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Velazquez J, Castañeda-Avila MA, Gierbolini-Bermúdez A, Ramos-Fernández MR, Ortiz-Ortiz KJ. High-Intensity End-of-Life Care Among Young and Middle-Aged Hispanic Adults With Cancer in Puerto Rico. Med Care 2025; 63:193-201. [PMID: 39819892 PMCID: PMC11809722 DOI: 10.1097/mlr.0000000000002115] [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] [Indexed: 01/19/2025]
Abstract
BACKGROUND Timely palliative and hospice care, along with advanced care planning, can reduce avoidable high-intensity care and improve quality of life at the end of life (EoL). OBJECTIVE We examined patterns of care at EoL and evaluated predictors of high-intensity care at EoL among adults aged 18-64 with cancer. METHODS Using data from the Puerto Rico Central Cancer Registry-Health Insurance Linkage Database, we examined 1359 patients diagnosed with cancer in 2010-2019, who died of cancer between 2017 and 2019 at 64 years and younger, and who were enrolled in Medicaid or private health insurance in last 30 days before death. We used composite measures for high-intensity and recommended EoL care using claims-based indicators in the last 30 days before death. Multivariable logistic regression was used to examine predictors associated with high-intensity EoL care. RESULTS About 70.3% of young and middle-aged Hispanic cancer patients received high-intensity EoL care, whereas only 20.6% received recommended EoL care. Patients without recommended EoL care were more likely to receive high-intensity EoL care (aOR=4.23; 95% CI=3.18-5.61). High-intensity EoL care was more likely in female patients (aOR=1.43; 95% CI=1.11-1.85) and patients with hematologic cancers (aOR=1.91; 95% CI=1.13-3.20) and less likely in patients who survived >12 months after cancer diagnosis (aOR=0.55; 95% CI=0.43-0.71). CONCLUSIONS A high proportion of Hispanic adults with cancer in Puerto Rico receive high-intensity EoL care and have unmet needs at EoL. Tailored interventions can reduce high-intensity EoL care and increase recommended EoL care. Recommended EoL care can ease pain, reduce distress, honor personal preferences, and cut unnecessary medical costs.
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Affiliation(s)
- Jessica Velazquez
- Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX
| | - Maira A. Castañeda-Avila
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA
| | - Axel Gierbolini-Bermúdez
- Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, PR
| | | | - Karen J. Ortiz-Ortiz
- Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, PR
- Graduate School of Public Health, University of Puerto Rico, San Juan, PR
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2
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Hurni B, Müller B, Hug BL, Beeler PE. Palliative care inpatients in Switzerland (2012-2021): characteristics, in-hospital mortality and avoidable admissions. BMJ Support Palliat Care 2024; 14:e2856-e2863. [PMID: 38768984 DOI: 10.1136/spcare-2023-004717] [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] [Received: 11/27/2023] [Accepted: 02/09/2024] [Indexed: 05/22/2024]
Abstract
OBJECTIVES Palliative patients generally prefer to be cared for and die at home. Overly aggressive treatments place additional strain on already burdened patients and healthcare services, contributing to decreased quality of life and increased healthcare costs. This study characterises palliative inpatients, quantifies in-hospital mortality and potentially avoidable hospitalisations. METHODS We conducted a multicentre retrospective analysis using the national inpatient cohort. The extracted data encompassed all inpatients for palliative care spanning the years 2012-2021. The dataset comprised information on demographics, diagnoses, comorbidities, treatments and clinical outcomes. Content experts reviewed a list of treatments for which no hospitalisation was required. RESULTS 120 396 hospitalisation records indicated palliative patients. Almost half were women (n=59 297, 49%). Most patients were ≥65 years old. 66% had an oncologic primary diagnosis. The majority were admitted from home (82 443; 69%). The patients stayed a median of 12 days (6-20). All treatments for 25 188 patients (21%) could have been performed at home. In-hospital deaths ended 64 739 stays (54%); of note, 10% (n=6357/64 739) of in-hospital deaths occurred within 24 hours. CONCLUSIONS In this nationwide study of palliative inpatients, two-thirds were 65 years old and older. Regarding the performed treatments alone, a fifth of these hospitalisations can be considered as avoidable. More than half of the patients died during their hospital stay, and 1 in 10 of those within 24 hours.
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Affiliation(s)
- Benjamin Hurni
- Center for Primary and Community Care, University of Lucerne, Luzern, Switzerland
| | - Beat Müller
- Department of Oncology, Cantonal Hospital Lucerne, Luzern, Switzerland
| | - Balthasar L Hug
- Center for Primary and Community Care, University of Lucerne, Luzern, Switzerland
- Department of Internal Medicine, Cantonal Hospital Lucerne, Luzern, Switzerland
| | - Patrick E Beeler
- Center for Primary and Community Care, University of Lucerne, Luzern, Switzerland
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3
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Yang F, Leng A, Jing J, Miller M, Wee B. Ecology of End-of-life Medical Care for Advanced Cancer Patients in China. Am J Hosp Palliat Care 2024; 41:1329-1338. [PMID: 38015873 DOI: 10.1177/10499091231219254] [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: 11/30/2023] Open
Abstract
AIMS Cancer is a leading cause of death worldwide. Approximately 30% of global cancer-related deaths occur in mainland China. However, there is a paucity of information regarding the end-of-life care-seeking behavior of patients with advanced cancer in China. Our study was to investigate end-of-life care-seeking behavior and to quantify the association between sociodemographic characteristics and the location and pattern of end-of-life care. METHODS We conducted a mortality follow-back survey using caregivers' interviews to estimate the number of individuals pre 1000 who died between 2013 and 2021 in the last 3 months of life. We collected data on hospitalization, outpatient visits, cardiopulmonary resuscitation, palliative care and hospice utilization, and place of death, stratified by age, gender, marital status, household income, residential zone, insurance type, and the primary end-of-life decision-maker of the decedents. RESULTS We analyzed data from 857 deceased cancer patients, representing an average of 1000 individuals. Among these patients, 861 experienced at least moderate or more severe pain, 774 were hospitalized at least once, 468 received intensive treatment, 389 had at least one outpatient visit, 270 died in the hospital, 236 received cardiopulmonary resuscitation and 99 received specialist hospice care. CONCLUSIONS Our study provides insights into the end-of-life care-seeking behavior of advanced cancer patients in China and our findings serve as a useful benchmark for estimating the use of end-of-life medical care. It highlights the need for the establishment of an accessible and patient-centered palliative care and hospice system.
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Affiliation(s)
- Fei Yang
- Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China
| | - Anli Leng
- School of Political Science and Public Administration, Shandong University, Jinan, China
| | - Jun Jing
- Department of Sociology and Public Health Research Center, Tsinghua University, Beijing, China
| | - Mary Miller
- Sobell House, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Bee Wee
- Sobell House, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
- Harris Manchester College and Nuffield Department of Medicine, Oxford University, Oxford, UK
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George LS, Duberstein PR, Keating NL, Bates B, Bhagianadh D, Lin H, Saraiya B, Goel S, Akincigil A. Estimating oncologist variability in prescribing systemic cancer therapies to patients in the last 30 days of life. Cancer 2024; 130:3757-3767. [PMID: 39077884 DOI: 10.1002/cncr.35488] [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: 04/15/2024] [Revised: 06/12/2024] [Accepted: 06/14/2024] [Indexed: 07/31/2024]
Abstract
INTRODUCTION Clinical guidelines and quality improvement initiatives have identified reducing the use of end-of-life cancer therapies as an opportunity to improve care. We examined the extent to which oncologists differed in prescribing systemic therapies in the last 30 days of life. METHODS Using Surveillance, Epidemiology, and End Results-Medicare data, we identified patients who died of cancer from 2012 to 2017 (N = 17,609), their treating oncologists (N = 960), and the corresponding physician practice (N = 388). We used multilevel models to estimate oncologists' rates of providing cancer therapy for patients in their last 30 days of life, adjusted for patient characteristics and practice variation. RESULTS Patients' median age at the time of death was 74 years (interquartile range, 69-79); patients had lung (62%), colorectal (17%), breast (13%), and prostate (8%) cancers. We observed substantial variation across oncologists in their adjusted rate of treating patients in the last 30 days of life: oncologists in the 95th percentile exhibited a 45% adjusted rate of treatment, versus 17% among the 5th percentile. A patient treated by an oncologist with a high end-of-life prescribing behavior (top quartile), compared to an oncologist with a low prescribing behavior (bottom quartile), had more than four times greater odds of receiving end-of-life cancer therapy (OR, 4.42; 95% CI, 4.00-4.89). CONCLUSIONS Oncologists show substantial variation in end-of-life prescribing behavior. Future research should examine why some oncologists more often continue systemic therapy at the end of life than others, the consequences of this for patient and care outcomes, and whether interventions shaping oncologist decision-making can reduce overuse of end-of-life cancer therapies.
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Affiliation(s)
| | | | | | | | | | - Haiqun Lin
- Rutgers University, New Brunswick, New Jersey, USA
| | | | - Sanjay Goel
- Rutgers University, New Brunswick, New Jersey, USA
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5
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Gould Rothberg BE, Quest TE, Yeung SCJ, Pelosof LC, Gerber DE, Seltzer JA, Bischof JJ, Thomas CR, Akhter N, Mamtani M, Stutman RE, Baugh CW, Anantharaman V, Pettit NR, Klotz AD, Gibbs MA, Kyriacou DN. Oncologic emergencies and urgencies: A comprehensive review. CA Cancer J Clin 2022; 72:570-593. [PMID: 35653456 DOI: 10.3322/caac.21727] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 02/15/2022] [Accepted: 02/23/2022] [Indexed: 12/12/2022] Open
Abstract
Patients with advanced cancer generate 4 million visits annually to emergency departments (EDs) and other dedicated, high-acuity oncology urgent care centers. Because of both the increasing complexity of systemic treatments overall and the higher rates of active therapy in the geriatric population, many patients experiencing acute decompensations are frail and acutely ill. This article comprehensively reviews the spectrum of oncologic emergencies and urgencies typically encountered in acute care settings. Presentation, underlying etiology, and up-to-date clinical pathways are discussed. Criteria for either a safe discharge to home or a transition of care to the inpatient oncology hospitalist team are emphasized. This review extends beyond familiar conditions such as febrile neutropenia, hypercalcemia, tumor lysis syndrome, malignant spinal cord compression, mechanical bowel obstruction, and breakthrough pain crises to include a broader spectrum of topics encompassing the syndrome of inappropriate antidiuretic hormone secretion, venous thromboembolism and malignant effusions, as well as chemotherapy-induced mucositis, cardiomyopathy, nausea, vomiting, and diarrhea. Emergent and urgent complications associated with targeted therapeutics, including small molecules, naked and drug-conjugated monoclonal antibodies, as well as immune checkpoint inhibitors and chimeric antigen receptor T-cells, are summarized. Finally, strategies for facilitating same-day direct admission to hospice from the ED are discussed. This article not only can serve as a point-of-care reference for the ED physician but also can assist outpatient oncologists as well as inpatient hospitalists in coordinating care around the ED visit.
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Affiliation(s)
- Bonnie E Gould Rothberg
- Yale Cancer Center Innovations Laboratory, Yale Comprehensive Cancer Center, New Haven, Connecticut
| | - Tammie E Quest
- Department of Emergency Medicine, Emory University, Atlanta, Georgia
| | - Sai-Ching J Yeung
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lorraine C Pelosof
- Office of Oncologic Diseases, US Food and Drug Administration, Silver Spring, Maryland
| | - David E Gerber
- Division of Hematology-Oncology, Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical School, Dallas, Texas
| | - Justin A Seltzer
- Department of Emergency Medicine, University of California San Diego, San Diego, California
| | - Jason J Bischof
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Charles R Thomas
- Department of Radiation Oncology, Geisel School of Medicine at Dartmouth, Norris Cotton Cancer Center, Lebanon, New Hampshire
| | - Nausheen Akhter
- Department of Medicine, Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Mira Mamtani
- Department of Emergency Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Robin E Stutman
- Department of Medicine, Division of Urgent Care Services, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Christopher W Baugh
- Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Venkataraman Anantharaman
- Department of Emergency Medicine, Singapore General Hospital, SingHealth Duke-National University of Singapore Academic Medical Center, Singapore, Singapore
| | - Nicholas R Pettit
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Adam D Klotz
- Department of Medicine, Division of Urgent Care Services, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael A Gibbs
- Department of Emergency Medicine, Atrium Health-Carolinas Medical Center, Charlotte, North Carolina
| | - Demetrios N Kyriacou
- Department of Emergency Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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6
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Minard LV, Fisher J, Broadfield L, Walsh G, Sketris I. Opioid Use at End-Of-Life Among Nova Scotia Patients With Cancer. Front Pharmacol 2022; 13:836864. [PMID: 35401210 PMCID: PMC8987150 DOI: 10.3389/fphar.2022.836864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/07/2022] [Indexed: 11/18/2022] Open
Abstract
Purpose: To determine the factors associated with opioid analgesic prescriptions as measured by community pharmacy dispensations to all Nova Scotia (NS) patients with cancer at end-of-life from 2005 to 2009. Methods: The NS Cancer Registry and the NS Prescription Monitoring Program (NSPMP) were used to link Nova Scotians who had a cancer diagnosis and received a prescription for opioids in their last year of life (n = 6,186) from 2005 to 2009. The association of factors with opioid dispensations at end-of-life were determined (e.g., patient demographics, type of prescriber, type of cancer, and opioid type, formulation, and dose). Results: Almost 54% (n = 6,186) of the end-of-life study population with cancer (n = 11,498) was linked to the NSPMP and therefore dispensed opioids. Most prescriptions were written by general practitioners (89%) and were for strong opioids (81%). Immediate-release formulations were more common than modified-release formulations. Although the annual average parenteral morphine equivalents (MEQ) did not change during the study period, the number of opioid prescriptions per patient per year increased from 5.9 in 2006 to 7.0 in 2009 (p < 0.0001). Patients age 80 and over received the fewest prescriptions (mean 3.9/year) and the lowest opioid doses (17.0 MEQ) while patients aged 40–49 received the most prescriptions (mean 14.5/year) and the highest doses of opioid (80.2 MEQ). Conclusion: Our study examined opioid analgesic use at end-of-life in patients with cancer for a large real-world population and determined factors, trends and patterns associated with type and dose of opioid dispensed. We provide information regarding how general practitioners prescribe opioid therapy to patients at end-of-life. Our data suggest that at the time of this study, there may have been under-prescribing of opioids to patients with cancer at end-of-life. This information can be used to increase awareness among general practitioners, and to inform recommendations from professional regulatory bodies, to aid in managing pain for cancer patients at end-of-life. Future work could address how opioid prescribing has changed over time, and whether efforts to reduce opioid prescribing in response to the opioid crisis have affected patients with cancer at end-of-life in Nova Scotia.
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Affiliation(s)
- Laura V. Minard
- College of Pharmacy, Dalhousie University, Halifax, NS, Canada
| | - Judith Fisher
- Nova Scotia Department of Health and Wellness, Halifax, NS, Canada
| | | | - Gordon Walsh
- Nova Scotia Health Cancer Care Program, Halifax, NS, Canada
| | - Ingrid Sketris
- College of Pharmacy, Dalhousie University, Halifax, NS, Canada
- *Correspondence: Ingrid Sketris, mailto:
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7
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Perraillon MC, Liang R, Sabik LM, Lindrooth RC, Bradley CJ. The role of all-payer claims databases to expand central cancer registries: Experience from Colorado. Health Serv Res 2021; 57:703-711. [PMID: 34743320 DOI: 10.1111/1475-6773.13901] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 10/13/2021] [Accepted: 10/15/2021] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVE To evaluate the quality of a multiyear linkage between the Colorado all-payer claims database (APCD) and the Colorado Central Cancer Registry. DATA SOURCES Secondary 2012-2017 data from the APCD and the Colorado Cancer Registry. STUDY DESIGN Descriptive analysis of the proportion of cases captured by the linkage in relation to the cases reported by the registry. DATA COLLECTION/EXTRACTION METHODS We used probabilistic linkage to combine records from both data sources for all patients diagnosed with cancer. RESULTS We successfully linked 93% of the 146,884 patients in the registry. Approximately 63% of linked patients were perfect matches on five identifiers. Of partial matches, 81.6% were matched on four identifiers with missing or partial Social Security Numbers. The linkage rate was lower for uninsured patients at diagnosis (74.7%) or patients with private plans (89.4%) but close to 100% for Medicare and Medicaid enrollees. Most of the 29% of patients who did not have claims at the time of diagnosis were covered by private plans that may not submit claims. CONCLUSIONS APCD-registry linkages are a promising source of data to conduct population-based research from multiple payers. However, not all payers submit claims, and the quality of the data may vary by state.
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Affiliation(s)
- Marcelo C Perraillon
- Health Systems, Management & Policy, University of Colorado-Anschutz Medical Campus, Aurora, Colorado, USA
| | - Rifei Liang
- University of Colorado Cancer Center, University of Colorado-Anschutz Medical Campus, Aurora, Colorado, USA
| | - Lindsay M Sabik
- Health Policy and Management, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Richard C Lindrooth
- Health Systems, Management & Policy, University of Colorado-Anschutz Medical Campus, Aurora, Colorado, USA
| | - Cathy J Bradley
- Colorado School of Public Health, University of Colorado, Aurora, Colorado, USA
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8
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Mossman B, Perry LM, Walsh LE, Gerhart J, Malhotra S, Horswell R, Chu S, Raines AM, Lefante J, Blais CM, Miele L, Melancon B, Alonzi S, Voss H, Freestone L, Dunn A, Hoerger M. Anxiety, depression, and end-of-life care utilization in adults with metastatic cancer. Psychooncology 2021; 30:1876-1883. [PMID: 34157174 DOI: 10.1002/pon.5754] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 05/15/2021] [Accepted: 06/07/2021] [Indexed: 12/27/2022]
Abstract
OBJECTIVE End-of-life care for patients with cancer is often overly burdensome, and palliative and hospice care are underutilized. The objective of this study was to evaluate whether the mental health diagnoses of anxiety and depression were associated with variation in end-of-life care in metastatic cancer. METHODS This study used electronic health data from 1,333 adults with metastatic cancer who received care at two academic health centers in Louisiana, USA, and died between 1/1/2011-12/31/2017. The study used descriptive statistics to characterize the sample and logistic regression to examine whether anxiety and depression diagnoses in the six months before death were associated with utilization outcomes (chemotherapy, intensive care unit [ICU] visits, emergency department visits, mechanical ventilation, inpatient hospitalization, palliative care encounters, and hospice utilization), while controlling for key demographic and health covariates. RESULTS Patients (56.1% male; 65.6% White, 31.1% Black) commonly experienced depression (23.9%) and anxiety (27.2%) disorders within six months of death. Anxiety was associated with an increased likelihood of chemotherapy (odds ratio [OR] = 1.42, p = 0.016), ICU visits (OR = 1.40, p = 0.013), and inpatient hospitalizations (OR = 1.85, p < 0.001) in the 30 days before death. Anxiety (OR = 1.95, p < 0.001) and depression (OR = 1.34, p = 0.038) were associated with a greater likelihood of a palliative encounter. CONCLUSIONS Patients with metastatic cancer who had an anxiety disorder were more likely to have burdensome end-of-life care, including chemotherapy, ICU visits, and inpatient hospitalizations in the 30 days before death. Depression and anxiety both increased the odds of palliative encounters. These results emphasize the importance of mental health considerations in end-of-life care.
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Affiliation(s)
- Brenna Mossman
- Department of Psychology, Tulane University, New Orleans, Louisiana, USA
| | - Laura M Perry
- Department of Psychology, Tulane University, New Orleans, Louisiana, USA
| | - Leah E Walsh
- Department of Psychology, Fordham University, Bronx, New York, USA
| | - James Gerhart
- Department of Psychology, Central Michigan University, Mount Pleasant, Michigan, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Sonia Malhotra
- Department of Palliative Medicine & Supportive Care, University Medical Center, New Orleans, Louisiana, USA.,Section of General Internal Medicine & Geriatrics, Deming Department of Medicine, Tulane School of Medicine, New Orleans, Louisiana, USA
| | - Ronald Horswell
- Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA
| | - San Chu
- Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA
| | - Amanda M Raines
- Southeast Louisiana Veterans Health Care System (SLVHCS), New Orleans, Louisiana, USA.,South Central Mental Illness Research, Education and Clinical Center (MIRECC), New Orleans, Louisiana, USA.,Department of Psychiatry, School of Medicine, Louisiana State University, New Orleans, Louisiana, USA
| | - John Lefante
- Department of Biostatistics and Data Science, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana, USA
| | - Christopher M Blais
- Department of Infectious Disease, Ochsner Clinic Foundation, New Orleans, Louisiana, USA
| | - Lucio Miele
- Department of Genetics and Louisiana Cancer Research Center, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Brian Melancon
- Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA
| | - Sarah Alonzi
- Department of Psychology, Tulane University, New Orleans, Louisiana, USA
| | - Hallie Voss
- Department of Psychology, Tulane University, New Orleans, Louisiana, USA
| | - Lily Freestone
- Department of Psychology, Tulane University, New Orleans, Louisiana, USA
| | - Addison Dunn
- Department of Psychology, Tulane University, New Orleans, Louisiana, USA
| | - Michael Hoerger
- Department of Psychology, Tulane University, New Orleans, Louisiana, USA.,Department of Palliative Medicine & Supportive Care, University Medical Center, New Orleans, Louisiana, USA.,Departments of Psychiatry and Medicine, Tulane Cancer Center, and Freeman School of Business, Tulane University, New Orleans, Louisiana, USA
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9
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Ortiz-Ortiz KJ, Tortolero-Luna G, Torres-Cintrón CR, Zavala-Zegarra DE, Gierbolini-Bermúdez A, Ramos-Fernández MR. High-Intensity End-of-Life Care Among Patients With GI Cancer in Puerto Rico: A Population-Based Study. JCO Oncol Pract 2021; 17:e168-e177. [PMID: 33567240 PMCID: PMC8202061 DOI: 10.1200/op.20.00541] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
High-intensity care with undue suffering among patients with cancer at the end of life (EoL) is associated with poor quality of life. We examined the pattern and predictors of high-intensity care among patients with GI cancer in Puerto Rico.
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Affiliation(s)
- Karen J Ortiz-Ortiz
- Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico.,Department of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
| | - Guillermo Tortolero-Luna
- Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Carlos R Torres-Cintrón
- Puerto Rico Central Cancer Registry, University of Puerto Rico, Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Diego E Zavala-Zegarra
- Puerto Rico Central Cancer Registry, University of Puerto Rico, Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Axel Gierbolini-Bermúdez
- Department of Social Science, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
| | - María R Ramos-Fernández
- Department of Emergency Medicine, School of Medicine, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
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10
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McDermott CL, Curtis JR, Sun Q, Fedorenko C, Kreizenbeck K, Ramsey SD. Polypharmacy, chemotherapy receipt, and medication-related out-of-pocket costs at end of life among commercially insured adults with advanced cancer. J Oncol Pharm Pract 2021; 28:836-841. [PMID: 33823685 DOI: 10.1177/10781552211006180] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Polypharmacy raises the risk of drug-drug interactions and adverse events among patients with cancer. Most polypharmacy research has focused on adults age 65 or older enrolled in Medicare insurance. To better inform pharmacy practice and cancer care delivery, data are needed on polypharmacy among commercially insured patients with cancer and those younger than 65. METHODS We performed a retrospective analysis of insurance enrollment and claims files linked to the Puget Sound Cancer Surveillance System for adults age 18 and older who were commercially insured, diagnosed with stage IV cancer, survived 30+ days after diagnosis, and did not enroll in hospice. We describe the prevalence of polypharmacy, chemotherapy use, and medication-related out-of-pocket (OOP) costs in the last month of life. RESULTS Of 606 patients, 390 (64%) experienced polypharmacy (i.e. 5+ medications) in the last 30 days of life. Almost half (n = 297, 49%) received chemotherapy or targeted agents; chemotherapy was associated with significantly higher odds of polypharmacy (odds ratio (OR) 2.93, 95% confidence interval (CI) 2.04-4.20). The most commonly prescribed medications at end of life were opioids, benzodiazepines and anti-emetics. Among 484 patients (80%) incurring medication-related costs in the last month of life, median total OOP cost was $82 (interquartile range $30-$200). Seven patients (1%) had total costs above $5,000. The median chemotherapy-related OOP cost was $446 (IQR $150-$1896); 32 patients (7%) had chemotherapy-related OOP costs between $1,000 and $5,000. CONCLUSION Most patients with advanced cancer experienced polypharmacy at end of life, although most medications observed herein are commonly used for supportive care. Patients receiving chemotherapy had higher medication-related OOP costs, and chemotherapy was significantly associated with polypharmacy at end of life. Evaluation of polypharmacy at end of life may represent an important opportunity to improve quality of life and reduce costs for patients and families.
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Affiliation(s)
- Cara L McDermott
- Cambia Palliative Care Center of Excellence, Department of Medicine, University of Washington, Seattle, WA, USA.,Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - J Randall Curtis
- Cambia Palliative Care Center of Excellence, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Qin Sun
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Catherine Fedorenko
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Karma Kreizenbeck
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Scott D Ramsey
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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11
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Ferrario A, Xu X, Zhang F, Ross-Degnan D, Wharam JF, Wagner AK. Intensity of End-of-Life Care in a Cohort of Commercially Insured Women With Metastatic Breast Cancer in the United States. JCO Oncol Pract 2020; 17:e194-e203. [PMID: 33170746 DOI: 10.1200/op.20.00089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
PURPOSE There is limited evidence on the intensity of end-of-life (EOL) care for women < 65 years old, who account for about 40% of breast cancer deaths in the United States. Using established indicators, we estimated the intensity of EOL care among these women. METHODS We used 2000-2014 claims data from a large US insurer to identify women with metastatic breast cancer who, in the last month of their lives, had more than one hospital admission, emergency department visit, or an intensive care unit (ICU) admission and/or used antineoplastic therapy in the last 14 days of life. Using multivariate logistic regression, we assessed whether intensity of EOL care differed by demographic characteristics, socioeconomic factors, or regions. RESULTS Adjusted estimates show an increase in EOL ICU admissions between 2000-2003 and 2010-2014 from 14% (95% CI, 10% to 17%) to 23% (95% CI, 20% to 26%) and a small increase in emergency department visits from 10% (95% CI, 7% to 13%) to 12% (95% CI, 9% to 15%), both statistically significant. There was no statistically significant change in the proportions of women experiencing more than one EOL hospitalization (14% in 2010-2014; 95% CI, 11% to 17%) and of those receiving EOL antineoplastic treatment (24% in 2010-2014; 95% CI, 21% to 27%). Living in predominantly mixed, Hispanic, Black, or Asian neighborhoods correlated with more intense care (odds ratio, 1.39; 95% CI, 1.10 to 1.77 for ICU). CONCLUSION Consistent with findings in the Medicare population, our results suggest an overall increase in the number of ICU admissions at the EOL over time. They also suggest that patients from non-White neighborhoods receive more intense acute care.
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Affiliation(s)
| | - Xin Xu
- Harvard Medical School and Harvard Pilgrim Healthcare Institute, Boston, MA
| | - Fang Zhang
- Harvard Medical School and Harvard Pilgrim Healthcare Institute, Boston, MA
| | - Dennis Ross-Degnan
- Harvard Medical School and Harvard Pilgrim Healthcare Institute, Boston, MA
| | - J Frank Wharam
- Harvard Medical School and Harvard Pilgrim Healthcare Institute, Boston, MA
| | - Anita K Wagner
- Harvard Medical School and Harvard Pilgrim Healthcare Institute, Boston, MA
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12
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Sex-Specific Differences in Hospital Transfers of Nursing Home Residents: Results from the HOspitalizations and eMERgency Department Visits of Nursing Home Residents (HOMERN) Project. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17113915. [PMID: 32492840 PMCID: PMC7312075 DOI: 10.3390/ijerph17113915] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 05/25/2020] [Accepted: 05/29/2020] [Indexed: 01/04/2023]
Abstract
Nursing home (NH) residents are often transferred to hospital (emergency department (ED) visits or hospital admissions) and this occurs more frequently in males. However, respective reasons are rather unclear. We conducted a multicenter prospective study in 14 northwest German NHs with 802 residents in which NH staff recorded anonymized data between March 2018 and July 2019 for each hospital transfer. Measures were analyzed using descriptive statistics and compared between sexes via univariate logistic regression analyses using mixed models with random effects. Eighty-eight planned transfers (53.5% hospital admissions, 46.5% ED visits) occurred as well as 535 unplanned transfers (63.1% hospital admissions, 36.9% ED visits). The two most common causes for unplanned transfers were deteriorations of health status (35.1%) and falls/accidents/injuries (33.5%). Male transferred residents were younger, more often married; their advance directives were more commonly not considered correctly and the NH staff identified more males nearing the end of life than females (52.9% vs. 38.2%). Only 9.2% of transfers were rated avoidable. For advance directive availability and NH staff’s perceptions on transfer conditions, we found marked inter-facility differences. There might be sociocultural factors influencing hospital transfer decisions of male and female nursing home residents and facility characteristics that may affect transfer policy.
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13
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Yang A, Goldin D, Nova J, Malhotra J, Cantor JC, Tsui J. Racial Disparities in Health Care Utilization at the End of Life Among New Jersey Medicaid Beneficiaries With Advanced Cancer. JCO Oncol Pract 2020; 16:e538-e548. [PMID: 32298223 PMCID: PMC7291540 DOI: 10.1200/jop.19.00767] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2020] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Racial and ethnic disparities in cancer care near the end of life (EOL) have been recognized, but EOL care experienced by Medicaid beneficiaries is not well understood. We assessed the prevalence of aggressive EOL care and hospice enrollment for Medicaid beneficiaries and determined whether racial and ethnic disparities exist. PATIENTS AND METHODS We identified Medicaid beneficiaries (age 21-64 years) who were diagnosed from 2011 to 2015 with stage IV breast and colorectal cancer and who died by January 2016 through a New Jersey State Cancer Registry-Medicaid claims linked data set. We measured aggressive EOL care (> 1 hospitalization, > 1 emergency department [ED] visit, any intensive care unit [ICU] admission in the last 30 days of life, and receipt of chemotherapy in the last 14 days of life) and hospice enrollment. Multivariable logistic regression models were used to determine factors associated with aggressive EOL care and hospice enrollment. RESULTS Of the 349 patients, 217 (62%) received at least one of the following measures of aggressive EOL care: > 1 hospitalization (27%), > 1 ED visit (31%), ICU admission (30%), and chemotherapy (34%). The adjusted odds of receiving any aggressive care were 1.87 times higher (95% CI, 1.08 to 3.26) for non-Hispanic (NH) Black patients compared with NH White patients. Only 39% of patients enrolled in hospice. No significant differences in hospice enrollment were observed by race or ethnicity. CONCLUSION The majority of Medicaid patients with advanced cancer received aggressive EOL care and were not enrolled in hospice. NH Black patients were more likely to receive aggressive EOL care. Further work to understand processes leading to suboptimal EOL care within Medicaid populations and among racial and ethnic minority groups is warranted.
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Affiliation(s)
- Annie Yang
- New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ
| | - David Goldin
- Center for State Health Policy, Rutgers, The State University of New Jersey, New Brunswick, NJ
| | - Jose Nova
- Center for State Health Policy, Rutgers, The State University of New Jersey, New Brunswick, NJ
| | - Jyoti Malhotra
- Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ
| | - Joel C. Cantor
- Center for State Health Policy, Rutgers, The State University of New Jersey, New Brunswick, NJ
| | - Jennifer Tsui
- Center for State Health Policy, Rutgers, The State University of New Jersey, New Brunswick, NJ
- Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ
- School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ
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14
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Saphire ML, Prsic EH, Canavan ME, Wang SYJ, Presley CJ, Davidoff AJ. Patterns of Symptom Management Medication Receipt at End-of-Life Among Medicare Beneficiaries With Lung Cancer. J Pain Symptom Manage 2020; 59:767-777.e1. [PMID: 31778783 PMCID: PMC7338983 DOI: 10.1016/j.jpainsymman.2019.11.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 11/11/2019] [Accepted: 11/12/2019] [Indexed: 12/26/2022]
Abstract
CONTEXT Older adults with advanced lung cancer experience high symptom burden at end of life (EOL), yet hospice enrollment often happens late or not at all. Receipt of medications to manage symptoms in the outpatient setting, outside the Medicare hospice benefit, has not been described. OBJECTIVES We examined patterns of symptom management medication receipt at EOL for older adults who died of lung cancer. METHODS This retrospective cohort used the Surveillance, Epidemiology, and End Results-Medicare database to identify decedents diagnosed with lung cancer at age 67 years and older between January 2008 and December 2013 who survived six months and greater after diagnosis. Using Medicare Part B and D claims, we identified monthly receipt of outpatient medications for symptomatic management of pain, emotional distress, fatigue, dyspnea, anorexia, and nausea/vomiting. Multivariable logistic regression estimated associations between medication receipt and patient demographic characteristics, comorbidity, and concurrent therapy. RESULTS Of the 16,246 included patients, large proportions received medications for dyspnea (70.7%), pain (62.5%), and emotional distress (49.4%), with lower prevalence for other symptoms. Medication receipt increased from six months to one month before death. Women and dual Medicaid enrolled were more likely to receive medications for pain, emotional distress, dyspnea, and nausea/vomiting. Receipt of symptom management medications decreased with increasing age and racial/ethnical minorities. CONCLUSION Symptom management medication receipt was common and increasing toward EOL. Lower use by males, older adults, and nonwhites may reflect poor access or poor patient-provider communication. Further research is needed to understand these patterns and assess adequacy of symptom management in the outpatient setting.
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Affiliation(s)
- Maureen L Saphire
- The Ohio State University Comprehensive Cancer Center, Columbus, Ohio, USA
| | | | - Maureen E Canavan
- Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, Connecticut, USA
| | - Shi-Yi J Wang
- Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, Connecticut, USA; Yale School of Public Health, New Haven, Connecticut, USA; Yale Cancer Center, New Haven, Connecticut, USA
| | - Carolyn J Presley
- The Ohio State University Comprehensive Cancer Center, Columbus, Ohio, USA; Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, Connecticut, USA
| | - Amy J Davidoff
- Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, Connecticut, USA; Yale School of Public Health, New Haven, Connecticut, USA; Yale Cancer Center, New Haven, Connecticut, USA.
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15
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Brinkman-Stoppelenburg A, Polinder S, Olij BF, van den Berg B, Gunnink N, Hendriks MP, van der Linden YM, Nieboer D, van der Padt-Pruijsten A, Peters LA, Roggeveen B, Terheggen F, Verhage S, van der Vorst MJ, Willemen I, Vergouwe Y, van der Heide A. The association between palliative care team consultation and hospital costs for patients with advanced cancer: An observational study in 12 Dutch hospitals. Eur J Cancer Care (Engl) 2019; 29:e13198. [PMID: 31825156 PMCID: PMC7319483 DOI: 10.1111/ecc.13198] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 09/29/2019] [Accepted: 11/20/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND Early palliative care team consultation has been shown to reduce costs of hospital care. The objective of this study was to investigate the association between palliative care team (PCT) consultation and the content and costs of hospital care in patients with advanced cancer. MATERIAL AND METHODS A prospective, observational study was conducted in 12 Dutch hospitals. Patients with advanced cancer and an estimated life expectancy of less than 1 year were included. We compared hospital care during 3 months of follow-up for patients with and without PCT involvement. Propensity score matching was used to estimate the effect of PCTs on costs of hospital care. Additionally, gamma regression models were estimated to assess predictors of hospital costs. RESULTS We included 535 patients of whom 126 received PCT consultation. Patients with PCT had a worse life expectancy (life expectancy <3 months: 62% vs. 31%, p < .01) and performance status (p < .01, e.g., WHO status higher than 2:54% vs. 28%) and more often had no more options for anti-tumour therapy (57% vs. 30%, p < .01). Hospital length of stay, use of most diagnostic procedures, medication and other therapeutic interventions were similar. The total mean hospital costs were €8,393 for patients with and €8,631 for patients without PCT consultation. Analyses using propensity scores to control for observed confounding showed no significant difference in hospital costs. CONCLUSIONS PCT consultation for patients with cancer in Dutch hospitals often occurs late in the patients' disease trajectories, which might explain why we found no effect of PCT consultation on costs of hospital care. Earlier consultation could be beneficial to patients and reduce costs of care.
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Affiliation(s)
| | - Suzanne Polinder
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Branko F Olij
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | | | - Nicolette Gunnink
- Department of Internal Medicine, Onze Lieve Vrouwe Gasthuis, Amsterdam, The Netherlands
| | - Mathijs P Hendriks
- Department of Internal Medicine, Northwest Clinics, Alkmaar, The Netherlands
| | - Yvette M van der Linden
- Center of Expertise Palliative Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Daan Nieboer
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | | | - Liesbeth A Peters
- Department of Pulmonary Diseases, Northwest Clinics, Den Helder, The Netherlands
| | - Brenda Roggeveen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Frederiek Terheggen
- Department of Internal Medicine, Bravis Hospital, Bergen op Zoom, The Netherlands
| | - Sylvia Verhage
- Breast Center, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - Maurice J van der Vorst
- Department of Medical Oncology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands.,Department of Internal Medicine, Rijnstate Hospital, Arnhem, The Netherlands
| | - Ingrid Willemen
- Department of Internal Medicine, Elisabeth-Tweesteden Hospital, Tilburg, The Netherlands
| | - Yvonne Vergouwe
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Agnes van der Heide
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
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16
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McDermott CL, Engelberg RA, Woo C, Li L, Fedorenko C, Ramsey SD, Curtis JR. Novel Data Linkages to Characterize Palliative and End-Of-Life Care: Challenges and Considerations. J Pain Symptom Manage 2019; 58:851-856. [PMID: 31349037 PMCID: PMC6823151 DOI: 10.1016/j.jpainsymman.2019.07.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 07/16/2019] [Accepted: 07/16/2019] [Indexed: 12/12/2022]
Abstract
CONTEXT Working groups have called for linkages of existing and diverse databases to improve quality measurement in palliative and end-of-life (EOL) care, but limited data are available on the challenges of using different data sources to measure such care. OBJECTIVES To assess concordance of data obtained from different sources in a novel linkage of death certificates, electronic health records (EHRs), cancer registry data, and insurance claims for patients who died with cancer. METHODS We joined a database of Washington State death certificates and EHR to a data repository of commercial health plan enrollment and claims files linked to registry records from Puget Sound Cancer Surveillance System. We assessed care in the last month including hospitalizations, intensive care unit (ICU) admissions, emergency department visits, imaging scans, radiation, and hospice, plus chemotherapy in the last 14 days. We used a Chi-squared test to compare differences between health care in EHR and claims. RESULTS Records of hospitalization, ICU use, and emergency department use were 33%, 15%, and 33% lower in EHR versus claims, respectively. Radiation, hospice, and imaging were 6%, 14%, and 28% lower, respectively, in EHR, but chemotherapy was 4% higher than that in claims. These differences were statistically different for hospice (P < 0.02), hospitalization, ICU, ER, and imaging (all P < 0.01) but not radiation (P = 0.12) or chemotherapy (P = 0.29). CONCLUSION We found substantial variation between EHR and claims for EOL health-care use. Reliance on EHR will miss some health-care use, while claims will not capture the complex clinical details in EHR that can help define the quality of palliative care and EOL health-care utilization.
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Affiliation(s)
- Cara L McDermott
- Cambia Palliative Care Center of Excellence Department of Medicine, University of Washington, Seattle, Washington, USA; Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.
| | - Ruth A Engelberg
- Cambia Palliative Care Center of Excellence Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Cossette Woo
- Department of Social Welfare University of Washington, Seattle, Washington, USA
| | - Li Li
- Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Catherine Fedorenko
- Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Scott D Ramsey
- Hutchinson Institute for Cancer Outcomes Research Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - J Randall Curtis
- Cambia Palliative Care Center of Excellence Department of Medicine, University of Washington, Seattle, Washington, USA
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17
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Chen L, Chubak J, Yu O, Pocobelli G, Ziebell RA, Aiello Bowles EJ, Fujii MM, Sterrett AT, Boggs JM, Burnett-Hartman AN, Ritzwoller DP, Hubbard RA, Boudreau DM. Changes in use of opioid therapy after colon cancer diagnosis: a population-based study. Cancer Causes Control 2019; 30:1341-1350. [PMID: 31667710 DOI: 10.1007/s10552-019-01236-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 09/28/2019] [Indexed: 10/25/2022]
Abstract
PURPOSE To describe patterns of opioid use in cancer survivors. METHODS In a cohort study of colon cancer patients diagnosed during 1995-2014 and enrolled at two Kaiser Permanente regions, we constructed quarterly measures of opioid use from 1 year before cancer diagnosis through 5 years after diagnosis to examine changes in use. Measures included any use, incident use, regular use (use ≥ 45 days in a 91-day quarter), and average daily dose (converted to morphine milligram equivalent, MME). We also assessed temporal trends of opioid use. RESULTS Of 2,039 colon cancer patients, 11-15% received opioids in the four pre-diagnosis quarters, 68% in the first quarter after diagnosis, and 15-17% in each subsequent 19 quarters. Regular opioid use increased from 3 to 5% pre-diagnosis to 5-7% post diagnosis. Average dose increased from 15 to 17 MME/day pre-diagnosis to 14-22 MME/day post diagnosis (excluding the quarter in which cancer was diagnosed). Among post-diagnosis opioid users, 73-95% were on a low dose (< 20 MME/day). Over years, regular use of opioids increased in survivorship with no change in dosage. CONCLUSION Opioid use slightly increased following a colon cancer diagnosis, but high-dose use was rare. Research is needed to differentiate under- versus over-treatment of cancer pain.
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Affiliation(s)
- Lu Chen
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA.
| | - Jessica Chubak
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA.,Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA
| | - Onchee Yu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA
| | - Gaia Pocobelli
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA
| | - Rebecca A Ziebell
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA
| | - Erin J Aiello Bowles
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA
| | - Monica M Fujii
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA
| | - Andrew T Sterrett
- Kaiser Permanente Colorado Institute for Health Research, Denver, CO, USA
| | - Jennifer M Boggs
- Kaiser Permanente Colorado Institute for Health Research, Denver, CO, USA
| | | | - Debra P Ritzwoller
- Kaiser Permanente Colorado Institute for Health Research, Denver, CO, USA
| | - Rebecca A Hubbard
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Denise M Boudreau
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA.,Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA.,Department of Pharmacy, University of Washington, Seattle, WA, USA
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18
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Dover LL, Dulaney CR, Williams CP, Fiveash JB, Jackson BE, Warren PP, Kvale EA, Boggs DH, Rocque GB. Hospice care, cancer-directed therapy, and Medicare expenditures among older patients dying with malignant brain tumors. Neuro Oncol 2019; 20:986-993. [PMID: 29156054 DOI: 10.1093/neuonc/nox220] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Background End-of-life care for older adults with malignant brain tumors is poorly understood. The purpose of this study is to quantify end-of-life utilization of hospice care, cancer-directed therapy, and associated Medicare expenditures among older adults with malignant brain tumors. Methods This retrospective cohort study included deceased Medicare beneficiaries age ≥65 with primary malignant brain tumor (PMBT) or secondary MBT (SMBT) receiving care within a southeastern cancer community network including academic and community hospitals from 2012-2015. Utilization of hospice and cancer-directed therapy and total Medicare expenditures in the last 30 days of life were calculated using generalized linear and mixed effect models, respectively. Results Late (1-3 days prior to death) or no hospice care was received by 24% of PMBT (n = 383) and 32% of SMBT (n = 940) patients. SMBT patients received late hospice care more frequently than PMBT patients (10% vs 5%, P = 0.002). Cancer-directed therapy was administered to 18% of patients with PMBT versus 25% with SMBT (P = 0.003). Nonwhite race, male sex, and receipt of any hospital-based care in the final 30 days of life were associated with increased risk of late or no hospice care. The average decrease in Medicare expenditures associated with hospice utilization for patients with PMBT was $-12,138 (95% CI: $-18,065 to $-6210) and with SMBT was $-1,508 (95% CI: $-3,613 to $598). Conclusions Receiving late or no hospice care was common among older patients with malignant brain tumors and was significantly associated with increased total Medicare expenditures for patients with PMBT.
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Affiliation(s)
- Laura L Dover
- Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Caleb R Dulaney
- Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Courtney P Williams
- Department of Medicine, Division of Hematology-Oncology, University of Alabama at Birmingham, Birmingham, Alabama
| | - John B Fiveash
- Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Bradford E Jackson
- Center for Outcomes Research, John Peter Smith Hospital Health Network, Fort Worth, Texas
| | - Paula P Warren
- Department of Neurology, Division of Neuro-Oncology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Elizabeth A Kvale
- Department of Medicine, Division of Palliative Medicine, University of Alabama at Birmingham, Birmingham, Alabama.,Birmingham VA Medical Center, Birmingham Alabama
| | - D Hunter Boggs
- Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Gabrielle B Rocque
- Department of Medicine, Division of Hematology-Oncology, University of Alabama at Birmingham, Birmingham, Alabama.,Department of Medicine, Division of Palliative Medicine, University of Alabama at Birmingham, Birmingham, Alabama
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19
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Geriatric oncology health services research: Cancer and Aging Research Group infrastructure core. J Geriatr Oncol 2019; 11:350-354. [PMID: 31326392 DOI: 10.1016/j.jgo.2019.07.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Revised: 07/08/2019] [Accepted: 07/09/2019] [Indexed: 02/06/2023]
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20
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Goldberg SL, Paramanathan D, Khoury R, Patel S, Jagun D, Arunajadai S, DeVincenzo V, Benito RP, Gruman B, Kaur S, Paddock S, Norden AD, Schultz EV, Hervey J, Jordan T, Goy A, Pecora AL. A Patient-Reported Outcome Instrument to Assess Symptom Burden and Predict Survival in Patients with Advanced Cancer: Flipping the Paradigm to Improve Timing of Palliative and End-of-Life Discussions and Reduce Unwanted Health Care Costs. Oncologist 2018; 24:76-85. [PMID: 30266893 DOI: 10.1634/theoncologist.2018-0238] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 08/08/2018] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Discussions regarding palliative care and end-of-life care issues are frequently delayed past the time of usefulness, resulting in unwanted medical care. We sought to develop a patient-reported outcome (PRO) instrument that allows patients to voice their symptom burdens and facilitate timing of discussions. SUBJECTS, MATERIALS, AND METHODS A seven-item PRO instrument (Cota Patient Assessed Symptom Score-7 item [CPASS-7]) covering physical performance status, pain, burden, and depression was administered (September 2015 through October 2016) with correlation to overall survival, correcting for time to complete survey since diagnosis. RESULTS A total of 1,191 patients completed CPASS-7 at a median of 560 days following the diagnosis of advanced cancer. Of these patients, 49% were concerned that they could not do the things they wanted; 35% reported decreased performance status. Financial toxicity was reported by 39% of patients, with family burdens noted in 25%. Although depression was reported by 15%, 43% reported lack of pleasure. Pain was reported by 33%. The median CPASS-7 total symptom burden score was 16 (possible 0-112). With a median follow-up of 15 months from initial survey, 46% had died. Patients with symptom burden scores <29 and ≥29 had a 6-month overall survival rate of 87% and 67%, respectively, and 12-month survival rates of 72% and 50%. A one-point score increase resulted in a 1.8% increase in expected hazard. CONCLUSION Patients with advanced cancer with higher levels of symptom burden, as self-reported on the CPASS-7, had inferior survival. The PRO facilitates identification of patients appropriate for reassessment of treatment goals and potentially palliative and end-of-life care in response to symptom burden concerns. IMPLICATIONS FOR PRACTICE A seven-item patient-reported outcome (PRO) instrument was administered to 1,191 patients with advanced cancers. Patients self-reporting higher levels of physical and psychological symptom burden had inferior overall survival rates. High individual item symptom PRO responses should serve as a useful trigger to initiate supportive interventions, but when scores indicate global problems, discussions regarding end-of-life care might be appropriate.
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Affiliation(s)
- Stuart L Goldberg
- Cota Inc, New York, New York, USA
- John Theurer Cancer Center at Hackensack University Medical Center, Hackensack, New Jersey, USA
| | | | - Raya Khoury
- Genentech, South San Francisco, California, USA
| | | | - Dayo Jagun
- Genentech, South San Francisco, California, USA
| | | | | | | | | | | | | | | | | | | | - Terrill Jordan
- Regional Cancer Care Associates, Hackensack, New Jersey, USA
| | - Andre Goy
- John Theurer Cancer Center at Hackensack University Medical Center, Hackensack, New Jersey, USA
| | - Andrew L Pecora
- Cota Inc, New York, New York, USA
- Hackensack Meridian Healthcare, Edison, New Jersey, USA
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