Investigation of the Impact of the Massachusetts Health Care Reform on Hospital Costs and Quality of Care

In 2006, the Massachusetts legislature passed a landmark health care reform bill (the Reform) that has served as a model for the national health care reform. By aiming to provide “access to affordable, quality, accountable health care,” the goals of this reform were to reduce the number of uninsured Massachusetts residents while containing the growth of health care costs and improving the quality of health care services. The current paper examines the impact of the Reform on the quality of care in addition to hospital costs simultaneously from a perspective of efficiency analysis. We develop an integer-valued non-radial Russell data envelopment analysis (DEA) model, which is unit variant and calculate the hospitals’ efficiency directly. However, the proposed integer-valued model is non-linear. The current paper thus transforms this model into a parametric integer linear programming. We develop a method to derive its optimal solutions. We then use the new DEA model to calculate and compare the efficiency scores of hospitals in Massachusetts and Connecticut pre- and post-Reform. The analysis shows that the Reform has achieved its cost containment and quality improvement goals at the same time. These analyses provide potentially useful information to hospital regulators and government regulators, especially in light of the national interest on health care legislation.

[1]  G. D. Ferrier,et al.  Do mergers improve hospital productivity? , 2004, J. Oper. Res. Soc..

[2]  J. M. Harris,et al.  Do mergers enhance the performance of hospital efficiency? , 2000, J. Oper. Res. Soc..

[3]  Kwang-Soo Lee,et al.  Information system integration and technical efficiency in urban hospitals , 2003 .

[4]  Ranjani Krishnan,et al.  The Influence of Institutional Constraints on Outsourcing , 2010 .

[5]  Joe Zhu,et al.  Incorporating health outcomes in Pennsylvania hospital efficiency: an additive super-efficiency DEA approach , 2014, Ann. Oper. Res..

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

[7]  Jeffrey P Harrison,et al.  The Improving Efficiency Frontier of Religious Not-for-Profit Hospitals , 2006, Hospital topics.

[8]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[9]  H. Sherman Hospital Efficiency Measurement and Evaluation: Empirical Test of a New Technique , 1984, Medical care.

[10]  C. Cowan,et al.  Health spending growth slows in 2003. , 2005, Health affairs.

[11]  Jeffrey P. Harrison,et al.  Efficiency of Federal Hospitals in the United States , 2004, Journal of Medical Systems.

[12]  Shawna Grosskopf,et al.  The effects of teaching on hospital productivity , 2001 .

[13]  Timo Kuosmanen,et al.  Theory of integer-valued data envelopment analysis , 2009, Eur. J. Oper. Res..

[14]  Shawna Grosskopf,et al.  Competitive effects on teaching hospitals , 2004, Eur. J. Oper. Res..

[15]  T. J. Mathews,et al.  Recent trends in infant mortality in the United States. , 2008, NCHS data brief.

[16]  Jesús T. Pastor,et al.  An enhanced DEA Russell graph efficiency measure , 1999, Eur. J. Oper. Res..

[17]  Liam O'Neill,et al.  Multifactor efficiency in Data Envelopment Analysis with an application to urban hospitals , 1998, Health care management science.

[18]  B. Hollingsworth,et al.  Efficiency measurement of health care: a review of non‐parametric methods and applications , 1999, Health care management science.

[19]  E. John Orav,et al.  Measuring Efficiency: The Association Of Hospital Costs And Quality Of Care Are the goals of quality improvement and cost reduction complementary to or in competition with one another? , 2009 .

[20]  Yaw M. Mensah,et al.  Accounting issues in health care , 2000 .

[21]  Joe Zhu,et al.  Data envelopment analysis: Prior to choosing a model , 2014 .