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      Income related inequality and influencing factors: a study for the incidence of catastrophic health expenditure in rural China

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          Abstract

          Background

          Catastrophic health expenditure (CHE) puts a heavy disease burden on patients’ families, aggravating income-related inequality. In an attempt to reduce the financial risks of rural families incurring CHE, China began the New Rural Cooperative Medical System (NCMS) on a trial basis in 2003 and has raised the reimbursement rates continuously since then. Based on statistical data about rural families in sample area of Jiangsu province, this study measures the incidence of CHE, analyzes socioeconomic inequality related to CHE, and explores the influences of the NCMS on the incidence of CHE.

          Methods

          Statistical data were acquired from two surveys about rural health care, one conducted in 2009 and one conducted in 2010. In 2009, 1424 rural families were analyzed; in 2010, 1796 rural families were analyzed. An index of CHE is created to enable the evaluation of the associated financial risks. The concentration index and concentration curve are used to measure the income-related inequality involved in CHE. Multiple logistic regression is utilized to explore the factors that influence the incidence of CHE.

          Results

          The incidence of CHE decreased from 13.62% in 2009 to 7.74% in 2010. The concentration index of CHE was changed from −0.298 (2009) to −0.323 (2010). Compared with rural families in which all members were covered by the NCMS, rural families in which some members were not covered by the NCMS had a lower incidence of CHE: The odds ratio is 0.65 with a 95% confidence interval of 0.43 to 1.00. For rural families in which all members were covered by the NCMS, the increase in reimbursement rates is correlated to the decline in the incidence of CHE if other influencing factors were controlled: The odds ratio is 0.48 with a 95% confidence interval of 0.36 to 0.64.

          Conclusions

          Between 2009 and 2010, the incidence rate of CHE in the sampled area decreased sharply, CHE was more concentrated among least wealthy and inequality increased during study period. As of 2010, the poorest rural families still had high risk of experiencing CHE. For rural families in which all members are covered by the NCMS, the rise in reimbursement rates reduces the probability of experiencing CHE.

          Electronic supplementary material

          The online version of this article (10.1186/s12889-017-4713-x) contains supplementary material, which is available to authorized users.

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          Most cited references23

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          Can insurance increase financial risk? The curious case of health insurance in China.

          We analyze the effect of insurance on the probability of an individual incurring 'high' annual health expenses using data from three household surveys. All come from China, a country where providers are paid fee-for-service according to a schedule that encourages the overprovision of high-tech care and who are only lightly regulated. We define annual spending as 'high' if it exceeds a threshold of local average income and as 'catastrophic' if it exceeds a threshold of the household's own per capita income. Our estimates allow for different thresholds and for the possible endogeneity of health insurance (we use instrumental variables and fixed effects). Our main results suggest that in all three surveys health insurance increases the risk of high and catastrophic spending. Further analysis suggests that this is due to insurance encouraging people to seek care when sick and to seek care from higher-level providers.
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            How does the New Cooperative Medical Scheme influence health service utilization? A study in two provinces in rural China

            Background Many countries are developing health financing mechanisms to pursue the goal of universal coverage. In China, a rural health insurance system entitled New Cooperative Medical Scheme (NCMS) is being developed since 2003. Although there is concern about whether the NCMS will influence the serious situation of inequity in health service utilization in rural China, there is only limited evidence available. This paper aims to assess the utilisation of outpatient and inpatient services among different income groups and provinces under NCMS in rural China. Methods Using multistage sampling processes, a cross-sectional household survey including 6,147 rural households and 22,636 individuals, was conducted in six counties in Shandong and Ningxia Provinces, China. Chi-square test, Poisson regression and log-linear regression were applied to analyze the association between NCMS and the utilization of outpatient and inpatient services and the length of stay for inpatients. Qualitative methods including individual interview and focus group discussion were applied to explain and complement the findings from the household survey. Results NCMS coverage was 95.9% in Shandong and 88.0% in Ningxia in 2006. NCMS membership had no significant association with outpatient service utilization regardless of income level and location. Inpatient service utilization has increased for the high income group under NCMS, but for the middle and low income, the change was not significant. Compared with non-members, NCMS members from Ningxia used inpatient services more frequently, while members from Shandong had a longer stay in hospital. High medical expenditure, low reimbursement rate and difference in NCMS policy design between regions were identified as the main reasons for the differences in health service utilization. Conclusions Outpatient service utilization has not significantly changed under NCMS. Although utilization of inpatient service in general has increased under NCMS, people with high income tend to benefit more than the low income group. While providing financial protection against catastrophic medical expenditure is the principal focus of NCMS, this study recommends that outpatient services should be incorporated in future NCMS policy development. NCMS policy should also be more equity oriented to achieve its policy goal.
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              Catastrophic health payments and health insurance: some counterintuitive evidence from one low-income country.

              The purpose of the study is to quantitatively analyze the role of health insurance in the determinants of catastrophic health payments in a low-income country setting. The study uses the most recent publicly available household level data from Zambia collected in 1998 containing detailed information on health care utilization and spending and on other key individual, household, and community factors. An econometric model is estimated by means of multivariate regression. The main results are counterintuitive in that health insurance is not found to provide financial protection against the risk of catastrophic payments; indeed, insurance is found to increase this risk. Reasons for the findings are discussed using additional available information focusing on the amount of care per illness episode and the type of care provided. The key conclusion is that the true impact of health insurance is an empirical issue depending on several key context factors, including quality assurance and service provision oversight.
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                Author and article information

                Contributors
                ghai1008@nju.edu.cn
                youhua@njmu.edu.cn
                Journal
                BMC Public Health
                BMC Public Health
                BMC Public Health
                BioMed Central (London )
                1471-2458
                20 September 2017
                20 September 2017
                2017
                : 17
                : 727
                Affiliations
                [1 ]ISNI 0000 0001 2314 964X, GRID grid.41156.37, Center for Health Policy and Management Studies, , Nanjing University, ; Nanjing, 210093 China
                [2 ]ISNI 0000 0000 9255 8984, GRID grid.89957.3a, School of Basic Medical Sciences, , Nanjing Medical University, ; Nanjing, 211166 China
                [3 ]ISNI 0000 0004 1769 3691, GRID grid.453135.5, Division of Cooperative Medical Scheme, Department of Primary Health, , National Health and Family Planning Commission of People’s Republic of China, ; Beijing, 100044 China
                [4 ]ISNI 0000 0000 9255 8984, GRID grid.89957.3a, Department of Social Medicine and Health Education, , School of Public Health, Nanjing Medical University, ; Nanjing, 211166 China
                Article
                4713
                10.1186/s12889-017-4713-x
                5607576
                28931392
                182112db-79be-42b1-926a-55dbcbb86a86
                © The Author(s). 2017

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 4 November 2016
                : 5 September 2017
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100001809, National Natural Science Foundation of China;
                Award ID: 71573118
                Award Recipient :
                Funded by: Priority Academic Program Development of Jiangsu Higher Education Institutions
                Award ID: none
                Award Recipient :
                Funded by: Top-notch Academic Programs Project of Jiangsu Higher Education Institutions
                Award ID: PPZY2015A067
                Award Recipient :
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2017

                Public health
                catastrophic health care expenditure,income related inequality,concentration index,new rural cooperative medical scheme,reimbursement,out-of-pocket expenditures

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