1
|
Kumar M, Beyea S, Hu S, Kamal N. Exploring the role of in-patient magnetic resonance imaging use among admitted ischemic stroke patients in improving patient outcomes and reducing healthcare resource utilization. Front Neurol 2024; 15:1305514. [PMID: 38562429 PMCID: PMC10983768 DOI: 10.3389/fneur.2024.1305514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 03/05/2024] [Indexed: 04/04/2024] Open
Abstract
Purpose Despite the diagnostic and etiological significance of in-patient MRI in ischemic stroke (IS), its utilization is considered resource-intensive, expensive, and thus limiting feasibility and relevance. This study investigated the utilization of in-patient MRI for IS patients and its impact on patient and healthcare resource utilization outcomes. Methods This retrospective registry-based study analyzed 1,956 IS patients admitted to Halifax's QEII Health Centre between 2015 and 2019. Firstly, temporal trends of MRI and other neuroimaging utilization were evaluated. Secondly, we categorized the cohort into two groups (MRI vs. No MRI; in addition to a non-contrast CT) and investigated adjusted differences in patient outcomes at admission, discharge, and post-discharge using logistic regression. Additionally, we analyzed healthcare resource utilization using Poisson log-linear regression. Furthermore, patient outcomes significantly associated with MRI use underwent subgroup analysis for stroke severity (mild stroke including transient ischemic attack vs. moderate and severe stroke) and any acute stage treatment (thrombolytic or thrombectomy or both vs. no treatment) subgroups, while using an age and sex-adjusted logistic regression model. Results MRI was used in 40.5% patients; non-contrast CT in 99.3%, CT angiogram in 61.8%, and CT perfusion in 50.3%. Higher MRI utilization was associated with male sex, younger age, mild stroke, wake-up stroke, and no thrombolytic or thrombectomy treatment. MRI use was independently associated with lower in-hospital mortality (adjusted OR, 0.23; 95% CI, 0.15-0.36), lower symptomatic neurological status changes (0.64; 0.43-0.94), higher home discharge (1.32; 1.07-1.63), good functional outcomes at discharge (mRS score 0-2) (1.38; 1.11-1.72), lower 30-day stroke re-admission rates (0.48; 0.26-0.89), shorter hospital stays (regression coefficient, 0.92; 95% CI, 0.90-0.94), and reduced direct costs of hospitalization (0.90; 0.89-0.91). Subgroup analysis revealed significantly positive association of MRI use with most patient outcomes in moderate and severe strokes subgroup and non-acutely treated subgroup. Conversely, outcomes in mild strokes (including TIAs) subgroup and acute treatment subgroup were comparable regardless of MRI use. Conclusion A substantial proportion of admitted IS patients underwent MRI, and MRI use was associated with improved patient outcomes and reduced healthcare resource utilization. Considering the multifactorial nature of IS patient outcomes, further randomized controlled trials are suggested to investigate the role of increased MRI utilization in optimizing in-patient IS management.
Collapse
Affiliation(s)
- Mukesh Kumar
- Department of Industrial Engineering, Dalhousie University, Halifax, NS, Canada
| | - Steven Beyea
- Department of Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada
- IWK Health, Halifax, NS, Canada
| | - Sherry Hu
- Division of Neurology, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Noreen Kamal
- Department of Industrial Engineering, Dalhousie University, Halifax, NS, Canada
- Division of Neurology, Department of Medicine, Dalhousie University, Halifax, NS, Canada
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| |
Collapse
|
2
|
Harris J, Yoon J, Salem M, Selim M, Kumar S, Lioutas VA. Utility of Transthoracic Echocardiography in Diagnostic Evaluation of Ischemic Stroke. Front Neurol 2020; 11:103. [PMID: 32132971 PMCID: PMC7040372 DOI: 10.3389/fneur.2020.00103] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 01/29/2020] [Indexed: 12/12/2022] Open
Abstract
Objective: Transthoracic echocardiography (TTE) is routinely performed as part of standard acute ischemic stroke (AIS) workup. However, the overall yield of TTE is unclear and many patients may undergo unnecessary investigations. This study aims to investigate the utility of TTE as part of AIS workup. Methods: We collected data on consecutive patients with AIS who were admitted to our institution between 07/01/2016 and 09/30/2017. Patients were included based on neuroimaging-documented AIS, age >18 and neuroimaging studies. Primary endpoint was the proportion of cases in which TTE yielded relevant finding, defined as Atrial Septa Defect or Patent Foramen Ovale, left atrial enlargement, left ventricular thrombus or ejection fraction of <35%. Secondary endpoint was the proportion of patients who had a TTE-drive change in management. Results: Among 548 AIS patients (median age 71 [59–81] years, 50% female), 482 (87%) underwent TTE. Clinically relevant findings were observed in 183 (38%) patients, leading to additional workup in 41 (8.5%). Further workup was associated with younger median age (58 [50–65] vs. 72 [62–81], p < 0.0001, and was less likely in suspected large vessel etiology (p = 0.02). Abnormal TTE lead to treatment change in 24 (5%) patients; 22/24 were started on anticoagulation. TTE results were less likely to influence treatment changes in older patients (71 [60–80] vs. 58 [49–69] years, p = 0.02) with known atrial fibrillation (p = 0.01). Conclusion: Our findings suggest that despite widespread use, the overall yield of TTE in AIS is low. Stratifying patients according to their likelihood of benefitting from it will be important toward better resource utilization.
Collapse
Affiliation(s)
- Jennifer Harris
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Jason Yoon
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Mohamed Salem
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States.,Department of Neurosurgery, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Magdy Selim
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Sandeep Kumar
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | | |
Collapse
|
3
|
Cipriano LE, Steinberg ML, Gazelle GS, González RG. Comparing and predicting the costs and outcomes of patients with major and minor stroke using the Boston Acute Stroke Imaging Scale neuroimaging classification system. AJNR Am J Neuroradiol 2009; 30:703-9. [PMID: 19164436 PMCID: PMC7051783 DOI: 10.3174/ajnr.a1441] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2008] [Accepted: 11/04/2008] [Indexed: 01/04/2023]
Abstract
BACKGROUND AND PURPOSE A neuroimaging-based ischemic stroke classification system that predicts costs and outcomes would be useful for clinical prognostication and hospital resource planning. The Boston Acute Stroke Imaging Scale (BASIS), a neuroimaging-based ischemic stroke classification system, was tested to determine whether it was able to predict the costs and clinical outcomes of patients with stroke at an urban academic medical center. MATERIALS AND METHODS Patients with ischemic stroke who presented in the emergency department in 2000 (230 patients) and 2005 (250 patients) were classified by using BASIS as having either a major or minor stroke. Compared outcomes included death, length of hospitalization, discharge disposition, use of imaging and intensive care unit (ICU) resources, and total in-hospital cost. Continuous variables were compared by univariate analysis by using the Student t test or the Satterthwaite test adjusted for unequal variances. Categoric variables were tested with the chi(2) test. Multiple regression analyses related total hospital cost (dependent variable) to stroke severity (major versus minor), sex, age, presence of comorbidities, and death during hospitalization. Logistic regression analysis was applied to identify the significant predictive variables indicating a greater likelihood of discharge home. RESULTS In both years, individuals with strokes classified as major had a significantly longer length of stay, spent more days in the ICU, and had a higher cost of hospitalization than patients with minor strokes (all outcomes, P < .0001). All deaths (8 in 2000, 26 in 2005) occurred in patients with major stroke. Whereas 73% of patients with minor stroke were discharged home, only 12.2% of patients with major stroke were discharged home (P < .0001); 61% of patients with major stroke were discharged to a rehabilitation or skilled nursing facility. Patients with major stroke cost 4.4 times and 3.0 times that of patients with minor stroke in 2000 and 2005, respectively. Making up less than one third of all patients, patients with major stroke accounted for 60% of the total in-hospital cost of acute stroke care. CONCLUSIONS BASIS, a neuroimaging-based stroke classification system, is highly effective at predicting in-hospital resource use, acute-hospitalization cost, and outcome. Predictive ability was maintained across the years studied.
Collapse
Affiliation(s)
- L E Cipriano
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Mass. 02114, USA
| | | | | | | |
Collapse
|
4
|
Epifanov Y, Dodel R, Haacke C, Schaeg M, Schöffski O, Hennerici M, Back T. Costs of acute stroke care on regular neurological wards: A comparison with stroke unit setting. Health Policy 2007; 81:339-49. [PMID: 16930763 DOI: 10.1016/j.healthpol.2006.07.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2006] [Revised: 07/17/2006] [Accepted: 07/18/2006] [Indexed: 10/24/2022]
Abstract
OBJECTIVES Stroke unit care has been shown to be beneficial but costly. In an own previous study, the resource utilization of stroke unit care has been evaluated. Since the resource utilization on regular neurological wards is widely unknown, we determined the costs for acute stroke care on regular neurological wards to compare both treatment settings. METHODS AND PATIENTS We included 253 consecutive in-patients with the diagnosis of ischemic stroke (IS), intracerebral hemorrhage (ICH) or transient ischemic attack (TIA) treated on regular wards at a German University Department of Neurology, between 1 January and 30 June 1998. The modified Rankin scale (mRS) was used to assess outcome. Costs of stroke care were calculated from the perspective of the healthcare provider (hospital) by using a bottom-up approach. Resource utilization was compared to stroke unit care as determined in a previous study. Prices of 2002 were used (in Euros). RESULTS IS was present in 78% (n=196), TIA in 13% (n=34), and ICH in 9% (n=23) of patients. Length of stay was 11.1+/-8.9 (mean+/-S.D., IS), 11.1+/-6.5 (TIA), and 16.9+/-15.5 (ICH) days (p>0.05). Mean costs of stroke care were euro 3060 (US$ 3180) for TIA, euro 3070 (US$ 3200) for IS and euro 5210 (US$ 5430) for ICH (p<0.05, ICH versus IS and TIA). The highest costs were due to non-medical care (46%) and personnel (25%). The mRS improved during hospitalization from 3.0+/-1.6 to 2.2+/-1.8 (p<0.01). Compared to care on regular neurological wards, mean costs per admission with treatment on stroke units increased by 7.0%, mean costs per day by 15.6%. CONCLUSION The comparison - considering a potential bias of patient selection - shows that acute stroke unit care is approximately 16% more costly than treatment on regular neurological wards due to higher resource use of personnel and diagnostic procedures. Stroke unit treatment tends to decrease post-acute in-patient care costs.
Collapse
Affiliation(s)
- Yaroslav Epifanov
- Department of Neurology, Klinikum Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | | | | | | | | | | | | |
Collapse
|
5
|
Yoneda Y, Okuda S, Hamada R, Toyota A, Gotoh J, Watanabe M, Okada Y, Ikeda K, Ibayashi S, Hasegawa Y. Hospital cost of ischemic stroke and intracerebral hemorrhage in Japanese stroke centers. Health Policy 2004; 73:202-11. [PMID: 15978963 DOI: 10.1016/j.healthpol.2004.11.016] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2004] [Accepted: 11/09/2004] [Indexed: 11/21/2022]
Abstract
BACKGROUND In Japan, the healthcare expenditure has increased to 8.0% of the gross domestic products in 2001. Stroke care is costly. OBJECTIVE To examine hospital costs and clinical outcomes of ischemic stroke (IS) and intracerebral hemorrhage (ICH) in Japanese stroke centers. DESIGN A prospective non-interventional multi-center study. SETTING Ten Japanese stroke centers. STUDY PERIOD Fourteen months between October 2000 and December 2001. PATIENTS Patients were those who were consecutively hospitalized with acute IS or ICH within 72 h of onset, excluding subarachnoid hemorrhage. Stroke was defined as focal neurological deficits lasting more than 24 h and the relevant lesions were to be confirmed by brain CT and/or MRI. METHODS We examined demography, in-hospital cares, length of hospital stay, clinical outcomes at discharge, and direct hospital medical costs including physician's fees. The hospital medical cost data were collected from official hospital medical cost charts for reimbursement to the healthcare insurance systems. RESULTS There were a total of 1113 patients with a mean age of 70 years, of whom 913 (82%) patients had an IS and 200 (18%) patients had an ICH. The 317 patients (28%) experienced a recurrent stroke. Patients with ICH had the higher baseline stroke severity, resulting in longer hospitalization (39 days for IS and 46 days for ICH; P<0.001), lower independence rate at discharge (55 and 40%; P<0.001), higher mortality rate (5 and 10%; P=0.03), and higher medical costs (US dollar 8662 and US dollar 10,260; P<0.001) than those with IS. Patients with recurrent stroke had significantly older age, higher stroke severity, and lower independence rate at discharge than those with first-ever stroke. The length of stay, in-hospital mortality, and hospital medical costs were similar among first-ever and recurrent strokes. In subtype of IS, patients with cardioembolic stroke had the worst neurological deficits, poorest outcomes, and highest medical costs. The hospital costs had a greatest association with length of stay. CONCLUSIONS Stroke care is costly in Japan. ICH is more likely to impose substantial physical and economic burden than IS. Because the cares of both first-ever and recurrent stroke were costly, primary and secondary prevention of stroke is important on the healthcare aspects.
Collapse
Affiliation(s)
- Yukihiro Yoneda
- Division of Neurology, Hyogo Brain and Heart Center and Kobe Red Cross Hospital, 1-3-1 Wakihama Bay Street, Chuo-ku, Kobe 651-0073, Japan.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
6
|
Abstract
BACKGROUND Stroke care pathways have the potential to promote organised and efficient patient care that is based on best evidence and guidelines, but evidence to support their use is unclear. OBJECTIVES We aimed to assess the effects of care pathways, compared with standard medical care, among patients with acute stroke who had been admitted to hospital. SEARCH STRATEGY We searched the Cochrane Stroke Group Trials Register (last searched in June 2003), the Cochrane Central Register of Controlled Trials (The Cochrane Library, Issue 2, 2003), MEDLINE (1975 to June 2003), EMBASE (1980 to June 2003), CINAHL (1982 to June 2003), ISI Proceedings: Science & Technology (1990 to November 2003), and HealthSTAR (1994 to May 2001). We also handsearched the Journal of Integrated Care Pathways (2001 to 2003), formerly Journal of Managed Care (1997 to 1998) and Journal of Integrated Care (1998 to 2001). Reference lists of articles were searched. SELECTION CRITERIA We considered randomised controlled trials and non-randomised studies that compared care pathway care with standard medical care. DATA COLLECTION AND ANALYSIS One reviewer selected studies for inclusion and the other independently checked the decisions. Two reviewers independently assessed the methodological quality of the studies. One reviewer extracted the data and the other checked the extracted data. MAIN RESULTS Three randomised controlled trials (340 patients) and 12 non-randomised studies (4081 patients) were included. There was significant statistical heterogeneity in the analysis of many of the outcomes. We found no significant difference between care pathway and control groups in terms of death or discharge destination. Patients managed with a care pathway were: (a) more dependent at discharge (P = 0.04); (b) less likely to suffer a urinary tract infection (Odds Ratio (OR) 0.51, 95% Confidence Interval (CI) 0.34 to 0.79); (c) less likely to be readmitted (OR 0.11, 95% CI 0.03 to 0.39); and (d) more likely to have neuroimaging (OR 2.42, 95% CI 1.12 to 5.25). Evidence from randomised trials suggested that patient satisfaction and quality of life were significantly lower in the care pathway group (P = 0.02 and P < 0.005 respectively). REVIEWERS' CONCLUSIONS Use of stroke care pathways may be associated with positive and negative effects. Since most of the results have been derived from non-randomised studies, they are likely to be influenced by potential biases and confounding factors. There is currently insufficient supporting evidence to justify the routine implementation of care pathways for acute stroke management or stroke rehabilitation.
Collapse
Affiliation(s)
- J Kwan
- University Department of Geriatric Medicine, University of Southampton, Level E (807), Southampton General Hospital, Tremona Road, Southampton, HANTS, UK, SO16 6YD.
| | | |
Collapse
|
7
|
Abstract
BACKGROUND Stroke care pathways have the potential to promote organised and efficient patient care that is based on best evidence and guidelines, but evidence to support their use is unclear. OBJECTIVES We aimed to assess the effects of care pathways, compared with standard medical care, among patients with acute stroke who had been admitted to hospital. SEARCH STRATEGY We searched the Cochrane Stroke Group Trials Register (last searched in June 2003), the Cochrane Central Register of Controlled Trials (The Cochrane Library, Issue 2, 2003), MEDLINE (1975 to June 2003), EMBASE (1980 to June 2003), CINAHL (1982 to June 2003), ISI Proceedings: Science & Technology (1990 to November 2003), and HealthSTAR (1994 to May 2001). We also handsearched the Journal of Integrated Care Pathways (2001 to 2003), formerly Journal of Managed Care (1997 to 1998) and Journal of Integrated Care (1998 to 2001). Reference lists of articles were searched. SELECTION CRITERIA We considered randomised controlled trials and non-randomised studies that compared care pathway care with standard medical care. DATA COLLECTION AND ANALYSIS One reviewer selected studies for inclusion and the other independently checked the decisions. Two reviewers independently assessed the methodological quality of the studies. One reviewer extracted the data and the other checked the extracted data. MAIN RESULTS Three randomised controlled trials (340 patients) and 12 non-randomised studies (4081 patients) were included. There was significant statistical heterogeneity in the analysis of many of the outcomes. We found no significant difference between care pathway and control groups in terms of death or discharge destination. Patients managed with a care pathway were: (a) more dependent at discharge (P = 0.04); (b) less likely to suffer a urinary tract infection (Odds Ratio (OR) 0.51, 95% Confidence Interval (CI) 0.34 to 0.79); (c) less likely to be readmitted (OR 0.11, 95% CI 0.03 to 0.39); and (d) more likely to have neuroimaging (OR 2.42, 95% CI 1.12 to 5.25). Evidence from randomised trials suggested that patient satisfaction and quality of life were significantly lower in the care pathway group (P = 0.02 and P < 0.005 respectively). REVIEWERS' CONCLUSIONS Use of stroke care pathways may be associated with positive and negative effects. Since most of the results have been derived from non-randomised studies, they are likely to be influenced by potential biases and confounding factors. There is currently insufficient supporting evidence to justify the routine implementation of care pathways for acute stroke management or stroke rehabilitation.
Collapse
Affiliation(s)
- J Kwan
- University Department of Geriatric Medicine, University of Southampton, Level E (807), Southampton General Hospital, Tremona Road, Southampton, HANTS, UK, SO16 6YD.
| | | |
Collapse
|
8
|
Schleinitz MD, Weiss JP, Owens DK. Clopidogrel versus aspirin for secondary prophylaxis of vascular events: a cost-effectiveness analysis. Am J Med 2004; 116:797-806. [PMID: 15178495 DOI: 10.1016/j.amjmed.2004.01.014] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2002] [Accepted: 01/07/2004] [Indexed: 11/19/2022]
Abstract
PURPOSE Clopidogrel is more effective than aspirin in preventing recurrent vascular events, but concerns about its cost-effectiveness have limited its use. We evaluated the cost-effectiveness of clopidogrel and aspirin as secondary prevention in patients with a prior myocardial infarction, a prior stroke, or peripheral arterial disease. METHODS We constructed Markov models assuming a societal perspective, and based analyses on the lifetime treatment of a 63-year-old patient facing event probabilities derived from the Clopidogrel versus Aspirin in Patients at Risk of Ischemic Events (CAPRIE) trial as the base case. Outcome measures included costs, life expectancy in quality-adjusted life-years (QALYs), incremental cost-effectiveness ratios, and events averted. RESULTS In patients with peripheral arterial disease, clopidogrel increased life expectancy by 0.55 QALYs at an incremental cost-effectiveness ratio of $25,100 per QALY, as compared with aspirin. In poststroke patients, clopidogrel increased life expectancy by 0.17 QALYs at a cost of $31,200 per QALY. Aspirin was both less expensive and more effective than clopidogrel in post-myocardial infarction patients. In probabilistic sensitivity analyses, our evaluation for patients with peripheral vascular disease was robust. Evaluations of stroke and myocardial infarction patients were sensitive predominantly to the cost and efficacy of clopidogrel, with aspirin therapy more effective and less expensive in 153 of 1000 simulations (15.3%) in poststroke patients and clopidogrel more effective in 119 of 1000 simulations (11.9%) in the myocardial infarction sample. CONCLUSION Clopidogrel provides a substantial increase in quality-adjusted life expectancy at a cost that is within traditional societal limits for patients with either peripheral arterial disease or a recent stroke. Current evidence does not support increased efficacy with clopidogrel relative to aspirin in patients following myocardial infarction.
Collapse
Affiliation(s)
- Mark D Schleinitz
- Department of Medicine (JPW), Stanford University, Palo Alto, California, USA.
| | | | | |
Collapse
|
9
|
Tu F, Anan M, Kiyohara Y, Okada Y, Nobutomo K. Analysis of hospital charges for ischemic stroke in Fukuoka, Japan. Health Policy 2004; 66:239-46. [PMID: 14637009 DOI: 10.1016/s0168-8510(03)00080-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
OBJECTIVES Stroke is a heavy economic burden on individuals, society, and health services in Japan, where health expenditures are rising rapidly. The objective of the present study was to examine medical services and demographic factors associated with increased inpatient charges for ischemic stroke in Japan. SUBJECTS AND METHODS The study subjects were 316 patients with a principal diagnosis of acute ischemic stroke who were discharged from the National Kyushu Medical Center Hospital from 1 July 1995 through 31 June 1999. Demographic, clinical, and administrative data were retrospectively collected from medical records and the hospital Clinical Financial Information System (CFIS). The influence of social and medical factors on total charges was analyzed using the stepwise multiple regression model. RESULTS Among the total subjects, the mean (median) length of hospital stay (LOHS) was 33 (30) days (range, 2-155 days). The mean (median) hospital charge per patient was US dollars 9020 (dollars 7974) with a range of dollars 336-54,509. The distribution of charges was 42% for fundamental, 17% for injection therapies, 13% for radiological test, 11% for other laboratory examinations, 3% for drugs, and 3% for operations. Stepwise multiple regression analysis revealed that LOHS was the key determinant of the hospital charge (partial R2=0.5993, P=0.0001). Operations (P=0.0001) and angiography (P=0.03) were also independent but less contributory determinants of the hospital charge. CONCLUSIONS LOHS was strongly, positively associated with inpatient charges for ischemic stroke in Japan. This implies that significant charge reductions are more likely to rely on shortening LOHS, which probably can be achieved by altering reimbursement policies.
Collapse
Affiliation(s)
- Feng Tu
- Department of Health Services Management and Policy, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
| | | | | | | | | |
Collapse
|
10
|
Bohannon RW, Lee N, Maljanian R. Postadmission function best predicts acute hospital outcomes after stroke. Am J Phys Med Rehabil 2002; 81:726-30. [PMID: 12362111 DOI: 10.1097/00002060-200210000-00002] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE This study was conducted to determine the relative value of selected variables for predicting three acute hospital outcomes (length of stay, charges, discharge destination) after stroke. DESIGN Data were obtained prospectively from 92 patients admitted with ischemic stroke to an acute care hospital. The relationship between five independent variables (age, sex, National Institutes of Health Stroke Scale [NIHSS] scores, prestroke Barthel Index scores, and postadmission Barthel Index scores) and the three outcome variables (hospital length of stay, hospital charges, and hospital discharge destination) were examined. RESULTS Significant bivariate correlations were found between two predictors (NIHSS scores and Barthel Index scores) and all three outcome variables. Regression analysis showed that once postadmission Barthel Index scores were accounted for, no other variable added to the prediction of hospital length of stay or discharge destination. The NIHSS score added to the explanation of hospital charges provided by postadmission Barthel Index scores. CONCLUSIONS Postadmission Barthel Index scores were the best predictor of the three outcomes measured in this study.
Collapse
Affiliation(s)
- Richard W Bohannon
- Institute of Outcomes Research and Evaluation, Hartford Hospital, Conneticut 06102, USA
| | | | | |
Collapse
|
11
|
Abstract
BACKGROUND Care within a stroke unit reduces death or dependency after stroke. However, studies have found significant variations in clinical practice, access to stroke unit care, organisation of patient care, and clinical outcome. Stroke care pathways have been introduced as a method to promote organised and efficient patient care that is based on best evidence and guidelines. OBJECTIVES We aimed to assess the effects of care pathways, as compared to standard medical care, among patients with acute stroke who had been admitted to hospital. SEARCH STRATEGY We searched the Cochrane Stroke Group Specialised Trials Register (last searched in May 2001), the Cochrane Controlled Trials Register (Issue 4, 2000), MEDLINE (1975-2000), EMBASE (1980-2000), CINAHL (1982-2000), the Index to Scientific and Technical Proceedings (ISTP, May 2001), and HealthSTAR (May 2001). We also handsearched the Journal of Managed Care (1997 to 1998), which was later renamed the Journal of Integrated Care (1998 to 2001). Reference lists of articles were searched. SELECTION CRITERIA We considered randomised controlled trials and non-randomised studies (quasi-randomised trials, comparative studies, controlled and uncontrolled before and after studies, and interrupted time series) that compared care pathway care with standard medical care. DATA COLLECTION AND ANALYSIS One reviewer selected studies for inclusion and the other independently checked the decisions. Two reviewers independently assessed the methodological quality of the studies. One reviewer extracted the data and the other checked the extracted data. Data from randomised and non-randomised studies were analysed separately. We found significant statistical heterogeneity in the analysis of two outcomes (computed tomography brain scanning and duration of stay). MAIN RESULTS There were three randomised controlled trials (total of 340 patients) and seven non-randomised studies (total of 1673 patients) that compared care pathway care with standard medical care. We found no difference between care pathway and control groups in terms of death, dependency, or discharge destination. Evidence from mainly non-randomised studies suggests that patients managed using a care pathway may be: a) less likely to suffer a urinary tract infection (OR 0.38, CI 0.18 to 0.79), b) less likely to be readmitted (OR 0.11, CI 0.03 to 0.39), and c) more likely to have a computed tomography brain scan (OR 3.66, CI 1.45 to 9.27) or carotid duplex study (OR 2.45, CI 1.3 to 4.61). Evidence from randomised trials suggests that patient satisfaction and quality of life may be significantly lower in the care pathway group (P=0.02 and P<0.005 respectively). REVIEWER'S CONCLUSIONS The use of care pathways to manage stroke patients in hospital may be associated with both positive and negative effects on the process of care and clinical outcomes. Since most of the results have been derived from non-randomised studies, they are likely to be influenced by potential biases and confounding factors. There is currently insufficient supporting evidence to justify routine implementation of care pathways for acute stroke management or stroke rehabilitation.
Collapse
Affiliation(s)
- J Kwan
- Department of Clinical Neurosciences, Western General Hospital, Crewe Road, Edinburgh, UK, EH4 2XU.
| | | |
Collapse
|
12
|
Broderick J, Lu M, Jackson C, Pancioli A, Tilley BC, Fagan SC, Kothari R, Levine SR, Marler JR, Lyden PD, Haley EC, Brott T, Grotta JC. Apolipoprotein E phenotype and the efficacy of intravenous tissue plasminogen activator in acute ischemic stroke. Ann Neurol 2001; 49:736-44. [PMID: 11409425 DOI: 10.1002/ana.1058] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We used stored plasma samples from 409 patients in the National Institute of Neurological Diseases and Stroke (NINDS) tissue plasminogen activator (t-PA) Stroke Trial to examine the relationship between an apolipoprotein (Apo) E2 or an Apo E4 phenotype and a favorable outcome 3 months after stroke, the risk of intracerebral hemorrhage, and the response to intravenous t-PA therapy. For the 27 patients with an Apo E2 phenotype who were treated with t-PA, the odds ratio (OR) of a favorable outcome at 3 months was 6.4 [95% confidence interval (CI) 2.7-15.3%] compared to the 161 patients without an Apo E2 phenotype who were treated with placebo. The 190 patients treated with t-PA who did not have an Apo E2 phenotype also had a greater, though less pronounced, likelihood of a favorable outcome (OR 2.0, 95% CI 1.2-3.2%) than patients without an Apo E2 phenotype treated with placebo. For the 31 patients with an Apo E2 phenotype treated with placebo, the OR of a favorable 3 month outcome was 0.8 (95% CI 0.4-1.7%) compared to the 161 patients without an Apo E2 phenotype treated with placebo. This interaction between treatment and Apo E2 status persisted after adjustment for baseline variables previously associated with 3 month outcome, for differences in the baseline variables in the two treatment groups and in the Apo E2-positive and -negative groups, and for a previously reported time-to-treatment x treatment interaction (p = 0.03). Apo E4 phenotype, present in 111 (27%) of the 409 patients, was not related to a favorable 3 month outcome, response to t-PA, 3 month mortality, or risk of intracerebral hemorrhage. We conclude that the efficacy of intravenous t-PA in patients with acute ischemic stroke may be enhanced in patients who have an Apo E2 phenotype, whereas the Apo E2 phenotype alone is not associated with a detectable benefit on stroke outcome at 3 months in patients not given t-PA. In contrast to prior studies of head injury and stroke, we could not detect a relationship between Apo E4 phenotype and clinical outcome.
Collapse
Affiliation(s)
- J Broderick
- Department of Neurology, University of Cincinnati, OH 45267-0525, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Johnson AJ, Kido DK, Shannon WD, Bahn MM, Gado MH, Lee BC, Moran CJ, Wippold FJ, Littenberg B. Evaluation of a reduced MR imaging sequencing protocol in adult patients with stroke. Radiology 2001; 218:791-7. [PMID: 11230658 DOI: 10.1148/radiology.218.3.r01mr32791] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To compare a reduced (three-sequence) magnetic resonance (MR) imaging protocol with a full (eight- to 10-sequence) MR imaging protocol in adults suspected of having stroke. MATERIALS AND METHODS Six neuroradiologists interpreted a consecutive sample of 265 MR images in patients suspected of having stroke. Each read reduced-protocol images in a discrete series of 40 patients (one read images in only 15) and corresponding full-protocol images 1 month later (reduced/full protocol). Five of the readers each read images in 10 additional cases, five each as full/full and reduced/reduced protocol controls. kappa values between full and reduced protocols, reader assessment of protocol adequacy, confidence level, and need for additional sequences or examinations were evaluated. RESULTS In the reduced/full protocol, the kappa value for detecting ischemia was 0.797; and that for detecting any clinically important abnormality, 0.635. Statistically similar kappa values were found with the full/full control design (kappa = 0.802 and 0.715, respectively). The full protocol was judged more adequate than the reduced protocol (2.0 of 5.0 points vs 1.6, P <.001) and generated greater diagnostic confidence (8.6 of 10.0 points vs 8.9, P =.01), less need for additional sequences (2.7 of 6.0 points vs 1.5, P <.001), and more requests for additional examinations (28.4% vs 36.3%). CONCLUSION Disagreement between interpretations of reduced- and full-protocol images might be attributable to baseline-level intraobserver inconsistency, as demonstrated in control designs. A greater number of sequences did not lead to greater consistency.
Collapse
Affiliation(s)
- A J Johnson
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, MO, USA.
| | | | | | | | | | | | | | | | | |
Collapse
|
14
|
|
15
|
Abstract
Most patients who have a stroke are evaluated initially by a primary care physician. For patients to benefit from new stroke therapies that must be initiated within a few hours of stroke onset, primary care physicians must be prepared to diagnose stroke and initiate acute treatment. This article provides information on the rapid and accurate diagnosis and management of patients with acute ischemic stroke. This information is particularly relevant due to the relatively high risk:benefit ratio associated with some acute stroke therapies, such as tissue plasminogen activator. Information is also provided about medical and surgical therapies to prevent subsequent strokes.
Collapse
Affiliation(s)
- M J Alberts
- Division of Neurology, Duke University Medical Center, Durham, North Carolina 27710, USA
| |
Collapse
|