Skip to main content
Top
Published in: International Journal for Equity in Health 1/2020

Open Access 01-12-2020 | Care | Research

Equity and efficiency of health care resource allocation in Jiangsu Province, China

Authors: Qian Li, Jianjun Wei, Fengchang Jiang, Guixiang Zhou, Rilei Jiang, Meijuan Chen, Xu Zhang, Wanjin Hu

Published in: International Journal for Equity in Health | Issue 1/2020

Login to get access

Abstract

Background

Jiangsu was one of the first four pilot provinces to engage in comprehensive health care reform in China, which has been on-going for the past 5 years. This study aims to evaluate the equity, efficiency and productivity of health care resource allocation in Jiangsu Province using the most recent data, analyse the causes of deficiencies, and discuss measures to solve these problems.

Methods

Data were extracted from the Jiangsu Health/Family Planning Statistical Yearbook (2015–2019) and Jiangsu Statistical Yearbook (2015–2019). The Gini coefficient (G), Theil index (T) and health resource density index (HRDI) were chosen to study the fairness of health resource allocation in Jiangsu Province. Data envelopment analysis (DEA) and the Malmquist productivity index (MPI) were used to analyse the efficiency and productivity of this allocation.

Results

From 2014 to 2018, the total amount of health resources in Jiangsu Province increased. The G of primary resource allocation by population remained below 0.15, and that by geographical area was between 0.14 and 0.28; additionally, the G of health financial resources was below 0.26, and that by geographical area was above 0.39. T was consistent with the results for G and Lorenz curves. The HRDI shows that the allocated amounts of health care resources were the highest in southern Jiangsu, except for the number of health institutions. The average value of TE was above 0.93, and the DEA results were invalid for only two cities. From 2014 to 2018, the mean TFPC in Jiangsu was less than 1, and the values exceeded 1 for only five cities.

Conclusion

The equity of basic medical resources was better than that of financial resources, and the equity of geographical allocation was better than that of population allocation. The overall efficiency of health care resource allocation was high; however, the total factor productivity of the whole province has declined due to technological regression. Jiangsu Province needs to further optimize the allocation and increase the utilization efficiency of health care resources.
Appendix
Available only for authorised users
Literature
1.
go back to reference Shi L, Macinko J, Starfield B, Politzer R, Wulu J, Xu J. Primary care, social inequalities and all-cause, heart disease and cancer mortality in US counties: a comparison between urban and non-urban areas. Public Health. 2005;119(8):699–710.CrossRef Shi L, Macinko J, Starfield B, Politzer R, Wulu J, Xu J. Primary care, social inequalities and all-cause, heart disease and cancer mortality in US counties: a comparison between urban and non-urban areas. Public Health. 2005;119(8):699–710.CrossRef
2.
go back to reference Rohde J, Cousens S, Chopra M, Tangcharoensathien V, Black R, Bhutta ZA, et al. 30 years after Alma-Ata: has primary health care worked in countries? Lancet. 2008;372(9642):950–61.CrossRef Rohde J, Cousens S, Chopra M, Tangcharoensathien V, Black R, Bhutta ZA, et al. 30 years after Alma-Ata: has primary health care worked in countries? Lancet. 2008;372(9642):950–61.CrossRef
3.
go back to reference Cao H, Huang S. Principles of scarce medical resource allocation in natural disaster relief: a simulation approach. Med Decis Making. 2012;32(3):470–6.CrossRef Cao H, Huang S. Principles of scarce medical resource allocation in natural disaster relief: a simulation approach. Med Decis Making. 2012;32(3):470–6.CrossRef
4.
go back to reference Abimbola S, Baatiema L, Bigdeli M. The impacts of decentralization on health system equity, efficiency and resilience: a realist synthesis of the evidence. Health Policy Plan. 2019;34(8):605–17.CrossRef Abimbola S, Baatiema L, Bigdeli M. The impacts of decentralization on health system equity, efficiency and resilience: a realist synthesis of the evidence. Health Policy Plan. 2019;34(8):605–17.CrossRef
5.
go back to reference Liu Y, Hsiao WC, Eggleston K. Equity in health and health care: the Chinese experience. Soc Sci Med. 1999;49(10):1349–56.CrossRef Liu Y, Hsiao WC, Eggleston K. Equity in health and health care: the Chinese experience. Soc Sci Med. 1999;49(10):1349–56.CrossRef
6.
go back to reference Shmueli A, Golan O, Paolucci F, Mentzakis E. Efficiency and equity considerations in the preferences of health policy-makers in Israel. Israel J Health Policy Res. 2017;6:18.CrossRef Shmueli A, Golan O, Paolucci F, Mentzakis E. Efficiency and equity considerations in the preferences of health policy-makers in Israel. Israel J Health Policy Res. 2017;6:18.CrossRef
7.
go back to reference White F. Primary health care and public health: foundations of universal health systems. Med Princ Pract. 2015;24(2):103–16.CrossRef White F. Primary health care and public health: foundations of universal health systems. Med Princ Pract. 2015;24(2):103–16.CrossRef
8.
go back to reference Xu X, Zhou L, Antwi HA, Chen X. Evaluation of health resource utilization efficiency in community health centers of Jiangsu Province, China. Hum Resour Health. 2018;16(1):13.CrossRef Xu X, Zhou L, Antwi HA, Chen X. Evaluation of health resource utilization efficiency in community health centers of Jiangsu Province, China. Hum Resour Health. 2018;16(1):13.CrossRef
9.
go back to reference Lulin Z, Antwi HA, Wang W, Yiranbon E, Marfo EO, Acheampong P. The effect of herd formation among healthcare investors on health sector growth in China. Int J Equity Health. 2016;15(1):113.CrossRef Lulin Z, Antwi HA, Wang W, Yiranbon E, Marfo EO, Acheampong P. The effect of herd formation among healthcare investors on health sector growth in China. Int J Equity Health. 2016;15(1):113.CrossRef
10.
go back to reference Zhang X, Zhao L, Cui Z, Wang Y. Study on equity and efficiency of health resources and services based on key indicators in China. PLoS One. 2015;10(12):e0144809.CrossRef Zhang X, Zhao L, Cui Z, Wang Y. Study on equity and efficiency of health resources and services based on key indicators in China. PLoS One. 2015;10(12):e0144809.CrossRef
11.
go back to reference Zhang Y, Wang Q, Jiang T, Wang J. Equity and efficiency of primary health care resource allocation in mainland China. Int J Equity Health. 2018;17(1):140.CrossRef Zhang Y, Wang Q, Jiang T, Wang J. Equity and efficiency of primary health care resource allocation in mainland China. Int J Equity Health. 2018;17(1):140.CrossRef
12.
go back to reference Zhou L, Xu X, Antwi HA, Wang L. Towards an equitable healthcare in China: evaluating the productive efficiency of community health centers in Jiangsu Province. Int J Equity Health. 2017;16(1):89.CrossRef Zhou L, Xu X, Antwi HA, Wang L. Towards an equitable healthcare in China: evaluating the productive efficiency of community health centers in Jiangsu Province. Int J Equity Health. 2017;16(1):89.CrossRef
13.
go back to reference Zhang H, Hu H, Wu C, Yu H, Dong H. Impact of China's public hospital reform on healthcare expenditures and utilization: a case study in ZJ Province. PLoS One. 2015;10(11):e0143130.CrossRef Zhang H, Hu H, Wu C, Yu H, Dong H. Impact of China's public hospital reform on healthcare expenditures and utilization: a case study in ZJ Province. PLoS One. 2015;10(11):e0143130.CrossRef
14.
go back to reference van Mierlo T, Hyatt D, Ching AT. Employing the Gini coefficient to measure participation inequality in treatment-focused digital health social networks. Netw Model Anal Health Inform Bioinform. 2016;5(1):32.CrossRef van Mierlo T, Hyatt D, Ching AT. Employing the Gini coefficient to measure participation inequality in treatment-focused digital health social networks. Netw Model Anal Health Inform Bioinform. 2016;5(1):32.CrossRef
15.
go back to reference Liu Q, Li B, Mohiuddin M. Prediction and decomposition of efficiency differences in Chinese provincial community health services. Int J Environ Res Public Health. 2018;15(10). Liu Q, Li B, Mohiuddin M. Prediction and decomposition of efficiency differences in Chinese provincial community health services. Int J Environ Res Public Health. 2018;15(10).
16.
go back to reference Liu W, Liu Y, Twum P, Li S. National equity of health resource allocation in China: data from 2009 to 2013. Int J Equity Health. 2016;15(1):68.CrossRef Liu W, Liu Y, Twum P, Li S. National equity of health resource allocation in China: data from 2009 to 2013. Int J Equity Health. 2016;15(1):68.CrossRef
17.
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(1):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(1):14–25.CrossRef
18.
go back to reference Li NN, Wang CH, Ni H, Wang H. Efficiency and productivity of county-level public hospitals based on the data envelopment analysis model and Malmquist index in Anhui, China. Chin Med J. 2017;130(23):2836–43.CrossRef Li NN, Wang CH, Ni H, Wang H. Efficiency and productivity of county-level public hospitals based on the data envelopment analysis model and Malmquist index in Anhui, China. Chin Med J. 2017;130(23):2836–43.CrossRef
19.
go back to reference Rosko MD. Measuring technical efficiency in health care organizations. J Med Syst. 1990;14(5):307–22.CrossRef Rosko MD. Measuring technical efficiency in health care organizations. J Med Syst. 1990;14(5):307–22.CrossRef
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(1):127.CrossRef 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(1):127.CrossRef
21.
go back to reference Zhang T, Lu W, Tao H. Efficiency of health resource utilisation in primary-level maternal and child health hospitals in Shanxi Province, China: a bootstrapping data envelopment analysis and truncated regression approach. BMC Health Serv Res. 2020;20(1):179.CrossRef Zhang T, Lu W, Tao H. Efficiency of health resource utilisation in primary-level maternal and child health hospitals in Shanxi Province, China: a bootstrapping data envelopment analysis and truncated regression approach. BMC Health Serv Res. 2020;20(1):179.CrossRef
22.
go back to reference Ying CN. The productive efficiency of Chinese hospitals. China Econ Rev. 2011;22(3):428–39.CrossRef Ying CN. The productive efficiency of Chinese hospitals. China Econ Rev. 2011;22(3):428–39.CrossRef
23.
go back to reference Ma X, Liu Y, Wei X, Li Y, Zheng M, Li Y, et al. Measurement and decomposition of energy efficiency of Northeast China-based on super efficiency DEA model and Malmquist index. Environ Sci Pollut Res Int. 2017;24(24):19859–73.CrossRef Ma X, Liu Y, Wei X, Li Y, Zheng M, Li Y, et al. Measurement and decomposition of energy efficiency of Northeast China-based on super efficiency DEA model and Malmquist index. Environ Sci Pollut Res Int. 2017;24(24):19859–73.CrossRef
24.
go back to reference Jin J, Wang J, Ma X, Wang Y, Li R. Equality of medical health resource allocation in China based on the Gini coefficient method. Iran J Public Health. 2015;44(4):445–57.PubMedPubMedCentral Jin J, Wang J, Ma X, Wang Y, Li R. Equality of medical health resource allocation in China based on the Gini coefficient method. Iran J Public Health. 2015;44(4):445–57.PubMedPubMedCentral
25.
go back to reference Wang Y, Li Y, Qin S, Kong Y, Yu X, Guo K, et al. The disequilibrium in the distribution of the primary health workforce among eight economic regions and between rural and urban areas in China. Int J Equity Health. 2020;19(1):28.CrossRef Wang Y, Li Y, Qin S, Kong Y, Yu X, Guo K, et al. The disequilibrium in the distribution of the primary health workforce among eight economic regions and between rural and urban areas in China. Int J Equity Health. 2020;19(1):28.CrossRef
26.
go back to reference Wang S, Xu J, Jiang X, Li C, Li H, Song S, et al. Trends in health resource disparities in primary health care institutions in Liaoning Province in Northeast China. Int J Equity Health. 2018;17(1):178.CrossRef Wang S, Xu J, Jiang X, Li C, Li H, Song S, et al. Trends in health resource disparities in primary health care institutions in Liaoning Province in Northeast China. Int J Equity Health. 2018;17(1):178.CrossRef
27.
go back to reference Zhang T, Xu Y, Ren J, Sun L, Liu C. Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. Int J Equity Health. 2017;16(1):42.CrossRef Zhang T, Xu Y, Ren J, Sun L, Liu C. Inequality in the distribution of health resources and health services in China: hospitals versus primary care institutions. Int J Equity Health. 2017;16(1):42.CrossRef
28.
go back to reference Song P, Ren Z, Chang X, Liu X, An L. Inequality of Paediatric Workforce Distribution in China. Int J Environ Res Public Health. 2016;13(7):703.CrossRef Song P, Ren Z, Chang X, Liu X, An L. Inequality of Paediatric Workforce Distribution in China. Int J Environ Res Public Health. 2016;13(7):703.CrossRef
29.
go back to reference Cordero Ferrera JM, Crespo Cebada E, Murillo Zamorano LR. The effect of quality and socio-demographic variables on efficiency measures in primary health care. Eur J Health Econ. 2014;15(3):289–302.CrossRef Cordero Ferrera JM, Crespo Cebada E, Murillo Zamorano LR. The effect of quality and socio-demographic variables on efficiency measures in primary health care. Eur J Health Econ. 2014;15(3):289–302.CrossRef
30.
go back to reference Allin S, Veillard J, Wang L, Grignon M. How can health system efficiency be improved in Canada? Healthc Policy. 2015;11(1):33–45.PubMedPubMedCentral Allin S, Veillard J, Wang L, Grignon M. How can health system efficiency be improved in Canada? Healthc Policy. 2015;11(1):33–45.PubMedPubMedCentral
31.
go back to reference Ahmed S, Hasan MZ, MacLennan M, Dorin F, Ahmed MW, Hasan MM, et al. Measuring the efficiency of health systems in Asia: a data envelopment analysis. BMJ Open. 2019;9(3):e022155.CrossRef Ahmed S, Hasan MZ, MacLennan M, Dorin F, Ahmed MW, Hasan MM, et al. Measuring the efficiency of health systems in Asia: a data envelopment analysis. BMJ Open. 2019;9(3):e022155.CrossRef
32.
go back to reference Qian Y, Hou Z, Wang W, Zhang D, Yan F. Integrated care reform in urban China: a qualitative study on design, supporting environment and implementation. Int J Equity Health. 2017;16(1):185.CrossRef Qian Y, Hou Z, Wang W, Zhang D, Yan F. Integrated care reform in urban China: a qualitative study on design, supporting environment and implementation. Int J Equity Health. 2017;16(1):185.CrossRef
33.
go back to reference Wei X, Yin J, Walley JD, Zhang Z, Hicks JP, Zhou Y, et al. Impact of China's essential medicines scheme and zero-mark-up policy on antibiotic prescriptions in county hospitals: a mixed methods study. Trop Med Int Health. 2017;22(9):1166–74.CrossRef Wei X, Yin J, Walley JD, Zhang Z, Hicks JP, Zhou Y, et al. Impact of China's essential medicines scheme and zero-mark-up policy on antibiotic prescriptions in county hospitals: a mixed methods study. Trop Med Int Health. 2017;22(9):1166–74.CrossRef
Metadata
Title
Equity and efficiency of health care resource allocation in Jiangsu Province, China
Authors
Qian Li
Jianjun Wei
Fengchang Jiang
Guixiang Zhou
Rilei Jiang
Meijuan Chen
Xu Zhang
Wanjin Hu
Publication date
01-12-2020
Publisher
BioMed Central
Keyword
Care
Published in
International Journal for Equity in Health / Issue 1/2020
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-020-01320-2

Other articles of this Issue 1/2020

International Journal for Equity in Health 1/2020 Go to the issue