Skip to main content
Top
Published in: International Journal for Equity in Health 1/2019

Open Access 01-12-2019 | Care | Research

General practice for the poor and specialist services for the rich: inequality evidence from a cross-sectional survey on Hangzhou residents, China

Authors: Tao Zhang, Chaojie Liu, Lingrui Liu, Yong Gan, Wei Lu, Hongbing Tao

Published in: International Journal for Equity in Health | Issue 1/2019

Login to get access

Abstract

Background

Inequalities in health care services are becoming an increasing concern in the world including in China. This study measured the income-related inequalities of residents in Hangzhou of China in access to general practice and specialist care and identified socioeconomic factors associated with such inequalities.

Methods

A cross-sectional questionnaire survey was conducted on 1048 residents in ten urban communities in Hangzhou, China. The percentage and frequency of respondents visiting general practice (GP) and hospital specialist clinics over the past four weeks prior to the survey were estimated. Income-related inequalities in access to these services were measured by the concentration index. Logistic regression and Poisson regression models were established to decompose the contributions of socioeconomic factors (residency, income, education, marital status, and social health insurance) to the inequalities in the probability and frequency of accessing these services, respectively, after adjustment for the needs factors (age, sex and illness conditions).

Results

The GP services were in favor of the poor, with a concentration index of − 0.0464 and − 0.1346 for the probability and frequency of GP visits, respectively. In contrast, the specialist services were in favor of the rich, with a concentration index of 0.1258 and 0.1279 for the probability and frequency of specialist visits, respectively. Income is the biggest contributor to the inequalities, except for the frequency of visits to specialists in which education played the greatest role.

Conclusions

Income-related inequalities in GP and specialist care are evident in China. Policy interventions should pay increasing attention to the emergence of a two-tier system, potentially enlarging socioeconomic disparities in health care services.
Appendix
Available only for authorised users
Literature
1.
go back to reference Zhou Z, Gao J, Fox A. Measuring the equity of inpatient utilization in Chinese rural areas. BMC Health Serv Res. 2011;11:201–13.CrossRef Zhou Z, Gao J, Fox A. Measuring the equity of inpatient utilization in Chinese rural areas. BMC Health Serv Res. 2011;11:201–13.CrossRef
2.
go back to reference Gao J, Gao J, Tang S. changing access to health services in urban China: implications for equity. Health Policy Plan. 2001;16:302–12.CrossRef Gao J, Gao J, Tang S. changing access to health services in urban China: implications for equity. Health Policy Plan. 2001;16:302–12.CrossRef
3.
go back to reference Fang P, Dong S, Xiao J, Liu C, Feng X, Wang Y. regional inequality in health and its determinants: evidence from China. Health Policy. 2010;94:14–25.CrossRef Fang P, Dong S, Xiao J, Liu C, Feng X, Wang Y. regional inequality in health and its determinants: evidence from China. Health Policy. 2010;94:14–25.CrossRef
4.
go back to reference Gao J, Qian JC, Tang SL, Eriksson B, Blas E. health equity in transition from planned to market economy in China. Health Policy Plan. 2002;17:20–8.CrossRef Gao J, Qian JC, Tang SL, Eriksson B, Blas E. health equity in transition from planned to market economy in China. Health Policy Plan. 2002;17:20–8.CrossRef
5.
go back to reference Wang Y, Wang J, Maitland E. Growing old before growing rich: inequality in health service utilization among the mid-aged and elderly in Gansu and Zhejiang provinces, China. BMC Health Serv Res. 2012;12:302.CrossRef Wang Y, Wang J, Maitland E. Growing old before growing rich: inequality in health service utilization among the mid-aged and elderly in Gansu and Zhejiang provinces, China. BMC Health Serv Res. 2012;12:302.CrossRef
6.
go back to reference Luo J, Zhang X, Jin C. inequality of access to health care among the urban elderly in northwestern China. Health Policy. 2009;93:111–7.CrossRef Luo J, Zhang X, Jin C. inequality of access to health care among the urban elderly in northwestern China. Health Policy. 2009;93:111–7.CrossRef
7.
go back to reference Chen M, Chen W, Zhao Y. New evidence on financing equity in China's health care reform: a case study on Gansu province China. BMC Health Serv Res. 2012;12:466.CrossRef Chen M, Chen W, Zhao Y. New evidence on financing equity in China's health care reform: a case study on Gansu province China. BMC Health Serv Res. 2012;12:466.CrossRef
8.
go back to reference Xinyu Z, Lin Z, Cui Z. Study on equity and efficiency of health resources and services based on key indicators in China. PLoS One. 2015;10:e0144809.CrossRef Xinyu Z, Lin Z, Cui Z. Study on equity and efficiency of health resources and services based on key indicators in China. PLoS One. 2015;10:e0144809.CrossRef
9.
go back to reference Zhu D, Guo N, Wang J, Nicholas S, Chen L. Socioeconomic inequalities of outpatient and inpatient service utilization in China: personal and regional perspectives. Int J Equity Health. 2017;16:210.CrossRef Zhu D, Guo N, Wang J, Nicholas S, Chen L. Socioeconomic inequalities of outpatient and inpatient service utilization in China: personal and regional perspectives. Int J Equity Health. 2017;16:210.CrossRef
10.
go back to reference Zhang T, Xu Y, Ren J. Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. Int J Equity Health. 2017;16:42–50.CrossRef Zhang T, Xu Y, Ren J. Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. Int J Equity Health. 2017;16:42–50.CrossRef
11.
go back to reference Tang L. The Chinese community patient’s life satisfaction, assessment of community medical service, and trust in community health delivery system. Health Qual Life Outcomes. 2013;11(8).CrossRef Tang L. The Chinese community patient’s life satisfaction, assessment of community medical service, and trust in community health delivery system. Health Qual Life Outcomes. 2013;11(8).CrossRef
12.
go back to reference Zhao Y, Lin J, Qiu Y. Demand and signing of general practitioner contract service among the urban elderly: a population-based analysis in Zhejiang Province, China. Int J Environ Res Public Health. 2017;14:356.CrossRef Zhao Y, Lin J, Qiu Y. Demand and signing of general practitioner contract service among the urban elderly: a population-based analysis in Zhejiang Province, China. Int J Environ Res Public Health. 2017;14:356.CrossRef
13.
go back to reference Liu Q, Wang B, Kong Y. China’s primary health-care reform. Lancet. 2011;377:2064–6.CrossRef Liu Q, Wang B, Kong Y. China’s primary health-care reform. Lancet. 2011;377:2064–6.CrossRef
14.
go back to reference Kong X, Yang Y. The current status and challenges of community general practitioner system building in China. Q J Med. 2015;108:89–91.CrossRef Kong X, Yang Y. The current status and challenges of community general practitioner system building in China. Q J Med. 2015;108:89–91.CrossRef
15.
go back to reference Stirbu I, Kunst AE, Mielck A. Inequalities in utilization of general practitioner and specialist services in 9 European countries. BMC Health Serv Res. 2011;11:288.CrossRef Stirbu I, Kunst AE, Mielck A. Inequalities in utilization of general practitioner and specialist services in 9 European countries. BMC Health Serv Res. 2011;11:288.CrossRef
16.
go back to reference Masseria C, Giannoni M. Equity in access to health care in Italy: a disease-based approach. Eur J Pub Health. 2010;20:504–10.CrossRef Masseria C, Giannoni M. Equity in access to health care in Italy: a disease-based approach. Eur J Pub Health. 2010;20:504–10.CrossRef
17.
go back to reference Peduzzi P, Concato J, Feinstein A. Importance of events per independent variable in proportional hazards regression analysis. II. Accuracy and precision of regression estimates. J Clin Epidemiol. 2007;30:618–26. Peduzzi P, Concato J, Feinstein A. Importance of events per independent variable in proportional hazards regression analysis. II. Accuracy and precision of regression estimates. J Clin Epidemiol. 2007;30:618–26.
18.
go back to reference Peduzzi, Peter Concato, Kemper J: A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 1996, 49:1373–1379.CrossRef Peduzzi, Peter Concato, Kemper J: A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 1996, 49:1373–1379.CrossRef
19.
go back to reference Asada Y, Kephart G. Equity in health services use and intensity of use in Canada. BMC Health Serv Res. 2007;7:41.CrossRef Asada Y, Kephart G. Equity in health services use and intensity of use in Canada. BMC Health Serv Res. 2007;7:41.CrossRef
20.
go back to reference Andersen R, Newman JF. Societal and individual determinants of medical care utilization in the United States. Milbank Q. 1973;51:95–124.CrossRef Andersen R, Newman JF. Societal and individual determinants of medical care utilization in the United States. Milbank Q. 1973;51:95–124.CrossRef
21.
go back to reference Gravelle H, Sutton M, Morris S. Modeling supply and demand influences on the use of health care: implications for deriving a needs-based capitation formula. Health Econ. 2003;12:985–1004.CrossRef Gravelle H, Sutton M, Morris S. Modeling supply and demand influences on the use of health care: implications for deriving a needs-based capitation formula. Health Econ. 2003;12:985–1004.CrossRef
22.
go back to reference Wagstaff A, Paci P, Van Doorslaer E. On the measurement of inequalities in health. Soc Sci Med. 1991;33:545–57.CrossRef Wagstaff A, Paci P, Van Doorslaer E. On the measurement of inequalities in health. Soc Sci Med. 1991;33:545–57.CrossRef
23.
go back to reference O’Donnell O, Van Doorslaer E, Wagstaff A. Analyzing health equity using household survey data. Washington: The World Bank; 2008. O’Donnell O, Van Doorslaer E, Wagstaff A. Analyzing health equity using household survey data. Washington: The World Bank; 2008.
24.
go back to reference Wagstaff A, van Doorslaer E, Watanabe N. On decomposing the causes of health sector inequalities, with an application to malnutrition inequalities in Vietnam. J Econ. 2003;112:219–27.CrossRef Wagstaff A, van Doorslaer E, Watanabe N. On decomposing the causes of health sector inequalities, with an application to malnutrition inequalities in Vietnam. J Econ. 2003;112:219–27.CrossRef
25.
go back to reference Xie T, Aickin M. A truncated poisson regression model with applications to occurrence of adenomatous polyps. Stat Med. 1997;16:1845.CrossRef Xie T, Aickin M. A truncated poisson regression model with applications to occurrence of adenomatous polyps. Stat Med. 1997;16:1845.CrossRef
26.
go back to reference Tucker JS, Hu J, Golinelli D. Social network and individual correlates of sexual risk behavior among homeless MSM youth. J Adolesc Health. 2012;51:386–92.CrossRef Tucker JS, Hu J, Golinelli D. Social network and individual correlates of sexual risk behavior among homeless MSM youth. J Adolesc Health. 2012;51:386–92.CrossRef
27.
go back to reference Lostao L, Blane D, Gimeno D. Socioeconomic patterns in use of private and public health services in Spain and Britain: implications for equity in health care. Health &Place. 2014;25:19–25.CrossRef Lostao L, Blane D, Gimeno D. Socioeconomic patterns in use of private and public health services in Spain and Britain: implications for equity in health care. Health &Place. 2014;25:19–25.CrossRef
28.
go back to reference Pan X, Dib HH, Wang X. Service utilization in community health centers in China: a comparison analysis with local hospitals. BMC Health Serv Res. 2006;6:93.CrossRef Pan X, Dib HH, Wang X. Service utilization in community health centers in China: a comparison analysis with local hospitals. BMC Health Serv Res. 2006;6:93.CrossRef
29.
go back to reference Wanga H, Gusmano MK, Cao Q. An evaluation of the policy on community health organizations in China: will the priority of new healthcare reform in China be a success? Health Policy. 2011;99:37–43.CrossRef Wanga H, Gusmano MK, Cao Q. An evaluation of the policy on community health organizations in China: will the priority of new healthcare reform in China be a success? Health Policy. 2011;99:37–43.CrossRef
30.
go back to reference Liu J, Shi L, Meng Q, Khan MM. Income-related inequality in health insurance coverage: analysis of China health and nutrition survey of 2006 and 2009. Int J Equity Health. 2012;11:42.CrossRef Liu J, Shi L, Meng Q, Khan MM. Income-related inequality in health insurance coverage: analysis of China health and nutrition survey of 2006 and 2009. Int J Equity Health. 2012;11:42.CrossRef
31.
go back to reference Regidor E, Martínez D, Calle ME. Socioeconomic patterns in the use of public and private health services and equity in health care. BMC Health Serv Res. 2008;8:183.CrossRef Regidor E, Martínez D, Calle ME. Socioeconomic patterns in the use of public and private health services and equity in health care. BMC Health Serv Res. 2008;8:183.CrossRef
32.
go back to reference Henbest RJ, Stewart M. Patient-centredness in the consultation. 2: does it really make a difference? Fam Pract. 1990;7:28–33.CrossRef Henbest RJ, Stewart M. Patient-centredness in the consultation. 2: does it really make a difference? Fam Pract. 1990;7:28–33.CrossRef
33.
go back to reference Blackwell DL, Martinez ME, Gentleman JF, Sanmartin C, JM B. Socioeconomic status and utilization of health care services in Canada and the United States: findings from a binational health survey. Med Care. 2009;47:1136–46.CrossRef Blackwell DL, Martinez ME, Gentleman JF, Sanmartin C, JM B. Socioeconomic status and utilization of health care services in Canada and the United States: findings from a binational health survey. Med Care. 2009;47:1136–46.CrossRef
34.
go back to reference Sellars B, Garza MA, Fryer CS, Thomas SB. Utilization of health care services and willingness to participate in future medical research: the role of race and social support. J Natl Med Assoc. 2010;102:776–86.CrossRef Sellars B, Garza MA, Fryer CS, Thomas SB. Utilization of health care services and willingness to participate in future medical research: the role of race and social support. J Natl Med Assoc. 2010;102:776–86.CrossRef
35.
go back to reference Peng TR, Navaie-Waliser M, Feldman PH. Social support, home health service use, and outcomes among four racial-ethnic groups. The Gerontologist. 2003;43:503–13.CrossRef Peng TR, Navaie-Waliser M, Feldman PH. Social support, home health service use, and outcomes among four racial-ethnic groups. The Gerontologist. 2003;43:503–13.CrossRef
36.
go back to reference Choi, G N: Changes in labor force activities and income of the elderly before and after retirement: a longitudinal analysis. J Sociol Soc Welf 1994, 21:5. Choi, G N: Changes in labor force activities and income of the elderly before and after retirement: a longitudinal analysis. J Sociol Soc Welf 1994, 21:5.
37.
go back to reference Alkhawaldeh A, Holm MB, Qaddumi J. A cross-sectional study to examine factors associated with primary health care service utilization among older adults in the Irbid governorate of Jordan. Current Gerontology and Geriatrics Research. 2014;2014:735235.CrossRef Alkhawaldeh A, Holm MB, Qaddumi J. A cross-sectional study to examine factors associated with primary health care service utilization among older adults in the Irbid governorate of Jordan. Current Gerontology and Geriatrics Research. 2014;2014:735235.CrossRef
38.
go back to reference Fung CSC, Wong CKH, Fong DY. Having a family doctor was associated with lower utilization of hospital-based health services. BMC Health Serv Res. 2015;15:42.CrossRef Fung CSC, Wong CKH, Fong DY. Having a family doctor was associated with lower utilization of hospital-based health services. BMC Health Serv Res. 2015;15:42.CrossRef
39.
go back to reference Forrest CB, Nutting PA, Von Schrader S. Primary care physician specialty referral decision making: patient, physician, and health care system determinants. Med Decis Mak. 2006;26:76–85.CrossRef Forrest CB, Nutting PA, Von Schrader S. Primary care physician specialty referral decision making: patient, physician, and health care system determinants. Med Decis Mak. 2006;26:76–85.CrossRef
Metadata
Title
General practice for the poor and specialist services for the rich: inequality evidence from a cross-sectional survey on Hangzhou residents, China
Authors
Tao Zhang
Chaojie Liu
Lingrui Liu
Yong Gan
Wei Lu
Hongbing Tao
Publication date
01-12-2019
Publisher
BioMed Central
Keyword
Care
Published in
International Journal for Equity in Health / Issue 1/2019
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-019-0966-6

Other articles of this Issue 1/2019

International Journal for Equity in Health 1/2019 Go to the issue