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Barker PC, Yamarik RL, Adeyemi O, Cuthel AM, Flannery M, Siman N, Goldfeld KS, Grudzen CR. Predictors of Specialty Outpatient Palliative Care Utilization Among Persons With Serious Illness. J Pain Symptom Manage 2024:S0885-3924(24)00924-2. [PMID: 39179000 DOI: 10.1016/j.jpainsymman.2024.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 08/01/2024] [Accepted: 08/06/2024] [Indexed: 08/26/2024]
Abstract
CONTEXT Outpatient Palliative Care (OPC) benefits persons living with serious illness, yet barriers exist in utilization. OBJECTIVES To identify factors associated with OPC clinic utilization. METHODS Emergency Medicine Palliative Care Access is a multicenter, randomized control trial comparing two models of palliative care for patients recruited from the Emergency Department (ED): nurse-led telephonic case management and OPC (one visit a month for six months). Patients were aged 50+ with advanced cancer or end-stage organ failure and recruited from 19 EDs. Using a mixed effects hurdle model, we analyzed patient, provider, clinic and healthcare system factors associated with OPC utilization. RESULTS Among the 603 patients randomized to OPC, about half (53.6%) of patients attended at least one clinic visit. Those with less than high school education were less likely to attend an initial visit than those with a college degree or higher (aOR 0.44; CI 0.23, 0.85), as were patients who required considerable assistance (aOR 0.45; CI 0.25, 0.82) or had congestive heart failure only (aOR 0.46; CI 0.26, 0.81). Those with higher symptom burden had a higher attendance at the initial visit (aOR 1.05; CI 1.00, 1.10). Reduced follow up visit rates were demonstrated for those of older age (aRR 0.90; CI 0.82, 0.98), female sex (aRR 0.84; CI 0.71, 0.99), and those that were never married (aRR 0.62; CI 0.52, 0.87). CONCLUSION Efforts to improve OPC utilization should focus on those with lower education, more functional limitations, older age, female sex, and those with less social support. Trial Registration ClinicalTrials.gov Identifier: NCT03325985.
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Affiliation(s)
- Paige Comstock Barker
- Department of Medicine (P.C.B.), University of Florida Health, Gainesville, Florida, USA
| | - Rebecca Liddicoat Yamarik
- Department of Medicine (R.L.Y.), Tibor Rubin Long Beach Veteran Affairs, Long Beach, California, USA
| | - Oluwaseun Adeyemi
- Ronald O. Perelman Department of Emergency Medicine (O.A., A.M.C., M.F., N.S.), New York University School of Medicine, New York, New York, USA
| | - Allison M Cuthel
- Ronald O. Perelman Department of Emergency Medicine (O.A., A.M.C., M.F., N.S.), New York University School of Medicine, New York, New York, USA.
| | - Mara Flannery
- Ronald O. Perelman Department of Emergency Medicine (O.A., A.M.C., M.F., N.S.), New York University School of Medicine, New York, New York, USA
| | - Nina Siman
- Ronald O. Perelman Department of Emergency Medicine (O.A., A.M.C., M.F., N.S.), New York University School of Medicine, New York, New York, USA
| | - Keith S Goldfeld
- Department of Population Health (K.S.G.), New York University Grossman School of Medicine, New York, New York, USA
| | - Corita R Grudzen
- Division of Supportive and Acute Care Services (C.R.G.), Memorial Sloan Kettering Cancer Center, New York, New York, USA
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Yusufov M, Adeyemi O, Flannery M, Bouillon-Minois JB, Van Allen K, Cuthel AM, Goldfeld KS, Ouchi K, Grudzen CR. Psychometric Properties of the Functional Assessment of Cancer Therapy-General for Evaluating Quality of Life in Patients With Life-Limiting Illness in the Emergency Department. J Palliat Med 2024; 27:63-74. [PMID: 37672598 PMCID: PMC11074445 DOI: 10.1089/jpm.2022.0270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/20/2023] [Indexed: 09/08/2023] Open
Abstract
Background: The Functional Assessment of Cancer Therapy-General (FACT-G) is a widely used quality-of-life measure. However, no studies have examined the FACT-G among patients with life-limiting illnesses who present to emergency departments (EDs). Objective: The goal of this study was to examine the psychometric properties of the FACT-G among patients with life-limiting illnesses who present to EDs in the United States. Methods: This cross-sectional study pooled data from 12 EDs between April 2018 and January 2020 (n = 453). Patients enrolled in the study were adults with one or more of the four life-limiting illnesses: advanced cancer, Congestive Heart Failure, Chronic Obstructive Pulmonary Disease, or End-Stage Renal Disease. We conducted item, exploratory, and confirmatory analyses (exploratory factor analysis [EFA] and confirmatory factor analysis [CFA]) to determine the psychometric properties of the FACT-G. Results: The FACT-G had good internal consistency (Cronbach's alpha α = 0.88). The simplest EFA model was a six-factor structure. The CFA supported the six-factor structure, evidenced by the adequate fit indices (comparative fit index = 0.93, Tucker-Lewis index = 0.92, root-mean-square error of approximation = 0.05; 90% confidence interval: 0.04 - 0.06). The six-factor structure comprised the physical, emotional, work and daily activities-related functional well-being, and the family and friends-related social well-being domains. Conclusions: The FACT-G is a reliable measure of health-related quality of life among patients with life-limiting illnesses who present to the ED. Clinical Trial Registration: NCT03325985.
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Affiliation(s)
- Miryam Yusufov
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Oluwaseun Adeyemi
- Ronald O. Perelman Department of Emergency Medicine, Division of Supportive and Acute Care Services, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Mara Flannery
- Ronald O. Perelman Department of Emergency Medicine, Division of Supportive and Acute Care Services, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | | | - Kaitlyn Van Allen
- Ronald O. Perelman Department of Emergency Medicine, Division of Supportive and Acute Care Services, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Allison M. Cuthel
- Ronald O. Perelman Department of Emergency Medicine, Division of Supportive and Acute Care Services, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Keith S. Goldfeld
- Department of Population Health, Division of Supportive and Acute Care Services, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Kei Ouchi
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Serious Illness Care Program, Ariadne Labs, Boston, Massachusetts, USA
| | - Corita R. Grudzen
- Ronald O. Perelman Department of Emergency Medicine, Division of Supportive and Acute Care Services, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Population Health, Division of Supportive and Acute Care Services, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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Wright R, Regier NG, Booth A, Cotter VT, Hansen BR, Taylor JL, Won S, Witham G. Considerations of Intersectionality for Older Adults with Palliative Care Needs in the Emergency Department: An Integrative Review. CURRENT GERIATRICS REPORTS 2023; 12:195-204. [PMID: 38313361 PMCID: PMC10836610 DOI: 10.1007/s13670-023-00399-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/30/2023] [Indexed: 02/06/2024]
Abstract
Purpose of Review We sought to identify current interventions, research, or non-research evidence that has direct or indirect consideration of intersectionality in the care of older adults in the emergency department (ED). An integrative review informed by Crenshaw's Theory of Intersectionality was conducted in accordance with Whittemore and Knafl's five-stage methodology. A rigorous review process determined appropriateness for inclusion, and articles were analyzed for areas related to direct or indirect relationship to intersectionality. Recent Findings Older adults aged 60 and above in the United States (US) account for more than 20% of ED visits annually, and half of older adults will visit the ED in their last year of life. There has been a growing focus on adapting the ED to meet the palliative care needs of older adults, but relatively little consideration has been given to older adults' intersectional identities. Summary Six articles were identified that provided indirect insights into the status of intersectionality in ED-based palliative care for older adults. Two areas of interest were identified: (1) intersectional elements or reference to such elements embedded within the studies; and (2) the challenges of adapting quantitative methodologies to incorporate variables and approaches that would allow for intersectional analysis. This review highlights areas for future research along with recommendations for adopting an intersectional framing into commonly used methodologies.
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Affiliation(s)
- Rebecca Wright
- Johns Hopkins School of Nursing, Baltimore, MD, USA
- Principal Faculty, Johns Hopkins Center for Equity in Aging, Baltimore, MD, USA
| | - Natalie G. Regier
- Johns Hopkins School of Nursing, Baltimore, MD, USA
- Principal Faculty, Johns Hopkins Center for Equity in Aging, Baltimore, MD, USA
| | - Ashley Booth
- Johns Hopkins School of Nursing, Baltimore, MD, USA
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Valerie T. Cotter
- Johns Hopkins School of Nursing, Baltimore, MD, USA
- Principal Faculty, Johns Hopkins Center for Equity in Aging, Baltimore, MD, USA
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Bryan R. Hansen
- Johns Hopkins School of Nursing, Baltimore, MD, USA
- Principal Faculty, Johns Hopkins Center for Equity in Aging, Baltimore, MD, USA
| | - Janiece L. Taylor
- Johns Hopkins School of Nursing, Baltimore, MD, USA
- Principal Faculty, Johns Hopkins Center for Equity in Aging, Baltimore, MD, USA
| | - Sarah Won
- Johns Hopkins School of Nursing, Baltimore, MD, USA
| | - Gary Witham
- School of Nursing and Public Health, Manchester Metropolitan University, Manchester, UK
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Haimovich AD, Xu W, Wei A, Schonberg MA, Hwang U, Taylor RA. Automatable end-of-life screening for older adults in the emergency department using electronic health records. J Am Geriatr Soc 2023; 71:1829-1839. [PMID: 36744550 PMCID: PMC10258151 DOI: 10.1111/jgs.18262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 12/20/2022] [Accepted: 01/08/2023] [Indexed: 02/07/2023]
Abstract
BACKGROUND Emergency department (ED) visits are common at the end-of-life, but the identification of patients with life-limiting illness remains a key challenge in providing timely and resource-sensitive advance care planning (ACP) and palliative care services. To date, there are no validated, automatable instruments for ED end-of-life screening. Here, we developed a novel electronic health record (EHR) prognostic model to screen older ED patients at high risk for 6-month mortality and compare its performance to validated comorbidity indices. METHODS This was a retrospective, observational cohort study of ED visits from adults aged ≥65 years who visited any of 9 EDs across a large regional health system between 2014 and 2019. Multivariable logistic regression that included clinical and demographic variables, vital signs, and laboratory data was used to develop a 6-month mortality predictive model-the Geriatric End-of-life Screening Tool (GEST) using five-fold cross-validation on data from 8 EDs. Performance was compared to the Charlson and Elixhauser comorbidity indices using area under the receiver-operating characteristic curve (AUROC), calibration, and decision curve analyses. Reproducibility was tested against data from the remaining independent ED within the health system. We then used GEST to investigate rates of ACP documentation availability and code status orders in the EHR across risk strata. RESULTS A total of 431,179 encounters by 123,128 adults were included in this study with a 6-month mortality rate of 12.2%. Charlson (AUROC (95% CI): 0.65 (0.64-0.69)) and Elixhauser indices (0.69 (0.68-0.70)) were outperformed by GEST (0.82 (0.82-0.83)). GEST displayed robust performance across demographic subgroups and in our independent validation site. Among patients with a greater than 30% mortality risk using GEST, only 5.0% had ACP documentation; 79.0% had a code status previously ordered, of which 70.7% were full code. In decision curve analysis, GEST provided greater net benefit than the Charlson and Elixhauser scores. CONCLUSIONS Prognostic models using EHR data robustly identify high mortality risk older adults in the ED for whom code status, ACP, or palliative care interventions may be of benefit. Although all tested methods identified patients approaching the end-of-life, GEST was most performant. These tools may enable resource-sensitive end-of-life screening in the ED.
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Affiliation(s)
- Adrian D Haimovich
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Wenxin Xu
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Andrew Wei
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Mara A Schonberg
- Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Ula Hwang
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
- Geriatric Research, Education and Clinical Center, James J. Peters VAMC, Bronx, New York, USA
| | - R Andrew Taylor
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
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Social dimensions of chronic respiratory disease: stigma, isolation, and loneliness. Curr Opin Support Palliat Care 2022; 16:195-202. [PMID: 36102929 DOI: 10.1097/spc.0000000000000616] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
PURPOSE OF REVIEW Social wellbeing is a core component of heath. However, people with chronic respiratory disease report unmet social needs, particularly in relation to stigma, social isolation, and loneliness. This review considers recent advances in understanding these social concepts within the context of chronic respiratory disease. RECENT FINDINGS A growing body of qualitative work illustrates the detrimental impacts of stigma in chronic respiratory disease, contributing towards poorer psychological health and self-management, and reduced engagement with professional support. Stigma, alongside physical limitations stemming from respiratory symptoms, can also contribute to social isolation and loneliness. Social isolation and loneliness are associated with poorer mental health and quality of life, declines in function, and in some cases, increased hospital admissions. Although close or cohabiting relationships can ameliorate some social challenges, isolation and loneliness can also impact informal carers of people with chronic respiratory disease. SUMMARY Increasing evidence illustrates the direct and indirect influences of social dimensions on health outcomes for people living with chronic respiratory disease. Although there is increased understanding of the lived experiences of stigma, less is understood about the complexities of social isolation and loneliness in chronic respiratory disease, and optimal interventions to address social challenges.
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Gettel CJ, Yiadom MYA, Bernstein SL, Grudzen CR, Nath B, Li F, Hwang U, Hess EP, Melnick ER. Pragmatic clinical trial design in emergency medicine: Study considerations and design types. Acad Emerg Med 2022; 29:1247-1257. [PMID: 35475533 PMCID: PMC9790188 DOI: 10.1111/acem.14513] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 04/04/2022] [Accepted: 04/25/2022] [Indexed: 01/25/2023]
Abstract
Pragmatic clinical trials (PCTs) focus on correlation between treatment and outcomes in real-world clinical practice, yet a guide highlighting key study considerations and design types for emergency medicine investigators pursuing this important study type is not available. Investigators conducting emergency department (ED)-based PCTs face multiple decisions within the planning phase to ensure robust and meaningful study findings. The PRagmatic Explanatory Continuum Indicator Summary 2 (PRECIS-2) tool allows trialists to consider both pragmatic and explanatory components across nine domains, shaping the trial design to the purpose intended by the investigators. Aside from the PRECIS-2 tool domains, ED-based investigators conducting PCTs should also consider randomization techniques, human subjects concerns, and integration of trial components within the electronic health record. The authors additionally highlight the advantages, disadvantages, and rationale for the use of four common randomized study design types to be considered in PCTs: parallel, crossover, factorial, and stepped-wedge. With increasing emphasis on the conduct of PCTs, emergency medicine investigators will benefit from a rigorous approach to clinical trial design.
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Affiliation(s)
- Cameron J. Gettel
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Outcomes Research and Evaluation, Yale School of Medicine, New Haven, CT, USA
| | - Maame Yaa A.B. Yiadom
- Department of Emergency Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Corita R. Grudzen
- Ronald O. Perelman Department of Emergency Medicine and Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Bidisha Nath
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Fan Li
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Ula Hwang
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
- Geriatrics Research, Education and Clinical Center, James J. Peters VA Medical Center, Bronx, NY, USA
| | - Erik P. Hess
- Department of Emergency Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Edward R. Melnick
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
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Yamarik RL, Tan A, Brody AA, Curtis J, Chiu L, Bouillon-Minois JB, Grudzen CR. Nurse-Led Telephonic Palliative Care: A Case-Based Series of a Novel Model of Palliative Care Delivery. J Hosp Palliat Nurs 2022; 24:E3-E9. [PMID: 35149656 DOI: 10.1097/njh.0000000000000850] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Americans near the end of life experience high rates of nonbeneficial, burdensome, and preventable hospital-based care. If patients' goals of care are unknown or unclear, they have higher rates of hospitalization at the end of life. The demand for palliative care has grown exponentially because of its impact on quality of life, symptom burden, and resource use, requiring the development of new palliative care models. Nurses' holistic outlook and patient-centered focus make them ideal to deliver telephonic palliative care. This article discusses 4 cases delivered by a nurse-led telephonic palliative care program, a part of the Emergency Medicine Palliative Care Access project, which is a randomized controlled trial comparing outpatient palliative care with nurse-led telephonic case management after an emergency department visit. Telephonic nurses discuss patients' goals, fears, hopes, and concerns regarding their illness and its trajectory that inform decisions for future interventions and treatments. In addition, they share this information with the patients' surrogate decision-makers and clinicians to facilitate care coordination and symptom management. For seriously ill patients, nurses' abilities and expertise, as well as the difficulties of providing care through in-person models of palliative care delivery, make a nurse-led telephonic model an optimal option.
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