Environmental factors affecting European and Central Asian health-systems’ bias-corrected efficiency

References

• Afonso, A., and M. Aubyn. 2005. “Non-Parametric Approaches to Education and Health Efficiency in OECD Countries.” Journal of Applied Economics 8 (2): 227–246. doi:10.2139/ssrn.498383.
   Web of Science ®Google Scholar
• Afonso, A., and M. Aubyn. 2011. “Assessing Health Efficiency across Countries with a Two-Step and Bootstrap Analysis.” Applied Economics Letters 18 (15): 1427–1430. doi:10.1080/13504851.2010.541149.
   Web of Science ®Google Scholar
• Alexander, C. A., G. Busch, and K. Stringer. 2003. “Implementing and Interpreting a Data Envelopment Analysis Model to Assess the Efficiency of Health Systems in Developing Countries.” Journal of Management Mathematics 14: 49–63. doi:10.1093/imaman/14.1.49.
   Google Scholar
• An, W., and H. Liyang. 2013. “On the Insufficiency of Government Medical and Health Care Expenditure of China: A Stochastic Frontier Analysis Based on Provincial Panel Data.” Research Journal of Applied Sciences, Engineering and Technology 5 (11): 3105–3111. https://doaj.org/article/9d84056e73e143a982c4eea182bf39a4.
   Google Scholar
• Antoñanzas, F., C. A. Juárez-Castelló, and R. Rodríguez-Ibeas. 2016. “Improving Health Care Systems by Building ‘More Europe’.” The European Journal of Health Economics 17: 787–789. doi:10.1007/s10198-016-0791-4.
   PubMed Web of Science ®Google Scholar
• Blank, J. L. T., and V. G. Valdmanis. 2010. “Environmental Factors and Productivity on Dutch Hospitals: A Semi-Parametric Approach.” Health Care Management Science 13 (1): 27–34. doi:10.1007/s10729-009-9104-0.
   PubMed Web of Science ®Google Scholar
• Charnes, A., W. W. Cooper, and E. Rhodes. 1978. “Measuring the Efficiency of Decision-Making Units.” European Journal of Operational Research 2: 429–444. doi:10.1016/0377-2217(78)90138-8.
   Web of Science ®Google Scholar
• Cheng, G., and P. Zervopoulos. 2014. “Estimating the Technical Efficiency of Health Care Systems: A Cross-Country Comparison Using the Directional Distance Function.” European Journal of Operational Research 238 (3): 899–910. doi:10.1016/j.ejor.2014.05.007.
   Web of Science ®Google Scholar
• Debreu, G. 1951. “The Coefficient of Resource Utilization.” Econometrica 19 (3): 273–292. doi:10.2307/1906814.
   Web of Science ®Google Scholar
• Deprins, D., L. Simar, and H. Tulkens. 1984. “Measuring Labour Efficiency in Post Offices.” In The Performance of Public Enterprises: Concepts and Measurement, edited by M. Marchand, P. Pestieau, and H. Tulkens, 10, 234–267. Amsterdam, North-Holland.
   Google Scholar
• Dimas, G., A. Goula, and S. Soulis. 2012. “Productive Performance and Its Components in Greek Public Hospitals.” Operational Research 12 (1): 15–27. doi:10.1007/s12351-010-0082-2.
   Web of Science ®Google Scholar
• EC-MACELI. 2015. Comparative efficiency of health systems, corrected for selected lifestyle factors. European Commission. Ministerie van Volksgezondheid, Welzjin en Sport, Nederland.
   Google Scholar
• Economou, C., and C. Giorno. 2009. “Improving the Performance of the Public Health Care System in Greece.” OECD Economics Department Working Papers, 722. OECD Publishing, Paris.
   Google Scholar
• Farrell, M. J. 1957. “The Measurement of Productive Efficiency.” Journal of the Royal Statistical Society. Series A 120 (3): 253–281. doi:10.2307/2343100.
   Web of Science ®Google Scholar
• Gearhart, R. 2016. “No Theory: An Explanation of the Lack of Consistency in Cross-Country Health Care Comparisons Using Non-Parametric Estimators.” Health Economics Review 6. Advance online publication. doi:10.1186/s13561-016-0118-2.
   PubMed Web of Science ®Google Scholar
• Georgiou, G. 2010. “The Budget of the European Union and Its Contribution to Finance Programmes for Health and Consumer Protection.” European Planning Studies 9 (8): 1031–1038. doi:10.1080/09654310120093331.
   Web of Science ®Google Scholar
• González, E., A. Cárcaba., and J. Ventura. 2010. “Value Efficiency Analysis of Health Systems: Does Public Financing Play a Role?” Journal of Public Health 18: 337–350. doi:10.1007/s10389-009-0311-4.
   Google Scholar
• Greene, W. 2004. “Distinguishing between Heterogeneity and Inefficiency: Stochastic Frontier Analysis of the World Health Organization’s Panel Data on National Health Care Systems.” Health Economics 13: 959–980. doi:10.1002/hec.938.
   PubMed Web of Science ®Google Scholar
• Grosskopf, S., S. Self, and O. Zaim. 2006. “Estimating the Efficiency of the System of Healthcare Financing in Achieving Better Health.” Applied Economics 38: 1477–1488. doi:10.1080/00036840500424798.
   Web of Science ®Google Scholar
• Gupta, S., and M. Verhoeven. 2001. “The Efficiency of Government Expenditure: Experiences from Africa.” Journal of Policy Modeling 23: 433–467. doi:10.1016/S0161-8938(00)00036-3.
   Web of Science ®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 (2): 253–265. doi:10.1007/s10198-011-0366-3.
   PubMed Web of Science ®Google Scholar
• Han, H. W., and Y. Q. Miao. 2010. “Calculation of Local Health Expenditure Efficiencies and Empirical Study on Influencing Factors: DEA-Tobit Analysis Based on Panel Data of 31 Provinces in China.” Journal of Financial Economics 36 (5): 4–16. en.cnki.com.cn/Article_en/CJFDTOTAL-CJYJ201005002.htm.
   Google Scholar
• Hellowell, M. 2013. “PFI Redux? Assessing a New Model for Financing Hospitals.” Health Policy 113 (1–2): 77–85. doi:10.1016/j.healthpol.2013.09.008.
   PubMed Web of Science ®Google Scholar
• Hernández, P., and E. Moral-Benito. 2014. “Determinants of Health-System Efficiency: Evidence from OECD Countries.” International Journal of Health Economics and Management 14: 69–93. doi:10.1007/s10754-013-9140-7.
   Web of Science ®Google Scholar
• Hsu, Y.-C. 2013. “The Efficiency of Government Spending on Health: Evidence from Europe and Central Asia.” The Social Science Journal 50: 665–673. doi:10.1016/j.soscij.2013.09.005.
   Web of Science ®Google Scholar
• Isaacs, S. L., and S. A. Schroeder. 2004. “Class - The Ignored Determinant of the Nation’s Health.” The New England Journal of Medicine 351: 1137–1142. doi:10.1056/NEJMsb040329.
   PubMed Web of Science ®Google Scholar
• Kim, Y., and M. Kang. 2014. “The Measurement of Health Care System Efficiency: Cross-Country Comparison by Geographical Region.” The Korean Journal of Policy Studies 29 (1): 21–44. http://210.101.116.36/EngjournalSearch/ISS_Detail.asp?key=3234965&tname=kiss2002.
   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 (6): 979–994. doi:10.1007/s10198-012-0446-z.
   PubMed Web of Science ®Google Scholar
• Kumbhakar, S. 2010. “Efficiency and Productivity of World Health Systems: Where Does Your Country Stand?” Applied Economics 42: 1641–1659. doi:10.1080/00036840701721588.
   Web of Science ®Google Scholar
• Lantz, P. M., and P. A. Ubel. 2005. “The Use of Life Expectancy in Cancer Screening Guidelines.” Journal of General Internal Medicine 20: 552–553. doi:10.1111/j.1525-1497.2005.41012.x.
   PubMed Web of Science ®Google Scholar
• Li, H., S. P. Dong, and T. F. Liu. 2014. “Relative Efficiency and Productivity: A Preliminary Exploration of Public Hospitals in Beijing, China.” BMC Health Services Research 14: 158. doi:10.1186/1472-6963-14-158.
   PubMed Web of Science ®Google Scholar
• Lindlbauer, I., and J. Schreyögg. 2014. “The Relationship between Hospital Specialization and Hospital Efficiency: Do Different Measures of Specialization Lead to Different Results?” Health Care Management Science 17 (4): 365–378. doi:10.1007/s10729-014-9275-1.
   PubMed Web of Science ®Google Scholar
• Mirzosaid, S. 2011. “Health Expenditure Efficiency in the Commonwealth of Independent States: A Data Envelopment Analysis Approach.” Transition Studies Review 18: 384–404. doi:10.1007/s11300-011-0204-4.
   Google Scholar
• Nedelea, I. N., and J. M. Fannin. 2013. “Analyzing Cost Efficiency of Critical Access Hospitals.” Journal of Policy Modeling 35: 183–195. doi:10.1016/j.jpolmod.2012.10.002.
   Web of Science ®Google Scholar
• Nixon, J., and P. Ulmann. 2006. “The Relationship between Health Care Expenditure and Health Outcomes. Evidence and Caveats for a Causal Link.” The European Journal of Health Economics 7 (1): 7–18. doi:10.1007/s10198-005-0336-8.
   PubMedGoogle Scholar
• Nuti, S., C. Daraio, C. Speroni, and M. Vainieri. 2011. “Relationships between Technical Efficiency and the Quality and Costs of Health Care in Italy.” International Journal for Quality in Health Care 23 (3): 324–330. doi:10.1093/intqhc/mzr005.
   PubMed Web of Science ®Google Scholar
• Oglobin, C. 2011. “Health Care Efficiency across Countries: A Stochastic Frontier Analysis.” Applied Econometrics and International Development 11: 5–14. http://www.usc.es/economet/reviews/aeid1111.pdf.
   Google Scholar
• Pammolli, F., M. Riccaboni, and L. Magazzini. 2012. “The Sustainability of European Health Care Systems: Beyond Income and Aging.” The European Journal of Health Economics 13 (5): 623–634. doi:10.1007/s10198-011-0337-8.
   PubMed Web of Science ®Google Scholar
• Pi-Sunyer, X. 2009. “The Medical Risks of Obesity.” Postgraduate Medicine 121 (6): 21–33. doi:10.3810/pgm.2009.11.2074.
   PubMed Web of Science ®Google Scholar
• Puig-Junoy, J. 1998. “Measuring Health Production Performance in the OECD.” Applied Economics Letters 5: 255–259. doi:10.1080/135048598354933.
   Web of Science ®Google Scholar
• Quaglio, G., T. Karapiperis, L. Van Woensel, E. Arnold, and D. McDaid. 2013. “Austerity and Health in Europe.” Health Policy 113 (1–2): 13–19. doi:10.1016/j.healthpol.2013.09.005.
   PubMed Web of Science ®Google Scholar
• Retzlaff-Roberts, D., C. F. Chan, and R. M. Rubin. 2004. “Technical Efficiency in the Use of Health Care Resources: A Comparison of OECD Countries.” Health Policy 69: 55–72. doi:10.1016/j.healthpol.2003.12.002.
   PubMed Web of Science ®Google Scholar
• Samut, P. K., and R. Cafrı. 2016. “Analysis of the Efficiency Determinants of Health Systems in OECD Countries by DEA and Panel Tobit.” Social Indicators Research 129: 113–132. doi:10.1007/s11205-015-1094-3.
   Web of Science ®Google Scholar
• Saurina, C., L. Vall-Llosera, and M. Saez. 2012. “Factors Determining Access to and Use of Primary Health Care Services in the Girona Health Region (Spain).” The European Journal of Health Economics 13 (4): 419–427. doi:10.1007/s10198-011-0313-3.
   PubMed Web of Science ®Google Scholar
• Schwellnus, C. 2009. “Achieving higher performance: enhancing spending efficiency in health and education in Mexico.” Dissertation, OECD Economics Department.
   Google Scholar
• Shephard, R. W. 1953. Cost and Production Functions. Princeton, N.J., Princeton University Press, 7: 104.
   Google Scholar
• Shephard, R. W. 1970. Theory of Cost and Production Functions. Princeton, N.J., Princeton University Press, 11: 308.
   Google Scholar
• Simar, L., and P. W. Wilson. 1998. “Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models.” Management Science 44 (1): 49–61. doi:10.1287/mnsc.44.1.49.
   Web of Science ®Google Scholar
• Simar, L., and P. W. Wilson. 2007. “Estimation and Inference in Two-Stage, Semi-Parametric Models of Production Processes.” Journal of Econometrics 136 (1): 31–64. doi:10.1016/j.jeconom.2005.07.009.
   Web of Science ®Google Scholar
• Sorenson, C., D. Drummond, and B. Bhuiyan Khan. 2013. “Medical Technology as a Key Driver of Rising Health Expenditure: Disentangling the Relationship.” Clinicoeconomics and Outcomes Research 5: 223–234. doi:10.2147/CEOR.S39634.
   PubMedGoogle Scholar
• Spinks, J., and B. Hollingsworth. 2009. “Cross-Country Comparisons of Technical Efficiency of Health Production: A Demonstration of Pitfalls.” Applied Economics 41: 417–427. doi:10.1080/00036840701604354.
   Web of Science ®Google Scholar
• Van Ineveld, M., J. Van Oostrum, R. Vermeulen, A. Steenhoek, and J. Van De Klundert. 2016. “Productivity and Quality of Dutch Hospitals during System Reform.” Health Care Management Science 19: 279–290. doi:10.1007/s10729-015-9321-7.
   PubMed Web of Science ®Google Scholar
• Varabyova, Y., and J.-M. Müller. 2016. “The Efficiency of Health Care Production in OECD Countries: A Systematic Review and Meta-Analysis of Cross-Country Comparisons.” Health Policy 120 (3): 252–263. doi:10.1016/j.healthpol.2015.12.005.
   PubMed Web of Science ®Google Scholar
• Varela, P. S., G. A. Martins, and L. P. L. Fávero. 2010. “Production Efficiency and Financing of Public Health: An Analysis of Small Municipalities in the State of São Paulo-Brazil.” Health Care Management Science 13: 112–123. doi:10.1007/s10729-009-9114-y.
   PubMed Web of Science ®Google Scholar
• Wheelock, D. C., and P. W. Wilson. 2008. “Non-Parametric, Unconditional Quantile Estimation for Efficiency Analysis with an Application to Federal Reserve Check Processing Operations.” Journal of Econometrics 145 (1–2): 209–225. doi:10.1016/j.jeconom.2008.05.007.
   Web of Science ®Google Scholar
• Wilson, J., J. Graham, and R. MacDonagh. 2004. “Patient Life-Expectancy: A Vital Element in Planning Treatment?” BJU International 93: 461–463. doi:10.1111/j.1464-410X.2003.04650.x.
   PubMed Web of Science ®Google Scholar
• Wranik, D. 2012. “Healthcare Policy Tools as Determinants of Health-System Efficiency: Evidence from the OECD.” Health Economics Policy and Law 7: 197–226. doi:10.1017/S1744133111000211.
   PubMed Web of Science ®Google Scholar
• Zaim, O., R. Färe, and S. Grosskopf. 2001. “An Economic Approach to Achievement and Improvement Indexes.” Social Indicators Research 56: 91–118. doi:10.1023/A:1011837827659.
   Web of Science ®Google Scholar
• Zweifel, P., S. Felder, and M. Meiers. 1999. “Ageing of Population and Health Care Expenditure: A Red Herring?” Health Economics 8: 485–496. doi:10.1002/(SICI)1099-1050(199909)8:6<485::AID-HEC461>3.0.CO;2-4.
   PubMed Web of Science ®Google Scholar