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Vijenthira A, Calzavara A, Nagamuthu C, Kaliwal Y, Liu N, Blunt D, Alibhai S, Prica A, Cheung MC, Mozessohn L. Health care utilization and costs for frail vs nonfrail patients with diffuse large B-cell lymphoma. Blood Adv 2024; 8:4625-4632. [PMID: 39024541 PMCID: PMC11401182 DOI: 10.1182/bloodadvances.2024013158] [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: 03/13/2024] [Revised: 06/17/2024] [Accepted: 07/11/2024] [Indexed: 07/20/2024] Open
Abstract
ABSTRACT Half of older patients with diffuse large B-cell lymphoma (DLBCL) receiving curative-intent treatment are frail. Understanding the differences in health care utilization including costs between frail and nonfrail patients can inform appropriate models of care. A retrospective cohort study was conducted using population-based data in Ontario, Canada. Patients aged ≥66 years with DLBCL who received frontline curative-intent chemoimmunotherapy between 2006 and 2017 were included. Frailty was defined using a cumulative deficit-based frailty index. Health care utilization and costs were grouped into 5 phases: (1) 90 days preceding first treatment; (2) early treatment (0 to +90 days after starting treatment); (3) late treatment (+91 to +180 days); (4) follow-up (+181 to -181 days before death); and (5) end of life (last 180 days before death). Costs were standardized to 30-day intervals (2019 Canadian dollars). A total of 5527 patients were included (median age, 75 years; 48% female). A total of 2699 patients (49%) were classified as frail. The median costs for frail vs nonfrail patients per 30 days based on phase of care were (1) $5683 vs $2586 ; (2) $13 090 vs $11 256; (3) $5734 vs $4883; (4) $1138 vs $686; and (5) $11 413 vs $9089; statistically significant in all phases. In multivariable modeling, frail patients had higher rates of emergency department visits and hospitalizations and increased costs than nonfrail patients through all phases except end-of-life phase. During end-of-life phase, a substantial portion of patients (n = 2569 [84%]) required admission to hospital; 684 (27%) required intensive care unit admission. Future work could assess whether certain hospitalizations are preventable, particularly for patients identified as frail.
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Affiliation(s)
- Abi Vijenthira
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | | | | | | | - Ning Liu
- Cancer Research Program, ICES, Toronto, ON, Canada
| | - Danielle Blunt
- Division of Hematology, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Shabbir Alibhai
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Division of General Internal Medicine and Geriatrics, University Health Network, Toronto, ON, Canada
| | - Anca Prica
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Matthew C. Cheung
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Cancer Research Program, ICES, Toronto, ON, Canada
- Division of Medical Oncology and Hematology, Sunnybrook Odette Cancer Centre, Toronto, ON, Canada
| | - Lee Mozessohn
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Cancer Research Program, ICES, Toronto, ON, Canada
- Division of Medical Oncology and Hematology, Sunnybrook Odette Cancer Centre, Toronto, ON, Canada
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Aldecoa KAT, Macaraeg CSL, Abougergi MS, Krishnamoorthy G, Arsene C. Palliative Care Utilization Among Hospitalized Patients With Hepatocellular Cancer: A Nationwide Study in the Pandemic Era (2019-2021). Am J Hosp Palliat Care 2024:10499091241271371. [PMID: 39138972 DOI: 10.1177/10499091241271371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2024] Open
Abstract
Background: Palliative care addresses a range of needs, from symptom management to providing support to patients with hepatocellular cancer (HCC) and their families throughout the illness. However, research on palliative care in HCC remains limited, particularly during the COVID-19 pandemic. This study investigates the healthcare utilization associated with palliative care referral among patients with HCC. Methods: This is a retrospective cross-sectional analysis conducted using the National Inpatient Sample (NIS) database from 2019 to 2021 among patients with HCC age ≥18 years. Results: Among the 35,220 hospitalizations with HCC as the principal diagnosis, 18.7% received inpatient palliative care referrals. Factors associated with increased palliative care referrals included age ≥65 years, Midwest region, Charlson Comorbidity Index (CCI) score ≥3, and end-of-life care, as reflected by discharge resulting in death. No racial or insurance disparities were observed. Palliative care consultations were associated with lower total hospital costs ($20,573 vs $26,035, <0.0001). A higher prevalence of "do-not-resuscitate" status was also found among patients with palliative care referrals. Conclusion: The study provides an understanding of palliative care utilization across pre-pandemic and pandemic periods. Factors such as advanced age, hospital region, and underlying comorbidities influenced the likelihood of referral, with no discernible racial or insurance disparities identified. Palliative care involvement has also been shown to provide cost-effective supportive care with lower hospital costs. These findings provide invaluable guidance for optimizing the integration of palliative care alongside HCC management.
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Affiliation(s)
- Kim Abbegail Tan Aldecoa
- Department of Internal Medicine, Trinity Health Oakland, Pontiac, MI, USA
- Wayne State University, Detroit, MI, USA
| | | | - Marwan S Abougergi
- Division of Gastroenterology, Department of Internal Medicine, INOVA Fairfax Medical Campus, Great Falls, VA
- Catalyst Medical Consulting, Huntington Valley, PA, USA
| | - Geetha Krishnamoorthy
- Department of Internal Medicine, Trinity Health Oakland, Pontiac, MI, USA
- Wayne State University, Detroit, MI, USA
| | - Camelia Arsene
- Department of Internal Medicine, Trinity Health Oakland, Pontiac, MI, USA
- Wayne State University, Detroit, MI, USA
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Gebel C, Ditscheid B, Meissner F, Slotina E, Kruschel I, Marschall U, Wedding U, Freytag A. Utilization and quality of palliative care in patients with hematological and solid cancers: a population-based study. J Cancer Res Clin Oncol 2024; 150:191. [PMID: 38607376 PMCID: PMC11014814 DOI: 10.1007/s00432-024-05721-6] [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: 02/19/2024] [Accepted: 03/22/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Palliative care (PC) contributes to improved end-of-life care for patients with hematologic malignancies (HM) and solid tumors (ST) by addressing physical and psychological symptoms and spiritual needs. Research on PC in HM vs. ST patients is fragmented and suggests less use. METHODS We analyzed claims data of all deceased members of a large German health insurance provider for the year before death. First, we analyzed the frequency and the beginning of different types of PC and compared patients with HM vs. ST. Second, we analyzed the adjusted impact of PC use on several end-of-life quality outcomes in patients with HM vs. ST. We performed simple and multiple (logistic) regression analysis, adjusted for relevant covariates, and standardized for age and sex. RESULTS Of the 222,493 deceased cancer patients from 2016 to 2020, we included 209,321 in the first analysis and 165,020 in the second analysis. Patients with HM vs. ST received PC less often (40.4 vs. 55.6%) and later (34 vs. 50 days before death). PC use significantly improved all six quality indicators for good end-of-life care. HM patients had worse rates in five of the six indicators compared with ST patients. Interaction terms revealed that patients with ST derived greater benefit from PC in five of six quality indicators than those with HM. CONCLUSION The data highlight the need to integrate PC more often, earlier, and more effectively into the care of patients with HM.
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Affiliation(s)
- Cordula Gebel
- Department of Palliative Care, University Hospital Jena, Friedrich-Schiller University Jena, Jena, Germany.
- Comprehensive Cancer Center Central Germany (CCCG), Jena, Deutschland.
| | - Bianka Ditscheid
- Institute of General Practice, University Hospital Jena, Friedrich-Schiller University Jena, Jena, Germany
| | - Franziska Meissner
- Institute of General Practice, University Hospital Jena, Friedrich-Schiller University Jena, Jena, Germany
| | - Ekaterina Slotina
- Institute of General Practice, University Hospital Jena, Friedrich-Schiller University Jena, Jena, Germany
| | - Isabel Kruschel
- Department of Palliative Care, University Hospital Jena, Friedrich-Schiller University Jena, Jena, Germany
- Comprehensive Cancer Center Central Germany (CCCG), Jena, Deutschland
| | | | - Ullrich Wedding
- Department of Palliative Care, University Hospital Jena, Friedrich-Schiller University Jena, Jena, Germany
- Comprehensive Cancer Center Central Germany (CCCG), Jena, Deutschland
| | - Antje Freytag
- Institute of General Practice, University Hospital Jena, Friedrich-Schiller University Jena, Jena, Germany
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Jackson I, Jackson N, Etuk A. Prevalence and Factors Associated with Palliative Care Utilization among Hospitalized Patients with Esophageal Cancer in the United States. J Palliat Care 2023; 38:192-199. [PMID: 35837723 DOI: 10.1177/08258597221113716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: Due to poor 5-year survival and high symptom burden, esophageal cancer (EC) patients benefit markedly from palliative care utilization. However, there is scant literature exploring factors associated with receipt of palliative care in this population. The prevalence of palliative care consultations among hospitalized EC patients was assessed. Furthermore, we examined the factors associated with palliative care utilization among hospitalized patients with EC. Methods: Retrospective analyses were conducted using the National Inpatient Sample data collected between 2016 and 2018. Descriptive analyses were used to explore the overall prevalence of palliative care utilization. Univariate and multivariable regression models were used to examine factors associated with palliative care utilization among hospitalized EC patients. Results: The overall prevalence of palliative care utilization was 15.97%. Non-Hispanic Blacks had 1.16 times (95% CI: 1.00-1.34) higher odds of palliative care utilization compared to non-Hispanic Whites. Compared to patients on Medicare, those on Medicaid (AOR: 1.21; 95% CI: 1.02-1.45), private (AOR: 1.19; 95% CI: 1.06-1.35) and other insurance types (AOR: 1.68; 95% CI: 1.39-2.02) were more likely to utilize palliative care. Relative to patients hospitalized in the Northeast, those in Midwest (AOR: 1.34; 95% CI: 1.17-1.53), south (AOR: 1.28; 95% CI: 1.12-1.45), and west (AOR: 1.41; 95% CI: 1.22-1.61) were more likely to receive palliative care. Patients admitted to urban teaching hospitals (AOR: 1.28; 95% CI: 1.07-1.52) had higher odds of having palliative care consultations when compared to their counterparts in rural hospitals. Also, patients who were either discharged to a facility/with home health (OR: 5.39; 95% CI: 4.76-6.10) or died during hospitalization (OR: 26.93; 95% CI: 23.31-31.11) had higher odds of utilizing palliative care when compared to those with a routine discharge. Other factors identified were median household income quartiles, admission type, chemotherapy receipt, and the number of comorbidities. Conclusions: Our findings highlight the need to further analyze and address factors that may hinder palliative care utilization among hospitalized EC patients to decrease disparities and improve their quality of life. Hospital physicians and health systems need to be more proactive about palliative care consultations to maximize the benefits to these sick cancer patients.
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Affiliation(s)
- Inimfon Jackson
- Department of Medicine, Einstein Medical Center, Philadelphia, USA
| | - Nsikak Jackson
- Department of Management, Policy and Community Health, University of Texas School of Public Health, 12340University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Aniekeme Etuk
- Department of Internal Medicine, Thomas Hospital Infirmary Health, Fairhope, Alabama, USA
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