ArticlePloS one2014
Identifying determinants of socioeconomic inequality in health service utilization among patients with chronic non-communicable diseases in China.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 2 of them syntheses that pooled it.
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Who cites it
48 citing papers in PubMed, 2 syntheses or guidelines pooled it, 102 citations in OpenAlex.
- Equitable utilization of non-communicable disease services in low- and middle-income countries; associated factors and intervention effects: a systematic review and meta-analysis.BMC health services research · 2026Pooled it
- Inequalities in Older age and Primary Health Care Utilization in Low- and Middle-Income Countries: A Systematic Review.International journal of health services : planning, administration, evaluation · 2022Pooled it
- Association between social participation and medical care utilization among rural older adults in China: a longitudinal study based on the CLHLS (2011-2018).BMC geriatrics · 2025Article
- What are the key factors contributing to the inequity in healthcare resource allocation? Evidence from China's health panel data from 2009 to 2021.Frontiers in public health · 2025Article
- Analysis on equity of health service utilization and influencing factors in patients with hypertension in China: a longitudinal study.BMC health services research · 2024Article
- Inequalities in health care use among patients with arthritis in China: using Andersen's Behavioral Model.Cost effectiveness and resource allocation : C/E · 2024Article
- Article
- Analysis of health service utilization and influencing factors due to COVID-19 in Beijing: a large cross-sectional survey.Health research policy and systems · 2024Article
- Article
- Identifying determinants of spatial agglomeration of healthcare resources by using spatial econometric methods: a longitudinal study in China.Frontiers in public health · 2024Article
- Article
- Associations between social support and poverty among older adults.BMC geriatrics · 2023Article
- Horizontal inequity trends of health care utilization in rural China after the medicine and healthcare system reform: based on longitudinal data from 2010 to 2018.International journal for equity in health · 2023Article
- Household financial burden associated with healthcare for older people in Viet Nam: a cross-sectional survey.Health research policy and systems · 2022Article
- Inequity in the healthcare utilization among latent classes of elderly people with chronic diseases and decomposition analysis in China.BMC geriatrics · 2022Article
- Research on the Equity and Influencing Factors of Medical and Health Resources Allocation in the Context of COVID-19: A Case of Taiyuan, China.Healthcare (Basel, Switzerland) · 2022Article
- The comparison of catastrophic health expenditure and its inequality between urban and rural households in China.Health economics review · 2022Article
- Trends in disparities in healthcare utilisation between and within health insurances in China between 2008 and 2018: a repeated cross-sectional study.International journal for equity in health · 2022Article
- Socioeconomic inequality in health care use among cancer patients in China: Evidence from the China health and retirement longitudinal study.Frontiers in public health · 2022Article
- Inequity in Health Services Utilization in Economically Underdeveloped Regions of Northeast China.Frontiers in public health · 2022Article
Corrections and comments
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Authors and funding
12 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPeople with chronic non-communicable diseases (NCD) are particularly vulnerable to socioeconomic inequality due to their long-term expensive health needs. This study aimed to assess socioeconomic-related inequality in health service utilization among NCD patients in China and to analyze factors associated with this disparity.
methodsData were taken from the 2008 Chinese National Health Survey, in which a multiple stage stratified random sampling method was employed to survey 56,456 households. We analyzed the distribution of actual use, need-expected use, and need-standardized usage of outpatient services (over a two-week period) and inpatient services (over one-year) across different income groups in 27,233 adult respondents who reported as having a NCD. We used a concentration index to measure inequality in the distribution of health services, which was expressed as HI (Horizontal Inequity Index) for need-standardized use of services. A non-linear probit regression model was employed to detect inequality across socio-economic groups.
resultsPro-rich inequity in health services among NCD patients was more substantial than the average population. A higher degree of pro-rich inequity (HI = 0.253) was found in inpatient services compared to outpatient services (HI = 0.089). Despite a greater need for health services amongst those of lower socio-economic status, their actual use is much less than their more affluent counterparts. Health service underuse by the poor and overuse by the affluent are evident. Household income disparity was the greatest inequality factor in NCD service use for both outpatients (71.3%) and inpatients (108%), more so than health insurance policies. Some medical insurance schemes, such as the MIUE, actually made a pro-rich contribution to health service inequality (16.1% for outpatient and 12.1% for inpatient).
conclusionsInequality in health services amongst NCD patients in China remains largely determined by patient financial capability. The current insurance schemes are insufficient to address this inequity. A comprehensive social policy that encompasses a more progressive taxation package and redistribution of social capital as well as pro-poor welfare is needed.
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