Costs of Stroke Using Patient-Level Data: A Critical Review of the Literature

Background and Purpose— With decision-analytic models becoming more popular to assess the cost-effectiveness of health care interventions, the need for robust estimates on the costs of cerebrovascular disease is paramount. This study reports the results from a literature review of the costs of cerebrovascular diseases, and assesses the quality of the published evidence against a set of defined criteria. Methods— A broad literature search was conducted. Those studies reporting mean/median costs of cerebrovascular diseases derived from patient-level data in a developed country setting were included. Data were abstracted using standardized reporting forms and assessed against 4 predefined criteria: use of adequate methodologies, use of a population-based study, inclusion of premorbid resource use, and reporting of costs by different patient subgroups. Results— A total of 120 cost studies were identified. The cost estimates of stroke were compared by taking into account the effects of inflation and price differentials between countries. Average costs of stroke ranged from $468 to $146 149. Differences in costs were also found within country, with estimates in the USA varying 20-fold. Although the costing methodologies used were generally appropriate, only 5 studies were based on population-based studies, which are the gold standard study design when comparing incidence, outcome, and costs. Conclusions— This review showed large variations in the costs of stroke, mainly attributable to differences in the populations studied, methods, and cost categories included. The wide range of cost estimates could lead to selection bias in secondary health economic analyses, with authors including those costs that are more likely to produce the desired results.

[1]  Consumer Price indices , 2018 .

[2]  Alfred,et al.  Evaluation and Treatment , 2011 .

[3]  C. Caltagirone,et al.  Post-stroke rehabilitation: an economic or medical priority? Current issues and prospects in light of new legislative regulations , 1998, The Italian Journal of Neurological Sciences.

[4]  R. R. Camejo,et al.  Alteplase for the treatment of acute ischaemic stroke: NICE technology appraisal guidance , 2006, Heart.

[5]  A. Hasan,et al.  Organisation for Economic Co-operation and Development , 2007 .

[6]  N. Fong,et al.  Total direct cost, length of hospital stay, institutional discharges and their determinants from rehabilitation settings in stroke patients , 2006, Acta neurologica Scandinavica.

[7]  C. Mihalopoulos,et al.  Economic Evaluation of Australian Stroke Services: A Prospective, Multicenter Study Comparing Dedicated Stroke Units With Other Care Modalities , 2006, Stroke.

[8]  C. Pashos,et al.  Long-Term Cost of Stroke Subtypes among Medicare Beneficiaries , 2006, Cerebrovascular Diseases.

[9]  R. Sacco,et al.  Projected costs of ischemic stroke in the United States , 2006, Neurology.

[10]  J. Menzin,et al.  Predictors of hospital length of stay and cost in patients with intracerebral hemorrhage , 2006, Neurology.

[11]  P. Rothwell,et al.  Population-Based Study of Determinants of Initial Secondary Care Costs of Acute Stroke in the United Kingdom , 2006, Stroke.

[12]  J. Struijs,et al.  Future costs of stroke in the Netherlands: The impact of stroke services , 2006, International Journal of Technology Assessment in Health Care.

[13]  J. Lynn,et al.  Prescription drug spending for Medicare+Choice beneficiaries in the last year of life. , 2006, Journal of palliative medicine.

[14]  J. Caro,et al.  The time course of subsequent hospitalizations and associated costs in survivors of an ischemic stroke in Canada , 2006, BMC Health Services Research.

[15]  J. Staessen,et al.  Progress in cardiovascular diseases: cognitive function in essential hypertension. , 2006, Progress in cardiovascular diseases.

[16]  M. Drummond,et al.  Whither trial-based economic evaluation for health care decision making? , 2006, Health economics.

[17]  Alastair Gray,et al.  Economic burden of cardiovascular diseases in the enlarged European Union. , 2006, European heart journal.

[18]  J. Menzin,et al.  The economic burden of intracerebral hemorrhage: evidence from managed care. , 2006, Managed care interface.

[19]  C. Granger,et al.  Poststroke Rehabilitation: Outcomes and Reimbursement of Inpatient Rehabilitation Facilities and Subacute Rehabilitation Programs , 2006, Stroke.

[20]  K. Bennett,et al.  Factors influencing the costs of emergency medical admissions to an Irish teaching hospital , 2006, The European Journal of Health Economics.

[21]  Alan D. Lopez,et al.  Global and regional burden of disease and risk factors, 2001: systematic analysis of population health data , 2006, The Lancet.

[22]  M Rayner,et al.  Cost of cardiovascular diseases in the United Kingdom , 2006, Heart.

[23]  K. Sunnerhagen,et al.  Effects of day hospital rehabilitation after stroke. , 2006, Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association.

[24]  Bernhard Neundörfer,et al.  Lifetime Cost of Ischemic Stroke in Germany: Results and National Projections From a Population-Based Stroke Registry: The Erlangen Stroke Project , 2006, Stroke.

[25]  G. Rinkel,et al.  Direct Costs of Surgical Clipping and Endovascular Coiling of Unruptured Intracranial Aneurysms , 2006, Cerebrovascular Diseases.

[26]  B. Lindgren,et al.  The cost utility of bupropion in smoking cessation health programs: simulation model results for Sweden. , 2006, Chest.

[27]  G. Iapichino,et al.  Variable costs of ICU patients: a multicenter prospective study , 2006, Intensive Care Medicine.

[28]  P. Wolf,et al.  Heart disease and stroke statistics--2006 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. , 2006, Circulation.

[29]  T. Hedner,et al.  Predictors for high costs of hospital care in elderly hypertensive patients , 2006, Blood pressure.

[30]  V. Raftopoulos,et al.  Informal in-hospital care in a rehabilitation setting in Greece: An estimation of the nursing staff required for substituting this care , 2006, Disability and rehabilitation.

[31]  J. Wasserman,et al.  Medications, Comorbidities, and Medical Complications in Stroke Survivors: The CAReS Study , 2006, Rehabilitation nursing : the official journal of the Association of Rehabilitation Nurses.

[32]  R. Silbergleit,et al.  Economic benefit of increasing utilization of intravenous tissue plasminogen activator for acute ischemic stroke in the United States. , 2005, Stroke.

[33]  E. Taioli,et al.  Analysis of diagnostic procedure costs for cerebrovascular disease admission to a highly specialized hospital , 1991, The Italian Journal of Neurological Sciences.

[34]  K. Lapane,et al.  Did the Introduction of a Prospective Payment System for Nursing Home Stays Reduce the Likelihood of Pharmacological Management of Secondary Ischaemic Stroke? , 2006, Drugs & aging.

[35]  S. Gutnikov,et al.  Population-based study of event-rate, incidence, case fatality, and mortality for all acute vascular events in all arterial territories (Oxford Vascular Study) , 2005, The Lancet.

[36]  A. Villringer,et al.  Medical resource use and costs of health care after acute stroke in Germany , 2005, European journal of neurology.

[37]  J. Mar,et al.  Cost-Effectiveness Analysis of Thrombolytic Treatment for Stroke , 2005, Cerebrovascular Diseases.

[38]  I. Miyai,et al.  Patients with Severe Stroke Benefit Most by Interdisciplinary Rehabilitation Team Approach , 2005, Cerebrovascular Diseases.

[39]  S. Ibayashi,et al.  Hospital cost of ischemic stroke and intracerebral hemorrhage in Japanese stroke centers. , 2005, Health policy.

[40]  S. Willich,et al.  Cost of atherothrombotic diseases—myocardial infarction, ischaemic stroke and peripheral arterial occlusive disease—in Germany , 2005, Journal of Public Health.

[41]  M A Koopmanschap,et al.  Cost-effectiveness of integrated stroke services. , 2005, QJM : monthly journal of the Association of Physicians.

[42]  B. Indredavik,et al.  Early Supported Discharge for Stroke Patients Improves Clinical Outcome. Does It Also Reduce Use of Health Services and Costs? , 2005, Cerebrovascular Diseases.

[43]  C. Gandolfo,et al.  The economic burden of stroke in Italy. The EcLIPSE Study: Economic Longitudinal Incidence-based Project for Stroke Evaluation , 2005, Neurological Sciences.

[44]  J. Olesen,et al.  Cost of disorders of the brain in Europe , 2005, European journal of neurology.

[45]  M. Tymianski,et al.  Analysis of Cost Related to Clinical and Angiographic Outcomes of Aneurysm Patients Enrolled in the International Subarachnoid Aneurysm Trial in a North American Setting , 2005, Neurosurgery.

[46]  J. Caro,et al.  Care needs and economic consequences after acute ischemic stroke: the Erlangen Stroke Project , 2005, European journal of neurology.

[47]  B. Gage,et al.  Costs and effectiveness of ximelagatran for stroke prophylaxis in chronic atrial fibrillation. , 2005, JAMA.

[48]  R. Grieve,et al.  Using multilevel models for assessing the variability of multinational resource use and cost data. , 2005, Health economics.

[49]  C. Blomstrand,et al.  Cognitive Impairment after Stroke – Impact on Activities of Daily Living and Costs of Care for Elderly People , 2005, Cerebrovascular Diseases.

[50]  R. Goeree,et al.  Cost of stroke in Canada: a 1-year prospective study , 2005 .

[51]  V. Hachinski,et al.  Optimizing Discharge Planning: Clinical Predictors of Longer Stay After Recombinant Tissue Plasminogen Activator for Acute Stroke , 2005, Stroke.

[52]  Bruce Brady,et al.  Systematic review of economic evidence on stroke rehabilitation services , 2005, International Journal of Technology Assessment in Health Care.

[53]  P. Sandercock,et al.  What is the best imaging strategy for acute stroke? , 2005, International Journal of Technology Assessment in Health Care.

[54]  M. Burnier,et al.  Cost-Effectiveness of Losartan Versus Atenolol in Treating Hypertension—An Analysis of the LIFE Study from a Swiss Perspective , 2004, Cardiovascular Drugs and Therapy.

[55]  A. Heinemann,et al.  The effect of prospective payment on rehabilitative care. , 2004, Archives of physical medicine and rehabilitation.

[56]  Michelle Brasure,et al.  Physical inactivity: direct cost to a health plan. , 2004, American journal of preventive medicine.

[57]  R. Dodel,et al.  [Costs of stroke unit care in Germany. Resource use and reimbursements by German diagnosis related groups]. , 2004, Der Nervenarzt.

[58]  O. Schöffski,et al.  Kosten der Stroke-Unit-Care in Deutschland , 2004, Der Nervenarzt.

[59]  S. Quaglini,et al.  Economic benefit from clinical practice guideline compliance in stroke patient management. , 2004, Health policy.

[60]  E. Glader,et al.  Cost of stroke in Sweden: An incidence estimate , 2004, International Journal of Technology Assessment in Health Care.

[61]  D. McCaffrey,et al.  Direct Medical Costs Attributable to Acute Myocardial Infarction and Ischemic Stroke in Cohorts with Atherosclerotic Conditions , 2004, Cerebrovascular Diseases.

[62]  D. Tanné,et al.  Prediction of hospital disposition after thrombolysis for acute ischemic stroke using the National Institutes of Health Stroke Scale. , 2004, Archives of neurology.

[63]  H. Bucher,et al.  Cost-effectiveness of ramipril in patients at high risk for cardiovascular events: a Swiss perspective. , 2004, Swiss medical weekly.

[64]  Magdalena Berger,et al.  Using GIS to Profile Health-Care Costs of VA Quality-Enhancement Research Initiative Diseases , 2004, Journal of Medical Systems.

[65]  Naomi S. Bardach,et al.  Regionalization of Treatment for Subarachnoid Hemorrhage: A Cost-Utility Analysis , 2004, Circulation.

[66]  L. Kalra,et al.  Training carers of stroke patients: randomised controlled trial , 2004, BMJ : British Medical Journal.

[67]  L. Kalra,et al.  Training care givers of stroke patients: economic evaluation , 2004, BMJ : British Medical Journal.

[68]  Jeroen N. Struijs,et al.  International Comparison of Stroke Cost Studies , 2004, Stroke.

[69]  J. Suarez,et al.  Effect of human albumin administration on clinical outcome and hospital cost in patients with subarachnoid hemorrhage. , 2004, Journal of neurosurgery.

[70]  C. Anderson,et al.  The Acute Stroke Unit at Middlemore Hospital: an evaluation in its first year of operation. , 2004, The New Zealand medical journal.

[71]  W. Oertel,et al.  Resource utilization and costs of stroke unit care in Germany. , 2004, Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research.

[72]  M. Giroud,et al.  Estimating the Cost-Effectiveness of Stroke Units in France Compared With Conventional Care , 2004, Stroke.

[73]  J. McNeil,et al.  ‘Out of pocket’ costs to stroke patients during the first year after stroke – results from the North East Melbourne Stroke Incidence Study , 2004, Journal of Clinical Neuroscience.

[74]  S. Beard,et al.  Economic modelling of antiplatelet therapy in the secondary prevention of stroke , 2004 .

[75]  C. Pritchard,et al.  Two-year prospective study of psychosocial outcomes and a cost-analysis of 'treatment-as-usual' versus an 'enhanced' (specialist liaison nurse) service for aneurysmal sub arachnoid haemorrhage (ASAH) patients and families , 2004, British journal of neurosurgery.

[76]  Martin Knapp,et al.  Alternative Strategies for Stroke Care: Cost-Effectiveness and Cost-Utility Analyses From a Prospective Randomized Controlled Trial , 2003, Stroke.

[77]  Michael Power,et al.  Randomized Controlled Trial of an Early Discharge Rehabilitation Service: The Belfast Community Stroke Trial , 2003, Stroke.

[78]  Scott D. Ramsey,et al.  Using Generalized Linear Models to Assess Medical Care Costs , 2000, Health Services and Outcomes Research Methodology.

[79]  Thomas Lavergne,et al.  Cost of care distribution in atrial fibrillation patients: the COCAF study , 2004 .

[80]  J. Rejas,et al.  A pharmacoeconomic evaluation of the effects of atorvastatin on early recurrent ischemic events in acute coronary syndromes in Spain , 2004, The European Journal of Health Economics, formerly: HEPAC.

[81]  P. Amarenco,et al.  Costs of Stroke Care according to Handicap Levels and Stroke Subtypes , 2003, Cerebrovascular Diseases.

[82]  A. Abdelhafiz,et al.  Use of resources and cost implications of stroke prophylaxis with warfarin for patients with nonvalvular atrial fibrillation. , 2003, The American journal of geriatric pharmacotherapy.

[83]  Y. Kiyohara,et al.  Analysis of hospital charges for ischemic stroke in Fukuoka, Japan. , 2003, Health policy.

[84]  Eduardo Martínez-Vila,et al.  The Cost of Stroke , 2003, Cerebrovascular Diseases.

[85]  Vikas Agarwal,et al.  A model to aid in the prediction of discharge location for stroke rehabilitation patients. , 2003, Archives of physical medicine and rehabilitation.

[86]  P. Amarenco,et al.  Cost of a recurrent vs. cost of first‐ever stroke over an 18‐month period , 2003, European journal of neurology.

[87]  J. McNeil,et al.  Lifetime Cost of Stroke Subtypes in Australia: Findings From the North East Melbourne Stroke Incidence Study (NEMESIS) , 2003, Stroke.

[88]  D. Menon,et al.  Cost-Effective Outcome for Treating Poor-Grade Subarachnoid Hemorrhage , 2003, Stroke.

[89]  B. Mcgowan,et al.  Cost of treating stroke in an Irish teaching hospital. , 2003, Irish medical journal.

[90]  J. Pryor,et al.  In-hospital morbidity and mortality after endovascular treatment of unruptured intracranial aneurysms in the United States, 1996-2000: effect of hospital and physician volume. , 2003, AJNR. American journal of neuroradiology.

[91]  Morton B. Brown,et al.  The direct medical cost of type 2 diabetes. , 2003, Diabetes care.

[92]  J. Lightwood The economics of smoking and cardiovascular disease. , 2003, Progress in cardiovascular diseases.

[93]  Paul McNamee,et al.  Does an early increased-intensity interdisciplinary upper limb therapy programme following acute stroke improve outcome? , 2003, Clinical rehabilitation.

[94]  Peter M. Rothwell,et al.  Incidence, Risk Factors and Prognosis of Stroke and TIA: The Need for High-Quality, Large-Scale Epidemiological Studies and Meta-Analyses , 2003, Cerebrovascular Diseases.

[95]  M. Rymer,et al.  Assessment of the effect of ramipril therapy on direct health care costs for first and recurrent strokes in high-risk cardiovascular patients using data from the Heart Outcomes Prevention Evaluation (HOPE) study. , 2003, Clinical therapeutics.

[96]  L. Hansson,et al.  Health economics in the Hypertension Optimal Treatment (HOT) study: costs and cost‐effectiveness of intensive blood pressure lowering and low‐dose aspirin in patients with hypertension , 2003, Journal of internal medicine.

[97]  M. Drummond,et al.  HEALTH CARE RESOURCE USE AND STROKE OUTCOME , 2003, International Journal of Technology Assessment in Health Care.

[98]  J. Caro,et al.  Cost of managing complications resulting from type 2 diabetes mellitus in Canada , 2003, BMC health services research.

[99]  H. Yamasaki,et al.  Hospital-Based Study of the Care and Cost of Acute Ischemic Stroke in Japan , 2003, Stroke.

[100]  Eric Latimer,et al.  Costs and Caregiver Consequences of Early Supported Discharge for Stroke Patients , 2003, Stroke.

[101]  V. Feigin,et al.  Stroke epidemiology: a review of population-based studies of incidence, prevalence, and case-fatality in the late 20th century , 2003, The Lancet Neurology.

[102]  W. Robert Simons,et al.  Comparative Cost Effectiveness of Angiotensin II Receptor Blockers in a US Managed Care Setting , 2003, PharmacoEconomics.

[103]  H. Diener,et al.  Management Patterns and Health Care Use after Intracerebral Hemorrhage , 2003, Cerebrovascular Diseases.

[104]  Adrian Bagust,et al.  A model for costs of stroke services. , 2003, Health policy.

[105]  U. Reitberger,et al.  Kosten für Spätkomplikationen bei Diabetes mellitus Typ 2 in Deutschland , 2002, Medizinische Klinik.

[106]  L. Levin,et al.  Health care and social welfare costs in home-based and hospital-based rehabilitation after stroke. , 2002, Scandinavian journal of caring sciences.

[107]  Ku-Chou Chang,et al.  Prediction of Length of Stay of First-Ever Ischemic Stroke , 2002, Stroke.

[108]  P. Bairstow,et al.  Comparison of cost and outcome of endovascular and neurosurgical procedures in the treatment of ruptured intracranial aneurysms. , 2002, Australasian radiology.

[109]  B. Çakır,et al.  Plasma Soluble Intercellular Adhesion Molecule 1 Levels Are Increased in Type 2 Diabetic Patients with Nephropathy , 2002, Hormone Research in Paediatrics.

[110]  J. Rotich,et al.  Effects of admission hyperglycemia on mortality and costs in acute ischemic stroke , 2002, Neurology.

[111]  Lisbeth Claesson,et al.  USE AND COST OF ASSISTIVE TECHNOLOGY THE FIRST YEAR AFTER STROKE , 2002, International Journal of Technology Assessment in Health Care.

[112]  Tom Groot,et al.  Predicting the cost of hospital stay for stroke patients: the use of diagnosis related groups. , 2002, Health policy.

[113]  E. Roth,et al.  Stroke Rehabilitation: Indwelling Urinary Catheters, Enteral Feeding Tubes, and Tracheostomies Are Associated With Resource Use and Functional Outcomes , 2002, Stroke.

[114]  K. Langa,et al.  A national study of the quantity and cost of informal caregiving for the elderly with stroke , 2002, Neurology.

[115]  L. Beenen,et al.  Direct Costs of Modern Treatment of Aneurysmal Subarachnoid Hemorrhage in the First Year After Diagnosis , 2002, Stroke.

[116]  W. Taylor,et al.  The comparability of resource utilisation for Europeans and non-Europeans following stroke in New Zealand. , 2002, The New Zealand medical journal.

[117]  Peter Koch,et al.  Development of a decision-analytic model of stroke care in the United States and Europe. , 2002, Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research.

[118]  P. Amarenco,et al.  Socioeconomic Aspects of Postacute Care for Patients with Brain Infarction in France , 2002, Cerebrovascular Diseases.

[119]  G. Samsa,et al.  Cost-effectiveness of ancrod treatment of acute ischaemic stroke: results from the Stroke Treatment with Ancrod Trial (STAT). , 2002, Journal of evaluation in clinical practice.

[120]  C. Warlow,et al.  Cost of Identifying Patients for Carotid Endarterectomy , 2002, Stroke.

[121]  C. Warlow,et al.  Costs and Benefits of Carotid Endarterectomy and Associated Preoperative Arterial Imaging: A Systematic Review of Health Economic Literature , 2002, Stroke.

[122]  Lisbeth Claesson,et al.  Assistive Devices in Elderly People After Stroke: A Longitudinal, Randomized Study - The Göteborg 70+ Stroke Study , 2002 .

[123]  S. Evers,et al.  THE USE OF MENTAL HEALTH CARE FACILITIES AFTER STROKE , 2002, International Journal of Technology Assessment in Health Care.

[124]  K. Huybrechts,et al.  Long term cost-of-illness in stroke: an international review. , 2002, PharmacoEconomics.

[125]  A. M. Eward,et al.  Resource use by physician assistant services versus teaching services. , 2002, JAAPA : official journal of the American Academy of Physician Assistants.

[126]  T. Strom,et al.  Loss of Renal Phosphate Wasting in a Child with Autosomal Dominant Hypophosphatemic Rickets Caused by a FGF23 Mutation , 2002, Hormone Research in Paediatrics.

[127]  E Deisenhammer,et al.  Hospitalization of patients with neurological disorders and estimation of the need of beds and of the related costs in Austria’s non‐profit hospitals , 2001, European journal of neurology.

[128]  J. McNeil,et al.  Cost of Stroke in Australia From a Societal Perspective: Results From the North East Melbourne Stroke Incidence Study (NEMESIS) , 2001, Stroke.

[129]  K. Waterloo,et al.  Prophylactic Hyperdynamic Postoperative Fluid Therapy after Aneurysmal Subarachnoid Hemorrhage: A Clinical, Prospective, Randomized, Controlled Study , 2001, Neurosurgery.

[130]  Javier Almazán,et al.  Randomized Controlled Trial of Rehabilitation at Home after Stroke: One-Year Follow-Up of Patient Outcome, Resource Use and Cost , 2001, Cerebrovascular Diseases.

[131]  J. Jarvik,et al.  Inpatient costs, length of stay, and mortality for cerebrovascular events in community hospitals , 2001, Neurology.

[132]  L. Henderson,et al.  The costs of caring for stroke patients in a GP-led community hospital: an application of programme budgeting and marginal analysis. , 2001, Health & social care in the community.

[133]  J. Hutton,et al.  A Comparison of the Costs and Survival of Hospital-Admitted Stroke Patients Across Europe , 2001, Stroke.

[134]  P. Roderick,et al.  Stroke rehabilitation after hospital discharge: a randomized trial comparing domiciliary and day-hospital care. , 2001, Age and ageing.

[135]  L. von Koch,et al.  Early Supported Discharge and Continued Rehabilitation At Home After Stroke , 2001 .

[136]  K E Koch,et al.  Using clinical practice analysis to improve care. , 2001, The Joint Commission journal on quality improvement.

[137]  L. Svoboda,et al.  Management and Cost of Stroke in Late Nineties: Prague University Hospital , 2001 .

[138]  W. O'Fallon,et al.  The impact of stroke on the cost and level of care in nursing homes: a retrospective population-based study. , 2001, Mayo Clinic proceedings.

[139]  D. Getsios,et al.  Diabetes in Canada: direct medical costs of major macrovascular complications. , 2001, Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research.

[140]  W. Shyu,et al.  Comparisons of the cost-effectiveness among hospital chronic care, nursing home placement, home nursing care and family care for severe stroke patients. , 2001, Journal of advanced nursing.

[141]  M. Goossens,et al.  Economic Evaluation in Stroke Research , 2001, Cerebrovascular Diseases.

[142]  J. Caro,et al.  Predicting Treatment Costs After Acute Ischemic Stroke on the Basis of Patient Characteristics at Presentation and Early Dysfunction , 2001, Stroke.

[143]  C. Wolfe,et al.  The development and use of a method to compare the costs of acute stroke across Europe. , 2001, Age and ageing.

[144]  M. Goossens,et al.  Economic evaluation in stroke research. An introduction. , 2001, Cerebrovascular diseases.

[145]  B. Fagerberg,et al.  Resource Utilization and Costs of Stroke Unit Care Integrated in a Care Continuum: A 1-Year Controlled, Prospective, Randomized Study in Elderly Patients: The Göteborg 70+ Stroke Study , 2000, Stroke.

[146]  J. Saver,et al.  Safety and Cost of Low-Molecular-Weight Heparin as Bridging Anticoagulant Therapy in Subacute Cerebral Ischemia , 2000, Stroke.

[147]  E. Aliot,et al.  Second line pharmacological management of paroxysmal and persistent atrial fibrillation in france: a cost analysis. , 2000, Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research.

[148]  S. Mayer,et al.  Cost and Outcome of Mechanical Ventilation for Life-Threatening Stroke , 2000, Stroke.

[149]  C. Jacobsson,et al.  Cost‐effectiveness of nursing interventions in a post‐stroke eating training programme—a pilot study , 2000 .

[150]  L. Pientka,et al.  Costs of rehabilitation in elderly patients with stroke in a German geriatric clinic , 2000, International journal of rehabilitation research. Internationale Zeitschrift fur Rehabilitationsforschung. Revue internationale de recherches de readaptation.

[151]  S. Finfer,et al.  Aggressive management of aneurysmal subarachnoid haemorrhage based on a papaverine angioplasty protocol , 2000, Journal of Clinical Neuroscience.

[152]  W. B. Cooper,et al.  The development of a stroke clinical pathway: an experience in a medium-sized community hospital. , 2000, Journal of the Mississippi State Medical Association.

[153]  A. Kramer,et al.  Outcome and Utilization Differences for Older Persons with Stroke in HMO and Fee‐for‐Service Systems , 2000, Journal of the American Geriatrics Society.

[154]  R. Baltussen,et al.  The Usefulness of Ratios for Allocation Decisions: The Case of Stroke , 2000, Cerebrovascular Diseases.

[155]  J. Mckinsey,et al.  Estimating the Contemporary In-hospital Costs of Carotid Endarterectomy , 2000, Annals of vascular surgery.

[156]  C. Anderson,et al.  Home or hospital for stroke Rehabilitation? Results of a randomized controlled trial : II: cost minimization analysis at 6 months. , 2000, Stroke.

[157]  S. Evers,et al.  Economic evaluation in stroke research : a systematic review. , 2000, Stroke.

[158]  C. Wolfe,et al.  A COMPARISON OF THE COST-EFFECTIVENESS OF STROKE CARE PROVIDED IN LONDON AND COPENHAGEN , 2000, International Journal of Technology Assessment in Health Care.

[159]  E. Jones,et al.  Stroke after coronary artery operation: incidence, correlates, outcome, and cost. , 2000, The Annals of thoracic surgery.

[160]  J. Caro,et al.  Management patterns and costs of acute ischemic stroke : an international study. For the Stroke Economic Analysis Group. , 2000, Stroke.

[161]  C. Wolfe,et al.  The impact of stroke. , 2000, British medical bulletin.

[162]  P. Hayes,et al.  Transcranial Doppler-directed Dextran-40 therapy is a cost-effective method of preventing carotid thrombosis after carotid endarterectomy. , 2000, European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery.

[163]  J. Freburger,et al.  Ancillary Service Utilization in Academic Health Center Hospitals: Use of Physical Therapy for the Treatment of Stroke and Hip Arthroplasty , 2000 .

[164]  A. Haycox,et al.  The additional cost of obesity to the health service and the potential for resource savings from effective interventions , 1999 .

[165]  M. Knapp,et al.  Costs and disability among stroke patients. , 1999, Journal of public health medicine.

[166]  J. Caro,et al.  Stroke treatment economic model (STEM): predicting long-term costs from functional status. , 1999, Stroke.

[167]  W. Young,et al.  Determinants of resource utilization in the treatment of brain arteriovenous malformations. , 1999, AJNR. American journal of neuroradiology.

[168]  J. Koivukangas,et al.  Cost-effectiveness analysis of nimodipine treatment after aneurysmal subarachnoid hemorrhage and surgery. , 1999, Neurosurgery.

[169]  J. Freburger,et al.  An Analysis of the Relationship Between the Utilization of Physical Therapy Services and Outcomes for Patients With Acute Stroke , 1999 .

[170]  N. Zethraeus,et al.  Costs of coronary heart disease and stroke: the case of Sweden , 1999, Journal of internal medicine.

[171]  Y. Yoshimoto,et al.  Cost-effectiveness analysis of screening for asymptomatic, unruptured intracranial aneurysms. A mathematical model. , 1999, Stroke.

[172]  G. Boysen,et al.  COSTS OF HEALTH CARE AND SOCIAL SERVICES DURING THE FIRST YEAR AFTER ISCHEMIC STROKE , 1999, International Journal of Technology Assessment in Health Care.

[173]  B. Cesana,et al.  An analysis of the costs of ischemic stroke in an Italian stroke unit , 1999, Neurology.

[174]  S. Ebrahim Systematic review of cost-effectiveness research of stroke evaluation and treatment. , 1999, Stroke.

[175]  G. Boysen,et al.  Direct costs during the first year after intracerebral hemorrhage , 1999, European journal of neurology.

[176]  S. Phillips,et al.  What is the Cost of Admitting Patients with Transient Ischaemic Attacks to Hospital? , 1999, Cerebrovascular Diseases.

[177]  F. Sloan,et al.  Costs and outcomes of hip fracture and stroke, 1984 to 1994. , 1999, American journal of public health.

[178]  S. Johnston,et al.  Which unruptured cerebral aneurysms should be treated? , 1999, Neurology.

[179]  K. Jungkind,et al.  Pilot acute ischemic stroke program saves $9,756 per case. , 1999, Hospital case management : the monthly update on hospital-based care planning and critical paths.

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

[181]  A. Dromerick,et al.  Predictors of acute hospital costs for treatment of ischemic stroke in an academic center. , 1999, Stroke.

[182]  L. Coupal,et al.  Cost-effectiveness of 3-hydroxy-3-methylglutaryl-coenzyme A reductase inhibitors in the secondary prevention of cardiovascular disease: forecasting the incremental benefits of preventing coronary and cerebrovascular events. , 1999, Archives of internal medicine.

[183]  G. Samsa,et al.  Epidemiology of recurrent cerebral infarction: a medicare claims-based comparison of first and recurrent strokes on 2-year survival and cost. , 1999, Stroke.

[184]  D. Whellan,et al.  Effects of admission to a teaching hospital on the cost and quality of care for Medicare beneficiaries. , 1999, The New England journal of medicine.

[185]  R. Califf,et al.  Effects of stroke on medical resource use and costs in acute myocardial infarction. GUSTO I Investigators. Global Utilization of Streptokinase and Tissue Plasminogen Activator for Occluded Coronary Arteries Study. , 1999, Circulation.

[186]  I. Hughes,et al.  Androgen Receptors in Bone-Forming Tissue , 1999, Hormone Research in Paediatrics.

[187]  T. Hodgson,et al.  Medical Expenditures for Major Diseases, 1995 , 1999, Health care financing review.

[188]  Ebrahim,et al.  Systematic review of cost-effectiveness research of stroke evaluation and treatment , 1999, Stroke.

[189]  R. Willke,et al.  Economic Analysis of Tirilazad Mesylate for Aneurysmal Subarachnoid Hemorrhage: Economic Evaluation of a Phase III Clinical Trial in Europe and Australia , 1998, International Journal of Technology Assessment in Health Care.

[190]  P Carlsson,et al.  Resource costing for multinational neurologic clinical trials: methods and results. , 1998, Health economics.

[191]  E. Roth,et al.  Stroke rehabilitation: clinical predictors of resource utilization. , 1998, Archives of physical medicine and rehabilitation.

[192]  G. Boysen,et al.  Direct costs of transient ischemic attacks: a hospital-based study of resource use during the first year after transient ischemic attacks in Denmark. , 1998, Stroke.

[193]  B. Chan,et al.  Cost of stroke in Ontario, 1994/95 , 1998 .

[194]  J. Ricci Resource Utilizations of Ischemic Stroke Patients:: A Population Study of Georgia Medicaid Recipients , 1998 .

[195]  D. Matchar The value of stroke prevention and treatment , 1998, Neurology.

[196]  A. Mcguire,et al.  Cost-effectiveness of anticoagulation in nonrheumatic atrial fibrillation in the primary prevention of ischemic stroke. , 1998, Stroke.

[197]  J. Polder,et al.  Demographic and epidemiological determinants of healthcare costs in Netherlands: cost of illness study , 1998, BMJ.

[198]  J. O'brien,et al.  Direct Medical Costs of Complications Resulting From Type 2 Diabetes in Hie U.S. , 1998, Diabetes Care.

[199]  P Gaetani,et al.  A cost-effectiveness analysis on different surgical strategies for intracranial aneurysms. , 1998, Journal of neurosurgical sciences.

[200]  S. Newell,et al.  Clinical efficiency tools improve stroke management in a rural southern health system. , 1998, Stroke.

[201]  G. Bonsel,et al.  Sequence Effects, Health Profiles, and the QALY Model , 1998, Medical decision making : an international journal of the Society for Medical Decision Making.

[202]  J. Bond,et al.  Cost analysis of early supported hospital discharge for stroke , 1998 .

[203]  J Lipscomb,et al.  Predicting the Cost of Illness , 1998, Medical decision making : an international journal of the Society for Medical Decision Making.

[204]  D. Good,et al.  Pneumonia in Dysphagic Stroke Patients: Effect on Outcomes and Identification of High Risk Patients , 1998 .

[205]  M. Kaste,et al.  Economic burden of stroke and the evaluation of new therapies. , 1998, Public health.

[206]  R. Sacco,et al.  Stroke subtype as a predictor of nursing home placement: Northern Manhattan Stroke Study , 1998 .

[207]  A. Kramer,et al.  Rehabilitation costs: implications for prospective payment. , 1997, Health services research.

[208]  E. Souêtre,et al.  Economic evaluation of Nootropil in the treatment of acute stroke in France. , 1997, Pharmacological research.

[209]  T. Olsen,et al.  Acute stroke: Prognosis and a prediction of the effect of medical treatment on outcome and health care utilization , 1997, Neurology.

[210]  W. Shyu,et al.  A cost-effectiveness analysis of home care and community-based nursing homes for stroke patients and their families. , 1997, Journal of advanced nursing.

[211]  E. Mazzaferri,et al.  Pernicious vomiting in two pregnant women. , 1997, Hospital practice.

[212]  Giovanni Parmigiani,et al.  The Stroke Prevention Policy Model: Linking Evidence and Clinical Decisions , 1997, Annals of Internal Medicine.

[213]  T. Koepsell,et al.  The effect of Medicare's payment system for rehabilitation hospitals on length of stay, charges, and total payments. , 1997, The New England journal of medicine.

[214]  C. Wolfe,et al.  The uptake and costs of guidelines for stroke in a district of southern England. , 1997, Journal of epidemiology and community health.

[215]  T. Huber,et al.  Improving the cost-effectiveness of carotid endarterectomy. , 1997, Journal of vascular surgery.

[216]  S. Yeh,et al.  Outcomes of Stroke Patients in Medicare Fee for Service and Managed Care , 1997 .

[217]  G. L. Engel,et al.  Cost of stroke in The Netherlands from a societal perspective. , 1997, Stroke.

[218]  N. Obuchowski,et al.  Assessment of the efficacy of noninvasive screening for patients with asymptomatic neck bruits. , 1997, Stroke.

[219]  T. Olsen,et al.  Acute stroke care and rehabilitation: an analysis of the direct cost and its clinical and social determinants. The Copenhagen Stroke Study. , 1997, Stroke.

[220]  W. Stason,et al.  Factors contributing to practice variation in post-stroke rehabilitation. , 1997, Health services research.

[221]  L. Gill,et al.  Epidemiology and costs of acute hospital care for cerebrovascular disease in diabetic and nondiabetic populations. , 1997, Stroke.

[222]  L Nyberg,et al.  Fall prediction index for patients in stroke rehabilitation. , 1997, Stroke.

[223]  L. Ferrucci,et al.  Hospital diagnoses, Medicare charges, and nursing home admissions in the year when older persons become severely disabled. , 1997, JAMA.

[224]  A. Kramer,et al.  Outcomes and costs after hip fracture and stroke. A comparison of rehabilitation settings. , 1997, JAMA.

[225]  Z. Yuan,et al.  Mortality rates, hospital length of stay, and the cost of treating subarachnoid hemorrhage in older patients: institutional and geographical differences. , 1997, Journal of neurosurgery.

[226]  G. Boysen,et al.  Cost-of-lllness Studies of Stroke , 1997 .

[227]  M. Gold Cost-effectiveness in health and medicine , 2016 .

[228]  W. Powers,et al.  Cost-effectiveness of screening for asymptomatic carotid atherosclerotic disease. , 1997, Stroke.

[229]  W Max,et al.  The Economic Costs of Cardiovascular Disease Mortality in California, 1991: Implications for Public Health Policy , 1996, Journal of public health policy.

[230]  A. D. Ammar Cost-efficient carotid surgery: a comprehensive evaluation. , 1996, Journal of vascular surgery.

[231]  K. Mauritz,et al.  Technical aids in hemiparetic patients: prescription, costs and usage , 1996 .

[232]  D B Matchar,et al.  What role do neurologists play in determining the costs and outcomes of stroke patients? , 1996, Stroke.

[233]  M Ratcliffe,et al.  Hospital services for stroke care. A European Perspective. European Study of Stroke Care. , 1996, Stroke.

[234]  M. Alberts,et al.  Hospital charges for stroke patients. , 1996, Stroke.

[235]  J. Avorn,et al.  Variability in length of hospitalization for stroke. The role of managed care in an elderly population. , 1996, Archives of neurology.

[236]  M. Diringer,et al.  Hospital resource utilization in the treatment of cerebral aneurysms. , 1996, Journal of neurosurgery.

[237]  J. P. Elliott,et al.  Predicting length of hospital stay and cost by aneurysm grade on admission. , 1996, Journal of neurosurgery.

[238]  J. Holmes,et al.  Lifetime cost of stroke in the United States. , 1996, Stroke.

[239]  T O Jefferson,et al.  Guidelines for authors and peer reviewers of economic submissions to the BMJ , 1996, BMJ.

[240]  R. Atkinson,et al.  Implementation of an acute stroke program decreases hospitalization costs and length of stay. , 1996, Stroke.

[241]  C. Tolias,et al.  Will increased awareness among physicians of the significance of sudden agonizing headache affect the outcome of subarachnoid hemorrhage? Coventry and Warwickshire Study: audit of subarachnoid hemorrhage (establishing historical controls), hypothesis, campaign layout, and cost estimation. , 1996, Stroke.

[242]  J. Habbema,et al.  Computed tomographic brain scans and antiplatelet therapy after stroke: a study of the quality of care in Dutch hospitals. , 1996, Stroke.

[243]  J Lipscomb,et al.  Inpatient costs of specific cerebrovascular events at five academic medical centers. , 1996, Neurology.

[244]  W. O'Fallon,et al.  Utilization of acute care services in the year before and after first stroke: A population-based study. , 1996, Neurology.

[245]  R. Joynt The cost of strokes , 1996, Neurology.

[246]  L. Widén Holmqvist,et al.  A pilot study of rehabilitation at home after stroke: a health-economic appraisal. , 1996, Scandinavian journal of rehabilitation medicine.

[247]  H. Jho,et al.  Acute subdural hematoma caused by a ruptured giant intracavernous aneurysm: case report. , 1996, Neurosurgery.

[248]  A. Day,et al.  Craniotomy for intracranial aneurysm and subarachnoid hemorrhage. Is course, cost, or outcome affected by age? , 1996, Stroke.

[249]  B Lane,et al.  Cost-effectiveness of endovascular therapy in the surgical management of cerebral arteriovenous malformations. , 1996, AJNR. American journal of neuroradiology.

[250]  G. S. Lavenson,et al.  Medical cost savings through stroke prevention from 100 consecutive new carotid duplex scans. , 1995, Cardiovascular surgery.

[251]  N. Taub,et al.  Variations in the incidence, management and outcome of stroke in residents under the age of 75 in two health districts of southern England. , 1995, Journal of public health medicine.

[252]  J. Lewin,et al.  Cost-effectiveness of emergency intraarterial intracerebral thrombolysis: a pilot study. , 1995, AJNR. American journal of neuroradiology.

[253]  J. Habbema,et al.  Costs of medical care after first-ever stroke in The Netherlands. , 1995, Stroke.

[254]  E. Hui,et al.  Outcomes of elderly stroke patients. Day hospital versus conventional medical management. , 1995, Stroke.

[255]  T. Olsen,et al.  The effect of a stroke unit: reductions in mortality, discharge rate to nursing home, length of hospital stay, and cost. A community-based study. , 1995, Stroke.

[256]  R. Keith,et al.  Acute and subacute rehabilitation for stroke: a comparison. , 1995, Archives of Physical Medicine and Rehabilitation.

[257]  J. Grotta,et al.  Elective intubation for neurologic deterioration after stroke , 1995, Neurology.

[258]  J Persson,et al.  Assessment of Rehabilitation Technologies in Stroke: Outcomes and Costs , 1995, International Journal of Technology Assessment in Health Care.

[259]  S. Ebrahim,et al.  How useful are non-random comparisons of outcomes and quality of care in purchasing hospital stroke services? , 1995, Age and ageing.

[260]  B. Norrving,et al.  Costs of Stroke in Sweden A National Perspective , 1994, Stroke.

[261]  H. Scott,et al.  Ischaemic stroke in New Zealand: an economic study. , 1994, The New Zealand medical journal.

[262]  J. Bowen,et al.  Effect of a stroke protocol on hospital costs of stroke patients , 1994, Neurology.

[263]  A. Alexandrov,et al.  Cost of Acute Stroke Care in Toronto, Canada , 1994, Stroke.

[264]  J. Gladman,et al.  Cost comparison of domiciliary and hospital-based stroke rehabilitation. DOMINO Study Group. , 1994, Age and ageing.

[265]  Betsy Wiesendanger,et al.  Out‐of‐Pocket , 1994 .

[266]  I R Odderson,et al.  A Model for Management of Patients With Stroke During the Acute Phase: Outcome and Economic Implications , 1993, Stroke.

[267]  Thomas Galski,et al.  Predicting Length of Stay, Functional Outcome, and Aftercare in the Rehabilitation of Stroke Patients: The Dominant Role of Higher‐Order Cognition , 1993, Stroke.

[268]  A. Forster,et al.  Day Hospital and Home Physiotherapy for Stroke Patients: A Comparative Cost-Effectiveness Study , 1993, Journal of the Royal College of Physicians of London.

[269]  Penington Gr Benefits of rehabilitation in the presence of advanced age or severe disability. , 1992 .

[270]  D. Wiebers,et al.  Impact of Unruptured Intracranial Aneurysms on Public Health in the United States , 1992, Stroke.

[271]  John F. Forbes,et al.  The Cost of Stroke to the National Health Service in Scotland , 1992 .

[272]  S. Havas Heart disease, cancer, and stroke in Maryland. , 1992, Southern medical journal.

[273]  B. Westling,et al.  Utilization of health care resources after stroke. A population‐based study of 258 hospitalized cases followed during the first year , 1991, Acta neurologica Scandinavica.

[274]  S. Haley,et al.  Characteristics of Cost Outliers Who Did Not Benefit from Stroke Rehabilitation , 1990, American journal of physical medicine & rehabilitation.

[275]  R. Kelley,et al.  Cost analysis of kinetic therapy in the prevention of complications of stroke. , 1990, Southern medical journal.

[276]  B. Norrving,et al.  Direct Costs of Stroke for a Swedish Population , 1990, International Journal of Technology Assessment in Health Care.

[277]  S. Wilson Methods for the economic evaluation of health care programmes , 1987 .

[278]  R. Gottlob,et al.  Methods and Results , 1986 .

[279]  H. Chandler Database , 1985 .

[280]  G. H. Moore,et al.  Consumer Price Index , 1993 .

[281]  B. Leelarthaepin,et al.  Coronary heart disease in young men: a study of seventy patients with a critical review of etiological factors. , 1973, Australian and New Zealand journal of medicine.