ArticleFrontiers in public health2022
Poverty Vulnerability and Health Risk Action Path of Families of Rural Elderly With Chronic Diseases: Empirical Analysis of 1,852 Families in Central and Western China.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 31 citations in OpenAlex.
- Who benefits more from an improved social health insurance? Evidence from supplementary high-cost illness insurance in China.BMC health services research · 2026Article
- Article
- Resource endowment, medical services utilization and health poverty vulnerability: evidence from middle-aged and older households in rural western China.Frontiers in public health · 2026Article
- Determinants of health poverty vulnerability of rural households in Jiangxi Province, China: an analysis based on risk theory.BMC public health · 2025Article
- Depressive trajectories and their associations with chronic diseases among older adults: a national longitudinal cohort study from China.BMC geriatrics · 2025Article
- The construction of an evaluation index system for the health vulnerability of frail and vulnerable older persons in nursing homes: a Delphi study.BMC public health · 2025Article
- Health shocks and households' vulnerability to poverty in Nigeria: a quasi-experimental analysis.Health economics review · 2025Article
- Impact of health shocks on social capital: How long will it persist?SSM - population health · 2025Article
- Analysis of the role of medical insurance in the "Health shocks-consumption upgrading" model: evidence from China.Health economics review · 2025Article
- Spatiotemporal inequality and financial toxicity of leukemia in post-poverty China: a national analysis of 832 counties (2019-2024).Frontiers in public health · 2025Article
- The impact of health shocks on poverty vulnerability: evidence from rural households in China.Frontiers in public health · 2025Article
- Identification and analysis of influencing factors of multidimensional health poverty in rural areas of Northwest China.Scientific reports · 2024Article
- Community-dwelling older adults' perspectives on health risks: a qualitative study exploring anxieties, priorities, and expectations in ageing.BMC public health · 2024Article
- Determinants of health poverty vulnerability in rural areas of Western China in the post-poverty relief era: an analysis based on the Anderson behavioral model.BMC public health · 2024Article
- Analysis of medical impoverishment and its influencing factors among China's rural near-poor, 2016-2020.Frontiers in public health · 2024Article
- Medical insurance, vulnerability to poverty, and wealth inequality.Frontiers in public health · 2024Article
- Exploring disease interrelationships in older inpatients: a single-centre, retrospective study.Frontiers in public health · 2023Article
- The Effect of the "Triple-Layer Medical Security" Policy on the Vulnerability as Expected Poverty of Rural Households: Evidence from Yunnan Province, China.International journal of environmental research and public health · 2022Article
- Examining Poverty Reduction of Poverty-Stricken Farmer Households under Different Development Goals: A Multiobjective Spatio-Temporal Evolution Analysis Method.International journal of environmental research and public health · 2022Article
- Can Mobile Payment Increase Household Income and Mitigate the Lower Income Condition Caused by Health Risks? Evidence from Rural China.International journal of environmental research and public health · 2022Article
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Authors and funding
5 authors at 1 institution in 1 country.
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Abstract
Health poverty has become the most important cause of poverty and return to poverty. Understanding the health risk factors and action paths of poverty in families of rural elderly with chronic diseases is important to alleviate return to poverty because of illness. This study selected families with at least one elderly member (over 60 years old) with chronic diseases (sample size was 1,852 families) in two provinces and four counties in central and western China. The three-stage feasible generalized least square method was adopted, and the appropriate poverty line standard was selected to measure the poverty vulnerability index. A poverty vulnerability index ≥50% was considered to indicate vulnerability. The poverty vulnerability index and actual income status were combined to classify the samples. A structural equation model was established to explore the path of each health risk factor on the entire sample and various types of poverty vulnerabilities. The mean poverty vulnerability of 1,852 families was 0.5974 ± 0.25213, and among which, 1,170 households had a poverty vulnerability value ≥0.5, accounting for 63.17% of the entire sample. The incidence of poverty was higher among people with low vulnerability to poverty. Health shock was the direct cause of poverty for people with potential and avoidance poverty. The mediating roles of family and community significantly differed in various types of poverty vulnerability. The social and economic environment in rural areas should be enhanced in a diversified manner, and the income-generating ability of rural households should be improved based on actual local conditions. Moreover, the prevention and control of poverty vulnerabilities should be diversified and targeted. Policies implemented should be based on people and localities, the causes of poverty and returning to poverty, and the types of poverty vulnerabilities. The use efficiency of medical insurance should be further improved, and the responsibility of medical insurance targeted poverty alleviation must be clarified.
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