ArticleFrontiers in public health2024
Income inequality and healthcare utilization of the older adults-based on a study in three provinces and six cities in China.
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 7 papers.
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Who cites it
7 citing papers in PubMed.
- Health status of poor, older urban adults compared with key health indicators from the 2023 Korea National Health and Nutrition Examination Survey in the Republic of Korea: a cross-sectional comparative study.Journal of Korean biological nursing science · 2026Article
- Strengthening primary care gatekeeping for healthy aging in China: family doctor contract service and multidimensional health outcomes among older adults.Frontiers in public health · 2026Article
- Chronic Illnesses: Varied Health Patterns and Mental Health Challenges.Healthcare (Basel, Switzerland) · 2025Article
- The analysis of factors influencing patient choice of healthcare providers between tertiary hospitals and community clinics.Frontiers in public health · 2025Article
- Analysis of distribution equilibrium and influencing factors for older adult meal service facilities in mainland China.Frontiers in public health · 2025Article
- Can household clean energy transition reduce medical expenditures? Evidence from China.Frontiers in public health · 2025Article
- Social and Behavioral Determinants of Healthcare-Seeking and Satisfaction Among Rural Adults in Bangladesh: A Propensity Score Analysis.Inquiry : a journal of medical care organization, provision and financingArticle
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Authors and funding
4 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Purpose: The objective of this study is to gain a more nuanced understanding of the specific impact of income inequality on the utilization of healthcare services for older adults. Additionally, the study aims to elucidate the moderating and mediating roles of public transfer income and psychological health in this context. Methods: A systematic examination of the impact of income inequality on healthcare utilization among older adults was conducted through field questionnaire surveys in six cities across three major geographical regions (West, Central, and East). The analysis employed baseline regression, as well as mediating and moderating effect tests. Results: First, there is a negative relationship between income inequality and the use of therapeutic healthcare services (β Conclusion: The study clearly demonstrates a significant negative correlation between income inequality and the utilization of healthcare services by older adults. Furthermore, the study reveals that this relationship is particularly pronounced among older adults in low- and medium-income and Western regions. This detailed analysis of regional and income level heterogeneity is of particular value in this field of research. Secondly, this study attempts to integrate the two pivotal dimensions of public transfer income and psychological state for the first time, elucidating their moderating and mediating roles in this relationship. The findings indicate that public transfer income serves as a moderating factor, exerting a notable "reordering effect" on income inequality and resulting in a "deprivation effect." Such factors may impede the utilization of medical services, potentially influencing the psychological state of older adults.
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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 Socratic graph.