Technical efficiency of public district hospitals in Madhya Pradesh, India: a data envelopment analysis

References

• Planning Commission Government of India. Faster, sustainable and more inclusive growth: an approach to twelfth five year plan (draft). 2011; New Delhi: Planning Commission, Government of India.
   Google Scholar
• Kirigia J, Sambo L, Scheel H. Technical efficiency of public clinics in Kwa-Zulu Natal province of South Africa. East Afr Med J. 2001; 78: S1–13. [PubMed Abstract].
   Google Scholar
• Kirigia J, Emrouznejad A, Sambo L, Munguti N, Liambila W. Using data envelopment analysis to measure the technical efficiency of public health centers in Kenya. J Med Syst. 2004; 28: 155–66. [PubMed Abstract].
   Google Scholar
• Kirigia J , Emrouznejad A , Gama Vaz R , Bastiene H , Padayachy J . A comparative assessment of performance and productivity of health centres in Seychelles. Int J Prod Perform Manag. 2008; 57: 72–92.
   Google Scholar
• Akazili J, Adjuik M, Jehu-Appiah C, Zere E. Using data envelopment analysis to measure the extent of technical efficiency of public health centres in Ghana. BMC Int Health Hum Rights. 2008; 8: 11. [PubMed Abstract] [PubMed CentralFull Text].
   Google Scholar
• Osei D, d'Almeida S, George M, Kirigia J, Mensah A, Kainyu L. Technical efficiency of public district hospitals and health centres in Ghana: a pilot study. Cost Eff Resour Alloc. 2005; 3: 9. [PubMed Abstract] [PubMed CentralFull Text].
   Google Scholar
• Zere E, Mbeeli T, Shangula K, Mandlhate C, Mutirua K, Tjivambi B, etal. Technical efficiency of district hospitals: evidence from Namibia using data envelopment analysis. Cost Eff Resour Alloc. 2006; 4: 5. [PubMed Abstract] [PubMed CentralFull Text].
   Google Scholar
• Guven-Uslu P , Linh P . Effects of changes in public policy on efficiency and productivity of general hospitals in Vietnam. 2008; University of East Anglia, Norwich: Center for Competition Policy.
   Google Scholar
• Renner A, Kirigia J, Zere E, Barry S, Kirigia D, Kamara C, etal. Technical efficiency of peripheral health units in Pujehun district of Sierra Leone: a DEA application. BMC Health Serv Res. 2005; 5: 7. [PubMed Abstract].
   Google Scholar
• Borden JP . An assessment of the impact of Diagnosis-Related Group (DRG)-based reimbursement on the technical efficiency of New Jersey hospitals using data envelopment analysis. J Account Publ Pol. 1988; 7: 77–86.
   Web of Science ®Google Scholar
• Lopez-Valcarcel BG , Perez PB . Changes in the efficiency of Spanish public hospitals after the introduction of program-contracts. Invest Econ. 1996; 20: 377–402.
   Google Scholar
• Chang HH. Determinants of hospital efficiency: the case of central government-owned hospitals in Taiwan. Int J Manag Sci. 1998; 26: 307–17.
   Google Scholar
• Chern JY, Wan TTH. The impact of the prospective payment system on the technical efficiency of hospitals. J Med Syst. 2000; 24: 159–72. [PubMed Abstract].
   Google Scholar
• Chu HL, Liu SZ, Romeis JC. Does capitated contracting improve efficiency? Evidence from California hospitals. Health Care Manage Rev. 2004; 29: 344–52. [PubMed Abstract].
   Google Scholar
• Biørn E , Hagen TP , Iversen T , Magnussen J . The effect of activity-based financing on hospital efficiency: a panel data analysis of DEA efficiency scores 1992–2000. Health Care Manag Sci. 2003; 6: 271–83.
   PubMedGoogle Scholar
• Ersoy E, Kavuncubasi S, Ozcan YA, Harris JM II. Technical efficiency of Turkish hospitals: DEA approach. J Med Syst. 1997; 21: 67–74. [PubMed Abstract].
   Google Scholar
• Bhat R , Verma BB , Reuben E . Hospital efficiency: an empirical analysis of district hospitals and grant in aid hospitals in Gujarat. J Health Manag. 2001; 3: 167–97.
   Google Scholar
• Dash U , Vaishnavi S , Muraleedharan V , Acharya D . Benchmarking the performance of public hospitals in Tamilnadu: an application of data envelopment analysis. J Health Manag. 2007; 9: 59–74.
   Google Scholar
• Dash U . Evaluating the comparative performance of district head quarters hospitals, 2002–07: a non-parametric Malmquist approach. 2009; Mumbai, India: Indira Gandhi Institute of Development Research (IGIDR).
   Google Scholar
• Shetty U , Pakkala TPM . Technical efficiencies of healthcare system in major states of India: an application of NP-RDM of DEA formulation. J Health Manag. 2010; 4: 501–18.
   Google Scholar
• Hollingsworth B, Dawson PJ, Maniadakis N. Efficiency measurement of health care: a review of non-parametric methods and applications. Health Care Manag Sci. 1999; 2: 161–72. [PubMed Abstract].
   Google Scholar
• Hollingsworth B. Non-parametric and parametric applications measuring efficiency in health care. Health Care Manag Sci. 2003; 6: 203–18. [PubMed Abstract].
   Google Scholar
• O'Neil L , Rauner M , Heidenberger K , Kraus M . A cross-national comparison and taxonomy of DEA-based hospital efficiency studies. Soc Econ Plann Sci. 2008; 42: 158–89.
   Google Scholar
• Worthington AC. Frontier efficiency measurement in health care: a review of empirical techniques and selected applications. Med Care Res Rev. 2004; 61: 135–70. [PubMed Abstract].
   Google Scholar
• Registrar General of India. Sample registration system-bulletin on maternal mortality in India 2007–2009. 2011; New Delhi: Office of Registrar General of India.
   Google Scholar
• Department of Public Health and Family Welfare—Government of Madhya Pradesh. National rural health mission-state project implementation plan. 2010; Bhopal: Department of Public Health & Family Welfare, Government of Madhya Pradesh.
   Google Scholar
• Registrar General of India. Census of India. 2011—provisional population totals, Madhya Pradesh. 2011; Bhopal: Directorate of Census Operations, Madhya Pradesh.
   Google Scholar
• National Sample Survey Organisation. Consumer expenditure, employment–unemployment survey 61st round, 2004–05. 2007; New Delhi: National Sample Survey Organisation, Ministry of Statistics and Programme Implementation, Government of India.
   Google Scholar
• Ministry of Health & Family Welfare—Government of India. Rural health care system in India. 2011; New Delhi: Ministry of Health & Family Welfare, Government of India.
   Google Scholar
• Ministry of Health & Family Welfare—Government of India. Bulletin on rural health statistics in India 2010. 2011; New Delhi: Ministry of Health & Family Welfare, Government of India.
   Google Scholar
• Department of Public Health & Family Welfare—Government of Madhya Pradesh. Health institutions in Madhya Pradesh—2010. 2010; Bhopal: Department of Public Health & Family Welfare, Government of Madhya Pradesh.
   Google Scholar
• Skinner J. What do stochastic frontier cost functions tell us about inefficiency?. J Health Econ. 1994; 13: 323–8. [PubMed Abstract].
   Google Scholar
• Jacobs R , Smith P , Street A . Measuring efficiency in health care: analytic techniques and health policy. 2006; Cambridge: Cambridge University Press.
   Google Scholar
• Valdmanis V, Kumarnayake L, Lertiendumrong J. Capacity in Thai public hospitals and the production of care for poor and nonpoor patients. Health Serv Res. 2004; 39: 2117–34. [PubMed Abstract] [PubMed CentralFull Text].
   Google Scholar
• Charnes A , Cooper WW , Rhodes E . Measuring of efficiency of decision making units. Eur J Oper Res. 1978; 2: 424–9.
   Web of Science ®Google Scholar
• Banker RD , Charnes A , Cooper WW . Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manag Sci. 1984; 30: 1078–92.
   Web of Science ®Google Scholar
• Farrell MJ . The measurement of productive efficiency. J Roy Stat Soc A. 1957; 120: 253–90.
   Web of Science ®Google Scholar
• Coelli T , Rao D , Battese G . An introduction to efficiency and productivity analysis. 2005; London: Kluwer Academic Publishers.
   Google Scholar
• Grosskopf S, Valdmanis V. Measuring hospital performance: a non-parametric approach. J Health Econ. 1987; 6: 89–107. [PubMed Abstract].
   Google Scholar
• Sebastian M , Lemma H . Efficiency of the health extension programme in Tigray. Ethiopia: a data envelopment analysism BMC Int Health Hum Rights. 2010; 10: 16.
   Web of Science ®Google Scholar
• Coelli T . A guide to DEAP version 2.1: a data envelopment analysis (computer) program. CEPA working paper 96/08. 1996; Armidale, Australia: Center for Efficiency and productivity Analysis, Department of Econometrics, University of New England.
   Google Scholar
• Efron B . The jackknife, the bootstrap and other resampling plans. 1982; Philadelphia: Society for Industrial and Applied Mathematics.
   Google Scholar
• Magnussen J. Efficiency measurement and the operationalization of hospital production. Health Serv Res. 1996; 31: 21–37. [PubMed Abstract] [PubMed CentralFull Text].
   Google Scholar
• Afzali HHA, Moss JR, Mahmood MA. Exploring health professionals’ perspectives on factors affecting Iranian hospital efficiency and suggestions for improvement. Int J Health Plann Manage. 2011; 26: e17–29. [PubMed Abstract].
   Google Scholar