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Otite FO, Morris N. Race, Ethnicity, and Gender Disparities in the Management and Outcomes of Critically Ill Adults with Acute Stroke. Crit Care Clin 2024; 40:709-740. [PMID: 39218482 DOI: 10.1016/j.ccc.2024.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Racial, ethnicity and sex disparities are pervasive in the evaluation and acute care of ischemic stroke patients. Administration of intravenous thrombolysis and mechanical thrombectomy are the most critical steps in ischemic stroke treatment but compared to White patients, ischemic stroke patients from minority racial and ethnic groups are less likely to receive these potentially life-saving interventions. Sex and racial disparities in intracerebral hemorrhage or subarachnoid hemorrhage treatment have not been well studied.
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Affiliation(s)
- Fadar Oliver Otite
- Cerebrovascular Division, Upstate Neurological Institute, Syracuse, NY, USA.
| | - Nicholas Morris
- Neurocritical Care Division, Department of Neurology, University of Maryland, Baltimore, MD, USA
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George BP, Barbosa WA, Sethi A, Richard IH. Complications and outcomes of hospitalizations for patients with and without Parkinson disease. Front Aging Neurosci 2023; 15:1276731. [PMID: 38161593 PMCID: PMC10757345 DOI: 10.3389/fnagi.2023.1276731] [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: 08/12/2023] [Accepted: 11/27/2023] [Indexed: 01/03/2024] Open
Abstract
Objective To examine complications and outcomes of hospitalizations for common indications for hospitalization among patients with Parkinson disease (PD). Methods We identified and selected the ten most common indications for hospitalization among individuals ≥65 years of age using principal diagnoses from the California State Inpatient Database, 2018-2020. Patients with comorbid PD were identified using secondary diagnosis codes and matched one-to-one to patients without PD based on principal diagnosis (exact matching), age, gender, race and ethnicity, and Elixhauser comorbidity index (coarsened exact matching). We identified potentially preventable complications based on the absence of present on admission indicators among secondary diagnoses. In the matched cohort, we compared inpatient complications, early Do-Not-Resuscitate (DNR) orders (placed within 24 h of admission), use of life-sustaining therapies, new nursing facility requirement on discharge, and death or hospice discharge for patients with and without PD. Results We identified 35,457 patients with PD among the ten leading indications for hospitalization in older adults who were matched one-to-one to patients without PD (n = 70,914 in total). Comorbid PD was associated with an increased odds of developing aspiration pneumonia (OR 1.17 95% CI 1.02-1.35) and delirium (OR 1.11 95% CI 1.02-1.22) during admission. Patients with PD had greater odds of early DNR orders [placed within 24 h of admission] (OR 1.34 95% CI 1.29-1.39). While there was no difference in the odds of mechanical ventilation (OR 1.04 95% CI 0.98-1.11), patients with PD demonstrated greater odds of tracheostomy (OR 1.41 95% CI 1.12-1.77) and gastrostomy placement (OR 2.00 95% CI 1.82-2.20). PD was associated with greater odds of new nursing facility requirement upon discharge (OR 1.58 95% CI 1.53-1.64). Patients with PD were more likely to die as a result of their hospitalization (OR 1.11 95% CI 1.06-1.16). Conclusion Patients with PD are at greater risk of developing aspiration pneumonia and delirium as a complication of their hospitalization. While patients with PD more often have early DNR orders, they have greater utilization of life-sustaining therapies and experience worse outcomes of their hospitalization including new nursing facility requirement upon discharge and greater mortality.
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Affiliation(s)
- Benjamin P. George
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
| | - William A. Barbosa
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
| | - Anish Sethi
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
- Drexel University College of Medicine, Philadelphia, PA, United States
| | - Irene H. Richard
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
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Kalasapudi L, Williamson S, Shipper AG, Motta M, Esenwa C, Otite FO, Chaturvedi S, Morris NA. Scoping Review of Racial, Ethnic, and Sex Disparities in the Diagnosis and Management of Hemorrhagic Stroke. Neurology 2023; 101:e267-e276. [PMID: 37202159 PMCID: PMC10382273 DOI: 10.1212/wnl.0000000000207406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 03/28/2023] [Indexed: 05/20/2023] Open
Abstract
BACKGROUND AND OBJECTIVES In the United States, Black, Hispanic, and Asian Americans experience excessively high incidence rates of hemorrhagic stroke compared with White Americans. Women experience higher rates of subarachnoid hemorrhage than men. Previous reviews detailing racial, ethnic, and sex disparities in stroke have focused on ischemic stroke. We performed a scoping review of disparities in the diagnosis and management of hemorrhagic stroke in the United States to identify areas of disparities, research gaps, and evidence to inform efforts aimed at health equity. METHODS We included studies published after 2010 that assessed racial and ethnic or sex disparities in the diagnosis or management of patients aged 18 years or older in the United States with a primary diagnosis of spontaneous intracerebral hemorrhage or aneurysmal subarachnoid hemorrhage. We did not include studies assessing disparities in incidence, risks, or mortality and functional outcomes of hemorrhagic stroke. RESULTS After reviewing 6,161 abstracts and 441 full texts, 59 studies met our inclusion criteria. Four themes emerged. First, few data address disparities in acute hemorrhagic stroke. Second, racial and ethnic disparities in blood pressure control after intracerebral hemorrhage exist and likely contribute to disparities in recurrence rates. Third, racial and ethnic differences in end-of-life care exist, but further work is required to understand whether these differences represent true disparities in care. Fourth, very few studies specifically address sex disparities in hemorrhagic stroke care. DISCUSSION Further efforts are necessary to delineate and correct racial, ethnic, and sex disparities in the diagnosis and management of hemorrhagic stroke.
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Affiliation(s)
- Lakshman Kalasapudi
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse
| | - Stacey Williamson
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse
| | - Andrea G Shipper
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse
| | - Melissa Motta
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse
| | - Charles Esenwa
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse
| | - Fadar Oliver Otite
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse
| | - Seemant Chaturvedi
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse
| | - Nicholas A Morris
- From the Department of Neurology (L.K., M.M., S.C., N.M.) and Health Sciences and Human Services Library (A.S.), University of Maryland School of Medicine, Baltimore; Department of Neurology (S.W.), Henry Ford Health System, Detroit, MI; Program in Trauma (M.M., N.M.), Shock Trauma Hospital, Baltimore, MD; Department of Neurology (C.E.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY; and Department of Neurology (F.O.O.), State University of New York Upstate Medical University, Syracuse.
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Chen BJ, Suolang D, Frost N, Faigle R. Practice Patterns and Attitudes Among Speech-Language Pathologists Treating Stroke Patients with Dysphagia: A Nationwide Survey. Dysphagia 2022; 37:1715-1722. [PMID: 35274162 DOI: 10.1007/s00455-022-10432-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 02/25/2022] [Indexed: 12/16/2022]
Abstract
Dysphagia management is a core component of quality stroke care. Speech-Language Pathologists (SLPs) play a key role in the management of post-stroke dysphagia. We sought to elicit perceptions, attitudes, and practice patterns regarding post-stroke dysphagia management among SLPs in the United States. We conducted a survey among SLPs registered with the American Speech-Language-Hearing Association who indicated that they care for acute stroke patients. A total of 336 participants completed the survey. Over half of the participants (58.6%) indicated that they obtain objective swallow testing in ≥ 60% of their post-stroke dysphagia patients. Almost 1 in 5 SLPs indicated that they are often unable to perform objective dysphagia testing due to limited resources (18.8% indicated resource limitations; 78.9% indicated no resources limitations; 2.4% were unsure). SLPs in hospitals without stroke center certification had higher odds of indicating limited resources compared to SLPs in certified stroke centers (OR 2.08, 95% CI 1.11-3.87). Over 75% indicated that percutaneous endoscopic gastrostomy (PEG) tubes after stroke are placed too early. SLPs who obtain objective swallow testing in ≥ 60% of patients had higher odds of indicating that PEG tubes are placed too early (OR 1.70, 95% CI 1.13-2.56). While 19.4% indicated that the optimal timing for PEG after stroke is < 7 days after admission, 25.0% indicated that the optimal timing is > 12 days. Almost 35% indicated that health care system pressures influence their recommendations, and 47.6% indicated that ≥ 25% of PEGs could be avoided if patients were given up to 7 more days for swallowing recovery.
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Affiliation(s)
- Bridget J Chen
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N Wolfe Street, Phipps 484, Baltimore, MD, 21287, USA
| | - Deji Suolang
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N Wolfe Street, Phipps 484, Baltimore, MD, 21287, USA
| | - Nicole Frost
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Roland Faigle
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N Wolfe Street, Phipps 484, Baltimore, MD, 21287, USA.
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Daniel D, Santos D, Maillie L, Dhamoon MS. Variability in intensive care utilization for intracerebral hemorrhage in the United States: Retrospective cohort study. J Stroke Cerebrovasc Dis 2022; 31:106619. [PMID: 35780718 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/21/2022] [Accepted: 06/24/2022] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVES There are urban-rural geographic health disparities in intracerebral hemorrhage (ICH) outcomes. However, there is limited data regarding the relationship between intensive care (ICU) availability and ICH outcomes. We examined whether ICU availability was a significant contributor to ICH outcomes by US geographic region. MATERIALS AND METHODS We used de-identified Medicare inpatient datasets from January 2016 to December 2019 and identified all index ICH admissions, stratifying by ICU care received during the hospitalization. Distributions of teaching hospital status, quartile of ICH volume, hospital urban-rural designation, and ICU availability were obtained using chi-square test. Propensity-score matching was utilized to compare outcomes of more favorable outcome, inpatient mortality, and 30-day all-cause readmissions by ICU availability at each hospital. RESULTS Out of a total of 119,891 hospitalizations for ICH, 66,306 (55.3%) received ICU-level care. Of hospitals that treated at least one ICH, 42.6% did not provide ICU level care for any ICH admission during the study period. Teaching hospitals (48.0% vs 7.0%; p<0.0001), hospitals with higher ICH case volumes (p<0.0001) and in larger metropolitan areas (p<0.0001) were more likely to have an ICU available. Propensity score-matched models showed that hospital ICU availability was associated with a lower likelihood of inpatient mortality (29.4% vs 33.7%; p=0.0016) CONCLUSIONS: Rural-urban disparities in ICH outcomes are likely multifactorial, but ICU availability likely contributes to the disparity. Additional studies are necessary to elucidate other contributing mechanisms.
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Affiliation(s)
- David Daniel
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Daniel Santos
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Luke Maillie
- Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Mandip S Dhamoon
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
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Lin D, Minyetty M, Selim M, Marchina S, Carvalho F, Heistand E, Bhanu G, Hasan S, Kumar S. Predicting Gastrostomy Tube Placement After Intracerebral Hemorrhage: External Validation of the GRAVo Score. Neurocrit Care 2022; 37:506-513. [PMID: 35606561 DOI: 10.1007/s12028-022-01523-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 04/18/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Dysphagia is a common consequence of intracerebral hemorrhages (ICH). It can lead to enduring impairments of dietary intake and the requirement for feeding via percutaneous gastrostomy (PEG) tubes. However, variabilities in the course of swallowing recovery after ICH make it difficult to anticipate the need for PEG placement in an individual patient. A new tool called the GRAVo score was recently developed to predict PEG tube placement after an ICH but has not been externally validated. Our study aims were to externally validate the GRAVo score in a multicenter cohort and reexamine the role of race in predicting PEG placement, given the uncertain biological plausibility for this relationship observed in the derivation cohort. METHODS Patients for this analysis were selected from a previously completed multicenter, randomized, double-blind futility design clinical trial, the Intracerebral Hemorrhage Deferoxamine trial, and underwent a retrospective review of prospectively collected data. The GRAVo scores were computed by using previously established methods using the following variables: Glasgow Coma Scale ≤ 12 (2 points), race (1 point for Black), age > 50 years (2 points), and ICH volume > 30 mL (1 point). Association of GRAVo scores with PEG placement were examined by using logistic regression analysis after adjustment for exposure to deferoxamine. Model performance was estimated by using area under the receiving operating characteristic curve (AUROC). Subsequently, a second model was created by excluding scores for race, and the AUROC of both models were compared. RESULTS A total of 291 patients with complete data points served as the study cohort; 38 (13%) underwent PEG placement. The median GRAVo score for patients in the PEG and non-PEG groups were 4 (interquartile range 3-4) versus 2 (interquartile range 2-3), respectively (p < 0.0001). External validation of the GRAVo score yielded an AUROC of 0.7008 (95% confidence interval 0.6036-0.78); the model obtained without assignment of scores for the variable race yielded an AUROC of 0.6958 (95% confidence interval 0.6124-0.7891). The receiver operating characteristic curves from both models demonstrated close overlap. CONCLUSIONS The results of our external validation demonstrate the validity of GRAVo scores for predicting PEG tube placement after an ICH. However, its performance was more modest compared with that of the derivation cohort. Inclusion of the race variable had no measurable effect on model performance. Differences in patient characteristics between these cohorts may have influenced our results. These findings should be taken into consideration when using the GRAVo score to assist clinical decision making on PEG placement after an ICH.
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Affiliation(s)
- David Lin
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA
| | - Michael Minyetty
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA
| | - Magdy Selim
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, USA
| | - Sarah Marchina
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, USA
| | - Filipa Carvalho
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA
| | - Elizabeth Heistand
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA
| | - Gogia Bhanu
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, USA
| | - Saad Hasan
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, USA
| | - Sandeep Kumar
- Department of Neurology/Stroke Division, Beth Israel Deaconess Medical Center, Palmer 127, 185 Pilgrim Road, Boston, MA, 02215, USA. .,Harvard Medical School, Boston, MA, USA.
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Risco JR, Kelly AG, Holloway RG. Prognostication in neurology. HANDBOOK OF CLINICAL NEUROLOGY 2022; 190:175-193. [PMID: 36055715 DOI: 10.1016/b978-0-323-85029-2.00003-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Prognosticating is central to primary palliative care in neurology. Many neurologic diseases carry a high burden of troubling symptoms, and many individuals consider health states due to neurologic disease worse than death. Many patients and families report high levels of need for information at all disease stages, including information about prognosis. There are many barriers to communicating prognosis including prognostic uncertainty, lack of training and experience, fear of destroying hope, and not enough time. Developing the right mindset, tools, and skills can improve one's ability to formulate and communicate prognosis. Prognosticating is subject to many biases which can dramatically affect the quality of patient care; it is important for providers to recognize and reduce them. Patients and surrogates often do not hear what they are told, and even when they hear correctly, they form their own opinions. With practice and self-reflection, one can improve their prognostic skills, help patients and families create honest roadmaps of the future, and deliver high-quality person-centered care.
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Affiliation(s)
- Jorge R Risco
- Department of Neurology, University of Rochester, Rochester, NY, United States
| | - Adam G Kelly
- Department of Neurology, University of Rochester, Rochester, NY, United States
| | - Robert G Holloway
- Department of Neurology, University of Rochester, Rochester, NY, United States.
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Gao L, Zhao CW, Hwang DY. End-of-Life Care Decision-Making in Stroke. Front Neurol 2021; 12:702833. [PMID: 34650502 PMCID: PMC8505717 DOI: 10.3389/fneur.2021.702833] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 08/31/2021] [Indexed: 12/21/2022] Open
Abstract
Stroke is one of the leading causes of death and long-term disability in the United States. Though advances in interventions have improved patient survival after stroke, prognostication of long-term functional outcomes remains challenging, thereby complicating discussions of treatment goals. Stroke patients who require intensive care unit care often do not have the capacity themselves to participate in decision making processes, a fact that further complicates potential end-of-life care discussions after the immediate post-stroke period. Establishing clear, consistent communication with surrogates through shared decision-making represents best practice, as these surrogates face decisions regarding artificial nutrition, tracheostomy, code status changes, and withdrawal or withholding of life-sustaining therapies. Throughout decision-making, clinicians must be aware of a myriad of factors affecting both provider recommendations and surrogate concerns, such as cognitive biases. While decision aids have the potential to better frame these conversations within intensive care units, aids specific to goals-of-care decisions for stroke patients are currently lacking. This mini review highlights the difficulties in decision-making for critically ill ischemic stroke and intracerebral hemorrhage patients, beginning with limitations in current validated clinical scales and clinician subjectivity in prognostication. We outline processes for identifying patient preferences when possible and make recommendations for collaborating closely with surrogate decision-makers on end-of-life care decisions.
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Affiliation(s)
- Lucy Gao
- Yale School of Medicine, New Haven, CT, United States
| | | | - David Y. Hwang
- Division of Neurocritical Care and Emergency Neurology, Yale School of Medicine, New Haven, CT, United States
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Faigle R, Gottesman RF. Variability in Palliative Care Use after Intracerebral Hemorrhage at US Hospitals: A Multilevel Analysis. Neuroepidemiology 2019; 53:84-92. [PMID: 31238305 DOI: 10.1159/000500276] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 04/09/2019] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Palliative care (PC) is an essential component of comprehensive care of patients with intracerebral hemorrhage (ICH). In the present study, we sought to characterize the variability of PC use after ICH among US hospitals. METHODS ICH admissions from hospitals with at least 12 annual ICH cases were identified in the Nationwide Inpatient Sample between 2008 and 2011. We used multilevel logistic regression modeling to estimate between-hospital variance in PC use. We calculated the intraclass correlation coefficient (ICC), proportional variance change, and median OR after accounting for individual-level and hospital-level covariates. RESULTS Among 26,791 ICH admissions, 12.5% received PC (95% CI 11.5-13.5). Among the 629 included hospitals, the median rate of PC use was 9.1 (interquartile range 1.5-19.3) per 100 ICH admissions, and 150 (23.9%) hospitals had no recorded PC use. The ICC of the random intercept (null) model was 0.274, suggesting that 27.4% of the overall variability in PC use was due to between-hospital variability. Adding hospital-level covariates to the model accounted for 25.8% of the between-hospital variance observed in the null model, with 74.2% of between-hospital variance remaining unexplained. The median OR of the fully adjusted model was 2.62 (95% CI 2.41-2.89), indicating that a patient moving from 1 hospital to another with a higher intrinsic propensity of PC use had a 2.63-fold median increase in the odds of receiving PC, independent of patient and hospital factors. CONCLUSIONS Substantial variation in PC use after ICH exists among US hospitals. A substantial proportion of this between-hospital variability remains unexplained even after accounting for patient and hospital characteristics.
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Affiliation(s)
- Roland Faigle
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,
| | - Rebecca F Gottesman
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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