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1.
Open Heart ; 11(1)2024 May 08.
Article in English | MEDLINE | ID: mdl-38719499

ABSTRACT

OBJECTIVE: Implantable loop recorders (ILRs) are increasingly used for long-term rhythm monitoring after ischaemic and cryptogenic stroke, with the goal of detecting atrial fibrillation (AF) and subsequent initiation of oral anticoagulation to reduce risk of adverse clinical outcomes. There is a need to determine the effectiveness of different rhythm monitoring strategies in this context. METHODS: We conducted a retrospective cohort analysis of individuals with commercial and Medicare Advantage insurance in Optum Labs Data Warehouse who had incident ischaemic or cryptogenic stroke and no prior cardiovascular implantable electronic device from 1 January 2016 to 30 June 2021. Patients were stratified by rhythm monitoring strategy: ILR, long-term continuous external cardiac monitor (>48 hours to 30 days) or Holter monitor (≤48 hours). The primary outcome was risk-adjusted all-cause mortality at 12 months. Secondary outcomes included new diagnosis of AF and oral anticoagulation, bleeding, and costs. RESULTS: Among 48 901 patients with ischaemic or cryptogenic stroke, 9235 received an ILR, 29 103 long-term continuous external monitor and 10 563 Holter monitor only. Mean age was 69.9 (SD 11.9) years and 53.5% were female. During the 12-month follow-up period, patients who received ILRs compared with those who received long-term continuous external monitors had a higher odds of new diagnosis of AF and oral anticoagulant initiation (adjusted OR 2.27, 95% CI 2.09 to 2.48). Compared with patients who received long-term continuous external monitors, those who received ILRs had similar 12-month mortality (HR 1.00; 95% CI 0.89 to 1.12), with approximately $13 000 higher costs at baseline (including monitor cost) and $2500 higher costs during 12-month follow-up. CONCLUSIONS: In this large real-world study of patients with ischaemic or cryptogenic stroke, ILR placement resulted in more diagnosis of AF and initiation of oral anticoagulation, but no difference in mortality compared with long-term continuous external monitors.


Subject(s)
Atrial Fibrillation , Electrocardiography, Ambulatory , Ischemic Stroke , Humans , Female , Male , Aged , Retrospective Studies , Electrocardiography, Ambulatory/instrumentation , Electrocardiography, Ambulatory/economics , Electrocardiography, Ambulatory/methods , Ischemic Stroke/economics , Ischemic Stroke/mortality , Ischemic Stroke/diagnosis , Ischemic Stroke/prevention & control , Ischemic Stroke/etiology , Atrial Fibrillation/diagnosis , Atrial Fibrillation/economics , Atrial Fibrillation/drug therapy , Atrial Fibrillation/complications , Atrial Fibrillation/mortality , United States/epidemiology , Anticoagulants/economics , Anticoagulants/administration & dosage , Time Factors , Middle Aged , Follow-Up Studies , Cost-Benefit Analysis , Aged, 80 and over , Health Care Costs
2.
Cardiovasc Diabetol ; 23(1): 183, 2024 May 29.
Article in English | MEDLINE | ID: mdl-38812009

ABSTRACT

BACKGROUND: People with type 2 diabetes (T2D) are at elevated risk of cardiovascular disease (CVD) including stroke, yet existing real-world evidence (RWE) on the clinical and economic burden of stroke in this population is limited. The aim of this cohort study was to evaluate the clinical and economic burden of stroke among people with T2D in France. METHODS: We conducted a retrospective RWE study using data from the nationally representative subset of the French Système National des Données de Santé (SNDS) database. We assessed the incidence of stroke requiring hospitalization between 2012 and 2018 among T2D patients. Subsequent clinical outcomes including CVD, stroke recurrence, and mortality were estimated overall and according to stroke subtype (ischemic versus hemorrhagic). We also examined the treatment patterns for glucose-lowering agents and CVD agents, health care resource utilization and medical costs. RESULTS: Among 45,331 people with T2D without baseline history of stroke, 2090 (4.6%) had an incident stroke requiring hospitalization. The incidence of ischemic stroke per 1000 person-years was 4.9-times higher than hemorrhagic stroke (6.80 [95% confidence interval (CI) 6.47-7.15] versus 1.38 [1.24-1.54]). During a median follow-up of 2.4 years (interquartile range 0.6; 4.4) from date of index stroke, the rate of CVD, stroke recurrence and mortality per 1000 person-years was higher among hemorrhagic stroke patients than ischemic stroke patients (CVD 130.9 [107.7-159.0] versus 126.4 [117.2-136.4]; stroke recurrence: 86.7 [66.4-113.4] versus 66.5 [59.2-74.6]; mortality 291.5 [259.1-327.9] versus 144.1 [134.3-154.6]). These differences were not statistically significant, except for mortality (adjusted hazard ratio 1.95 [95% CI 1.66-2.92]). The proportion of patients prescribed glucagon-like peptide-1 receptor agonists increased from 4.2% at baseline to 6.6% during follow-up. The proportion of patients prescribed antihypertensives and statins only increased slightly following incident stroke (antihypertensives: 70.9% pre-stroke versus 76.7% post-stroke; statins: 24.1% pre-stroke versus 30.0% post-stroke). Overall, 68.8% of patients had a subsequent hospitalization. Median total medical costs were €12,199 (6846; 22,378). CONCLUSIONS: The high burden of stroke among people with T2D, along with the low proportion of patients receiving recommended treatments as per clinical guidelines, necessitates a strengthened and multidisciplinary approach to the CVD prevention and management in people with T2D.


Subject(s)
Databases, Factual , Diabetes Mellitus, Type 2 , Hemorrhagic Stroke , Hypoglycemic Agents , Ischemic Stroke , Humans , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/mortality , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/therapy , Diabetes Mellitus, Type 2/drug therapy , Female , Male , Incidence , Aged , Retrospective Studies , Middle Aged , France/epidemiology , Time Factors , Hypoglycemic Agents/therapeutic use , Hypoglycemic Agents/economics , Ischemic Stroke/epidemiology , Ischemic Stroke/mortality , Ischemic Stroke/economics , Ischemic Stroke/therapy , Ischemic Stroke/diagnosis , Hemorrhagic Stroke/epidemiology , Hemorrhagic Stroke/mortality , Hemorrhagic Stroke/economics , Hemorrhagic Stroke/therapy , Hemorrhagic Stroke/diagnosis , Risk Assessment , Recurrence , Risk Factors , Health Care Costs , Treatment Outcome , Hospitalization/economics , Aged, 80 and over , Cardiovascular Agents/therapeutic use , Cardiovascular Agents/economics , Stroke/epidemiology , Stroke/mortality , Stroke/economics , Stroke/therapy , Stroke/diagnosis
3.
J Comp Eff Res ; 13(6): e240008, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38602503

ABSTRACT

Aim: Patients with ischemic stroke (IS) commonly undergo monitoring to identify atrial fibrillation with mobile cardiac outpatient telemetry (MCOT) or implantable loop recorders (ILRs). The authors compared readmission, healthcare cost and survival in patients monitored post-stroke with either MCOT or ILR. Materials & methods: The authors used claims data from Optum's de-identified Clinformatics® Data Mart Database to identify patients with IS hospitalized from January 2017 to December 2020 who were prescribed ambulatory cardiac monitoring via MCOT or ILR. They compared the costs associated with the initial inpatient visit as well as the rate and causes of readmission, survival and healthcare costs over the following 18 months. Datasets were balanced using patient baseline and hospitalization characteristics. Multivariable generalized linear gamma regression was used for cost comparisons. Cox proportional hazard regression was used for survival and readmission analysis. Sub-cohorts were analyzed based on the severity of the index IS. Results: In 2244 patients, readmissions were significantly lower in the MCOT monitored group (30.2%) compared with the ILR group (35.4%) (hazard ratio [HR] 1.23; 95% CI: 1.04-1.46). Average cost over 18 months starting with the index IS was $27,429 (USD) lower in the MCOT group (95% CI: $22,353-$32,633). Survival difference bordered on statistical significance and trended to lower mortality in MCOT (8.9%) versus ILR (11.3%) (HR 1.30; 95% CI: 1:00-1.69), led by significance in patients with complications or comorbidities with the index event (MCOT 7.5%, ILR 11.5%; HR 1.62; 95% CI: 1.11-2.36). Conclusion: The use of MCOT versus ILR as the primary monitor following IS was associated with significant decreases in readmission, lower costs for the initial IS and total care over the next 18 months, significantly lower mortality for patients with complications and comorbidities at the index stroke, and a trend toward improved survival across all patients.


Subject(s)
Patient Readmission , Telemetry , Humans , Male , Female , Aged , Telemetry/economics , Telemetry/methods , Telemetry/instrumentation , Patient Readmission/statistics & numerical data , Patient Readmission/economics , Middle Aged , Atrial Fibrillation/economics , Atrial Fibrillation/diagnosis , Atrial Fibrillation/mortality , Health Care Costs/statistics & numerical data , Stroke/economics , Stroke/mortality , Stroke/diagnosis , Ischemic Stroke/economics , Ischemic Stroke/diagnosis , Ischemic Stroke/mortality , Retrospective Studies , Aged, 80 and over
4.
Eur Stroke J ; 9(2): 348-355, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38153049

ABSTRACT

BACKGROUND: The MR CLEAN-LATE trial has shown that patient selection for endovascular treatment (EVT) in the late window (6-24 h after onset or last-seen-well) based on the presence of collateral flow on CT-angiography is safe and effective. We aimed to assess the cost-effectiveness of late-window collateral-based EVT-selection compared to best medical management (BMM) over a lifetime horizon (until 95 years of age). MATERIALS AND METHODS: A model-based economic evaluation was performed from a societal perspective in The Netherlands. A decision tree was combined with a state-transition (Markov) model. Health states were defined by the modified Rankin Scale (mRS). Initial probabilities at 3-months post-stroke were based on MR CLEAN-LATE data. Transition probabilities were derived from previous literature. Information on short- and long-term resource use and utilities was obtained from a study using MR CLEAN-LATE and cross-sectional data. All costs are expressed in 2022 euros. Costs and quality-adjusted life years (QALYs) were discounted at a rate of 4% and 1.5%, respectively. The effect of parameter uncertainty was assessed using probabilistic sensitivity analysis (PSA). RESULTS: On average, the EVT strategy cost €159,592 (95% CI: €140,830-€180,154) and generated 3.46 QALYs (95% CI: 3.04-3.90) per patient, whereas the costs and QALYs associated with BMM were €149,935 (95% CI: €130,841-€171,776) and 2.88 (95% CI: 2.48-3.29), respectively. The incremental cost-effectiveness ratio per QALY and the incremental net monetary benefit were €16,442 and €19,710, respectively. At a cost-effectiveness threshold of €50,000/QALY, EVT was cost-effective in 87% of replications. DISCUSSION AND CONCLUSION: Collateral-based selection for late-window EVT is likely cost-effective from a societal perspective in The Netherlands.


Subject(s)
Computed Tomography Angiography , Cost-Benefit Analysis , Endovascular Procedures , Ischemic Stroke , Quality-Adjusted Life Years , Humans , Endovascular Procedures/economics , Endovascular Procedures/methods , Ischemic Stroke/economics , Ischemic Stroke/therapy , Ischemic Stroke/diagnostic imaging , Computed Tomography Angiography/economics , Aged , Male , Female , Collateral Circulation/physiology , Netherlands , Middle Aged , Aged, 80 and over , Models, Economic
5.
J Neurol Neurosurg Psychiatry ; 95(6): 515-527, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38124162

ABSTRACT

BACKGROUND: Although CT perfusion (CTP) is often incorporated in acute stroke workflows, it remains largely unclear what the associated costs and health implications are in the long run of CTP-based patient selection for endovascular treatment (EVT) in patients presenting within 6 hours after symptom onset with a large vessel occlusion. METHODS: Patients with a large vessel occlusion were included from a Dutch nationwide cohort (n=703) if CTP imaging was performed before EVT within 6 hours after stroke onset. Simulated cost and health effects during 5 and 10 years follow-up were compared between CTP based patient selection for EVT and providing EVT to all patients. Outcome measures were the net monetary benefit at a willingness-to-pay of €80 000 per quality-adjusted life year, incremental cost-effectiveness ratio), difference in costs from a healthcare payer perspective (ΔCosts) and quality-adjusted life years (ΔQALY) per 1000 patients for 1000 model iterations as outcomes. RESULTS: Compared with treating all patients, CTP-based selection for EVT at the optimised ischaemic core volume (ICV≥110 mL) or core-penumbra mismatch ratio (MMR≤1.4) thresholds resulted in losses of health (median ΔQALYs for ICV≥110 mL: -3.3 (IQR: -5.9 to -1.1), for MMR≤1.4: 0.0 (IQR: -1.3 to 0.0)) with median ΔCosts for ICV≥110 mL of -€348 966 (IQR: -€712 406 to -€51 158) and for MMR≤1.4 of €266 513 (IQR: €229 403 to €380 110)) per 1000 patients. Sensitivity analyses did not yield any scenarios for CTP-based selection of patients for EVT that were cost-effective for improving health, including patients aged ≥80 years CONCLUSION: In EVT-eligible patients presenting within 6 hours after symptom onset, excluding patients based on CTP parameters was not cost-effective and could potentially harm patients.


Subject(s)
Cost-Benefit Analysis , Endovascular Procedures , Quality-Adjusted Life Years , Stroke , Thrombectomy , Humans , Male , Thrombectomy/economics , Thrombectomy/methods , Endovascular Procedures/economics , Endovascular Procedures/methods , Female , Aged , Stroke/economics , Stroke/diagnostic imaging , Stroke/surgery , Tomography, X-Ray Computed/economics , Middle Aged , Patient Selection , Netherlands , Perfusion Imaging , Aged, 80 and over , Models, Economic , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/surgery , Ischemic Stroke/economics
6.
J Stroke Cerebrovasc Dis ; 30(10): 106013, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34375859

ABSTRACT

OBJECTIVES: With growing evidence of its efficacy for patients with large-vessel occlusion (LVO) ischemic stroke, the use of endovascular thrombectomy (EVT) has increased. The "weekend effect," whereby patients presenting during weekends/off hours have worse clinical outcomes than those presenting during normal working hours, is a critical area of study in acute ischemic stroke (AIS). Our objective was to evaluate whether a "weekend effect" exists in patients undergoing EVT. METHODS: This retrospective, cross-sectional analysis of the 2016-2018 Nationwide Inpatient Sample data included patients ≥18 years with documented diagnosis of ischemic stroke (ICD-10 codes I63, I64, and H34.1), procedural code for EVT, and National Institutes of Health Stroke Scale (NIHSS) score; the exposure variable was weekend vs. weekday treatment. The primary outcome was in-hospital death; secondary outcomes were favorable discharge, extended hospital stay (LOS), and cost. Logistic regression models were constructed to determine predictors for outcomes. RESULTS: We identified 6052 AIS patients who received EVT (mean age 68.7±14.8 years; 50.8% female; 70.8% White; median (IQR) admission NIHSS 16 (10-21). The primary outcome of in-hospital death occurred in 560 (11.1%); the secondary outcome of favorable discharge occurred in 1039 (20.6%). The mean LOS was 7.8±8.6 days. There were no significant differences in the outcomes or cost based on admission timing. In the mixed-effects models, we found no effect of weekend vs. weekday admission on in-hospital death, favorable discharge, or extended LOS. CONCLUSION: These results demonstrate that the "weekend effect" does not impact outcomes or cost for patients who undergo EVT for LVO.


Subject(s)
After-Hours Care , Endovascular Procedures , Ischemic Stroke/therapy , Thrombectomy , Aged , Aged, 80 and over , Cross-Sectional Studies , Databases, Factual , Endovascular Procedures/adverse effects , Endovascular Procedures/economics , Endovascular Procedures/mortality , Female , Hospital Costs , Hospital Mortality , Humans , Inpatients , Ischemic Stroke/diagnosis , Ischemic Stroke/economics , Ischemic Stroke/mortality , Length of Stay , Male , Middle Aged , Patient Discharge , Retrospective Studies , Risk Assessment , Risk Factors , Thrombectomy/adverse effects , Thrombectomy/economics , Thrombectomy/mortality , Time Factors , Treatment Outcome , United States
7.
J Stroke Cerebrovasc Dis ; 30(8): 105884, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34153592

ABSTRACT

OBJECTIVES: Patent foramen ovale is a hemodynamically insignificant interatrial communication that may cause ischemic stroke. Percutaneous patent foramen ovale closure reduces the risk for recurrent ischemic stroke in patients with a history of cryptogenic ischemic stroke. This study evaluated the cost-effectiveness of patent foramen ovale closure against medical therapy in patients after their first cryptogenic ischemic stroke in Japan. MATERIALS AND METHODS: The cost-effectiveness of patent foramen ovale closure compared with medical therapy was evaluated using the Markov model. The target patients started with patent foramen ovale closure or medical therapy for preventing secondary ischemic stroke under a stable state. Quality-adjusted life year was used as the outcome of effectiveness, and the analysis was conducted with a discount rate of 2% applied to both cost and effectiveness. The results of a multicenter open-label randomized controlled trial (RESPECT trial) evaluating patent foramen ovale closure using the Amplatzer™ PFO Occluder were used as clinical evidence. Cost-effectiveness was evaluated using the incremental cost-effectiveness ratio. It was evaluated as cost-effective if it was lower than 5 million JPY/ quality-adjusted life year. RESULTS: Patent foramen ovale closure was dominant over medical therapy by 2.53 quality-adjusted life years and an estimated cost reduction of 2,353,926 JPY. The probability of patent foramen ovale closure being dominant was 82.9%. CONCLUSIONS: Patent foramen ovale closure was dominant over medical therapy for preventing secondary ischemic stroke in patients with cryptogenic ischemic stroke.


Subject(s)
Cardiac Catheterization/economics , Foramen Ovale, Patent/economics , Foramen Ovale, Patent/therapy , Health Care Costs , Ischemic Stroke/economics , Ischemic Stroke/prevention & control , Septal Occluder Device/economics , Cardiac Catheterization/adverse effects , Cardiac Catheterization/instrumentation , Cost Savings , Cost-Benefit Analysis , Female , Foramen Ovale, Patent/complications , Foramen Ovale, Patent/diagnostic imaging , Humans , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/etiology , Japan , Male , Markov Chains , Middle Aged , Models, Economic , Quality of Life , Quality-Adjusted Life Years , Randomized Controlled Trials as Topic , Treatment Outcome
8.
J Am Heart Assoc ; 10(12): e019001, 2021 06 15.
Article in English | MEDLINE | ID: mdl-34056914

ABSTRACT

Background Accurate diagnosis of patients with transient or minor neurological events can be challenging. Recent studies suggest that advanced neuroimaging can improve diagnostic accuracy in low-risk patients with transient or minor neurological symptoms, but a cost-effective emergency department diagnostic evaluation strategy remains uncertain. Methods and Results We constructed a decision-analytic model to evaluate 2 diagnostic evaluation strategies for patients with low-risk transient or minor neurological symptoms: (1) obtain advanced neuroimaging (magnetic resonance imaging brain and magnetic resonance angiography head and neck) on every patient or (2) current emergency department standard-of-care clinical evaluation with basic neuroimaging. Main probability variables were: proportion of patients with true ischemic events, strategy specificity and sensitivity, and recurrent stroke rate. Direct healthcare costs were included. We calculated incremental cost-effectiveness ratios, conducted sensitivity analyses, and evaluated various diagnostic test parameters primarily using a 1-year time horizon. Cost-effectiveness standards would be met if the incremental cost-effectiveness ratio was less than willingness to pay. We defined willingness to pay as $100 000 US dollars per quality-adjusted life year. Our primary and sensitivity analyses found that the advanced neuroimaging strategy was more cost-effective than emergency department standard of care. The incremental effectiveness of the advanced neuroimaging strategy was slightly less than the standard-of-care strategy, but the standard-of-care strategy was more costly. Potentially superior diagnostic approaches to the modeled advanced neuroimaging strategy would have to be >92% specific, >70% sensitive, and cost less than or equal to standard-of-care strategy's cost. Conclusions Obtaining advanced neuroimaging on emergency department patient with low-risk transient or minor neurological symptoms was the more cost-effective strategy in our model.


Subject(s)
Emergency Service, Hospital/economics , Hospital Costs , Ischemic Attack, Transient/diagnostic imaging , Ischemic Attack, Transient/economics , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/economics , Neuroimaging/economics , Cerebral Angiography/economics , Clinical Decision-Making , Computed Tomography Angiography/economics , Cost-Benefit Analysis , Decision Support Techniques , Female , Humans , Ischemic Attack, Transient/therapy , Ischemic Stroke/therapy , Magnetic Resonance Imaging/economics , Male , Middle Aged , Models, Economic , Predictive Value of Tests , Prognosis , Reproducibility of Results
9.
J Stroke Cerebrovasc Dis ; 30(7): 105802, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33866272

ABSTRACT

While use of telemedicine to guide emergent treatment of ischemic stroke is well established, the COVID-19 pandemic motivated the rapid expansion of care via telemedicine to provide consistent care while reducing patient and provider exposure and preserving personal protective equipment. Temporary changes in re-imbursement, inclusion of home office and patient home environments, and increased access to telehealth technologies by patients, health care staff and health care facilities were key to provide an environment for creative and consistent high-quality stroke care. The continuum of care via telestroke has broadened to include prehospital, inter-facility and intra-facility hospital-based services, stroke telerehabilitation, and ambulatory telestroke. However, disparities in technology access remain a challenge. Preservation of reimbursement and the reduction of regulatory burden that was initiated during the public health emergency will be necessary to maintain expanded patient access to the full complement of telestroke services. Here we outline many of these initiatives and discuss potential opportunities for optimal use of technology in stroke care through and beyond the pandemic.


Subject(s)
COVID-19 , Continuity of Patient Care , Delivery of Health Care, Integrated , Ischemic Stroke/therapy , Outcome and Process Assessment, Health Care , Telemedicine , Continuity of Patient Care/economics , Delivery of Health Care, Integrated/economics , Fee-for-Service Plans , Health Care Costs , Healthcare Disparities , Humans , Insurance, Health, Reimbursement , Ischemic Stroke/diagnosis , Ischemic Stroke/economics , Occupational Health , Outcome and Process Assessment, Health Care/economics , Patient Safety , Telemedicine/economics
10.
J Am Heart Assoc ; 10(8): e019785, 2021 04 20.
Article in English | MEDLINE | ID: mdl-33823605

ABSTRACT

Background Stroke remains one of the leading causes of disability and death in the United States. We characterized 10-year nationwide trends in use of comfort care interventions (CCIs) among patients with ischemic stroke, particularly pertaining to acute thrombolytic therapy with intravenous tissue-type plasminogen activator and endovascular thrombectomy, and describe in-hospital outcomes and costs. Methods and Results We analyzed the National Inpatient Sample from 2006 to 2015 and identified adult patients with ischemic stroke with or without thrombolytic therapy and CCIs using validated International Classification of Diseases, Ninth Revision (ICD-9) codes. We report adjusted odds ratios (ORs) and 95% CI of CCI usage across five 2-year periods. Of 4 249 201 ischemic stroke encounters, 3.8% had CCI use. CCI use increased over time (adjusted OR, 4.80; 95% CI, 4.15-5.55) regardless of acute treatment type. Advanced age, female sex, White race, non-Medicare insurance, higher income, disease severity, comorbidity burden, and discharge from non-northeastern teaching hospitals were independently associated with receiving CCIs. In the fully adjusted model, thrombolytic therapy and endovascular thrombectomy, respectively, conferred a 6% and 10% greater likelihood of receiving CCIs. Among CCI users, there was a significant decline in in-hospital mortality compared with all other dispositions over time (adjusted OR, 0.46; 95% CI, 0.38-0.56). Despite longer length of stay, CCI hospitalizations incurred 16% lower adjusted costs. Conclusions CCI use among patients with ischemic stroke has increased regardless of acute treatment type. Nonetheless, considerable disparities persist. Closing the disparities gap and optimizing access, outcomes, and costs for CCIs among patients with stroke are important avenues for further research.


Subject(s)
Health Care Costs/trends , Healthcare Disparities/trends , Hospitalization/economics , Ischemic Stroke/therapy , Patient Comfort/economics , Thrombolytic Therapy/economics , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Follow-Up Studies , Healthcare Disparities/economics , Humans , Inpatients , Ischemic Stroke/economics , Male , Middle Aged , Retrospective Studies , Time Factors , United States , Young Adult
11.
BMC Cardiovasc Disord ; 21(1): 160, 2021 03 31.
Article in English | MEDLINE | ID: mdl-33789592

ABSTRACT

OBJECTIVE: Prevention of recurrent stroke in patients with embolic stroke of undetermined source (ESUS) is challenging. The advent of safer anticoagulation in the form of direct oral anticoagulants (DOACs) has prompted exploration of prophylactic anticoagulation for all ESUS patients, rather than anticoagulating just those with documented atrial fibrillation (AF). However, recent trials have failed to demonstrate a clinical benefit, while observing increased bleeding. We modeled the economic impact of anticoagulating ESUS patients without documented AF across multiple geographies. METHODS: CRYSTAL-AF trial data were used to assess ischaemic stroke event rates in ESUS patients confirmed AF-free after long-term monitoring. Anticipated bleeding event rates (including both minor and major bleeds) with aspirin, dabigatran 150 mg, and rivaroxaban 20 mg were sourced from published meta-analyses, whilst a 30% ischaemic stroke reduction for both DOACs was assumed. Cost data for clinical events and pharmaceuticals were collected from the local payer perspective. RESULTS: Compared with aspirin, dabigatran and rivaroxaban resulted in 17.9 and 29.9 additional bleeding events per 100 patients over a patient's lifetime, respectively. Despite incorporating into our model the proposed 30% reduction in ischaemic stroke risk, both DOACs were cost-additive over patient lifetime, as the costs of bleeding events and pharmaceuticals outweighed cost savings associated with the reduction in ischaemic strokes. DOACs added £5953-£7018 per patient (UK), €6683-€7368 (Netherlands), €4933-€9378 (Spain), AUD$5353-6539 (Australia) and $26,768-$32,259 (US) of payer cost depending on the agent prescribed. Additionally, in the U.S. patient pharmacy co-payments ranged from $2468-$12,844 depending on agent and patient plan. In all settings, cost-savings could not be demonstrated even when the modelling assumed 100% protection from recurrent ischaemic strokes, due to the very low underlying risk of recurrent ischaemic stroke in this population (1.27 per 100 patient-years). CONCLUSIONS: Anticoagulation of non-AF patients may cause excess bleeds and add substantial costs for uncertain benefits, suggesting a personalised approach to anticoagulation in ESUS patients.


Subject(s)
Anticoagulants/adverse effects , Anticoagulants/economics , Drug Costs , Embolic Stroke/economics , Embolic Stroke/prevention & control , Hemorrhage/chemically induced , Ischemic Stroke/economics , Ischemic Stroke/prevention & control , Secondary Prevention/economics , Administration, Oral , Anticoagulants/administration & dosage , Aspirin/adverse effects , Aspirin/economics , Clinical Trials as Topic , Cost-Benefit Analysis , Dabigatran/adverse effects , Dabigatran/economics , Embolic Stroke/epidemiology , Humans , Ischemic Stroke/epidemiology , Models, Economic , Recurrence , Retrospective Studies , Risk Assessment , Risk Factors , Rivaroxaban/adverse effects , Rivaroxaban/economics , Time Factors , Treatment Outcome
12.
J Altern Complement Med ; 27(4): 331-341, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33571026

ABSTRACT

Objective: To evaluate the long-term cost-effectiveness of ginkgolide plus aspirin compared with placebo plus aspirin treatment of ischemic stroke. Background: Stroke is the leading cause of death and long-term disability in China, with high incidence, high mortality, and heavy disease burden. In addition to Western medicines, Chinese clinical guidelines for diagnosis and treatment of acute ischemic stroke recommend application of Chinese patent medicines. Ginkgolide injection is commonly used in the clinical treatment of stroke in China to promote blood circulation and remove blood stasis. The economy of ginkgolide injection needs to be evaluated. Methods: A Markov model was constructed consisting of four disease states: no significant disability, disability, stroke recurrence, and death. Therapeutic data were taken from the Ginkgolide in Ischemic Stroke Patients with Large Artery Atherosclerosis (GISAA) study. Utilities and transition probabilities were extracted from the literature. Cost data were obtained from the China Health Statistics Yearbook and hospital record survey. Expected costs and quality-adjusted life-years (QALYs) of 13 years of cycles (calculated by average age of subjects and Chinese life expectancy) were calculated through TreeAge Pro11 software. The willingness-to-pay (WTP) threshold was set as the Chinese per capita Gross Domestic Product (GDP) in 2019, CN¥70,892/QALY. The results were analyzed by single factor and probability sensitivity analyses. Results: Ginkgolide plus aspirin had a higher expected per-patient cost than placebo plus aspirin but a higher QALYs. Compared with placebo plus aspirin, ginkgolide plus aspirin produced an incremental cost-effectiveness ratio of CN¥14,866.06/QALY, which is below the WTP threshold. Probabilistic sensitivity analysis suggested the acceptability of ginkgolide plus aspirin was higher than that of placebo plus aspirin. Conclusions: The present cost-effectiveness analysis showed that addition of ginkgolides to conventional treatment is cost-effective at a threshold the Chinese per capita GDP.


Subject(s)
Cost-Benefit Analysis , Ginkgolides , Ischemic Stroke , Aspirin/economics , Aspirin/therapeutic use , Ginkgolides/economics , Ginkgolides/therapeutic use , Humans , Ischemic Stroke/drug therapy , Ischemic Stroke/economics , Ischemic Stroke/mortality , Markov Chains , Prospective Studies , Quality-Adjusted Life Years , Randomized Controlled Trials as Topic
13.
Stroke ; 52(2): 664-673, 2021 01.
Article in English | MEDLINE | ID: mdl-33423511

ABSTRACT

BACKGROUND AND PURPOSE: Mechanical thrombectomy (MT) has been recommended for the treatment of nonminor ischemic stroke by national and international guidelines, but cost-effectiveness evidence has been generated for only a few countries using heterogeneous evaluation methods. We estimate the cost-effectiveness of MT across 32 European countries. METHODS: A Markov model was developed to estimate the cost-effectiveness of MT compared with standard care over a 5-year time horizon. Patients with ischemic stroke eligible for MT were identified from 2017 country-specific incidence data. A societal perspective was adopted, including health, social, and informal care costs, and productivity losses. Model outcomes were expressed as quality-adjusted life years. Sensitivity analyses were conducted to test the robustness of findings. RESULTS: We identified 267 514 ischemic stroke cases that were eligible for MT treatment across 32 European countries. MT was found to be more effective and cheaper than standard care in two-thirds of the countries (21/32) and cost-effective in all but one country (Bulgaria). Across Europe, the intervention was estimated to produce over 101 327 additional quality-adjusted life years (95% uncertainty interval, 65 180-149 085) and cost savings of $981 million (€868 million, 95% uncertainty interval, -1544 to 2564) and of $1.7 billion (€1.5 billion, 95% uncertainty interval, -1.2 to 3.6) in health and social care and societal costs, respectively. CONCLUSIONS: MT is highly likely to be cost-effective compared with standard care across Europe as a whole and in the vast majority of European countries.


Subject(s)
Ischemic Stroke/economics , Thrombectomy/economics , Cost Savings , Cost-Benefit Analysis , Databases, Factual , Efficiency , Europe/epidemiology , Health Care Costs , Humans , Incidence , Ischemic Stroke/mortality , Ischemic Stroke/therapy , Markov Chains , Quality-Adjusted Life Years , Sensitivity and Specificity , Survival Analysis
14.
J Neurointerv Surg ; 13(6): 519-523, 2021 Jun.
Article in English | MEDLINE | ID: mdl-32737204

ABSTRACT

BACKGROUND: Although mechanical thrombectomy for acute ischemic stroke from a large vessel occlusion is now the standard of care, little is known about cost variations in stroke patients following thrombectomy and factors that influence these variations. METHODS: We evaluated claims data for 2016 to 2018 for thrombectomy-performing hospitals within Michigan through a registry that includes detailed episode payment information for both Medicare and privately insured patients. We aimed to analyze price-standardized and risk-adjusted 90-day episode payments in patients who underwent thrombectomy. Hospitals were grouped into three payment terciles for comparison. Statistical analysis was carried out using unpaired t-test, Chi-square, and ANOVA tests. RESULTS: 1076 thrombectomy cases treated at 16 centers were analyzed. The average 90-day episode payment by hospital ranged from $53 046 to $81,767, with a mean of $65 357. A $20 467 difference (35.1%) existed between the high and low payment hospital terciles (P<0.0001), highlighting a significant payment variation across hospital terciles. The primary drivers of payment variation were related to post-discharge care which accounted for 38% of the payment variation (P=0.0058, inter-tercile range $11,977-$19,703) and readmissions accounting for 26% (P=0.016, inter-tercile range $3,315-$7,992). This was followed by professional payments representing 20% of the variation (P<0.0001, inter-tercile range $7525-$9,922), while index hospitalization payment was responsible for only 16% of the 90-day episode payment variation (P=0.10, inter-tercile range $35,432-$41,099). CONCLUSIONS: There is a wide variation in 90-day episode payments for patients undergoing mechanical thrombectomy across centers. The main drivers of payment variation are related to differences in post-discharge care and readmissions.


Subject(s)
Brain Ischemia/economics , Brain Ischemia/surgery , Insurance Claim Review/economics , Ischemic Stroke/economics , Ischemic Stroke/surgery , Thrombectomy/economics , Aftercare/economics , Aftercare/trends , Aged , Brain Ischemia/epidemiology , Female , Hospitalization/economics , Hospitalization/trends , Humans , Insurance Claim Review/trends , Ischemic Stroke/epidemiology , Male , Medicare/economics , Medicare/trends , Michigan/epidemiology , Middle Aged , Patient Discharge/economics , Patient Discharge/trends , Thrombectomy/trends , Time Factors , United States/epidemiology
16.
J Stroke Cerebrovasc Dis ; 30(2): 105417, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33307290

ABSTRACT

OBJECTIVE: To investigate whether utilizing a LDL-direct laboratory test rather than a lipid panel to determine LDL-C as part of the inpatient stroke and TIA workup is more cost-effective to the patient and hospital system. A retrospective analysis was conducted on all patients admitted to UCSD La Jolla and Hillcrest Hospital and discharged with a final diagnosis of ischemic stroke or transient ischemic attack between 7/2016 and 6/2019. A cost-analysis was extrapolated based on the current cost of each test as provided by the UCSD hospital billing department as of June 2020. Patients started on a statin, who were not on one prior to admission, were also analyzed to highlight the importance of an accurate LDL-C on management of dyslipidemia. RESULTS: A total of 1245 patients were included in the study with 87% representing Ischemic strokes and 13% transient ischemic attacks. Over the three-year period, a total savings of $77,545 would be achieved if LDL-direct were used in place of a lipid-panel, representing an overall cost savings of 33%. Over the same time-frame, 536 (43%) patients were started on a statin that were not previously on one. CONCLUSIONS: Ordering a LDL-direct test should be considered over a lipid panel to evaluate LDL-C as it may prove to be the most cost effective approach to both the patient and Healthcare system.


Subject(s)
Blood Chemical Analysis/economics , Dyslipidemias/diagnosis , Dyslipidemias/economics , Hospital Costs , Ischemic Attack, Transient/diagnosis , Ischemic Attack, Transient/economics , Ischemic Stroke/diagnosis , Lipoproteins, LDL/blood , Biomarkers/blood , California , Cost Savings , Cost-Benefit Analysis , Dyslipidemias/blood , Dyslipidemias/drug therapy , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Inpatients , Ischemic Attack, Transient/blood , Ischemic Attack, Transient/drug therapy , Ischemic Stroke/blood , Ischemic Stroke/drug therapy , Ischemic Stroke/economics , Predictive Value of Tests , Retrospective Studies
17.
JAMA Netw Open ; 3(8): e2012476, 2020 08 03.
Article in English | MEDLINE | ID: mdl-32840620

ABSTRACT

Importance: Two 2018 randomized controlled trials (DAWN and DEFUSE 3) demonstrated the clinical benefit of mechanical thrombectomy (MT) more than 6 hours after onset in acute ischemic stroke (AIS). Health-economic evidence is needed to determine whether the short-term health benefits of late MT translate to a cost-effective option during a lifetime in the United States. Objective: To compare the cost-effectiveness of 2 strategies (MT added to standard medical care [SMC] vs SMC alone) for various subgroups of patients with AIS receiving care more than 6 hours after symptom onset. Design, Setting, and Participants: This economic evaluation study used the results of the DAWN and DEFUSE 3 trials to populate a cost-effectiveness model from a US health care perspective combining a decision tree and Markov trace. The DAWN and DEFUSE 3 trials enrolled 206 international patients from 2014 to 2017 and 182 US patients from 2016 to 2017, respectively. Patients were followed until 3 months after stroke. The clinical outcome at 3 months was available for 29 subgroups of patients with AIS and anterior circulation large vessel occlusions. Data analysis was conducted from July 2018 to October 2019. Exposures: MT with SMC in the extended treatment window vs SMC alone. Main Outcomes and Measures: Expected costs and quality-adjusted life-years (QALYs) during lifetime were estimated. Deterministic results (incremental costs and effectiveness, incremental cost-effectiveness ratios, and net monetary benefit) were presented, and probabilistic analyses were performed for the total populations and 27 patient subgroups. Results: In the DAWN study, the MT group had a mean (SD) age of 69.4 (14.1) years and 42 of 107 (39.3%) were men, and the control group had a mean (SD) age of 70.7 (13.2) years and 51 of 99 (51.5%) were men. In the DEFUSE 3 study, the MT group had a median (interquartile range) age of 70 (59-79) years, and 46 of 92 (50.0%) were men, and the control group had a median (interquartile range) age of 71 (59-80) years, and 44 of 90 (48.9%) were men. For the total trial population, incremental cost-effectiveness ratios were $662/QALY and $13 877/QALY based on the DAWN and DEFUSE 3 trials, respectively. MT with SMC beyond 6 hours had a probability greater than 99.9% of being cost-effective vs SMC alone at a willingness-to-pay threshold of $100 000/QALY. Subgroup analyses showed a wide range of probabilities for MT with SMC to be cost-effective at a willingness-to-pay threshold of $50 000/QALY, with the greatest uncertainty observed for patients with a National Institute of Health Stroke Scale score of at least 16 and for those aged 80 years or older. Conclusions and Relevance: The results of this study suggest that late MT added to SMC is cost-effective in all subgroups evaluated in the DAWN and DEFUSE 3 trials, with most results being robust in probabilistic sensitivity analyses. Future MT evidence-gathering could focus on older patients and those with National Institute of Health Stroke Scale scores of 16 and greater.


Subject(s)
Cost-Benefit Analysis , Ischemic Stroke , Thrombectomy , Aged , Aged, 80 and over , Female , Humans , Ischemic Stroke/economics , Ischemic Stroke/therapy , Male , Middle Aged , Models, Statistical , Quality-Adjusted Life Years , Randomized Controlled Trials as Topic , Thrombectomy/economics , Thrombectomy/statistics & numerical data
18.
Circ Cardiovasc Qual Outcomes ; 13(7): e006492, 2020 07.
Article in English | MEDLINE | ID: mdl-32615799

ABSTRACT

BACKGROUND: Healthcare payers in the United States are increasingly tying provider payments to quality and value using pay-for-performance policies. Cost-effectiveness analysis quantifies value in healthcare but is not currently used to design or prioritize pay-for-performance strategies or metrics. Acute ischemic stroke care provides a useful application to demonstrate how simulation modeling can be used to determine cost-effective levels of financial incentives used in pay-for-performance policies and associated challenges with this approach. METHODS AND RESULTS: Our framework requires a simulation model that can estimate quality-adjusted life years and costs resulting from improvements in a quality metric. A monetary level of incentives can then be back-calculated using the lifetime discounted quality-adjusted life year (which includes effectiveness of quality improvement) and cost (which includes incentive payments and cost offsets from quality improvements) outputs from the model. We applied this framework to an acute ischemic stroke microsimulation model to calculate the difference in population-level net monetary benefit (willingness-to-pay of $50 000 to $150 000/quality-adjusted life year) accrued under current Medicare policy (stroke payment not adjusted for performance) compared with various hypothetical pay-for-performance policies. Performance measurement was based on time-to-thrombolytic treatment with tPA (tissue-type plasminogen activator). Compared with current payment, equivalent population-level net monetary benefit was achieved in pay-for-performance policies with 10-minute door-to-needle time reductions (5057 more acute ischemic stroke cases/y in the 0-3-hour window) incentivized by increasing tPA payment by as much as 18% to 44% depending on willingness-to-pay for health. CONCLUSIONS: Cost-effectiveness modeling can be used to determine the upper bound of financial incentives used in pay-for-performance policies, although currently, this approach is limited due to data requirements and modeling assumptions. For tPA payments in acute ischemic stroke, our model-based results suggest financial incentives leading to a 10-minute decrease in door-to-needle time should be implemented but not exceed 18% to 44% of current tPA payment. In general, the optimal level of financial incentives will depend on willingness-to-pay for health and other modeling assumptions around parameter uncertainty and the relationship between quality improvements and long-run quality-adjusted life expectancy and costs.


Subject(s)
Health Care Costs , Ischemic Stroke/economics , Ischemic Stroke/therapy , Physician Incentive Plans/economics , Quality Improvement/economics , Quality Indicators, Health Care/economics , Reimbursement, Incentive/economics , Adult , Aged , Aged, 80 and over , Computer Simulation , Cost-Benefit Analysis , Female , Humans , Ischemic Stroke/diagnosis , Life Expectancy , Male , Middle Aged , Models, Economic , Quality of Life , Quality-Adjusted Life Years , Time Factors , Treatment Outcome , United States
19.
J Neurointerv Surg ; 12(12): 1161-1165, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32457225

ABSTRACT

BACKGROUND: The benefit of endovascular thrombectomy (EVT) in stroke patients with large-vessel occlusion (LVO) depends on the degree of recanalization achieved. We aimed to determine the health outcomes and cost implications of achieving TICI 2b vs TICI 3 reperfusion in acute stroke patients with LVO. METHODS: A decision-analytic study was performed with Markov modeling to estimate the lifetime quality-adjusted life years (QALY) of EVT-treated patients, and costs based on the degree of reperfusion achieved. The study was performed with a societal perspective in the United States' setting. The base case calculations were performed in three age groups: 55-, 65-, and 75-year-old patients. RESULTS: Within 90 days, achieving TICI 3 resulted in a cost saving of $3676 per patient and health benefit of 11 days in perfect health as compared with TICI 2b. In the long term, for the three age groups, achieving TICI 3 resulted in cost savings of $46,498, $25,832, and $15 719 respectively, and health benefits of 2.14 QALYs, 1.71 QALYs, and 1.23 QALYs. Every 1% increase in TICI 3 in 55-year-old patients nationwide resulted in a cost saving of $3.4 million and a health benefit of 156 QALYs. Among 65-year-old patients, the corresponding cost savings and health benefit were $1.9 million and 125 QALYs. CONCLUSION: There are substantial cost and health implications in achieving complete vs incomplete reperfusion after EVT. Our study provides a framework to assess the cost-benefit analysis of emerging diagnostic and therapeutic techniques that might improve patient selection, and increase the chances of achieving complete reperfusion.


Subject(s)
Brain Ischemia/economics , Brain Ischemia/therapy , Cost-Benefit Analysis/methods , Ischemic Stroke/economics , Ischemic Stroke/therapy , Mechanical Thrombolysis/economics , Aged , Cerebral Revascularization/economics , Cerebral Revascularization/trends , Decision Support Techniques , Female , Humans , Male , Mechanical Thrombolysis/trends , Middle Aged , Thrombectomy/economics , Thrombectomy/trends
20.
Int J Stroke ; 15(1): 75-84, 2020 01.
Article in English | MEDLINE | ID: mdl-30758277

ABSTRACT

BACKGROUND: Recently, two randomized controlled trials demonstrated the benefit of mechanical thrombectomy performed between 6 and 24 h in acute ischemic stroke. The current economic evidence is supporting the intervention only within 6 h, but extended thrombectomy treatment times may result in better long-term outcomes for a larger cohort of patients. AIMS: We compared the cost-utility of mechanical thrombectomy in addition to medical treatment versus medical treatment alone performed beyond 6 h from stroke onset in the UK National Health Service (NHS). METHODS: A cost-utility analysis of mechanical thrombectomy compared to medical treatment was performed using a Markov model that estimates expected costs and quality-adjusted life years (QALYs) over a 20-year time horizon. We present the results of three models using the data from the DEFUSE 3 and DAWN trials and evidence from published sources. RESULTS: Over a 20-year period, the incremental cost per QALY of mechanical thrombectomy was $1564 (£1219) when performed after 12 h from onset, $5253 (£4096) after 16 h and $3712 (£2894) after 24 h. The probabilistic sensitivity analysis demonstrated that thrombectomy had a 99.9% probability of being cost-effective at the minimum willingness to pay for a QALY commonly used in the UK. CONCLUSIONS: The results of this study demonstrate that performing mechanical thrombectomy up to 24 h from acute ischemic stroke symptom onset is still cost-effective, suggesting that this intervention should be implemented by the NHS on the basis of improvement in quality of life as well as economic grounds.


Subject(s)
Cost-Benefit Analysis , Ischemic Stroke/economics , Thrombectomy/economics , Thrombolytic Therapy/economics , Humans , Ischemic Stroke/therapy , Markov Chains , Models, Economic , Quality-Adjusted Life Years , Time Factors
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