Use of queue modelling in the analysis of elective patient treatment governed by a maximum waiting time policy

Many public healthcare systems struggle with excessive waiting lists for elective patient treatment. Different countries address this problem in different ways, and one interesting method entails a maximum waiting time guarantee. Introduced in Denmark in 2002, it entitles patients to treatment at a private hospital in Denmark or at a hospital abroad if the public healthcare system is unable to provide treatment within the stated maximum waiting time guarantee. Although clearly very attractive in some respects, many stakeholders have been very concerned about the negative consequences of the policy on the utilization of public hospital resources. This paper illustrates the use of a queue modelling approach in the analysis of elective patient treatment governed by the maximum waiting time policy. Drawing upon the combined strengths of analytic and simulation approaches we develop both Continuous-Time Markov Chain and Discrete Event Simulation models, to provide an insightful analysis of the public hospital performance under the policy rules. The aim of this paper is to support the enhancement of the quality of elective patient care, to be brought about by better understanding of the policy implications by hospital planners and strategic decision makers.

[1]  M. Wiley,et al.  The Irish health system: developments in strategy, structure, funding and delivery since 1980. , 2005, Health economics.

[2]  M Hanning,et al.  Maximum waiting time - a threat to clinical freedom? Implementation of a policy to reduce waiting times. , 2000, Health policy.

[3]  Janet E. Williams,et al.  Modelling activities at a neurological rehabilitation unit , 2013, Eur. J. Oper. Res..

[4]  William J. Stewart,et al.  Probability, Markov Chains, Queues, and Simulation: The Mathematical Basis of Performance Modeling , 2009 .

[5]  C. M. Lindsay,et al.  Rationing by waiting lists. , 1984, The American economic review.

[6]  Ulrika Winblad,et al.  Patient reactions to hospital choice in Norway, Denmark, and Sweden , 2007, Health Economics, Policy and Law.

[7]  Harry G. Perros,et al.  An approximate analysis of open tandem queueing networks with blocking and general service times , 1990 .

[8]  Tayfur M. Altiok,et al.  Approximate analysis of exponential tandem queues with blocking , 1982 .

[9]  Kut C. So,et al.  Performance bounds on multiserver exponential tandem queues with finite buffers , 1992 .

[10]  Tayfur Altiok,et al.  Approximate Analysis of Queues in Series with Phase-Type Service Times and Blocking , 1989, Oper. Res..

[11]  David A. Stanford,et al.  A queuing model to address waiting time inconsistency in solid-organ transplantation , 2014 .

[12]  M Johannesson,et al.  Time spent on waiting lists for medical care: an insurance approach. , 1998, Journal of health economics.

[13]  John T. Blake,et al.  A comprehensive simulation for wait time reduction and capacity planning applied in general surgery , 2007, Health care management science.

[14]  Vincent A. Knight,et al.  Modelling patient choice in healthcare systems: development and application of a discrete event simulation with agent-based decision making , 2012, J. Simulation.

[15]  John Goddard,et al.  Efficiency and welfare implications of managed public sector hospital waiting lists , 2008, Eur. J. Oper. Res..

[16]  Harry G. Perros,et al.  Approximate analysis of open networks of queues with blocking: Tandem configurations , 1986, IEEE Transactions on Software Engineering.

[17]  René Bekker,et al.  Scheduling admissions and reducing variability in bed demand , 2011, Health care management science.

[18]  D J Worthington,et al.  Queueing Models for Hospital Waiting Lists , 1987, The Journal of the Operational Research Society.

[19]  H I Karlberg,et al.  The unethical focus on access: A study of medical ethics and the waiting-time guarantee , 2009, Scandinavian journal of public health.

[20]  Ivo J. B. F. Adan,et al.  Approximate analysis of single-server tandem queues with finite buffers , 2011, Annals of Operations Research.

[21]  Ivo J. B. F. Adan,et al.  Developing a platform for comparison of hospital admission systems: An illustration , 2007, Eur. J. Oper. Res..

[22]  Jeremy Hurst,et al.  Tackling excessive waiting times for elective surgery: a comparative analysis of policies in 12 OECD countries. , 2005, Health policy.

[23]  Mickael Bech,et al.  The Danish health care system: evolution--not revolution--in a decentralized system. , 2005, Health Economics.

[24]  M Hanning Maximum waiting-time guarantee--an attempt to reduce waiting lists in Sweden. , 1996, Health policy.

[25]  Xiaoye S. Li,et al.  An overview of SuperLU: Algorithms, implementation, and user interface , 2003, TOMS.

[26]  Paul R. Harper,et al.  Selfish routing in public services , 2013, Eur. J. Oper. Res..

[27]  Bernard F. Lamond,et al.  Simple Bounds for Finite Single-Server Exponential Tandem Queues , 1988, Oper. Res..