OpenAlex.
- A study on the impact of catastrophic health expenditure on social stability.Frontiers in public health · 2026Article
- Huimin Insurance and unequal economic welfare between urban and rural areas: evidence from Chinese cities.Frontiers in public health · 2026Article
- Can health poverty alleviation policies simultaneously mitigate current and future medical-related poverty? Evidence from four waves (2011-2018) of the China health and retirement longitudinal study (CHARLS).Archives of public health = Archives belges de sante publique · 2025Article
- Multidimensional poverty and health: an analysis of multidimensional poverty and its influencing factors among rural residents in Western China from a health ecology perspective.BMJ global health · 2025Article
- Can supplementary private health insurance reduce poverty vulnerability? Evidence from Shandong Province.BMC public health · 2025Article
- Self-medication among university students in Guangdong province, China: a cross-sectional study using the KAP model.Frontiers in public health · 2025Article
- Dynamic externalities of basic medical insurance compensation, health capital accumulation, and economic growth.Frontiers in public health · 2025Article
- The poverty prevention effects of health insurance: evidence from China's basic medical insurance program.Frontiers in public health · 2025Article
- The impact of rural health insurance on vulnerability to chronic poverty among rural residents in China: analysis using Probit and IVprobit models.Frontiers in public health · 2024Article
- How do policy measures affect the ability of poverty-stricken households to cope with external shocks? From the perspective of differences in the human capital endowment of households.Frontiers in public health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: China has made remarkable achievements in alleviating poverty under its current poverty standards. Despite these immense successes, the challenge of consolidating these achievements remains. In reality, health risks are among the significant factors causing rural households to fall into poverty, and medical insurance is the significant factor mitigating household vulnerability to poverty. Therefore, alleviating or guarding against households falling into poverty is essential. Methods: This paper establishes a multi-equilibrium model that incorporates heterogeneous health risks and medical insurance. Through parameter calibration and value function iteration, numerical solutions are derived. Results: Heterogeneous health risks significantly increase poverty vulnerability and wealth inequality in rural households. Medical insurance, through its investment incentives and loss compensation effects, efficiently mitigates these issues, especially benefiting those in poorer health. Furthermore, the dual-slanted compensation policy efficiently mitigates the adverse effects of "reverse redistribution." Conclusion: Medical insurance effectively mitigates household vulnerability to poverty and wealth inequality. Government departments must establish health records for residents. By recognizing variations in health conditions, these departments can provide households with poorer health conditions with a higher medical expense compensation ratio. In addition, the government should further focus medical expense reimbursements toward households on the cusp of escaping poverty to ensure that they are not plunged back (or further) into poverty due to medical expenses.
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.