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Yang X, Lin C, Qin J, Zhang Y, Zhang L. Analysis on equity of health service utilization and influencing factors in patients with hypertension in China: a longitudinal study. BMC Health Serv Res 2024; 24:1644. [PMID: 39716138 DOI: 10.1186/s12913-024-11839-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 10/25/2024] [Indexed: 12/25/2024] Open
Abstract
BACKGROUND Hypertension has become a major public health and social problem endangering the health of Chinese residents, and has brought a large economic burden of diseases to families and even the whole society. Promoting the equity of health service utilization for patients with hypertension is of great significance for reducing the occurrence of cardiovascular and cerebrovascular diseases and reducing the economic burden of patients with hypertension. This study aims to analyze the equity and change of outpatient and inpatient service utilization in patients with hypertension, and to explore its influencing factors. METHODS Using the data of Household Health Interview Survey from 34 key points of contact for comprehensive healthcare reform in 17 provinces in 2014 and 2016, the equity and change of outpatient and inpatient service utilization of patients with hypertension were analyzed by concentration index, and the contribution degree of each influencing factor to utilization inequality was analyzed by decomposition of concentration index. RESULTS In 2014 and 2016, the standardized concentration index of two-week visits of hypertension patients was 0.0217 and 0.0141, respectively, indicating that the utilization of outpatient services was basically equitable. The standardized concentration index of times of hospitalization was 0.1593 and 0.1364, and the standardized concentration index of hospital length of stay was 0.1517 and 0.1369, respectively. The rich groups utilized more hospitalization services. Compared with 2014, the concentration index of outpatient and inpatient service utilization of patients with hypertension decreased in 2016, indicating that the inequity of outpatient and inpatient service utilization has further improved. The level of family income was the primary factor affecting the inequality of hospitalization utilization. CONCLUSIONS The utilization of outpatient services in patients with hypertension was basically equitable; however, wealthier groups had greater utilization of inpatient services. Overall, the degree of inequity has been reduced. Family economic status was the main factor affecting inequality in utilization of medical services. To achieve common prosperity was the most fundamental measure to improve the inequitable utilization of hospitalization services. At this stage, we should improve the medical assistance system and increase the assistance to vulnerable groups, such as the low-income groups.
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Affiliation(s)
- Xiaoqian Yang
- Department of Medical Affairs, Children's Hospital Affiliated to Capital Institute of Pediatrics, Beijing, China
| | - Chunmei Lin
- Department of Health Development Strategy and Health System Research, China National Health Development Research Center, Beijing, China.
- China Health Economics Association, Beijing, China.
| | - Jiangmei Qin
- Department of Health Development Strategy and Health System Research, China National Health Development Research Center, Beijing, China.
- China Health Economics Association, Beijing, China.
| | - Yanchun Zhang
- Department of Health Development Strategy and Health System Research, China National Health Development Research Center, Beijing, China
- China Health Economics Association, Beijing, China
| | - Lifang Zhang
- Department of Health Development Strategy and Health System Research, China National Health Development Research Center, Beijing, China
- China Health Economics Association, Beijing, China
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Jin S, Fa R, Wu J, Lin J, Zhang S, Ali M, Chen S, Qian D. Inequalities changes in health services utilization among middle-aged and older adult disabled people in China: based on CHARLS 2011-2018. Front Public Health 2024; 12:1434106. [PMID: 39411495 PMCID: PMC11473294 DOI: 10.3389/fpubh.2024.1434106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 09/16/2024] [Indexed: 10/19/2024] Open
Abstract
Background Multiple intersections, including socioeconomic inequalities, influence health equity for disabled people and sub-populations. However, this association has not been sufficiently analyzed among Chinese-impaired persons. This study aimed to investigate the health services utilization and inequalities in middle and older adult persons with disabilities and subgroups. Methods The China Health and Retirement Longitudinal Study (CHARLS) database in 2011, 2013, 2015, and 2018 were used. Health services utilization was measured by outpatient, inpatient, and self-treatment service utilization. Types of disabilities were classified into six categories. The pooled cross-section regression, concentration index, horizontal inequity index, and concentration index decomposition were used to evaluate inequalities and explore their main contributing factor. Results The utilization and non-utilization of healthcare services showed variations across years (p < 0.05). The CIs and HIs for inpatient health service utilization were positive for all years and disability types. The total CIs of inpatient utilization were the highest (0.248). The highest disparities in utilization of inpatient services were for physical disabilities (0.4515 for CI in 2011), and the highest in self-treatment services were for intellectual disability (0.1538 for CI in 2011). The expenditure factor was the main contributor to inequalities. Chronic disease, educational level, and health insurance factors also contribute to the utilization inequalities. Conclusion Policies should promote medical insurance and assistance for disabled people with serious impairment and poor. It is crucial to improve the provision of basic medical services, including meeting the demand for varied disabilities and the accessibility of facilities and equipment to enhance the access and well-being of people with disabilities.
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Affiliation(s)
- Shengxuan Jin
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
- School of Public Health, Southeast University, Nanjing, Jiangsu, China
| | - Ruobing Fa
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jiaqi Wu
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jiawei Lin
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Shuyuan Zhang
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Majid Ali
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Shaofan Chen
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Dongfu Qian
- Jiangsu Provincial Institute of Health, Nanjing Medical University, Nanjing, Jiangsu, China
- Center for Global Health, Nanjing Medical University, Nanjing, Jiangsu, China
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Cai S, Pei Q, Wang X, Qian D. Inequity in the utilization of the home and community integrated healthcare and daily care services in older adults with limited mobility in China. BMC Geriatr 2024; 24:744. [PMID: 39244526 PMCID: PMC11380780 DOI: 10.1186/s12877-024-05328-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/23/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND This study aimed to analyze the needs and utilization of the home and community integrated healthcare and daily care services ("home and community care services" for short) among older adults in China and to investigate the inequity in services utilization. METHODS Cross-sectional data were obtained from the 2018 China Health and Retirement Longitudinal Study. Needs and utilization rates of the home and community care services in older adults of 60 years old and above were analyzed. Binary logistic regression analysis was performed to explore the factors associated with services utilization among older adults with limited mobility. Concentration index, horizontal inequity index, and Theil index were used to analyze inequity in services utilization. Decomposition analyses of inequity indices were conducted to explain the contribution of different factors to the observed inequity. RESULTS About 32.6% of older adults aged 60 years old and above had limited mobility in China in 2018, but only 18.5% of them used the home and community care services. Among the single service utilization, the highest using rate (15.5%) was from regular physical examination. Limited mobility, age group, income level, region, self-assessed health, and depression were statistically significant factors associated with utilization of any one type of the services. Concentration indices of any one type service utilization and regular physical examination utilization were both above 0.1, and the contribution of income to inequity were both over 60%. Intraregional factor contributed to about 90% inequity of utilizing any one type service, regular physical examination and onsite visit. CONCLUSIONS This current study showed that older adults with needs of home and community care services underused the services. Pro-rich inequities in services utilization were identified and income was the largest source of inequity. The difference of the home and community care service utilization was great among provinces but minor across regions. Policies to optimize resources allocation related to the home and community care services are needed to better satisfy the needs of older adults with limited mobility, especially in the low-income group and the central region.
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Affiliation(s)
- Siyu Cai
- School of Health Policy and Management, Nanjing Medical University, No. 101 Longmian Avenue, Nanjing, 211166, Jiangsu Province, China
| | - Qixiao Pei
- School of Nursing, Nanjing Medical University, No.101 Longmian Avenue, Nanjing, 211166, Jiangsu Province, China
| | - Xuanxuan Wang
- School of Health Policy and Management, Nanjing Medical University, No. 101 Longmian Avenue, Nanjing, 211166, Jiangsu Province, China.
- Jiangsu Provincial Institute of Health, Nanjing Medical University, No.101 Longmian Avenue, Nanjing, 211166, Jiangsu Province, China.
| | - Dongfu Qian
- School of Health Policy and Management, Nanjing Medical University, No. 101 Longmian Avenue, Nanjing, 211166, Jiangsu Province, China.
- Jiangsu Provincial Institute of Health, Nanjing Medical University, No.101 Longmian Avenue, Nanjing, 211166, Jiangsu Province, China.
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Su M, Zhang T, Zhang W, Li Z, Fan X. Decomposition analysis on the equity of health examination utilization for the middle-aged and elderly people in China: based on longitudinal CHARLS data from 2011 to 2018. BMC Public Health 2024; 24:998. [PMID: 38600464 PMCID: PMC11312603 DOI: 10.1186/s12889-024-18068-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 02/12/2024] [Indexed: 04/12/2024] Open
Abstract
BACKGROUND This study aimed to investigate the utilization rate and equity of health examination service among the middle-aged and elderly population in China from 2011 to 2018. The contribution of various determinants to the inequity in health examination service utilization was also examined. METHODS Data from the China Health and Retirement Longitudinal Survey (CHARLS) were analyzed to assess the health examination service utilization rate among the middle-aged and elderly population. A concentration curve and concentration index were employed to measure the equity of health examination service utilization and decomposed into its determining factors. Horizontal inequity index was applied to evaluate the trends in equity of health examination service. RESULTS The health examination service utilization rates among the middle-aged and elderly population were 29.45%, 20.69%, 25.40%, and 32.05% in 2011, 2013, 2015, and 2018, respectively. The concentration indexes for health examination service utilization were 0.0080 (95% CI: - 0.0084, 0.0244), 0.0155 (95% CI: - 0.0054, 0.0363), 0.0095 (95% CI: - 0.0088, 0.0277), and - 0.0100 (95% CI: - 0.0254, 0.0054) from 2011 to 2018, respectively. The horizontal inequity index was positive from 2011 to 2018, evidencing a pro-rich inequity trend. Age, residence, education, region, and economic status were the major identified contributors influencing the equity of health examination service utilization. CONCLUSIONS A pro-rich inequity existed in health examination service utilization among the middle-aged and elderly population in China. Reducing the wealth and regional gap, providing equal educational opportunities, and strengthening the capacity for chronic disease prevention and control are crucial for reducing the inequity in health examination service utilization.
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Affiliation(s)
- Min Su
- School of Public Administration, Inner Mongolia University, Yuquan District, Zhaojun Road, Hohhot, 010070, Inner Mongolia, China
| | - Tianjiao Zhang
- School of Public Administration, Inner Mongolia University, Yuquan District, Zhaojun Road, Hohhot, 010070, Inner Mongolia, China
| | - Weile Zhang
- School of Public Administration, Inner Mongolia University, Yuquan District, Zhaojun Road, Hohhot, 010070, Inner Mongolia, China.
| | - Zhengrong Li
- School of Public Administration, Inner Mongolia University, Yuquan District, Zhaojun Road, Hohhot, 010070, Inner Mongolia, China
| | - Xiaojing Fan
- School of Public Policy and Administration, Xi'an Jiaotong University, No. 28 Xianning West Road, Xi'an, 710049, Shaanxi, China
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Xu J, Zhang T, Zhang H, Deng F, Shi Q, Liu J, Chen F, He J, Wu Q, Kang Z, Tian G. What influences the public's willingness to report health insurance fraud in familiar or unfamiliar healthcare settings? a cross-sectional study of the young and middle-aged people in China. BMC Public Health 2024; 24:24. [PMID: 38166821 PMCID: PMC10763160 DOI: 10.1186/s12889-023-17581-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 12/26/2023] [Indexed: 01/05/2024] Open
Abstract
INTRODUCTION Young and middle-aged people are important participants in the fight against health insurance fraud. The study aims to investigate the differences in their willingness to report health insurance fraud and the factors influencing it when it occurs in familiar or unfamiliar healthcare settings. METHODS Data were obtained from a validated questionnaire from 828 young and middle-aged people. McNemar's test was used to compare the public's willingness to report under the two scenarios. Chi-square tests and multiple logistic regression analysis were used to analyze the determinants of individuals' willingness to report health insurance fraud in different scenarios. RESULTS Young and middle-aged people were more likely to report health insurance fraud in a familiar healthcare setting than in an unfamiliar one (McNemar's χ²=26.51, P < 0.05). Their sense of responsibility for maintaining the security of the health insurance fund, the government's openness about fraud cases, and the perception of their ability to report had significant positive effects on the public's willingness to report in both settings (P < 0.05). In a familiar healthcare setting, the more satisfied the public is with government measures to protect whistleblowers, the more likely they are to report (OR = 1.44, P = 0.025). Those who perceive the consequences of health insurance fraud to be serious are more likely to report than those who perceive the consequences to be less serious (OR = 1.61, P = 0.042). CONCLUSION Individuals are more likely to report health insurance fraud in familiar healthcare settings than in unfamiliar ones, in which their awareness of the severity of the consequences of health insurance fraud and their perceived risk after reporting it play an important role. The government's publicizing of fraud cases and enhancing the public's sense of responsibility and ability to maintain the safety of the health insurance fund may be a way to increase their willingness to report, regardless of whether they are familiar with the healthcare setting or not.
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Affiliation(s)
- Jinpeng Xu
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Ting Zhang
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Hongyu Zhang
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Fangmin Deng
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Qi Shi
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Jian Liu
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Fangting Chen
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Jingran He
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Qunhong Wu
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Zheng Kang
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Guomei Tian
- Department of Nuclear Medicine, The Fourth Hospital of Harbin Medical University, Harbin, Heilongjiang, China
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Zhang T, Su M, Li D, Zhang W, Yang F, Li W. Equity in health service utilisation among middle-aged and elderly people with multiple chronic conditions in China: evidence from longitudinal data of 2011-2018 CHARLS. BMJ Open 2023; 13:e072320. [PMID: 37816559 PMCID: PMC10565265 DOI: 10.1136/bmjopen-2023-072320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 09/04/2023] [Indexed: 10/12/2023] Open
Abstract
OBJECTIVES Equity in health service utilisation is a central objective for health systems. Middle-aged and elderly patients with multiple chronic conditions (MCCs) are particularly vulnerable to healthcare inequity. This study aimed to update the information on the trends in the incidence and equity of outpatient health service utilisation (OHSU) and inpatient health service utilisation (IHSU) for middle-aged and elderly MCCs patients in China, identify socioeconomic determinants that may contribute to inequity, and suggest optimisation strategies to mitigate this disparity. METHODS Panel data obtained from four waves of the China Health and Retirement Longitudinal Study (CHARLS) were used to determine the trends in OHSU and IHSU. The inequity in OHSU and IHSU was measured by the Concentration Index (CI) and Horizontal Inequity Index (HI), which is a valid measure of health service utilisation equity. The decomposition model of the CI was set up to explore the contribution of various determinants of overall equity. RESULTS The annual rate of OHSU gradually decreased from 29.32% in 2011 to 27.27% in 2018. The HI remained positive and decreased from 0.0803 in 2011 to 0.0662 in 2018, indicating the existence of pro-rich inequity. The annual rate of IHSU gradually increased from 13.31% in 2011 to 19.89% in 2018. The HI remained positive and showed a declining trend from 0.2363 in 2011 to 0.0574 in 2018, evidencing pro-rich inequity; however, a trend towards the easing of inequity was observed. CONCLUSIONS Pro-rich inequity was present in both OHSU and IHSU among middle-aged and elderly MCCs patients in China. Economic status, area, education and age were the main contributors to pro-rich inequity. Concerted efforts are needed to allocate resources for mitigating health service utilisation inequity in middle-aged and elderly people with MCCs.
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Affiliation(s)
- Tianjiao Zhang
- School of Public Administration, Inner Mongolia University, Hohhot, China
| | - Min Su
- School of Public Administration, Inner Mongolia University, Hohhot, China
| | - Dongxu Li
- School of Public Administration, Inner Mongolia University, Hohhot, China
| | - Weile Zhang
- School of Public Administration, Inner Mongolia University, Hohhot, China
| | - Fan Yang
- School of Public Administration, Inner Mongolia University, Hohhot, China
| | - Wenhui Li
- School of Public Administration, Inner Mongolia University, Hohhot, China
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Zhuoga C, Cuomu Z, Li S, Dou L, Li C, Dawa Z. Income-related equity in inpatient care utilization and unmet needs between 2013 and 2018 in Tibet, China. Int J Equity Health 2023; 22:85. [PMID: 37165400 PMCID: PMC10173530 DOI: 10.1186/s12939-023-01889-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 04/08/2023] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Providing equitable access to health care for all populations is an important sustainable development goal. China has made significant progress in achieving equity in healthcare utilization. However, research on equity in healthcare utilization in Tibet is sparse. This study aims to evaluate changes in income-related inequity in inpatient care utilization and unmet needs between 2013 and 2018 among the Tibetan population and identify the inequity source. METHODS Data for this cross-sectional study were obtained from the fifth and sixth waves of the National Health Services Survey in 2013 and 2018. After excluding observations with missing values for key variables, 11,092 and 10,397 respondents were included in this study, respectively. The outcome variables of interest were inpatient service utilization and unmet hospitalization needs. The concentration index and horizontal inequity index (HI) were used to assess income-related inequity. Non-linear decompositions were performed to identify the main contributors to inequity. In the decomposition method, need variables included sex, age, chronic diseases, and the EuroQol-Visual Analog Scale; non-need variables consisted of income, education, employment status, marital status, and health insurance schemes. RESULTS The probability of inpatient care utilization increased from 6.40% in 2013 to 8.50% in 2018. The HI for inpatient care utilization was 0.19 (P < 0.001) in 2013, whereas it decreased to 0.07 (P < 0.001) in 2018. The contribution of income to inequity in inpatient care utilization decreased from 87.09% in 2013 to 59.79% in 2018. As for unmet inpatient care needs, although its probability increased from 0.76 to 1.48%, the percentage of reasons for financial hardship decreased from 47.62 to 28.57%. The HI for unmet hospitalization need was - 0.07 in 2013 and - 0.05 in 2018, and neither was statistically significant. The New Rural Cooperative Medical Scheme made majority contributions to promote equity in unmet hospitalization need. Moreover, the female respondents reporting low EuroQol-Visual Analog Scale scores and patients with chronic disease were not only more likely to seek for inpatient care, but also have more unmet need than the reference groups. CONCLUSIONS The inequity in inpatient care utilization in Tibet narrowed from 2013 to 2018, and there was no inequity in unmet hospitalization needs in 2013 and 2018. Income and the New Rural Cooperative Medical Scheme are the main drivers of equity promotion. To promote access to inpatient care utilization and decrease the probability of unmet hospitalization need in future, policymakers should target high-need residents in Tibet to improve accessibility, availability, and acceptability.
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Affiliation(s)
- Cidan Zhuoga
- Medical College of Tibet University, Lhasa, 850000, China
- Center of Tibetan Studies (Everest Research Institute), Tibet University, Lhasa, 850000, China
| | - Zhaxi Cuomu
- Medical College of Tibet University, Lhasa, 850000, China
- Center of Tibetan Studies (Everest Research Institute), Tibet University, Lhasa, 850000, China
| | - Shunping Li
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
- NHC Key Lab of Health Economics and Policy Research, Shandong University, Jinan, 250012, China
- Center for Health Preference Research, Shandong University, Jinan, 250012, China
| | - Lei Dou
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
- NHC Key Lab of Health Economics and Policy Research, Shandong University, Jinan, 250012, China
- Center for Health Preference Research, Shandong University, Jinan, 250012, China
| | - Chaofan Li
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.
- NHC Key Lab of Health Economics and Policy Research, Shandong University, Jinan, 250012, China.
- Center for Health Preference Research, Shandong University, Jinan, 250012, China.
| | - Zhaxi Dawa
- Medical College of Tibet University, Lhasa, 850000, China.
- Center of Tibetan Studies (Everest Research Institute), Tibet University, Lhasa, 850000, China.
- High Altitude Health Science Research Center, Tibet University, Lhasa, 850000, China.
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Huang J, Li X, Zhang Y, Zhai S, Wang W, Zhang T, Yin F, Ma Y. Socio-demographic characteristics and inequality in exposure to PM 2.5: A case study in the Sichuan basin, China. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 316:120630. [PMID: 36375581 DOI: 10.1016/j.envpol.2022.120630] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 11/07/2022] [Accepted: 11/07/2022] [Indexed: 06/16/2023]
Abstract
The Chengyu Metropolitan Area (CYMA), located in the Sichuan Basin, is an unevenly developed region with high PM2.5 concentrations and a population of approximately 100 million. Although exposure inequality in air pollution has received increasing concern, no related research has been carried out in the CYMA to date. In this work, we used the concentration index to assess inequality of PM2.5 population-weighted exposure in the CYMA among different subgroups, including age, education, gender, occupation and GDP per capita in the city of residence. Our findings revealed that the non-disadvantaged subgroups (people aged 15-64, people with senior and higher education, people with high-income occupations and residents of cities with high GDP per capita) had a higher PM2.5 exposure in the CYMA, with the concentration indices of -0.03 (95% CI: 0.064, -0.001), -0.14 (95% CI: 0.221, -0.059), -0.15 (95% CI: 0.238, -0.056) and -0.27 (95% CI: 0.556, 0.012), opposite to previous studies in developed countries such as the United States and France. In addition, exposure differences among cities were much larger than those among populations in the CYMA. These findings may benefit the government in identifying disproportionately exposed subgroups in developing regions, and suggest that related measures should initially be carried out for cities exposed to high PM2.5 concentrations rather than for populations exposed to high PM2.5 concentrations.
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Affiliation(s)
- Jingfei Huang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xuelin Li
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yi Zhang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Siwei Zhai
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wei Wang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Tao Zhang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China; Institute of Systems Epidemiology, West China School of Public Health and West China Fourth Hospital, Sichuan University, China
| | - Fei Yin
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yue Ma
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China; Institute of Systems Epidemiology, West China School of Public Health and West China Fourth Hospital, Sichuan University, China.
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Jin S, Sun Y, Tao J, Tian L, Lin J, Qian D. Medical expenditure and its inequity for people with disabilities: Evidence from the CHARLS 2018 data. Front Public Health 2022; 10:977150. [PMID: 36249237 PMCID: PMC9558895 DOI: 10.3389/fpubh.2022.977150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 09/12/2022] [Indexed: 01/25/2023] Open
Abstract
Introduction Disabilities may raise heavy medical expenses and rich-poor inequalities. However, data is lacking for the Chinese older populations. This study aimed to measure socioeconomic inequalities in medical expenses amongst the Chinese adult 45 years or older, and explored the main determinants among different disability categories. Method Data from the 2018 China Health and Retirement Longitudinal Study (CHARLS) were used. Disabilities were divided into five categories: physical disabilities, intellectual disability, vision problems, hearing problems, and multiple disabilities. The two-part model was employed to identify the factors that are associated with medical expenditures. Socioeconomic inequalities were measured by the concentration index (CI), and the horizontal inequity index (HI) which adjusts for health needs. Decomposition analysis was further applied to evaluate the contribution of each determinant. Results Two thousand four hundred nineteen people were included in this study. The CIs and HIs of the expenditure were both positive. Amongst the varied types of medical expenses, the highest CIs were found for self-treatment expenses (0.0262). Amongst the five categories of disabilities, the group with vision problem disability reported the highest CIs and HIs for outpatient expenses (CI = 0.0843, HI = 0.0751), self-treatment expenses (CI = 0.0958, HI = 0.1119), and total expenses (CI = 0.0622, HI = 0.0541). The group of intellectual disability reported the highest CI and HI (CI = 0.0707, HI = 0.0625). The decomposition analysis showed that income (80.32%), education (25.14%) and living in the rural areas (13.96%) were the main determinants of medical expenses for HI amongst all types of disabilities. Conclusion For five types of disabilities, our data shows that medical expenses concentrated in the richer groups in China. Income, education, and rural areas factors were the main contributors to the economic-related inequalities. Health policies to improve the affordability of medical care are needed to decrease inequity of medical expenditures for people with disabilities.
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Affiliation(s)
- Shengxuan Jin
- Institute of Healthy Jiangsu Development, Nanjing Medical University, Nanjing, China
| | - Ying Sun
- The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Jun Tao
- Institute of Healthy Jiangsu Development, Nanjing Medical University, Nanjing, China
| | - Lanlan Tian
- Institute of Healthy Jiangsu Development, Nanjing Medical University, Nanjing, China
| | - Jiawei Lin
- Institute of Healthy Jiangsu Development, Nanjing Medical University, Nanjing, China
| | - Dongfu Qian
- Institute of Healthy Jiangsu Development, Nanjing Medical University, Nanjing, China,Center for Global Health, Nanjing Medical University, Nanjing, China,*Correspondence: Dongfu Qian
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Bai R, Gao J, Dong W. Is Travel Time Associated with Health Service Utilization in Northwest China? Evidence from Shaanxi Province. Int J Gen Med 2022; 15:4949-4957. [PMID: 35592541 PMCID: PMC9113551 DOI: 10.2147/ijgm.s360582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 04/26/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Northwest China has a large area, low population density, and few health resources, which makes the utilization of health resources in this region difficult. The objective of this study was to assess utilization of health services and its association with travel time in Shaanxi Province. Patients and Methods Data were obtained from the fifth Household Health Service Survey of Shaanxi Province conducted in 2013. Binary logistic regression was used to assess the relationship between travel time and health service utilization, and negative binomial regression was conducted to assess the relationship between travel time and the frequency of health service utilization. Results A total of 42.6% of patients used health services, with a higher use rate among rural residents than among urban residents (47.0% and 27.4%, respectively). A total of 30.9% of patients traveled more than 15 min to the nearest medical facility (33.3% in rural areas and 22.6% in urban areas). A total of 12.4% of patients traveled more than 30 min to the nearest medical facility (15.1% in rural areas and 3.0% in urban areas). Urban residents living farthest from health care facilities (more than 30 min) had a 2.12-fold higher probability of health service utilization and expected to have a health service utilization rate 1.77 times greater than that of residents with a travel time of less than 5 min. Among the rural population, there was no significant correlation between travel time and health service utilization. Conclusion Urban patients living farthest from hospitals were more likely to use health services and used health services more frequently. This suggests that more attention should be given to urban patients who live far away from health service providers in Shaanxi Province.
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Affiliation(s)
- Ruhai Bai
- School of Public Affairs, Nanjing University of Science and Technology, Nanjing, People’s Republic of China
| | - Jianmin Gao
- School of Public Policy and Administration, Xi’an Jiaotong University, Xi’an, People’s Republic of China
| | - Wanyue Dong
- School of Elderly Care Services and Management, Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
- Correspondence: Wanyue Dong, School of Elderly Care Services and Management, Nanjing University of Chinese Medicine, No. 138 Xianlin Road, Qixia District, Nanjing, 210023, People’s Republic of China, Tel +86 25 858 11301, Email
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