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Published in: International Journal for Equity in Health 1/2017

Open Access 01-12-2017 | Research

Towards an equitable healthcare in China: evaluating the productive efficiency of community health centers in Jiangsu Province

Authors: Lulin Zhou, Xinglong Xu, Henry Asante Antwi, Linna Wang

Published in: International Journal for Equity in Health | Issue 1/2017

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Abstract

Background

While the demand for the health service keeps escalating at the grass root or rural areas of China, a substantial portion of healthcare resources remains stagnant in the more developed cities and this has entrenched health inequity in many parts of China. At its conception, the Deepening Health Care Reform in 2012 China was intended to flush out these discrepancies and promote a more equitable and efficient distribution of health resources. Nearly half a decade of this reform, there are uncertainties as to whether the attainment of the objectives of the reform is in sight.

Methods

We divided Jiangsu Province into 3 zones according to the level of economic and social development i.e. developed, developing, and undeveloped areas. Using a hybrid of Panel data analysis and an augmented Data Envelopment Analysis (DEA), we model human resources, capital inputs of Community Health Centers to comprehensively determine the technical and scale efficiency of community health resources in 3 zones in Jiangsu Province.

Results

We sampled data and analysed efficiency and productivity growth of 75 Community Health Centers in 13 cities of Jiangsu Province from 2011 to 2015, which shows that a significant productive growth among Community Health Centers between 2011 and 2015. Mirroring the behavior of Community Health Centers, technological progress was the underlying force for the growth and the deterioration in efficiency change was found. This can be credited partly to the Deepening Health Care Reform measures aimed at improving technology availability in health centers in sub-urban areas. The regional summary of the DEA result shows that the stage of economic development and the efficiency performance of hospital did not necessarily go hand in hand among the 3 zones of Jiangsu.

Conclusions

The government of China in general and Jiangsu province in particular could improve the efficiency of health resources allocation by improving the community health service system, rationalizing the allocation of health personnel, optimizing the allocation of material resources and enhancing the level of health of financial resources allocation.
Literature
1.
go back to reference Zhou L, Asante AH, Wang W, Ethel Y, Opoku ME, Patrick A. The effect of herd formation among healthcare investors on health sector growth in China. Int J Equity Health. 2016;15:113.CrossRef Zhou L, Asante AH, Wang W, Ethel Y, Opoku ME, Patrick A. The effect of herd formation among healthcare investors on health sector growth in China. Int J Equity Health. 2016;15:113.CrossRef
2.
go back to reference Valdmanis V, Denicola A, Bernet P. Public health capacity in the provision of health care services. Health Care Manag Sci. 2015;18:475–82.CrossRefPubMed Valdmanis V, Denicola A, Bernet P. Public health capacity in the provision of health care services. Health Care Manag Sci. 2015;18:475–82.CrossRefPubMed
3.
go back to reference Baltagi BH, Egger P, Pfaffermayr M. A generalized spatial panel data model with random effects. Econ Rev. 2013;32:650–85.CrossRef Baltagi BH, Egger P, Pfaffermayr M. A generalized spatial panel data model with random effects. Econ Rev. 2013;32:650–85.CrossRef
4.
go back to reference Dobbelaere S, Mairesse J. Panel data estimates of the production function and product and labor market imperfections. J Appl Economet. 2013;28:1–46.CrossRef Dobbelaere S, Mairesse J. Panel data estimates of the production function and product and labor market imperfections. J Appl Economet. 2013;28:1–46.CrossRef
5.
go back to reference Cheng Z. Technical efficiency and productivity of Chinese county hospitals: an exploratory study in Henan province. China Bmj Open. 2015;5, e007267.CrossRefPubMed Cheng Z. Technical efficiency and productivity of Chinese county hospitals: an exploratory study in Henan province. China Bmj Open. 2015;5, e007267.CrossRefPubMed
6.
go back to reference Li H, Dong S. Measuring and Benchmarking Technical Efficiency of Public Hospitals in Tianjin, China: A Bootstrap-Data Envelopment Analysis Approach. Inquiry. 2015;52:1-5. Li H, Dong S. Measuring and Benchmarking Technical Efficiency of Public Hospitals in Tianjin, China: A Bootstrap-Data Envelopment Analysis Approach. Inquiry. 2015;52:1-5.
7.
go back to reference Kirigia JM, Emrouznejad A, Cassoma B, Asbu EZ, Barry S. A performance assessment method for hospitals: the case of municipal hospitals in Angola. J Med Syst. 2008;32:509–19.CrossRefPubMed Kirigia JM, Emrouznejad A, Cassoma B, Asbu EZ, Barry S. A performance assessment method for hospitals: the case of municipal hospitals in Angola. J Med Syst. 2008;32:509–19.CrossRefPubMed
8.
go back to reference Eriksson T, Pan J, Qin X. The intergenerational inequality of health in China. China Econ Rev. 2014;31:392–409.CrossRef Eriksson T, Pan J, Qin X. The intergenerational inequality of health in China. China Econ Rev. 2014;31:392–409.CrossRef
9.
go back to reference Charnes A, Cooper W, Lewin AY, Seiford LM. Data envelopment analysis theory, methodology and applications. J Oper Res Soc. 1997;48:332–3.CrossRef Charnes A, Cooper W, Lewin AY, Seiford LM. Data envelopment analysis theory, methodology and applications. J Oper Res Soc. 1997;48:332–3.CrossRef
10.
go back to reference O’Neill L, Rauner M, Heidenberger K, Kraus M. A cross-national comparison and taxonomy of DEA-based hospital efficiency studies. Socioecon Plann Sci. 2008;42:158–89.CrossRef O’Neill L, Rauner M, Heidenberger K, Kraus M. A cross-national comparison and taxonomy of DEA-based hospital efficiency studies. Socioecon Plann Sci. 2008;42:158–89.CrossRef
11.
go back to reference Samut PK, Cafrı R. Analysis of the efficiency determinants of health systems in OECD Countries by DEA and panel tobit. Soc Indic Res. 2015;1–20. Samut PK, Cafrı R. Analysis of the efficiency determinants of health systems in OECD Countries by DEA and panel tobit. Soc Indic Res. 2015;1–20.
12.
go back to reference Zhang L, Wang Z, Qian D, Ni J. Effects of changes in health insurance reimbursement level on outpatient service utilization of rural diabetics: evidence from Jiangsu Province. China BMC Health Services Research. 2014;14:185.CrossRefPubMed Zhang L, Wang Z, Qian D, Ni J. Effects of changes in health insurance reimbursement level on outpatient service utilization of rural diabetics: evidence from Jiangsu Province. China BMC Health Services Research. 2014;14:185.CrossRefPubMed
13.
go back to reference Staat M. Efficiency of hospitals in Germany: a DEA-bootstrap approach. Appl Econ. 2006;38:2255–63.CrossRef Staat M. Efficiency of hospitals in Germany: a DEA-bootstrap approach. Appl Econ. 2006;38:2255–63.CrossRef
14.
go back to reference Osei D, D'Almeida S, George MO, Kirigia JM, Mensah AO, Kainyu LH. Technical efficiency of public district hospitals and health centres in Ghana: a pilot study. Cost Effectiveness and Resource Allocation. 2005;3:9.CrossRefPubMedPubMedCentral Osei D, D'Almeida S, George MO, Kirigia JM, Mensah AO, Kainyu LH. Technical efficiency of public district hospitals and health centres in Ghana: a pilot study. Cost Effectiveness and Resource Allocation. 2005;3:9.CrossRefPubMedPubMedCentral
15.
go back to reference Färe R, Grosskopf S, Norris M. Productivity growth, technical progress, and efficiency change in industrialized countries: reply. Am Econ Rev. 1994;87:1040–4. Färe R, Grosskopf S, Norris M. Productivity growth, technical progress, and efficiency change in industrialized countries: reply. Am Econ Rev. 1994;87:1040–4.
16.
go back to reference Färe R, Grosskopf S, Lindgren B, Roos P. Productivity changes in Swedish pharamacies 1980–1989: A non-parametric Malmquist approach. J Prod Anal. 1992;3:85–101.CrossRef Färe R, Grosskopf S, Lindgren B, Roos P. Productivity changes in Swedish pharamacies 1980–1989: A non-parametric Malmquist approach. J Prod Anal. 1992;3:85–101.CrossRef
17.
go back to reference Fare R, Grosskopf S, Weber WL. Measuring school district performance. Public Finance Review. 1989;17:409–28.CrossRef Fare R, Grosskopf S, Weber WL. Measuring school district performance. Public Finance Review. 1989;17:409–28.CrossRef
18.
go back to reference Cullinane K, Wang TF, Song DW, Ji P. The technical efficiency of container ports: Comparing data envelopment analysis and stochastic frontier analysis. Transportation Research Part A Policy and Practice. 2006;40:354-74. Cullinane K, Wang TF, Song DW, Ji P. The technical efficiency of container ports: Comparing data envelopment analysis and stochastic frontier analysis. Transportation Research Part A Policy and Practice. 2006;40:354-74.
19.
go back to reference Färe R, Grosskopf S, Yaisawarng S, Li SK, Wang Z. Productivity growth in Illinois electric utilities ☆. Resources & Energy. 1990;12:383–98.CrossRef Färe R, Grosskopf S, Yaisawarng S, Li SK, Wang Z. Productivity growth in Illinois electric utilities ☆. Resources & Energy. 1990;12:383–98.CrossRef
20.
go back to reference Wagstaff A, Yip W, Lindelow M, Hsiao WC. China's health system and its reform: a review of recent studies. Health Econ. 2009;18:S7.CrossRefPubMed Wagstaff A, Yip W, Lindelow M, Hsiao WC. China's health system and its reform: a review of recent studies. Health Econ. 2009;18:S7.CrossRefPubMed
21.
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
22.
go back to reference Linna M. Health care financing reform and the productivity change in Finnish hospitals. J Health Care Finance. 2000;26:83.PubMed Linna M. Health care financing reform and the productivity change in Finnish hospitals. J Health Care Finance. 2000;26:83.PubMed
23.
go back to reference Gannon B. Testing for variation in technical efficiency of hospitals in Ireland. Papers. 2005;36:273–94. Gannon B. Testing for variation in technical efficiency of hospitals in Ireland. Papers. 2005;36:273–94.
24.
go back to reference Sommersguter-Reichmann M. The impact of the Austrian hospital financing reform on hospital productivity: empirical evidence on efficiency and technology changes using a non-parametric input-based Malmquist approach. Health Care Manag Sci. 2000;3:309–21.CrossRefPubMed Sommersguter-Reichmann M. The impact of the Austrian hospital financing reform on hospital productivity: empirical evidence on efficiency and technology changes using a non-parametric input-based Malmquist approach. Health Care Manag Sci. 2000;3:309–21.CrossRefPubMed
25.
go back to reference Hofmarcher MM, Paterson I, Riedel M. Measuring hospital efficiency in Austria--a DEA approach. Health Care Manag Sci. 2002;5:7–14.CrossRefPubMed Hofmarcher MM, Paterson I, Riedel M. Measuring hospital efficiency in Austria--a DEA approach. Health Care Manag Sci. 2002;5:7–14.CrossRefPubMed
26.
go back to reference Pilyavsky AI, Aaronson WE, Bernet PM, Rosko MD, Valdmanis VG, Golubchikov MV. East-west: does it make a difference to hospital efficiencies in Ukraine? Health Econ. 2006;15:1173–86.CrossRefPubMed Pilyavsky AI, Aaronson WE, Bernet PM, Rosko MD, Valdmanis VG, Golubchikov MV. East-west: does it make a difference to hospital efficiencies in Ukraine? Health Econ. 2006;15:1173–86.CrossRefPubMed
27.
go back to reference Fang CL, Guan XL, Lu SS, Min Z, Yu D. Input–Output Efficiency of Urban Agglomerations in China: An Application of Data Envelopment Analysis (DEA). Urban Stud. 2013;50:2766–90.CrossRef Fang CL, Guan XL, Lu SS, Min Z, Yu D. Input–Output Efficiency of Urban Agglomerations in China: An Application of Data Envelopment Analysis (DEA). Urban Stud. 2013;50:2766–90.CrossRef
28.
go back to reference Cheng G, Zervopoulos PD. Estimating the technical efficiency of health care systems: A cross-country comparison using the directional distance function. Eur J Oper Res. 2014;238:899–910.CrossRef Cheng G, Zervopoulos PD. Estimating the technical efficiency of health care systems: A cross-country comparison using the directional distance function. Eur J Oper Res. 2014;238:899–910.CrossRef
29.
go back to reference Zhang P. The evaluation of health resources allocation efficiency of Jiangsu province. Value Engineering. 2012. Zhang P. The evaluation of health resources allocation efficiency of Jiangsu province. Value Engineering. 2012.
30.
go back to reference Guo M, Li B, Zhang Z, Wu S, Song J. Efficiency evaluation for allocating community-based health services. Comput Ind Eng. 2013;65:395–401.CrossRef Guo M, Li B, Zhang Z, Wu S, Song J. Efficiency evaluation for allocating community-based health services. Comput Ind Eng. 2013;65:395–401.CrossRef
31.
go back to reference Herd R, Hu YW, Koen V. Improving China's health care system. Oecd Economics Department Working Papers. 2010. Herd R, Hu YW, Koen V. Improving China's health care system. Oecd Economics Department Working Papers. 2010.
Metadata
Title
Towards an equitable healthcare in China: evaluating the productive efficiency of community health centers in Jiangsu Province
Authors
Lulin Zhou
Xinglong Xu
Henry Asante Antwi
Linna Wang
Publication date
01-12-2017
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2017
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-017-0586-y

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