A system dynamics model for planning and evaluating shifts in health services: The case of cardiac catheterisation procedures in the NHS.

The shift in the balance between the primary, secondary and tertiary levels of the National Health Service is an established trend in health care. This has been motivated by various factors, including the desire to improve access to services. However, service shifts can stimulate further demand and thus undermine efforts to improve services overall. There is a need for "joined-up thinking" in respect of service shifts since existing analyses have been limited to isolated parts of the system, and little attention has been given to the actual mechanisms of the feedback or knock-on effects. The model-based methodology of system dynamics could be useful as it is designed for the study of the connections between different parts of systems and feedback effects. This thesis assesses the usefulness of system dynamics as a planning and evaluation tool for service shifts. A case study approach is followed, based upon a shift in cardiac catheterisation services from the established tertiary level to the secondary level involving three hospitals in England. The factors involved in service shifts are described, and the processes and causative forces at play across the different health service boundaries are captured by means of the system dynamics-based model procedure. The study reveals several interacting feedback mechanisms underlying changes in demand. It also demonstrates that by understanding the feedback structure, "joined-up solutions to joined-up problems" may be designed. For example, a more effective policy would be the service shift (to improve access) combined with the use of clinical guidelines (to suppress demand) and with changes to the forces that drive activity rates (to ensure that both the average waiting time and the waiting list length are controlled), In feedback terms, using clinical guidelines weakens existing feedback mechanisms whilst changing the forces that drive activity rates creates new feedback mechanisms.

[1]  E. S. Savas,et al.  Simulation and Cost-Effectiveness Analysis of New York's Emergency Ambulance Service , 1969 .

[2]  P G Bolger,et al.  Simulation model for planning renal services in a district health authority. , 1992, BMJ.

[3]  D. Worthington Hospital Waiting List Management Models , 1991 .

[4]  A. Detsky,et al.  A clinician's guide to cost-effectiveness analysis. , 1990, Annals of internal medicine.

[5]  P Miller,et al.  Measuring progress towards a primary care-led NHS. , 1999, The British journal of general practice : the journal of the Royal College of General Practitioners.

[6]  J P Kassirer,et al.  Adding insult to injury. Usurping patients' prerogatives. , 1983, The New England journal of medicine.

[7]  J Moore,et al.  Why are we waiting? , 1984, Nursing times.

[8]  S Petrou,et al.  The QALY: a guide for the public health physician. , 1993, Public Health.

[9]  R Beech,et al.  Economic consequences of early inpatient discharge to community-based rehabilitation for stroke in an inner-London teaching hospital. , 1999, Stroke.

[10]  Dineli R Mather A simulation model of the spread of Hepatitis C within a closed cohort , 2000, J. Oper. Res. Soc..

[11]  M J Goldacre,et al.  Waiting list dynamics and the impact of earmarked funding , 1995, BMJ.

[12]  J. B. Gregg,et al.  DEPARTMENT OF HEALTH. , 1910, California state journal of medicine.

[13]  Paul I. Feder TIMS Studies in the Management Sciences, Vol. 15: Management of Research and Innovation , 1981 .

[14]  F Fry,et al.  Waiting in the surgery. , 1994, Australian family physician.

[15]  A Harrison,et al.  Can the NHS cope in future? , 1997, BMJ.

[16]  M. B. Dumas Hospital bed utilization: an implemented simulation approach to adjusting and maintaining appropriate levels. , 1985, Health Services Research.

[17]  Begoña González-Busto,et al.  Waiting lists in Spanish public hospitals: a system dynamics approach , 1999 .

[18]  Paul Shekelle,et al.  Nurse-led telephone-advice lines , 1999, The Lancet.

[19]  N. Edwards,et al.  Managing demand for secondary care services: the changing context , 1998 .

[20]  J. Warden New cover for NHS negligence claims , 1995 .

[21]  J. S. Dodge,et al.  Introducing a Community Health Center at Mosgiel, New Zealand: Effects on Use of the Hospital Accident and Emergency (A & E) Department , 1983, Medical care.

[22]  Peter Checkland,et al.  Systems Thinking, Systems Practice , 1981 .

[23]  A H Crisp,et al.  Uncertainty is an important symptom in patients awaiting revascularisation procedures. , 1996, Heart.

[24]  D J Hunter,et al.  Managed care: origins, principles, and evolution , 1997, BMJ.

[25]  B Lown,et al.  Results of a second-opinion trial among patients recommended for coronary angiography. , 1992, JAMA.

[26]  J. Bittl,et al.  Advances in coronary angioplasty. , 1996, The New England journal of medicine.

[27]  A. Bryman The debate about quantitative and qualitative research: A question of method or epistemology? , 1984 .

[28]  Duncan Boldy,et al.  A Review of the Application of Mathematical Programming to Tactical and Strategic Health and Social Services Problems , 1976 .

[29]  N Edwards The Growth in Emergency Admissions — A Challenge for Health Services Research , 1996, Journal of health services research & policy.

[30]  R J Maxwell,et al.  Quality assessment in health. , 1984, British medical journal.

[31]  A Coulter,et al.  Managing demand at the interface between primary and secondary care , 1998, BMJ.

[32]  Arlene Fink,et al.  Indications for Selected Medical and Surgical Procedures - A Literature Review and Ratings of Appropriateness , 1986 .

[33]  Paul Keys,et al.  System dynamics as a systems-based problem-solving methodology , 1990 .

[34]  G.e. Shuttleworth Mentally Deficient Children , 1916, The Indian Medical Gazette.

[35]  Sean Boyle,et al.  The supertanker's not for turning , 1997, The Lancet.

[36]  P. Helliwell,et al.  Comparison of a community clinic with a hospital out-patient clinic in rheumatology. , 1996, British journal of rheumatology.

[37]  P. Mullen,et al.  Waiting Lists in the Post-Review NHS , 1994, Health services management research.

[38]  Ray J. Paul,et al.  Computer Simulation and Modelling , 1987 .

[39]  R C Leinbach,et al.  Surgery in the Treatment of Coronary Artery Disease. , 1975, Postgraduate medicine.

[40]  A J Hosios,et al.  Experi-mental: a simulation of the distribution of services to mentally deficient children. , 1977, Behavioral science.

[41]  Peter C Smith,et al.  Towards a macro model of National Health Service waiting lists , 1999 .

[42]  A Harris,et al.  Specialist outreach clinics , 1994, BMJ.

[43]  J. Homer,et al.  A dynamic model for analyzing the emergence of new medical technologies , 1983 .

[44]  Economic evaluation bibliography. , 1992, Health economics.

[45]  D P de Bono,et al.  A prioritisation system for elective coronary angiography , 1998, Heart.

[46]  Anthony Harrison Making the right connections in modernisation , 2001 .

[47]  H. Simon Rational Decision Making in Business Organizations , 1978 .

[48]  D Wilkin,et al.  Specialist outreach clinics in general practice , 1994, BMJ.

[49]  D Kromhout,et al.  Task Force of the European Society of Cardiology on Cardiovascular Mortality and Morbidity Statistics in Europe , 1997 .

[50]  A Scott,et al.  Increased general practice workload due to a primary care led National Health Service: the need for evidence to support rhetoric. , 1998, The British journal of general practice : the journal of the Royal College of General Practitioners.

[51]  P Selby,et al.  Benefits from specialised cancer care , 1996, The Lancet.

[52]  J R Hampton,et al.  Variations in the use of coronary arteriography in the UK: the RITA trial coronary arteriogram register. , 1995, QJM : monthly journal of the Association of Physicians.

[53]  M A Hlatky,et al.  Variation among hospitals in coronary-angiography practices and outcomes after myocardial infarction in a large health maintenance organization. , 1996, The New England journal of medicine.

[54]  A O Frank,et al.  Oman: leaping across the centuries. , 1988, BMJ.

[55]  A Gruntzig,et al.  Transluminal dilatation of coronary-artery stenosis. , 1978, Lancet.

[56]  Eyitayo Lambo,et al.  An Optimization-Simulation Model of a Rural Health Center in Nigeria , 1983 .

[57]  E Glucksman,et al.  Primary care in the accident and emergency department: II. comparison of general practitioners and hospital doctors , 1995, BMJ.

[58]  Michael Pidd,et al.  Computer Simulation in Management Science (3rd Edition) , 1998 .

[59]  P Mills Should coronary angiography be performed in district hospitals? , 1990, British heart journal.

[60]  James L. Ritchie-Dunham,et al.  Evaluating epidemic intervention policies with systems thinking: a case study of dengue fever in Mexico , 1999 .

[61]  D A Clark,et al.  Guidelines for the performance of outpatient catheterization and angiographic procedures. , 1992, Catheterization and cardiovascular diagnosis.

[62]  Jay W. Forrester,et al.  System dynamics, systems thinking, and soft OR , 1994 .

[63]  R. Magno,et al.  Coronary heart disease , 1957 .

[64]  Clive Richards EVALUATING THE NHS REFORMS. , 1995 .

[65]  A. Hopkins,et al.  The Investigation and Management of Stable Angina , 1993, Journal of the Royal College of Physicians of London.

[66]  D. Gunnell,et al.  The invasive management of angina: issues for consumers and commissioners. , 1995, Journal of epidemiology and community health.

[67]  R H Brook,et al.  Appropriateness: the next frontier , 1994, BMJ.

[68]  R Beech,et al.  Constraints on innovatory practice: the case of day surgery in the NHS. , 1992, The International journal of health planning and management.

[69]  J. D. Johannes,et al.  Systems Simulation: The Art and Science , 1975, IEEE Transactions on Systems, Man, and Cybernetics.

[70]  J. Homer,et al.  Toward a dynamic theory of antibiotic resistance , 2000 .

[71]  John T. Blake,et al.  An Analysis Of Emergency Room Wait Time Issues Via Computer Simulation , 1996 .

[72]  Sheldon Howard Jacobson,et al.  Application of discrete-event simulation in health care clinics: A survey , 1999, J. Oper. Res. Soc..

[73]  Steve Iliffe,et al.  Innovations in services and the appliance of science , 1995, BMJ.

[74]  M. D. Joy,et al.  Health service costs of coronary angioplasty and coronary artery bypass surgery: the Randomised Intervention Treatment of Angina (RITA) trial , 1994, The Lancet.

[75]  Ray Robinson,et al.  Economic Evaluation and Health Care Cost-benefit analysis , 2006 .

[76]  B. Hillman,et al.  Frequency and Costs of Diagnostic Imaging in Office Practice‐A Comparison of Self‐Referring and Radiologist‐Referring Physicians , 1990, The New England journal of medicine.

[77]  Stephen D. Roberts,et al.  Simulation of medical decisions: Applications of SLN , 1984 .

[78]  F T Hull,et al.  Coronary artery surgery. , 1973, The New Zealand medical journal.

[79]  Robert G. Evans,et al.  Why Are Some People Healthy and Others Not? The Determinants of Health of Populations , 1994 .

[80]  L. Goldman,et al.  Forecasting coronary heart disease incidence, mortality, and cost: the Coronary Heart Disease Policy Model. , 1987, American journal of public health.

[81]  N. Repenning,et al.  Unanticipated side effects of successful quality programs: exploring a paradox of organizational improvement , 1997 .

[82]  M A Fitzpatrick Audit of prioritisation for coronary revascularisation procedures: implications for rationing. , 1992, The New Zealand medical journal.

[83]  N. K. Kwak,et al.  Simulating the use of space in a hospital surgical suite , 1975 .

[84]  Jo Lenaghan,et al.  Rationing and Rights in Health Care , 1996 .

[85]  Ruth Davies,et al.  The growing need for renal services , 1995 .

[86]  R Robinson,et al.  Economic evaluation and health care. What does it mean? , 1993, BMJ.

[87]  R. Brook,et al.  Audit of coronary angiography and bypass surgery , 1990, The Lancet.

[88]  A Basinski,et al.  Assessment of priority for coronary revascularisation procedures , 1990, The Lancet.

[89]  J. Milner Fothergill The Treatment of Heart Disease , 1872, Edinburgh medical journal.

[90]  Michael Drummond,et al.  Making decisions about health technologies: a cost-effectiveness perspective , 1994 .

[91]  John D. Sterman,et al.  Learning in and about complex systems , 1994 .

[92]  David N. Ford,et al.  Mental models concepts for system dynamics research , 1998 .

[93]  I. Kristiansen,et al.  Radiology services for remote communities: cost minimisation study of telemedicine , 1996, BMJ.

[94]  J M Potter,et al.  Effect on a Geriatric Service of Opening a 25-Bed Ward on the District General Hospital Site: An Audit , 1990, Journal of the Royal College of Physicians of London.

[95]  Rogelio Oliva,et al.  Maps and models in system dynamics: a response to Coyle , 2001, System Dynamics Review.

[96]  H. Igor Ansoff,et al.  An Appreciation of Industrial Dynamics , 1968 .

[97]  G Vafidis,et al.  Investigation of benefits and costs of an ophthalmic outreach clinic in general practice. , 1995, The British journal of general practice : the journal of the Royal College of General Practitioners.

[98]  G. Royston,et al.  Using system dynamics to help develop and implement policies and programmes in health care in England , 1999 .

[99]  J O Sundin,et al.  Assessing quality of care. , 2000, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[100]  Brian Dangerfield,et al.  System dynamics applications to European health care issues , 1999, J. Oper. Res. Soc..

[101]  N. Black,et al.  Impact of the 1991 NHS reforms on the availability and use of coronary revascularisation in the UK (1987–1995) , 1996, Heart.

[102]  Mike Wright,et al.  The application of a surgical bed simulation model , 1987 .

[103]  C. Hine,et al.  Do Community Hospitals Reduce the Use of District General Hospital Inpatient beds? , 1996, Journal of the Royal Society of Medicine.

[104]  J Hutton,et al.  Economic evaluation of healthcare: a half-way technology. , 1994, Health economics.

[105]  Ruth Davies,et al.  Using simulation modelling for evaluating screening services for diabetic retinopathy , 2000, J. Oper. Res. Soc..

[106]  Greg J. Scholl Benchmarking the system dynamics community , 1992 .

[107]  Kirk R. Karwan,et al.  An Integrative Model-Based Approach to Hospital Layout , 1992 .

[108]  Jay W. Forrester,et al.  Industrial Dynamics---After the First Decade , 1968 .

[109]  G. Goldberg,et al.  Health Survey for England: Cardiovascular Disease ’98 , 2000 .

[110]  D de Bono Development and future of open access echocardiography. , 1998, Hospital medicine.

[111]  N. Black,et al.  Dissecting a Waiting List , 1991, Health services management research.

[112]  R Beech Using operational research modelling to improve the provision of health services: the case of DNA technology. , 1995, International journal of epidemiology.

[113]  J Coast,et al.  Better out than in? Alternatives to acute hospital care , 1999, BMJ.

[114]  R. Mulgan,et al.  The coronary bypass waiting list: a social evaluation. , 1990, The New Zealand medical journal.

[115]  D J Gunnell,et al.  Variation in purchasing for the invasive management of coronary heart disease. , 1996, Public health.

[116]  Michael Drummond,et al.  Principles of economic appraisal in health care , 1980 .

[117]  Giorgio Romanin-Jacur,et al.  Optimal planning of a pediatric semi-intensive care unit via simulation , 1987 .

[118]  Trevor A Sheldon,et al.  Concentration and choice in the provision of hospital services. Summary Report , 1997 .

[119]  E. J. Sondik,et al.  Modelling the dynamics of decision-making for emerging medical technologies , 1984 .

[120]  D Hodgkin,et al.  Specialized service offerings and patients' choice of hospital: the case of cardiac catheterization. , 1996, Journal of health economics.

[121]  General Medical Services Committee , 1953, British medical journal.

[122]  HighWire Press,et al.  Epidemiology and community health , 1979 .

[123]  H. Sokolski Wrong Target , 2002 .

[124]  R. Beaglehole,et al.  International trends in coronary heart disease mortality, morbidity, and risk factors. , 1990, Epidemiologic reviews.

[125]  Barbara Starfield,et al.  Is primary care essential? , 1994, The Lancet.

[126]  J R Wilkinson,et al.  The future of fundholding , 1995, BMJ.