ArticleFrontiers in public health2024
Impact of health shocks on household consumption structure.
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 8 papers.
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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.
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Who cites it
8 citing papers in PubMed.
- Associations between hospital admission frequency and household financial outcomes in Korea.International journal for equity in health · 2026Article
- High medical costs and resource shortages constrain rural happiness more than physical access in rural China.Frontiers in public health · 2026Article
- Article
- Impact of multimorbidity on household expenditure in China: evidence from the China health and retirement longitudinal study.BMC public health · 2025Article
- Impact of health shocks on social capital: How long will it persist?SSM - population health · 2025Article
- Research on the impact of coupling and coordination of rural consumption power system on the consumption of rural residents in China.PloS one · 2025Article
- The impact of healthcare system quality and economic factors on the older adult population: a health economics perspective.Frontiers in public health · 2024Article
- Impact of Healthcare Financial Stress on Residents' Subjective Well-Being: Health Status and Household Disposable Income as Mediators.Inquiry : a journal of medical care organization, provision and financingArticle
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Authors and funding
2 authors.
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Abstract
Introduction: In the aftermath of the pandemic, the impact of health shocks on household expenditure patterns has become a critical area of focus due to the heightened uncertainty surrounding consumers' expectations. Household medical expenditures have emerged as a key factor in the evolving consumption structure. Method: This research developed a practical framework to assess the influence of health shocks on family spending patterns, focusing on health shortfalls. Health emergencies were measured through randomized medical spending. Data was sourced from the 2010-2018 Wave 5 Statistical Report of the China Family Panel Studies (CFPS), which included a total of 25,809 participants. Results: The findings revealed that health shocks significantly increased the proportion of household spending on medical expenses. Concurrently, sub-expenditures such as food and education were reduced to varying degrees as households adjusted their consumption patterns to mitigate the impact of health shocks. The effects of these shocks were more pronounced in low-income households and those with health insurance. Discussions: The government should take steps to promote public health, reduce the burden of medical expenses resulting from health shocks, and unlock the consumption potential. Additionally, efforts should be made to boost economic growth and systematically upgrade household consumption patterns to effectively cushion the impact of health shocks.
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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.