Has the National Health Insurance Scheme improved hospital efficiency in Taiwan? Identifying factors that affects its efficiency

Striking a balance between containing costs and improving the quality of healthcare is an important issue. In this paper, we used Data Envelopment Analysis (DEA) with variable returns-to-scale to evaluate improvements in healthcare efficiency in terms of cost (input) and quality (output) in Taipei hospitals from 1989 to 2001. We also adopted Tobit regression analysis to determine which factors were the major determinants of efficiency during the study period. Our findings showed that efficiency did not improve after the implementation of the National Health Insurance (NHI) Program. The factors that affected efficiency included the proportion of elderly patients, competition, average Length of Stay (LOS), the adoption of new technologies and the number of beds (scale). The increase in the number of elderly covered by the NHI scheme compared to previous schemes, the increase in the average LOS and inefficient usage of beds were the major factors responsible for the decline in hospital efficiency. Our primary suggestions are to enhance efficiency and cost-effectiveness for the provided healthcare, and as such: (1) the government should expand health promotion and disease prevention programs for the elderly; and (2) hospital managers should reduce the average length of stay and force to the efficient usage of beds.   Key words: Hospital efficiency, determinants of efficiency, cost, quality.

[1]  Hsihui Chang,et al.  Determinants of Hospital Efficiency: the Case of Central Government-owned Hospitals in Taiwan , 1998 .

[2]  Bernard Friedman,et al.  Factors associated with high-quality/low-cost hospital performance. , 2006, Journal of health care finance.

[3]  A. Charnes,et al.  Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .

[4]  E. Litvak,et al.  Cost and quality under managed care: irreconcilable differences? , 2000, The American journal of managed care.

[5]  Eric T. Bradlow,et al.  Relationship between Medicare's hospital compare performance measures and mortality rates. , 2006, JAMA.

[6]  N Ikegami,et al.  Long-term care insurance comes to Japan. , 2000, Health affairs.

[7]  Hsien-Tang Tsai,et al.  Application of a single sampling plan for auditing medical-claim payments made by Taiwan National Health Insurance. , 2004, Health policy.

[8]  Eric T. Bradlow,et al.  Hospital performance measures and quality of care. , 2008, LDI issue brief.

[9]  E John Orav,et al.  The inverse relationship between mortality rates and performance in the Hospital Quality Alliance measures. , 2007, Health affairs.

[10]  A. Clarke Length of in-hospital stay and its relationship to quality of care , 2002, Quality & safety in health care.

[11]  Kuo-Piao Chung,et al.  Hospital quality information for patients in Taiwan: can they understand it? , 2002, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[12]  W. Hsiao,et al.  Does universal health insurance make health care unaffordable? Lessons from Taiwan. , 2003, Health affairs.

[13]  Hsuan-Lien Chu,et al.  The Initial Effects of Physician Compensation Programs in Taiwan Hospitals: Implications for Staff Model HMOs , 2003, Health care management science.

[14]  Shelby D. Hunt,et al.  The Resource-Advantage Theory of Competition , 2005 .

[15]  Richard B Siegrist,et al.  Exploring the relationship between inpatient hospital costs and quality of care. , 2003, The American journal of managed care.

[16]  Hsihui Chang,et al.  Health care regulation and the operating efficiency of hospitals: Evidence from Taiwan , 2004 .

[17]  L. Aiken,et al.  Hospital staffing, organization, and quality of care: Cross-national findings. , 2002, Nursing outlook.

[18]  Simon Burgess,et al.  Does competition between hospitals improve the quality of care?: Hospital death rates and the NHS internal market , 2004 .

[19]  K. Davis,et al.  Physicians' views on quality of care: a five-country comparison. , 2001, Health affairs.

[20]  M. Escobar,et al.  The use of the Tobit model for analyzing measures of health status , 2004, Quality of Life Research.

[21]  Tsung-Mei Cheng Taiwan's new national health insurance program: genesis and experience so far. , 2003, Health affairs.

[22]  John Nixon,et al.  The relationship between health care expenditure and health outcomes , 2006, The European Journal of Health Economics.

[23]  Alastair Gray,et al.  Time to death and health expenditure: an improved model for the impact of demographic change on health care costs. , 2004, Age and ageing.

[24]  J. Hammitt,et al.  NATIONAL HEALTH INSURANCE AND TECHNOLOGY ADOPTION: EVIDENCE FROM TAIWAN , 2004 .

[25]  Mireille M Goetghebeur,et al.  Understanding the underlying drivers of inpatient cost growth: a literature review. , 2003, American Journal of Managed Care.

[26]  Melanie L. Lenard,et al.  A Two-Model Approach to Measuring Operating and Quality Efficiency with DEA , 2007, INFOR Inf. Syst. Oper. Res..

[27]  M. Brownell,et al.  Variation in length of stay as a measure of efficiency in Manitoba hospitals. , 1995, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[28]  Daniel G Shimshak,et al.  Incorporating Quality into Data Envelopment Analysis of Nursing Home Performance: A Case Study. , 2009, Omega.

[29]  N. McKay,et al.  Cost inefficiency and mortality rates in Florida hospitals. , 2006, Health economics.

[30]  R. J. Vogel Health care finance: by Robert J. Buchanan. Heath, Lexington, MA, 1981. 174 pp. $23.95 , 1983 .

[31]  P. Chi,et al.  Medical Utilization and Health Expenditure of the Elderly in Taiwan , 1999 .

[32]  Donald H. Taylor,et al.  Does Higher Hospital Cost Imply Higher Quality of Care? , 2003, Review of Economics and Statistics.

[33]  H. Boshuizen,et al.  Avoidable mortality in Europe (1980–1997): a comparison of trends , 2004, Journal of Epidemiology and Community Health.

[34]  S. O’Connor,et al.  Regulatory Effects in Health Care , 2000, Health marketing quarterly.

[35]  N. Rice,et al.  Does health care spending improve health outcomes? Evidence from English programme budgeting data. , 2008, Journal of health economics.

[36]  D. Tennyson,et al.  Does System Membership Enhance Financial Performance in Hospitals? , 2000, Medical care research and review : MCRR.

[37]  Eric T. Bradlow,et al.  Does hospital performance on process measures directly measure high quality care or is it a marker of unmeasured care? , 2007, Health services research.

[38]  M. Mccue,et al.  Association of market, mission, operational, and financial factors with hospitals' level of cash and security investments. , 2000, Inquiry : a journal of medical care organization, provision and financing.

[39]  J Hurst,et al.  Health spending and outcomes: trends in OECD countries, 1960-1998. , 2000, Health affairs.

[40]  J F Burgess,et al.  On measuring the hospital cost/quality trade-off. , 1999, Health economics.

[41]  Jung-Hua Hung,et al.  Has cost containment after the National Health Insurance system been successful? Determinants of Taiwan hospital costs. , 2008, Health policy.

[42]  Hsihui Chang,et al.  Hospital ownership and operating efficiency: Evidence from Taiwan , 2004, Eur. J. Oper. Res..

[43]  S. Palmer,et al.  Definitions of efficiency , 1999, BMJ.

[44]  The impact of HMO and hospital competition on hospital costs. , 2005, Journal of health care finance.

[45]  Yu-Chu Shen,et al.  The effect of financial pressure on the quality of care in hospitals. , 2003, Journal of health economics.

[46]  M. Fine,et al.  Racial differences in 30-day mortality for pulmonary embolism. , 2006, American journal of public health.

[47]  L. Donaldson The Contingency Theory of Organizations , 2001 .