The efficiency of provincial government health care expenditure after China’s new health care reform

References

• Jun, Y. 2016. A rearch on the reform of chinese basic medical and healthcare system [D]. Beijing, China: Suzhou University.
   Google Scholar
• Min, L., and Z. Xinzhu. 2012. The dynamic efficiency and convergence of china government health investment-based on modified malmquist index method. Soft Science 26: 50–56.
   Google Scholar
• Gong, G., Y. Chen, H. Gao, D. Su, and J. Chang. 2020. Has the efficiency of china’s healthcare system improved after healthcare reform? A network data envelopment analysis and tobit regression approach. International Journal of Environmental Research and Public Health 16(3).
   Web of Science ®Google Scholar
• Li, Q., L. Tian, X. Jing, X. Chen, J. Li, H. Chen. 2020. Efficiency and scale effect of county public hospitals in Shandong Province, China: A cross-sectional study. BMJ Open 10(6): e035703–e035703. doi:10.1136/bmjopen-2019-035703
   PubMed Web of Science ®Google Scholar
• Xu, M., L. Shan, H. Zhong, Y. Li, and X. An. 2020. Evaluation of the scientific research efficiency of 100 tertiary hospitals and the influencing factors analysis based on Bootstrap DEA- OLS model. Chinese Journal of Hospital Administration 35: 141–45.
   Google Scholar
• Liu, J., B. He, X. Xu, L. Zhou, J. Li, G. Wang, Y. Chen. 2020. Determinants of efficiency growth of county-level public hospitals-evidence from Chongqing, China. Bmc Health Services Research 19(1),249–265.
   Web of Science ®Google Scholar
• Wang, W., and T. Chen. 2020. Efficiency evaluation and influencing factor analysis of China’s public cultural services based on a super-efficiency slacks-based measure model. Sustainability 12(8): 3146. doi:10.3390/su12083146.
   Google Scholar
• Berger, M., M. Sommersguter-Reichmann, and T. Czypionka. 2020. Determinants of soft budget constraints: How public debt affects hospital performance in Austria. Social Science & Medicine 249: 112855. doi:10.1016/j.socscimed.2020.112855.
   PubMed Web of Science ®Google Scholar
• Babalola, T.K., and I. Moodley. 2020. Technical efficiency and productivity of public district hospitals in KwaZulu-Natal province, South Africa. Journal of Public Health Research 9: 47–56. doi:10.4081/jphr.2020.1741.
   Web of Science ®Google Scholar
• Munuswamy, S.V.B., and P.S. Lokachari. 2020. Health management information systems in public hospitals of Tamil Nadu. India: Productivity Analysis Using Malmquist Index, 9.
   Google Scholar
• Hadad, S., Y. Hadad, and T. Simon-Tuval. 2013. Determinants of healthcare system’s efficiency in OECD countries. The European Journal of Health Economics 14: 253–65. doi:10.1007/s10198-011-0366-3.
   PubMed Web of Science ®Google Scholar
• Abolghasem, S., M. Toloo, and S. Amézquita. 2020. Cross-efficiency evaluation in the presence of flexible measures with an application to healthcare systems. Health Care Management Science22: 512–533. doi:10.1007/s10729-019-09478-0.
   Google Scholar
• Vargas, B.A., H. Fang, J. Garza, O. Carter-Pokras, S.P. Wallace, J.A. Rizzo, A.N. Ortega, et al. 2012. Variations in healthcare access and utilization among Mexican immigrants: The role of documentation status. Journal of Immigrant and Minority Health 14(1): 146–55. doi:10.1007/s10903-010-9406-9
   PubMed Web of Science ®Google Scholar
• Weatherall, J., J. Simonsen, and B.L. Odlaug. 2020. The relative efficiency of schizophrenia health care systems: An international comparison using data envelopment analysis. Journal of Medical Economics 23(10): 1186–1192. doi:10.1080/13696998.2020.1786393.
   PubMed Web of Science ®Google Scholar
• Qian, Z.-W., G.-S. Wan, X.-L. Du, Y.-F. Shi, and G. Huang. 2018. Performance evaluation of digital marketing in health care industry with the application of data envelopment analysis. Revista De Cercetare Si Interventie Sociala 60: 39–50.
   Web of Science ®Google Scholar
• Top, M., M. Konca, and B. Sapaz. 2020. Technical efficiency of healthcare systems in African countries: An application based on data envelopment analysis. Health Policy and Technology 9: 62–68. doi:10.1016/j.hlpt.2019.11.010.
   Web of Science ®Google Scholar
• Matranga, D., and F. Sapienza. 2015. Congestion analysis to evaluate the efficiency and appropriateness of hospitals in Sicily. Health Policy 119: 324–32. doi:10.1016/j.healthpol.2014.12.012.
   PubMed Web of Science ®Google Scholar
• Kounetas, K., and F. Papathanassopoulos. 2013. How efficient are Greek hospitals? A case study using a double bootstrap DEA approach. The European Journal of Health Economics 14: 979–94. doi:10.1007/s10198-012-0446-z.
   PubMed Web of Science ®Google Scholar
• Yusefzadeh, H., H. Ghaderi, R. Bagherzade, and M. Barouni. 2013. The efficiency and budgeting of public hospitals: Case study of Iran. Iranian Red Crescent Medical Journal 15: 393–99. doi:10.5812/ircmj.4742.
   PubMed Web of Science ®Google Scholar
• Hadad, S.Y., T. Simon-Tuval, and T. Simon-Tuval. 2013. Determinants of healthcare system’s efficiency in OECD countries. European Journal of Health Economics 14(2): 253–65.
   PubMed Web of Science ®Google Scholar
• Ferruccio, P., S. Dionne, Valerio, L. Kringos, A. Romaniello, A. Lazzari, W. Ricciardi, et al. 2012. The measurement of relative efficiency of general practice and the implications for policy maker. Health Policy 107: 258–68. doi:10.1016/j.healthpol.2012.05.005
   PubMed Web of Science ®Google Scholar
• Sheikhzadeh, Y., A.V. Roudsari, R.G. Vahidi, A. Emrouznejad, and S. Dastgiri. 2012. Public and private hospital services reform using data envelopment analysis to measure technical, scale, allocative, and cost efficiencies. Health Promotion Perspectives 14(2).
   Google Scholar
• Varela, P.S., G.D.A. Martins, and F. Lpl. 2010. Production efficiency and financing of public health: An analysis of small municipalities in the state of So Paulo — Brazil. Health Care Management Science 13: 112–23. doi:10.1007/s10729-009-9114-y.
   PubMed Web of Science ®Google Scholar
• Hatam, N. 2008. The role of data envelopment analysis (DEA) pattern in the efficiency of social security hospitals in Iran. Iranian Red Crescent Medical Journal 10: 208–211.
   Web of Science ®Google Scholar
• Linna, M., U. H?Kkinen, and J. Magnussen. 2006. Comparing hospital cost efficiency between Norway and Finland. Health Policy 77: 268–78. doi:10.1016/j.healthpol.2005.07.019.
   PubMed Web of Science ®Google Scholar
• Bannick, R.R., and Y.A. Ozcan. 1995. Efficiency analysis of federally funded hospitals: Comparison of DoD and VA hospitals using data envelopment analysis. Health Services Management Research 8: 73–85. doi:10.1177/095148489500800201.
   PubMedGoogle Scholar
• Kohl, S., J. Schoenfelder, A. Fügener, and J.O. Brunner. 2020. The use of data envelopment analysis (DEA) in healthcare with a focus on hospitals. Health Care Management Science 22: 1–1.
   Web of Science ®Google Scholar
• Ozcan, Y.A. 2014. Health care benchmarking and performance evaluation. Boston, MA: Springer.
   Google Scholar
• Charnes, A., C.T. Clark, C.W. Cooper, and B. Golany. 1984. A developmental study of data envelopment analysis in measuring the efficiency of maintenance units in the U.S. air forces. Annals of Operations Research 2: 95–112. doi:10.1007/BF01874734.
   Google Scholar
• Färe, R., S. Grosskopf, B. Lindgren, and P. Roos. 1992. Productivity changes in Swedish pharamacies 1980–1989: A non-parametric Malmquist approach. Journal of Productivity Analysis 3: 85–101. doi:10.1007/BF00158770.
   Google Scholar
• Charnes, A., W.W. Cooper, and E. Rhodes. 1979. Measuring the efficiency of decision making units. European Journal of Operational Research 2: 429–44. doi:10.1016/0377-2217(78)90138-8.
   Web of Science ®Google Scholar
• Banker, R.D., A. Charnes, and W.W. Cooper. 1984. Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science (Pre-1986) 30(9): 1078. doi:10.1287/mnsc.30.9.1078
   Google Scholar
• Färe, R., S. Grosskopf, M. Norris, and Z. Zhang. 1994. Productivity growth, technical progress, and efficiency change in industrialized countries. The American Economic Review 84(1): 66–83.
   Web of Science ®Google Scholar
• Shiyi, C., and Z. Jun. 2009. Empirical research on fiscal expenditure efficiency of local governments in China: 1978-2005. Social Sciences in China 30: 21–34. doi:10.1080/02529200902981103.
   Google Scholar
• Moran, V., and R. Jacobs. 2013. An international comparison of efficiency of inpatient mental health care systems. Health Policy 112: 88–99. doi:10.1016/j.healthpol.2013.06.011.
   PubMed Web of Science ®Google Scholar
• Medin, E., K.S. Anthun, U. Häkkinen, S.A.C. Kittelsen, M. Linna, J. Magnussen, K. Olsen, et al. 2011. Cost efficiency of university hospitals in the Nordic countries: A cross-country analysis. European Journal of Health Economics 12: 509–19. doi:10.1007/s10198-010-0263-1
   PubMed Web of Science ®Google Scholar
• Wang, Y., Q. Meng, and H. Wang. 2015. Medical service efficiency of public county traditional Chinese medicine hospitals and its influencing factors in Shandong province. China Journal of Public Health 31: 706–09.
   Google Scholar
• Wagstaff, A., W. Yip, M. Lindelow, and W.C. Hsiao. 2010. China’s health system and its reform: A review of recent studies. Health Economics 18: S7–S23. doi:10.1002/hec.1518.
   Web of Science ®Google Scholar
• Sajadi, H.S., Z. Goodarzi, A. Takian, E. Mohamadi, A. Olyaeemanesh, F. Hosseinzadeh Lotfi, H. Sharafi, et al. 2020. Assessing the efficiency of Iran health system in making progress towards universal health coverage: A comparative panel data analysis. Cost Effectiveness and Resource Allocation 18(1). doi:10.1186/s12962-020-00215-x
   PubMed Web of Science ®Google Scholar
• Garcia-Cornejo, B., and J.A. Perez-Mendez. 2020. Influence of cost systems on efficiency. An analysis of Spanish hospitals using public national databases. Revista De Contabilidad-Spanish Accounting Review 23: 249–62. doi:10.6018/rcsar.365031.
   Web of Science ®Google Scholar
• Gai, R.Y., C.C. Zhou, L.Z. Xu, M. Zhu, and W. Tang. 2010. Health resource allocation and productive efficiency of Chinese county hospitals: Data from 1993 to 2005. Bioscience Trends 4: 218.
   PubMed Web of Science ®Google Scholar
• Luis Franco-Miguel, J., and C. Fullana-Belda. 2020. Influence of the management models based on public-private collaboration in the technical and research efficiency of hospitals of the public health system. Revista De Contabilidad-Spanish Accounting Review 23: 50–63. doi:10.6018/rcsar.389261.
   Web of Science ®Google Scholar
• Yingying, X., and L. Yong. 2020. Influencing factors and countermeasures of medical treatment choice in outpatients of Jiangsu Province. Chinese Journal of Drug Evaluation 36: 411–15.
   Google Scholar
• Castaldo, A., M.A. Antonelli, V.D. Bonis, and G. Marini. 2020. Determinants of health sector efficiency: Evidence from a two-step analysis on 30 OECD countries. Economics Bulletin 40: 1651–1666.
   Web of Science ®Google Scholar
• Huawei, H., and M. Yanqing. 2010. An empirical study on local government health expenditure efficiency accounting and influencing factors: A DEA-Tobit analysis based on panel data of 31 provinces in China. Finance Research 5: 16–40.
   Google Scholar
• Philip, G., M. Panayiotis, W. Robert. 1999. Public Sector Technical Inefficiency in Large U.S. Cities. Journal of Urban Economics46(2),  278–299.
   Google Scholar
• Athanassopoulos, T. 1998. Assessing aggregate cost efficiency and the related policy implications for greek local municipalities. INFOR: Information Systems and Operational Research 36.
   Google Scholar
• DeBorger, B., and K. Kerstens. 1996. Cost efficiency of Belgian local governments: A comparative analysis of FDH, DEA, and econometric approaches. Regional Science and Urban Economics 26: 145–70. doi:10.1016/0166-0462(95)02127-2.
   Web of Science ®Google Scholar
• Ghose, A., and S. Das. 2013. Government size and economic growth in emerging market economies: A panel co-integration approach. Macroeconomics and Finance in Emerging Market Economies 6(1): 14–38. doi:10.1080/17520843.2012.697075
   Google Scholar
• Goyal, A., J. Cherian, G.B. Das, S. Hansakul, V. Santiprabhob, and P. Wolff. 2012. Panel: Asian financial integration. Macroeconomics and Finance in Emerging Market Economies 5(2): 297–305. doi:10.1080/17520843.2012.699897
   Google Scholar