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Published in: International Journal for Equity in Health 1/2018

Open Access 01-12-2018 | Research

Equity and efficiency of primary health care resource allocation in mainland China

Authors: Yue Zhang, Qian Wang, Tian Jiang, Jian Wang

Published in: International Journal for Equity in Health | Issue 1/2018

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Abstract

Background

China had proposed the unification of equity and efficiency since the launch of the new round of health system reform in 2009. And the central government gave priority to the development of primary health care (PHC) whilst ensuring its availability and improving its efficiency. This study aimed to evaluate the changes of equity and efficiency in PHC resource allocation (PHCRA) and explored ways to improve the current situation.

Methods

The data of this study came from the China Health Statistical Yearbook (2013–2017) and China Statistical Yearbook (2017). Three and five indicators were used to measure equity and efficiency, respectively. The Lorenz curve, Gini coefficient (G), Theil index (T) and health resource density index (HRDI) were used to assess equity in demographic and geographical dimensions. Data envelopment analysis (DEA) and the Malmquist productivity index (MPI) were chosen to measure the efficiency and productivity of PHCRA.

Results

From 2012 to 2016, the total amount of PHCR had increased year by year. The Gs by population size were below 0.2 and that by geographical area were between 0.6 and 0.7. T had the same trend with G, and intra-regional contribution rates were higher than inter-regional contribution rates, which were all beyond 60%. From 2012 to 2016, the numbers of provinces that achieved an effective DEA were 4, 3, 4, 5 and 5, respectively. The mean of the total factor productivity index was 0.994.

Conclusion

The equity of PHCRA in terms of population size is superior in the geographical area. Intra-regional differences are the main source of inequality. The eastern region has the highest density of PHCR, whereas the western region has the lowest. In addition, PHC institutions in more than 80% of the provinces are inefficient, and the productivity of the institutions decline by 0.6% from 2012 to 2016 because of technological retrogression.
Literature
1.
go back to reference Xu K, Zhang K, Wang D, et al. Trend in distribution of primary health care professionals in Jiangsu province of eastern China. Int J Equity Health. 2014;13:117.CrossRefPubMedPubMedCentral Xu K, Zhang K, Wang D, et al. Trend in distribution of primary health care professionals in Jiangsu province of eastern China. Int J Equity Health. 2014;13:117.CrossRefPubMedPubMedCentral
2.
go back to reference Liu X, Xu L, Wang S. Reforming China’s 50,000 township hospitals-effectiveness, challenges and opportunities. Health Policy. 1996;38:13–29.CrossRefPubMed Liu X, Xu L, Wang S. Reforming China’s 50,000 township hospitals-effectiveness, challenges and opportunities. Health Policy. 1996;38:13–29.CrossRefPubMed
3.
go back to reference Wagstaff A, Lindelow M, Wang SY, et al. Reforming China's rural health system. Washington: World Bank. 2009. p. 1–248. Wagstaff A, Lindelow M, Wang SY, et al. Reforming China's rural health system. Washington: World Bank. 2009. p. 1–248.
4.
go back to reference Cheng Z, Cai M, Tao H, He Z, et al. Efficiency and productivity measurement of rural township hospitals in China: a bootstrapping data envelopment analysis. BMJ Open. 2016;6:e011911.CrossRefPubMedPubMedCentral Cheng Z, Cai M, Tao H, He Z, et al. Efficiency and productivity measurement of rural township hospitals in China: a bootstrapping data envelopment analysis. BMJ Open. 2016;6:e011911.CrossRefPubMedPubMedCentral
5.
6.
go back to reference Yip W, Hsiao W. China’s health care reform: a tentative assessment. China Econ Rev. 2009;20:613–9.CrossRef Yip W, Hsiao W. China’s health care reform: a tentative assessment. China Econ Rev. 2009;20:613–9.CrossRef
7.
go back to reference Zhou Z, Zhu L, Zhou Z, et al. The effects of China’s urban basic medical insurance schemes on the equity of health service utilization: evidence from Shaanxi Province. Int J Equity Health. 2014;13:23.CrossRefPubMedPubMedCentral Zhou Z, Zhu L, Zhou Z, et al. The effects of China’s urban basic medical insurance schemes on the equity of health service utilization: evidence from Shaanxi Province. Int J Equity Health. 2014;13:23.CrossRefPubMedPubMedCentral
8.
go back to reference Shen Y, Yan H, Reija K, et al. Equity in use of maternal health services in western rural China: a survey from Shaanxi province. BMC Health Serv Res. 2014;14:155.CrossRefPubMedPubMedCentral Shen Y, Yan H, Reija K, et al. Equity in use of maternal health services in western rural China: a survey from Shaanxi province. BMC Health Serv Res. 2014;14:155.CrossRefPubMedPubMedCentral
9.
go back to reference Liu Y, Jiang Y, Tang S, et al. Analysis of the equity of emergency medical services: a cross-sectional survey in Chongqing city. Int J Equity Health. 2015;14:150.CrossRefPubMedPubMedCentral Liu Y, Jiang Y, Tang S, et al. Analysis of the equity of emergency medical services: a cross-sectional survey in Chongqing city. Int J Equity Health. 2015;14:150.CrossRefPubMedPubMedCentral
11.
go back to reference Zhang T, Xu Y, Ren J, et al. Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. Int J Equity Health. 2017;16:42.CrossRefPubMedPubMedCentral Zhang T, Xu Y, Ren J, et al. Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. Int J Equity Health. 2017;16:42.CrossRefPubMedPubMedCentral
12.
13.
14.
go back to reference Giuffrida A. Productivity and efficiency changes in primary care: a Malmquist index approach. Health Care Manag Sci. 1999;2:11–26.CrossRefPubMed Giuffrida A. Productivity and efficiency changes in primary care: a Malmquist index approach. Health Care Manag Sci. 1999;2:11–26.CrossRefPubMed
15.
go back to reference Cheng Z, Tao H, Cai M, et al. Technical efficiency and productivity of Chinese county hospitals: an exploratory study in Henan province. China BMJ Open. 2015;5:e007267.CrossRefPubMed Cheng Z, Tao H, Cai M, et al. Technical efficiency and productivity of Chinese county hospitals: an exploratory study in Henan province. China BMJ Open. 2015;5:e007267.CrossRefPubMed
16.
go back to reference Li NN, Wang CH, Ni H, et al. Efficiency and productivity of county-level public hospitals based on the data envelopment analysis model and Malmquist index in Anhui. China Chin Med J (Engl). 2017;130:2836–43. Li NN, Wang CH, Ni H, et al. Efficiency and productivity of county-level public hospitals based on the data envelopment analysis model and Malmquist index in Anhui. China Chin Med J (Engl). 2017;130:2836–43.
17.
go back to reference Akbari Sari A, Rezaei S, Homaie Rad E, et al. Regional disparity in physical resources in the health sector in Iran: a comparison of two time periods. Iran J Public Health. 2015;44:848–54.PubMedPubMedCentral Akbari Sari A, Rezaei S, Homaie Rad E, et al. Regional disparity in physical resources in the health sector in Iran: a comparison of two time periods. Iran J Public Health. 2015;44:848–54.PubMedPubMedCentral
19.
go back to reference Fang P, Dong S, Xiao J, et al. Regional inequality in health and its determinants: evidence from China. Health Policy. 2010;94:14–25.CrossRefPubMed Fang P, Dong S, Xiao J, et al. Regional inequality in health and its determinants: evidence from China. Health Policy. 2010;94:14–25.CrossRefPubMed
20.
go back to reference Sun J, Luo H. Evaluation on equality and efficiency of health resources allocation and health services utilization in China. Int J Equity Health. 2017;16:127.CrossRefPubMedPubMedCentral Sun J, Luo H. Evaluation on equality and efficiency of health resources allocation and health services utilization in China. Int J Equity Health. 2017;16:127.CrossRefPubMedPubMedCentral
21.
go back to reference Ding J, Hu X, Zhang X, et al. Equity and efficiency of medical service systems at the provincial level of China's mainland: a comparative study from 2009 to 2014. BMC Public Health. 2018;18:214.CrossRefPubMedPubMedCentral Ding J, Hu X, Zhang X, et al. Equity and efficiency of medical service systems at the provincial level of China's mainland: a comparative study from 2009 to 2014. BMC Public Health. 2018;18:214.CrossRefPubMedPubMedCentral
22.
go back to reference Theodorakis PN, Mantzavinis GD, Rrumbullaku L, et al. Measuring health inequalities in Albania: a focus on the distribution of general practitioners. Hum Resour Health. 2006;4:5.CrossRefPubMedPubMedCentral Theodorakis PN, Mantzavinis GD, Rrumbullaku L, et al. Measuring health inequalities in Albania: a focus on the distribution of general practitioners. Hum Resour Health. 2006;4:5.CrossRefPubMedPubMedCentral
23.
go back to reference Brown MC. Using Gini-style indexes to evaluate the spatial patterns of health practitioners-theoretical considerations and an application based on Alberta data. Soc Sci Med. 1994;38:1243–56.CrossRefPubMed Brown MC. Using Gini-style indexes to evaluate the spatial patterns of health practitioners-theoretical considerations and an application based on Alberta data. Soc Sci Med. 1994;38:1243–56.CrossRefPubMed
24.
go back to reference Teng F, He J, Pan X, et al. Metric of carbon equity: carbon Gini index based on historical cumulative emission per capita. Adv Clim Chang Res. 2011;2:134–40.CrossRef Teng F, He J, Pan X, et al. Metric of carbon equity: carbon Gini index based on historical cumulative emission per capita. Adv Clim Chang Res. 2011;2:134–40.CrossRef
25.
go back to reference Zhou Y, Qin Y. Empirical analysis on income inequality of Chinese residents. New York: Springer. 2012; p. 1. Zhou Y, Qin Y. Empirical analysis on income inequality of Chinese residents. New York: Springer. 2012; p. 1.
26.
go back to reference Anand S. Measuring health workforce inequalities: methods and application to China and India. Clin Chim Acta. 2010;335:137–45. Anand S. Measuring health workforce inequalities: methods and application to China and India. Clin Chim Acta. 2010;335:137–45.
27.
go back to reference Wang Y, Tu Q, Lai Q, et al. Fairness or not? Health resources allocation in Chongqing-based on Theil index. Open Journal of Social Sciences. 2017;3:117–23.CrossRef Wang Y, Tu Q, Lai Q, et al. Fairness or not? Health resources allocation in Chongqing-based on Theil index. Open Journal of Social Sciences. 2017;3:117–23.CrossRef
28.
go back to reference Pelone F, Kringos DS, Romaniello A, et al. Primary care efficiency measurement using data envelopment analysis: a systematic review. J Med Syst. 2015;39:156.CrossRefPubMed Pelone F, Kringos DS, Romaniello A, et al. Primary care efficiency measurement using data envelopment analysis: a systematic review. J Med Syst. 2015;39:156.CrossRefPubMed
29.
go back to reference Coelli TJ, Rao DSP, O’Donnell CJ, et al. An introduction to efficiency and productivity analysis. New York: Springer; 2005;133–60. Coelli TJ, Rao DSP, O’Donnell CJ, et al. An introduction to efficiency and productivity analysis. New York: Springer; 2005;133–60.
30.
go back to reference Färe R, Grosskopf S, Lindgren B, et al. Productivity developments in Swedish hospitals: a Malmquist output index approach, Data envelopment analysis: theory, methodology, and applications. Dordrecht: Springer; 1994. p. 227–35. Färe R, Grosskopf S, Lindgren B, et al. Productivity developments in Swedish hospitals: a Malmquist output index approach, Data envelopment analysis: theory, methodology, and applications. Dordrecht: Springer; 1994. p. 227–35.
31.
go back to reference Ying CN. The productive efficiency of Chinese hospitals. China Econ Rev. 2011;22:428–39.CrossRef Ying CN. The productive efficiency of Chinese hospitals. China Econ Rev. 2011;22:428–39.CrossRef
32.
go back to reference Nabilou B, Yusefzadeh H, Rezapour A, et al. The productivity and its barriers in public hospitals: case study of ran. Med J Islam Repub Iran. 2016;30:316.PubMedPubMedCentral Nabilou B, Yusefzadeh H, Rezapour A, et al. The productivity and its barriers in public hospitals: case study of ran. Med J Islam Repub Iran. 2016;30:316.PubMedPubMedCentral
33.
go back to reference Coelli T. A Guide to DEAP version 2.1: a data envelopment analysis (computer) program. 1996;1–49. Coelli T. A Guide to DEAP version 2.1: a data envelopment analysis (computer) program. 1996;1–49.
34.
go back to reference Banker RD, Morey RC. Incorporating value judgements in effciency analysis. Res Governmental Nonprofit Account. 1989;5:245–67. Banker RD, Morey RC. Incorporating value judgements in effciency analysis. Res Governmental Nonprofit Account. 1989;5:245–67.
35.
go back to reference Jian J, Wang J, Ma X, et al. Equality of medical health resource allocation in China based on the Gini coefficient method. Iran J Public Health. 2015;44:445–57. Jian J, Wang J, Ma X, et al. Equality of medical health resource allocation in China based on the Gini coefficient method. Iran J Public Health. 2015;44:445–57.
36.
go back to reference He MH, Wang L, He J, Wei Y. Status and equity of health services resources allocation in China. Chin Health Service Manage. 2013;30:197–9. (in Chinese) He MH, Wang L, He J, Wei Y. Status and equity of health services resources allocation in China. Chin Health Service Manage. 2013;30:197–9. (in Chinese)
37.
go back to reference Yang Z, Xiao H U, Chen R, et al. Research on the equity of the primary medical and health resource allocation in China. Chin Health Resour 2017, 20:106–109 (in Chinese). Yang Z, Xiao H U, Chen R, et al. Research on the equity of the primary medical and health resource allocation in China. Chin Health Resour 2017, 20:106–109 (in Chinese).
38.
go back to reference Gong XG, Hu SL. Fairness of health resources allocation in China. Chin J Hosp Admin. 2005;2:73–7. (in Chinese) Gong XG, Hu SL. Fairness of health resources allocation in China. Chin J Hosp Admin. 2005;2:73–7. (in Chinese)
39.
go back to reference Song P, Ren Z, Chang X, et al. Inequality of Paediatric workforce distribution in China. Int J Environ Res Public Health. 2016;13:703.CrossRefPubMedCentral Song P, Ren Z, Chang X, et al. Inequality of Paediatric workforce distribution in China. Int J Environ Res Public Health. 2016;13:703.CrossRefPubMedCentral
40.
go back to reference Huang XP, Tang LX. Region differences in hospital bed allocation in China. Chin J Health Policy. 2010;3:4–54. (in Chinese) Huang XP, Tang LX. Region differences in hospital bed allocation in China. Chin J Health Policy. 2010;3:4–54. (in Chinese)
42.
go back to reference Cordero Ferrera JM, Cebada EC, Murillo Zamorano LR. The effect of quality and socio-demographic variables on efficiency measures in primary health care. Eur J Health Econ. 2014;15:289–302.CrossRefPubMed Cordero Ferrera JM, Cebada EC, Murillo Zamorano LR. The effect of quality and socio-demographic variables on efficiency measures in primary health care. Eur J Health Econ. 2014;15:289–302.CrossRefPubMed
43.
go back to reference Audibert M, Mathonnat J, Pelissier A, et al. Health insurance reform and efficiency of township hospitals in rural China: an analysis from survey data. China Econ Rev. 2013;27:326–38.CrossRef Audibert M, Mathonnat J, Pelissier A, et al. Health insurance reform and efficiency of township hospitals in rural China: an analysis from survey data. China Econ Rev. 2013;27:326–38.CrossRef
44.
go back to reference Wang LJ. To evaluate the traditional chinese medical service efficiency of the county traditional chinese medicine hospitals in Shangdong province. Chinese Health Economics. 2013;5:81–83. (in Chinese) Wang LJ. To evaluate the traditional chinese medical service efficiency of the county traditional chinese medicine hospitals in Shangdong province. Chinese Health Economics. 2013;5:81–83. (in Chinese)
45.
go back to reference Yip W, Hsiao W. Harnessing the privatization of China’s fragmented health-care delivery. Lancet. 2014;384:805–18.CrossRefPubMed Yip W, Hsiao W. Harnessing the privatization of China’s fragmented health-care delivery. Lancet. 2014;384:805–18.CrossRefPubMed
46.
go back to reference World Bank. Financing health care: issues and options for China. Washington: World Bank; 1997. World Bank. Financing health care: issues and options for China. Washington: World Bank; 1997.
47.
go back to reference Zhao Y, Chen R, Wang B, Wu T, et al. General practice on-the-job training in Chinese urban community: a qualitative study on needs and challenges. PLoS One. 2014;9:e94301.CrossRefPubMedPubMedCentral Zhao Y, Chen R, Wang B, Wu T, et al. General practice on-the-job training in Chinese urban community: a qualitative study on needs and challenges. PLoS One. 2014;9:e94301.CrossRefPubMedPubMedCentral
48.
go back to reference Daraio C, Advanced Robust SL. Nonparametric methods in efficiency analysis. J Econ Lit. 2007;46:423–5. Daraio C, Advanced Robust SL. Nonparametric methods in efficiency analysis. J Econ Lit. 2007;46:423–5.
Metadata
Title
Equity and efficiency of primary health care resource allocation in mainland China
Authors
Yue Zhang
Qian Wang
Tian Jiang
Jian Wang
Publication date
01-12-2018
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2018
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-018-0851-8

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