An examination of competition and efficiency for hospital industry in Turkey

The two particular reforms that have been undertaken under the Health Transformation Program in Turkey are enhancing efficiency and increasing competition. However, there is a lack of information about the relationship between competition and hospital efficiency. The purpose of this paper is to analyze the effect of competition on technical efficiency for the hospital industry in Turkey. The target population included all public and private general hospitals that were open in 2010 in Turkey (n = 1,224). From these, 1,103 hospitals met the selection criteria and were included in the study. Data were obtained from the Turkish Statistical Institute, the Ministry of Health, and through a field survey. Technical efficiency of hospitals was estimated using Data Envelopment Analysis with five outputs and five inputs. The intensity of competition among hospitals was measured by objective and subjective measures. Objective competition was measured using the Hirschman-Herfindahl Index, and subjective competition was measured based on the perceptions of top level hospital managers. Multivariate Tobit regression was used to investigate the relationship between competition and efficiency while controlling the effects of demand and supply characteristics of the market and the hospital traits. Efficiency results showed that 17 % of hospitals were technically efficient. Regression analyses portrayed that the degree of competition among general hospitals did not have a statistically significant relationship with hospitals’ technical efficiency. To conclude, hospital efficiency in Turkey does not seem to be affected by the intensity of competition among hospitals.

[1]  M. Rosko Cost efficiency of US hospitals: a stochastic frontier approach. , 2001, Health economics.

[2]  Yasar A. Ozcan,et al.  Efficiency of hospital service production in local markets: The balance sheet of U.S. medical armament , 1995 .

[3]  The relationship of hospital structural and financial characteristics to mortality and length of stay in acute myocardial infarction patients. , 1998, Outcomes management for nursing practice.

[4]  V. Valdmanis,et al.  Is more better? An analysis of hospital outcomes and efficiency with a DEA model of output congestion , 2008, Health care management science.

[5]  K. Safavi Paying for efficiency. , 2006, Journal of healthcare management / American College of Healthcare Executives.

[6]  Yasar A Ozcan,et al.  A national study of efficiency for dialysis centers: an examination of market competition and facility characteristics for production of multiple dialysis outputs. , 2002, Health services research.

[7]  K. Clarkson,et al.  Industrial Organization: Theory, Evidence and Public Policy , 1981 .

[8]  Yasar A. Ozcan,et al.  A new examination of hospital performance after healthcare reform in Turkey: sensitivity and quality comparisons , 2014 .

[9]  A. Gauthier,et al.  Defining competition in markets: why and how? , 1998, Health services research.

[10]  M. Rosko,et al.  Impact of HMO Penetration and Other Environmental Factors on Hospital X-Inefficiency , 2001, Medical care research and review : MCRR.

[11]  H. Leibenstein Competition and X-Efficiency: Reply , 1973, Journal of Political Economy.

[12]  J S Zinn,et al.  Resource dependence and institutional elements in nursing home TQM adoption. , 1998, Health services research.

[13]  Y A Ozcan,et al.  A national study of the efficiency of hospitals in urban markets. , 1993, Health services research.

[14]  Yasar A. Ozcan,et al.  Technical Efficiencies of Turkish Hospitals: DEA Approach , 1997, Journal of Medical Systems.

[15]  James C. Robinson,et al.  The impact of hospital market structure on patient volume, average length of stay, and the cost of care. , 1985, Journal of health economics.

[16]  Elena Tanfani,et al.  Assessment of physician performance for diabetes: a bias-corrected data envelopment analysis model. , 2013, Quality in primary care.

[17]  S. Shortell,et al.  The effects of hospital ownership on nontraditional services. , 1986, Health affairs.

[18]  Yasar A. Ozcan,et al.  Health Care Benchmarking and Performance Evaluation: An Assessment Using Data Envelopment Analysis (DEA) , 2007 .

[19]  Ismet Sahin,et al.  Assessment of hospital efficiency under health transformation program in Turkey , 2011, Central Eur. J. Oper. Res..

[20]  A. Donabedian The quality of care. How can it be assessed? , 1988, JAMA.

[21]  D Draper,et al.  Hospital characteristics and quality of care. , 1992, JAMA.

[22]  T. Chiang,et al.  Hospital competition and inpatient services efficiency in Taiwan: a longitudinal study. , 2011, Health economics.

[23]  V. Valdmanis,et al.  Hospital quality, efficiency, and input slack differentials. , 2008, Health services research.

[24]  M. Schlesinger,et al.  Competition, ownership, and access to hospital services. Evidence from psychiatric hospitals. , 1997, Medical care.

[25]  H. Tuckman,et al.  Cost convergence between for-profit and not-for-profit nursing homes: does competition matter? , 1988, The Quarterly review of economics and business.

[26]  R. Mutter,et al.  The Effects of Hospital Competition on Inpatient Quality of Care , 2008, Inquiry : a journal of medical care organization, provision and financing.

[27]  William W. Cooper,et al.  Introduction to Data Envelopment Analysis and Its Uses: With Dea-Solver Software and References , 2005 .

[28]  P. Koning,et al.  The effect of competition on process and outcome quality of hospital care: An empirical analysis for the Netherlands , 2010 .

[29]  Paul L. Joskow,et al.  Digitized by the Internet Archive in 2011 with Funding from Boston Library Consortium Iviember Libraries Working Paper Department of Economics the Effects of Competition and Regulation on Hospital Bed Supply and the Reservation Quality of the Hospital , 2022 .

[30]  Yasar A. Ozcan,et al.  Public Sector Hospital Efficiency for Provincial Markets in Turkey , 2000, Journal of Medical Systems.

[31]  Yasar A. Ozcan,et al.  Data Envelopment Analysis Comparison of Hospital Efficiency and Quality , 2008, Journal of Medical Systems.

[32]  Y A Ozcan,et al.  Ownership and Organizational Performance: A Comparison of Technical Efficiency Across Hospital Types , 1992, Medical care.

[33]  E B Keeler,et al.  The changing effects of competition on non-profit and for-profit hospital pricing behavior. , 1999, Journal of health economics.

[34]  J. Zwanziger,et al.  HMO penetration, competition, and risk-adjusted hospital mortality. , 2001, Health services research.

[35]  H Shelton Brown,et al.  Managed care and technical efficiency. , 2003, Health economics.

[36]  Zuckerman Hs Multi-institutional systems: promise and performance. , 1979 .

[37]  Kathleen Carey,et al.  A Panel Data Design for Estimation of Hospital Cost Functions , 1997, Review of Economics and Statistics.

[38]  M. Rosko Performance of U.S. Teaching Hospitals: A Panel Analysis of Cost Inefficiency , 2004, Health care management science.

[39]  Yasar A. Ozcan,et al.  Performance measurement for radiology providers: a national study , 2014 .

[40]  H. Luft,et al.  COMPETITIVE POTENTIAL OF HOSPITALS AND THEIR NEIGHBORS , 1984 .

[41]  Kankana Mukherjee,et al.  Market Structure and Technical Efficiency in the Hospital Services Industry: A DEA Approach , 2006, Medical care research and review : MCRR.

[42]  R. Hirth Competition between for-Profit and Nonprofit Health Care Providers: Can it Help Achieve Social Goals? , 1997, Medical care research and review : MCRR.

[43]  E. Fisher,et al.  Evaluating the efficiency of california providers in caring for patients with chronic illnesses. , 2005, Health affairs.

[44]  M. Morrisey,et al.  Competition in hospital and health insurance markets: a review and research agenda. , 2001, Health services research.

[45]  E. Biørn,et al.  The Effect of Activity-Based Financing on Hospital Efficiency: A Panel Data Analysis of DEA Efficiency Scores 1992–2000 , 2003, Health care management science.

[46]  T. Agartan Marketization and universalism: Crafting the right balance in the Turkish healthcare system , 2012 .

[47]  R. Hofler,et al.  How reliable are hospital efficiency estimates? Exploiting the dual to homothetic production. , 2001, Health economics.

[48]  L. Baker,et al.  Measuring competition in health care markets. , 2001, Health services research.

[49]  L Cabiedes,et al.  Adopting and adapting managed competition: health care reform in Southern Europe. , 2001, Social science & medicine.

[50]  A. Mcguire,et al.  Does hospital competition improve efficiency? An analysis of the recent market-based reforms to the English NHS , 2010 .

[51]  J. Chilingerian Evaluating physician efficiency in hospitals : a multivariate analysis of best practices , 1995 .