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Mehta A, Bansal M, Mehta C, Pillai AA, Allana S, Jentzer JC, Ventetuolo CE, Abbott JD, Vallabhajosyula S. Utilization of inpatient palliative care services in cardiac arrest complicating acute pulmonary embolism. Resusc Plus 2024; 20:100777. [PMID: 39314255 PMCID: PMC11417587 DOI: 10.1016/j.resplu.2024.100777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 09/02/2024] [Accepted: 09/06/2024] [Indexed: 09/25/2024] Open
Abstract
Introduction The role of palliative care services in patients with cardiac arrest complicating acute pulmonary embolism has been infrequently studied. Methods All adult admissions with pulmonary embolism complicating cardiac arrest were identified using the National Inpatient Sample (2016-2020). The primary outcome of interest was the utilization of palliative care services. Secondary outcomes included predictors of palliative care utilization and its association of with in-hospital mortality, do-not-resuscitate status, discharge disposition, length of stay, and total hospital charges. Multivariable regression analysis was used to adjust for confounding. Results Between 01/01/2016 and 12/31/2020, of the 7,320 admissions with pulmonary embolism complicating cardiac arrest, 1229 (16.8 %) received palliative care services. Admissions receiving palliative care were on average older (68.1 ± 0.9 vs. 63.2 ± 0.4 years) and with higher baseline comorbidity (Elixhauser index 6.3 ± 0.1 vs 5.6 ± 0.6) (all p < 0.001). Additionally, this cohort had higher rates of non-cardiac organ failure (respiratory, renal, hepatic, and neurological) and invasive mechanical ventilation (all p < 0.05). Catheter-directed therapy was used less frequently in the cohort receiving palliative care, (2.8 % vs 7.9 %; p < 0.001) whereas the rates of systemic thrombolysis, mechanical and surgical thrombectomy were comparable. The cohort receiving palliative care services had higher in-hospital mortality (85.7 % vs. 69.1 %; adjusted odds ratio 2.20 [95 % CI 1.41-3.42]; p < 0.001). This cohort also had higher rates of do-not-resuscitate status and fewer discharges to home, but comparable hospitalization costs and length of hospital stay. Conclusions Palliative care services are used in only 16.8 % of admissions with cardiac arrest complicating pulmonary embolism with significant differences in the populations, suggestive of selective consultation.
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Affiliation(s)
- Aryan Mehta
- Department of Medicine, University of Connecticut School of Medicine, Farmington, CT, United States
| | - Mridul Bansal
- Department of Medicine, East Carolina University Brody School of Medicine, Greenville, NC, United States
| | - Chirag Mehta
- Department of Medicine, Warren Alpert Medical School of Brown University, Providence, RI, United States
| | - Ashwin A. Pillai
- Department of Medicine, University of Connecticut School of Medicine, Farmington, CT, United States
| | - Salman Allana
- Division of Cardiovascular Medicine, Department of Medicine, University of Texas Southwestern Medical School, Dallas, TX, United States
| | - Jacob C. Jentzer
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, United States
| | - Corey E. Ventetuolo
- Division of Pulmonary Critical Care and Sleep Medicine, Department of Medicine, Warren Alpert Medical School of Brown University, Providence, RI, United States
| | - J. Dawn Abbott
- Division of Cardiology, Department of Medicine, Warren Alpert Medical School of Brown University, Providence, RI, United States
- Lifespan Cardiovascular Institute, Providence, RI, United States
| | - Saraschandra Vallabhajosyula
- Division of Cardiology, Department of Medicine, Warren Alpert Medical School of Brown University, Providence, RI, United States
- Lifespan Cardiovascular Institute, Providence, RI, United States
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Kaufman BG, Woolson S, Stanwyck C, Burns M, Dennis P, Ma J, Feder S, Thorpe JM, Hastings SN, Bekelman DB, Van Houtven CH. Veterans' use of inpatient and outpatient palliative care: The national landscape. J Am Geriatr Soc 2024; 72:3385-3397. [PMID: 39180221 DOI: 10.1111/jgs.19141] [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: 02/02/2024] [Revised: 07/12/2024] [Accepted: 07/23/2024] [Indexed: 08/26/2024]
Abstract
BACKGROUND Palliative care improves the quality of life for people with life-limiting conditions, which are common among older adults. Despite the Veterans Health Administration (VA) outpatient palliative care expansion, most research has focused on inpatient palliative care. This study aimed to compare veteran characteristics and hospice use for palliative care users across care settings (inpatient vs. outpatient) and dose (number of palliative care encounters). METHODS This national cohort included veterans with any VA palliative care encounters from 2014 through 2017. We used VA and Medicare administrative data (2010-2017) to describe veteran demographics, socioeconomic status, life-limiting conditions, frailty, and palliative care utilization. Specialty palliative care encounters were identified using clinic stop codes (353, 351) and current procedural terminology codes (99241-99245). RESULTS Of 120,249 unique veterans with specialty palliative care over 4 years, 67.8% had palliative care only in the inpatient setting (n = 81,523) and 32.2% had at least one palliative care encounter in the outpatient setting (n = 38,726), with or without an inpatient palliative care encounter. Outpatient versus inpatient palliative care users were more likely to have cancer and less likely to have high frailty, but sociodemographic factors including rurality and housing instability were similar. Duration of hospice use was similar between inpatient (median = 37 days; IQR = 11, 112) and outpatient (median = 44 days; IQR = 14, 118) palliative care users, and shorter among those with only one palliative care encounter (median = 18 days; IQR = 5, 64). CONCLUSIONS This national evaluation provides novel insights into the care setting and dose of VA specialty palliative care for veterans. Among veterans with palliative care use, one-third received at least some palliative care in the outpatient care setting. Differences between veterans with inpatient and outpatient use motivate the need for further research to understand how care settings and number of palliative care encounters impact outcomes for veterans and older adults.
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Affiliation(s)
- Brystana G Kaufman
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, North Carolina, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Sandra Woolson
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, North Carolina, USA
| | - Catherine Stanwyck
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, North Carolina, USA
| | - Madison Burns
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, North Carolina, USA
| | - Paul Dennis
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, North Carolina, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Jessica Ma
- Geriatric Research, Education, and Clinical Center, Durham VA Health System, Durham, North Carolina, USA
- Division of Geriatrics, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Shelli Feder
- Yale University School of Nursing, Orange, Connecticut, USA
- West Haven Department of Veterans Affairs, West Haven, Connecticut, USA
| | - Joshua M Thorpe
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina, USA
| | - S Nicole Hastings
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, North Carolina, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
- Geriatric Research, Education, and Clinical Center, Durham VA Health System, Durham, North Carolina, USA
- Division of Geriatrics, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - David B Bekelman
- Department of Veterans Affairs, Department of Medicine, Eastern Colorado Health Care System, Aurora, Colorado, USA
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Courtney H Van Houtven
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, North Carolina, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
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3
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Walling AM, Cassel JB, Kerr K, Wenger NS, Garcia-Jimenez M, Meyers K, Zingmond D. Limitations With California Medicaid Data for Palliative and End of Life Care Quality Measures. J Pain Symptom Manage 2024; 68:e397-e403. [PMID: 39084412 DOI: 10.1016/j.jpainsymman.2024.07.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 07/11/2024] [Accepted: 07/17/2024] [Indexed: 08/02/2024]
Abstract
In 2014 the California legislature passed Senate Bill 1004 (SB 1004) that was designed to expand access to specialty palliative care for individuals served by California's Medicaid (known as Medi-Cal) Managed Care Plans (MCPs). The California Department of Health Care Services (DHCS) operationalized the legislation by developing minimum requirements for palliative care programs that all MCPs must meet or exceed.7 Quality and utilization data specific to California's Medicaid population are needed for stakeholders to identify care deficiencies and disparities, describe the end of life experience and utilization patterns of MCP members, compare these patterns to Medicare beneficiaries or other populations, and set appropriate targets to help monitor progress. We evaluated the feasibility of using Medicaid claims data and encounter data either by partnering with MCPs or by obtaining statewide data from DHCS to measure the quality of palliative care and end of life care. In a concurrent but separate effort, we analyzed administrative data supplied by three MCPs as part of a prospective pilot of standards for home-based palliative care in California, including care delivered to Medicaid beneficiaries under SB 1004. Beyond the practical challenges of allowing time for data access and approvals, both projects revealed several limitations to using administrative data to assess quality of palliative and end of life care for a Medicaid population. We describe these challenges that undermined our confidence in analysis results and propose solutions to measuring the quality of palliative and end of life care for Medicaid patients and suggested next steps.
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Affiliation(s)
- Anne M Walling
- Department of Medicine, University of California (A.M.W., N.S.W., M.G.-J., D.Z.), Los Angeles, USA; Department of Medicine,VA Greater Los Angeles Healthcare System (A.M.W.), Los Angeles, California, USA.
| | - J Brian Cassel
- Department of Internal Medicine,Virginia Commonwealth University School of Medicine (J.B.C.), Richmond, VA, USA
| | - Kathleen Kerr
- Transforming Care Partners (K.K.),San Francisco, California, USA
| | - Neil S Wenger
- Department of Medicine, University of California (A.M.W., N.S.W., M.G.-J., D.Z.), Los Angeles, USA
| | - Maria Garcia-Jimenez
- Department of Medicine, University of California (A.M.W., N.S.W., M.G.-J., D.Z.), Los Angeles, USA; Division of Hematology/Oncology, Olive View-UCLA (M.G.-J), Los Angeles, California,USA
| | - Kate Meyers
- California Health Care Foundation (K.M.),Oakland, California, USA
| | - David Zingmond
- Department of Medicine, University of California (A.M.W., N.S.W., M.G.-J., D.Z.), Los Angeles, USA
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Zhang Z, Gokul K, Hinyard LJ, Subramaniam DS. The Paradox of Palliative Care at the End of Life: Higher Rates of Aggressive Interventions in Patients with Pancreatic Cancer. J Clin Med 2024; 13:5286. [PMID: 39274498 PMCID: PMC11395880 DOI: 10.3390/jcm13175286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 08/29/2024] [Accepted: 09/02/2024] [Indexed: 09/16/2024] Open
Abstract
Background: Palliative care has shown benefit in patients with cancer; however, little is known about the overall utilization of palliative care services in patients with pancreatic cancer and the impact of aggressive end-of-life interventions. This study aimed to explore the incidence of palliative care consultations (PCCs) in hospitalized patients with pancreatic cancer in the United States and the association between palliative care consultations and the use of aggressive interventions at the end of life. Methods: We conducted a retrospective study of patients hospitalized with pancreatic cancer. We examined patient records for 6 months prior to death for the presence of PCCs and aggressive end-of-life (EOL) interventions-emergency department visits, chemotherapy, and ICU stays. The use of EOL interventions was compared between those who did and those who did not receive PCCs, using Chi-square and Whitney U tests. Results: Of the 2883 identified patients, 858 had evidence of a PCC in their record in the last 6 months of life. Patients receiving PCCs were older at the time of death and more likely to receive chemotherapy (22.4% vs. 10.6%) in the last 6 months of life compared to those not receiving a palliative care consult. Similarly, patients with PCCs were more likely to have aggressive interventions in the EOL period. Conclusions: Less than 30% of patients with pancreatic cancer received a PCC. Those who received a PCC had more aggressive interventions in the end-of-life period, differing from what the prior literature has shown. Future investigations are necessary to explore the components and timing of PC and investigate their influence on the utilization of aggressive interventions and patient-centered outcomes.
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Affiliation(s)
- Zidong Zhang
- Advanced HEAlth Data (AHEAD) Institute & Department of Health and Clinical Outcomes, School of Medicine, Saint Louis University, St. Louis, MO 63104, USA
| | - Kaushik Gokul
- Advanced HEAlth Data (AHEAD) Institute & Department of Health and Clinical Outcomes, School of Medicine, Saint Louis University, St. Louis, MO 63104, USA
| | - Leslie J Hinyard
- Advanced HEAlth Data (AHEAD) Institute & Department of Health and Clinical Outcomes, School of Medicine, Saint Louis University, St. Louis, MO 63104, USA
| | - Divya S Subramaniam
- Advanced HEAlth Data (AHEAD) Institute & Department of Health and Clinical Outcomes, School of Medicine, Saint Louis University, St. Louis, MO 63104, USA
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Smirnova N, Cross SH, Light A, Kavalieratos D. Racial differences in palliative care and hospice among adults with chronic obstructive pulmonary disease. Respir Med 2024; 231:107719. [PMID: 38908412 PMCID: PMC11298293 DOI: 10.1016/j.rmed.2024.107719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 06/17/2024] [Accepted: 06/20/2024] [Indexed: 06/24/2024]
Affiliation(s)
- Natalia Smirnova
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, USA.
| | - Sarah H Cross
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University, Atlanta, GA, USA
| | - Amanda Light
- College of Medicine, Drexel University, Philadelphia, PA, USA
| | - Dio Kavalieratos
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University, Atlanta, GA, USA
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Cid M, Quan Vega ML, Yang Z, Guglielminotti J, Li G, Hua M. Disparities in end-of-life care for minoritized racial and ethnic patients during terminal hospitalizations in New York State. J Am Geriatr Soc 2024; 72:2690-2699. [PMID: 38982870 PMCID: PMC11368611 DOI: 10.1111/jgs.19046] [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: 03/20/2024] [Revised: 05/15/2024] [Accepted: 05/24/2024] [Indexed: 07/11/2024]
Abstract
BACKGROUND Racial and ethnic minorities often receive care at different hospitals than non-Hispanic white patients, but how hospital characteristics influence the occurrence of disparities at the end of life is unknown. The aim of this study was to determine if disparities in end-of-life care were present among minoritized patients during terminal hospitalizations, and if these disparities varied with hospital characteristics. METHODS We identified hospitalizations where a patient died in New York State, 2016-2018. Using multilevel logistic regression, we examined whether documented end-of-life care (do-not-resuscitate status (DNR), palliative care (PC) encounter) differed by race and ethnicity, and whether these disparities differed based on receiving care in hospitals with varying characteristics (Black or Hispanic-serving hospital; teaching status; bed size; and availability of specialty palliative care). RESULTS We identified 143,713 terminal hospitalizations in 188 hospitals. Across all hospitals, only Black patients were less likely to have a PC encounter (adjusted odds ratio (aOR) 0.83 [0.80-0.87]) or DNR status (aOR 0.91 [0.87-0.95]) when compared with non-Hispanic White patients, while Hispanic patients were more likely to have DNR status (aOR 1.07 [1.01-1.13]). In non-teaching hospitals, all minoritized groups had decreased odds of PC (aOR 0.80 [0.76-0.85] for Black, aOR 0.91 [0.85-0.98] for Hispanic, aOR 0.93 [0.88-0.98] for Others), while in teaching hospitals, only Black patients had a decreased likelihood of a PC encounter (aOR 0.88 [0.82-0.93]). Also, Black patients in a Black-serving hospitals were less likely to have DNR status (aOR 0.80 [0.73-0.87]). Disparities did not differ based on whether specialty PC was available (p = 0.27 for PC encounter, p = 0.59 for DNR status). CONCLUSION During terminal hospitalizations, Black patients were less likely than non-Hispanic White patients to have documented end-of-life care. This disparity appears to be more pronounced in non-teaching hospitals than in teaching hospitals.
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Affiliation(s)
- Miguel Cid
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, New York
| | - Main Lin Quan Vega
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, New York
| | - Zhixin Yang
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, New York
| | - Jean Guglielminotti
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, New York
| | - Guohua Li
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - May Hua
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
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7
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Zhang Z, Subramaniam DS, Howard SW, Johnston KJ, Frick WH, Enard K, Hinyard L. Use of Palliative Care Among Adults With Newly Diagnosed Heart Failure: Insights From a US National Insured Patient Sample. J Am Heart Assoc 2024; 13:e035459. [PMID: 39206718 DOI: 10.1161/jaha.124.035459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 07/26/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Despite the known benefits for individuals with heart failure (HF), incomplete data suggest a low use of palliative care (PC) for HF in the United States. We aimed to investigate the national PC use for adults with HF by determining when they received their first PC consultation (PCC) and the associations with clinical factors following diagnosis of HF. METHODS AND RESULTS We conducted a retrospective cohort study in a national all-payer electronic health record database to identify adults (aged ≥18 years) with newly diagnosed HF between 2011 and 2018. The proportion of those who received PCC within 5 years following a diagnosis of HF, and associations of time to first PCC with patient characteristics and HF-specific clinical markers were determined. We followed 127 712 patients for a median of 792 days, of whom 18.3% received PCC in 5 years. Shorter time to receive PCC was associated with diagnoses of HF in 2016 to 2018 (compared with 2010-2015: adjusted hazard ratio [aHR], 1.421 [95% CI, 1.370-1.475]), advanced HF (aHR, 2.065 [95% CI, 1.940-2.198]), cardiogenic shock (aHR, 2.587 [95% CI, 2.414-2.773]), implantable cardioverter-defibrillator (aHR, 5.718 [95% CI, 5.327-6.138]), and visits at academic medical centers (aHR, 1.439 [95% CI, 1.381-1.500]). CONCLUSIONS Despite an expanded definition of PC and recommendations by professional societies, PC for HF remains low in the United States. Racial and geographic variations in access and use of PC exist for patients with HF. Future studies should interrogate the mechanisms of PC underusage, especially before advanced stages, and address barriers to PC services across the health care system.
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Affiliation(s)
- Zidong Zhang
- Advanced HEAlth Data (AHEAD) Institute, Saint Louis University School of Medicine St. Louis MO USA
| | - Divya S Subramaniam
- Advanced HEAlth Data (AHEAD) Institute, Saint Louis University School of Medicine St. Louis MO USA
- Department of Health & Clinical Outcomes Research Saint Louis University School of Medicine St. Louis MO USA
| | | | | | - William H Frick
- Division of Cardiology, Department of Internal Medicine Saint Louis University School of Medicine St. Louis MO USA
| | - Kimberly Enard
- Department of Health Management and Policy, College for Public Health and Social Justice Saint Louis University St. Louis MO USA
| | - Leslie Hinyard
- Advanced HEAlth Data (AHEAD) Institute, Saint Louis University School of Medicine St. Louis MO USA
- Department of Health & Clinical Outcomes Research Saint Louis University School of Medicine St. Louis MO USA
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Cassel JB. What Does "Palliative Care" Represent in Research Using Secondary Data? J Pain Symptom Manage 2024:S0885-3924(24)00861-3. [PMID: 39032677 DOI: 10.1016/j.jpainsymman.2024.07.011] [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: 05/07/2024] [Revised: 07/11/2024] [Accepted: 07/14/2024] [Indexed: 07/23/2024]
Abstract
While much research has been done regarding "palliative care" using retrospective cohort studies of large datasets, the data sources may not be capturing specialty palliative care services. This article aims to clarify what source data are used in such studies, how specialty palliative care services are determined to have been provided or not, and mismatches between the nature of the data and the interpretation of researchers. Major US data sources that are examined include cancer registries such as the National Cancer Database; health systems' internal data; state and nation-level hospital admissions data; and claims data from Medicare and commercial payers. Problematic studies are common. Many used cancer registry data and mischaracterized palliative intent for a given cancer treatment as "palliative care services." Dozens relied on the diagnosis code for "encounter for palliative care" which lacks adequate validity for use in research. Researchers, peer-reviewers, and research consumers are cautioned about these potential pitfalls that lead to meaningless or misleading research papers. Suggestions are made regarding more rigorous methods and trustworthy data sources and additional research that can lead to consensus among researchers on these issues.
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Affiliation(s)
- J Brian Cassel
- Department of Internal Medicine, Division of Hematology, Oncology & Palliative Care, Virginia Commonwealth University School of Medicine (J.B.C.), Richmond, Virginia, USA.
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Siech C, Baudo A, de Angelis M, Jannello LMI, Di Bello F, Goyal JA, Tian Z, Saad F, Shariat SF, Longo N, Carmignani L, de Cobelli O, Briganti A, Banek S, Mandel P, Kluth LA, Chun FKH, Karakiewicz PI. Use of inpatient palliative care in metastatic urethral cancer. Urol Oncol 2024; 42:221.e17-221.e22. [PMID: 38627106 DOI: 10.1016/j.urolonc.2024.03.019] [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: 02/02/2024] [Accepted: 03/28/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND In metastatic urethral cancer, temporal trends, and patterns of inpatient palliative care (IPC) use are unknown. METHODS Relying on the National Inpatient Sample (2006-2019), metastatic urethral cancer patients were stratified according to IPC use. Estimated annual percentage changes (EAPC) analyses and multivariable logistic regression models (LRM) for the prediction of IPC use were fitted. RESULTS Of 1,106 metastatic urethral cancer patients, 199 (18%) received IPC. IPC use increased from 5.8 to 28.0% over time in the overall cohort (EAPC +9.8%; P < 0.001), from <12.5 to 35.1% (EAPC +11.2%; P < 0.001), and from <12.5 to 24.7% (EAPC +9.4%; P = 0.01) in respectively females and males. Lowest IPC rates were recorded in the Midwest (13.5%) vs. highest in the South (22.5%). IPC patients were more frequently female (44 vs. 37%), and more frequently exhibited bone metastases (45 vs. 34%). In multivariable LRM, female sex (multivariable odds ratio [OR] 1.46, 95% confidence interval [CI] 1.05-2.02; P = 0.02), and bone metastases (OR 1.46, 95%CI 1.02-2.10; P = 0.04) independently predicted higher IPC rates. Conversely, hospitalization in the Midwest (OR 0.53, 95%CI 0.31-0.91; P = 0.02), and in the Northeast (OR 0.48, 95%CI 0.28-0.82; P = 0.01) were both associated with lower IPC use than hospitalization in the West. CONCLUSION IPC use in metastatic urethral cancer increased from a marginal rate of 5.8% to as high as 28%. Ideally, differences according to sex, metastatic site, and region should be addressed to improve IPC use rates.
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Affiliation(s)
- Carolin Siech
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany.
| | - Andrea Baudo
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Department of Urology, IRCCS Policlinico San Donato, Milan, Italy
| | - Mario de Angelis
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Vita-Salute San Raffaele University, Milan, Italy; Division of Experimental Oncology/Unit of Urology, URI, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Letizia Maria Ippolita Jannello
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Department of Urology, IEO European Institute of Oncology, IRCCS, Milan, Italy; Università degli Studi di Milano, Milan, Italy
| | - Francesco Di Bello
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Department of Neurosciences, Science of Reproduction and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Jordan A Goyal
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
| | - Zhe Tian
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
| | - Fred Saad
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
| | - Shahrokh F Shariat
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Weill Cornell Medical College, New York, NY; Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX; Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan
| | - Nicola Longo
- Department of Neurosciences, Science of Reproduction and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Luca Carmignani
- Department of Urology, IRCCS Policlinico San Donato, Milan, Italy; Department of Urology, IRCCS Ospedale Galeazzi - Sant'Ambrogio, Milan, Italy
| | - Ottavio de Cobelli
- Department of Urology, IEO European Institute of Oncology, IRCCS, Milan, Italy; Università degli Studi di Milano, Milan, Italy; Department of Oncology and Haemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Alberto Briganti
- Vita-Salute San Raffaele University, Milan, Italy; Division of Experimental Oncology/Unit of Urology, URI, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Séverine Banek
- Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany
| | - Philipp Mandel
- Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany
| | - Luis A Kluth
- Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany
| | - Felix K H Chun
- Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany
| | - Pierre I Karakiewicz
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
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Feder SL, Han L, Zhan Y, Abel EA, Akgün KM, Fried T, Ersek M, Redeker NS. Variation in Specialist Palliative Care Reach and Associated Factors Among People With Advanced Heart Failure in the Department of Veterans Affairs. J Pain Symptom Manage 2024; 68:22-31.e1. [PMID: 38561132 PMCID: PMC11168897 DOI: 10.1016/j.jpainsymman.2024.03.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 03/19/2024] [Accepted: 03/22/2024] [Indexed: 04/04/2024]
Abstract
CONTEXT Clinical practice guidelines recommend palliative care for people with advanced heart failure (aHF), yet it remains underutilized. OBJECTIVES We examined medical center variation in specialist palliative care (SPC) and identified factors associated with variation among people with aHF. METHODS We conducted a retrospective cohort study of 21,654 people with aHF who received healthcare in 83 Veterans Affairs Medical Centers (VAMCs) from 2018-2020. We defined aHF with ICD-9/10 codes and hospitalizations. We used random intercept multilevel logistic regression to derive SPC reach (i.e., predicted probability) for each VAMC adjusting for demographic and clinical characteristics. We then examined VAMC-level SPC delivery characteristics associated with predicted SPC reach including the availability of outpatient SPC (proportion of outpatient consultations), cardiology involvement (number of outpatient cardiology-initiated referrals), and earlier SPC (days from aHF identification to consultation). RESULTS Of the sample the mean age = 72.9+/-10.9 years, 97.9% were male, 61.6% were White, and 32.2% were Black. The predicted SPC reach varied substantially across VAMCs from 9% to 57% (mean: 28% [95% Confidence Interval: 25%-30%]). Only the availability of outpatient SPC was independently associated with higher SPC reach. VAMCs, in which outpatient delivery made up the greatest share of SPC consultations (9% or higher) had 11% higher rates of SPC reach relative to VAMCs with a lower proportion of outpatient SPC. CONCLUSION SPC reach varies widely across VAMCs for people with aHF. Outpatient palliative is common among high-reach VAMCs but its role in reach warrants further investigation. Strategies used by high-reach VAMCs may be potential targets to test for implementation and dissemination.
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Affiliation(s)
- Shelli L Feder
- Yale School of Nursing(S.L.F., Y.Z.), Orange, Connecticut, USA; VA Connecticut Healthcare System(S.L.F., L.H., E.A.A., K.M.A., T.F.), West Haven, Connecticut, USA.
| | - Ling Han
- VA Connecticut Healthcare System(S.L.F., L.H., E.A.A., K.M.A., T.F.), West Haven, Connecticut, USA; Yale Program on Aging(L.H., K.M.A., T.F.), New Haven, Connecticut, USA
| | - Yan Zhan
- Yale School of Nursing(S.L.F., Y.Z.), Orange, Connecticut, USA
| | - Erica A Abel
- VA Connecticut Healthcare System(S.L.F., L.H., E.A.A., K.M.A., T.F.), West Haven, Connecticut, USA
| | - Kathleen M Akgün
- VA Connecticut Healthcare System(S.L.F., L.H., E.A.A., K.M.A., T.F.), West Haven, Connecticut, USA; Yale Program on Aging(L.H., K.M.A., T.F.), New Haven, Connecticut, USA
| | - Terri Fried
- VA Connecticut Healthcare System(S.L.F., L.H., E.A.A., K.M.A., T.F.), West Haven, Connecticut, USA; Yale Program on Aging(L.H., K.M.A., T.F.), New Haven, Connecticut, USA; Yale School of Medicine(T.F.), Department of Internal Medicine, New Haven, CT, USA
| | - Mary Ersek
- Veteran Experience Center(M.E.), Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennysylvania, USA; Leonard Davis Institute(M.E.), University of Pennsylvania, Philadelphia, Pennysylvania, USA
| | - Nancy S Redeker
- University of Connecticut School of Nursing(N.S.R.), Storrs, Connecticut, USA
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Ajibawo T, Okunowo O. Prevalence and Factors Associated With Palliative Care Utilization Among Hospitalized Patients With Gallbladder Cancer- A National Inpatient Sample Analysis. Am J Hosp Palliat Care 2024:10499091241262968. [PMID: 38881223 DOI: 10.1177/10499091241262968] [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: 06/18/2024] Open
Abstract
OBJECTIVES Various factors have been associated with palliative utilization in different cancers. However, literature is still lacking on the prevalence and factors associated with palliative care use in gallbladder cancer (GBC). This study aims to determine the prevalence of palliative care utilization and examine the factors associated with palliative care utilization among patients with GBC. METHODS We conducted a retrospective analysis using the National Inpatient Sample between 2016 and 2018. Descriptive statistics were used to characterize the study population. We explored factors associated with palliative care utilization among hospitalized GBC patients using logistic regression. RESULTS Of the 20280 GBC hospitalizations, 18.0 % utilized palliative care. Multivariable analysis revealed that treatment at urban teaching hospitals, or treatment at urban nonteaching hospitals, Medicare insurance, other insurance coverage, transfer to a facility/discharge with home health, and death during hospital stay were associated with higher utilization of palliative care. In contrast, non-elective admissions were associated with decreased odds of palliative care utilization. CONCLUSION Palliative care use among GBC patients is still low at 18.0%. Palliative care use was associated with insurance disparities, discharge disposition, hospital location, and type of admission. Therefore, concerted efforts to address these disparities in palliative care utilization are needed to improve the quality of care for this population.
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Affiliation(s)
| | - Oluwatimilehin Okunowo
- Department of Computational and Quantitative Medicine, Division of Biostatistics, Beckman Research Institute of City of Hope, Duarte, CA, USA
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12
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Baird CE, Wulff-Burchfield E, Egan PC, Hugar LA, Vyas A, Trikalinos NA, Liu MA, Bélanger E, Olszewski AJ, Bantis LE, Panagiotou OA. Predictors of high-intensity care at the end of life among older adults with solid tumors: A population-based study. J Geriatr Oncol 2024; 15:101774. [PMID: 38676975 PMCID: PMC11162260 DOI: 10.1016/j.jgo.2024.101774] [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: 11/01/2023] [Revised: 03/05/2024] [Accepted: 04/12/2024] [Indexed: 04/29/2024]
Abstract
INTRODUCTION High-intensity end-of-life (EoL) care can be burdensome for patients, caregivers, and health systems and does not confer any meaningful clinical benefit. Yet, there are significant knowledge gaps regarding the predictors of high-intensity EoL care. In this study, we identify risk factors associated with high-intensity EoL care among older adults with the four most common malignancies, including breast, prostate, lung, and colorectal cancer. MATERIALS AND METHODS Using SEER-Medicare data, we conducted a retrospective analysis of Medicare beneficiaries aged 65 and older who died of breast, prostate, lung, or colorectal cancer between 2011 and 2015. We used multivariable logistic regression to identify clinical, demographic, socioeconomic, and geographic predictors of high-intensity EoL care, which we defined as death in an acute care hospital, receipt of any oral or parenteral chemotherapy within 14 days of death, one or more admissions to the intensive care unit within 30 days of death, two or more emergency department visits within 30 days of death, or two or more inpatient admissions within 30 days of death. RESULTS Among 59,355 decedents, factors associated with increased likelihood of receiving high-intensity EoL care were increased comorbidity burden (odds ratio [OR]:1.29; 95% confidence interval [CI]:1.28-1.30), female sex (OR:1.05; 95% CI:1.01-1.09), Black race (OR:1.14; 95% CI:1.07-1.23), Other race/ethnicity (OR:1.20; 95% CI:1.10-1.30), stage III disease (OR:1.11; 95% CI:1.05-1.18), living in a county with >1,000,000 people (OR:1.23; 95% CI:1.16-1.31), living in a census tract with 10%-<20% poverty (OR:1.09; 95% CI:1.03-1.16) or 20%-100% poverty (OR:1.12; 95% CI:1.04-1.19), and having state-subsidized Medicare premiums (OR:1.18; 95% CI:1.12-1.24). The risk of high-intensity EoL care was lower among patients who were older (OR:0.98; 95% CI:0.98-0.99), lived in the Midwest (OR:0.69; 95% CI:0.65-0.75), South (OR:0.70; 95% CI:0.65-0.74), or West (OR:0.81; 95% CI:0.77-0.86), lived in mostly rural areas (OR:0.92; 95% CI:0.86-1.00), and had poor performance status (OR:0.26; 95% CI:0.25-0.28). Results were largely consistent across cancer types. DISCUSSION The risk factors identified in our study can inform the development of new interventions for patients with cancer who are likely to receive high-intensity EoL care. Health systems should consider incorporating these risk factors into decision-support tools to assist clinicians in identifying which patients should be referred to hospice and palliative care.
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Affiliation(s)
- Courtney E Baird
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA.
| | - Elizabeth Wulff-Burchfield
- Medical Oncology Division and Palliative Medicine Division, Department of Internal Medicine, University of Kansas School of Medicine, University of Kansas Cancer Center, The University of Kansas Health System, Kansas City, KS, USA
| | - Pamela C Egan
- Department of Medicine, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Lee A Hugar
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, FL, USA
| | - Ami Vyas
- University of Rhode Island, College of Pharmacy, Department of Pharmacy Practice, Kingston, RI, USA
| | - Nikolaos A Trikalinos
- Division of Oncology, Department of Medicine, Washington University Medical School Campus, St. Louis, MO, USA; Siteman Cancer Center, St. Louis, MO, USA
| | - Michael A Liu
- Columbia University Medical Center, Herbert Irving Comprehensive Cancer Center, New York, NY, USA
| | - Emmanuelle Bélanger
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Adam J Olszewski
- Department of Medicine, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Leonidas E Bantis
- Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Orestis A Panagiotou
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
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13
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Hua M, Guo L, Ing C, Lackraj D, Wang S, Morrison RS. Specialist Palliative Care Use and End-of-Life Care in Patients With Metastatic Cancer. J Pain Symptom Manage 2024; 67:357-365.e15. [PMID: 38278187 PMCID: PMC11032225 DOI: 10.1016/j.jpainsymman.2024.01.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 01/28/2024]
Abstract
CONTEXT For patients with advanced cancer, high intensity treatment at the end of life is measured as a reflection of the quality of care. Use of specialist palliative care has been promoted to improve care quality, but whether its use is associated with decreased treatment intensity on a population-level is unknown. OBJECTIVES To determine whether receipt of specialist palliative care use is associated with differences in end-of-life quality metrics in patients with metastatic cancer. METHODS Retrospective propensity-matched cohort of patients age ≥ 65 who died with metastatic cancer in U.S. hospitals with palliative care programs that participated in the National Palliative Care Registry in 2018-2019. Cox proportional hazards regression was used to assess the impact of specialist palliative care on use of chemotherapy in the last 14 days of life, use of intensive care unit (ICU) in the last 30 days of life, use of hospice, and hospice enrollment ≥ three days. RESULTS After 1:2 matching, our cohort consisted of 15,878 exposed and 31,756 unexposed patients. Receipt of specialist palliative care was associated with a decrease in use of chemotherapy (adjusted hazard ratio (aHR) 0.59 [0.50-0.70]) and ICU at the end of life (aHR 0.86 [0.80-0.92]), and an increase in hospice use (aHR 1.92 [1.85-1.99]) and hospice enrollment for ≥three days (aHR 2.00 [1.93-2.07]). CONCLUSION On a population-level, use of specialist palliative care was associated with improved metrics for quality end-of-life care for patients dying with metastatic cancer, underscoring the importance of its integration into cancer care.
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Affiliation(s)
- May Hua
- Department of Anesthesiology (M.H., C.I.), College of Physicians and Surgeons, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA.
| | - Ling Guo
- Department of Anesthesiology (L.G.), College of Physicians and Surgeons, Columbia University, New York, New York, USA
| | - Caleb Ing
- Department of Anesthesiology (M.H., C.I.), College of Physicians and Surgeons, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Deven Lackraj
- Department of Anesthesiology (D.L.), Columbia University College of Physicians and Surgeons, Columbia University, New York, New York, USA
| | - Shuang Wang
- Department of Biostatistics (S.W.), Mailman School of Public Health, Columbia University, New York, New York, USA
| | - R Sean Morrison
- Icahn School of Medicine at Mount Sinai and James J Peters VA (R.S.M.), Bronx, New York, USA
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Law AC, Bosch NA, Song Y, Tale A, Lasser KE, Walkey AJ. In-Hospital vs 30-Day Sepsis Mortality at US Safety-Net and Non-Safety-Net Hospitals. JAMA Netw Open 2024; 7:e2412873. [PMID: 38819826 PMCID: PMC11143462 DOI: 10.1001/jamanetworkopen.2024.12873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 03/11/2024] [Indexed: 06/01/2024] Open
Abstract
Importance In-hospital mortality of patients with sepsis is frequently measured for benchmarking, both by researchers and policymakers. Prior studies have reported higher in-hospital mortality among patients with sepsis at safety-net hospitals compared with non-safety-net hospitals; however, in critically ill patients, in-hospital mortality rates are known to be associated with hospital discharge practices, which may differ between safety-net hospitals and non-safety-net hospitals. Objective To assess how admission to safety-net hospitals is associated with 2 metrics of short-term mortality (in-hospital mortality and 30-day mortality) and discharge practices among patients with sepsis. Design, Setting, and Participants Retrospective, national cohort study of Medicare fee-for-service beneficiaries aged 66 years and older, admitted with sepsis to an intensive care unit from January 2011 to December 2019 based on information from the Medicare Provider Analysis and Review File. Data were analyzed from October 2022 to September 2023. Exposure Admission to a safety-net hospital (hospitals with a Medicare disproportionate share index in the top quartile per US region). Main Outcomes and Measures Coprimary outcomes: in-hospital mortality and 30-day mortality. Secondary outcomes: (1) in-hospital do-not-resuscitate orders, (2) in-hospital palliative care delivery, (3) discharge to a postacute facility (skilled nursing facility, inpatient rehabilitation facility, or long-term acute care hospital), and (4) discharge to hospice. Results Between 2011 and 2019, 2 551 743 patients with sepsis (mean [SD] age, 78.8 [8.2] years; 1 324 109 [51.9%] female; 262 496 [10.3%] Black, 2 137 493 [83.8%] White, and 151 754 [5.9%] other) were admitted to 666 safety-net hospitals and 1924 non-safety-net hospitals. Admission to safety-net hospitals was associated with higher in-hospital mortality (odds ratio [OR], 1.09; 95% CI, 1.06-1.13) but not 30-day mortality (OR, 1.01; 95% CI, 0.99-1.04). Admission to safety-net hospitals was associated with lower do-not-resuscitate rates (OR, 0.86; 95% CI, 0.81-0.91), palliative care delivery rates (OR, 0.66; 95% CI, 0.60-0.73), and hospice discharge (OR, 0.82; 95% CI, 0.78-0.87) but not with discharge to postacute facilities (OR, 0.98; 95% CI, 0.95-1.01). Conclusions and Relevance In this cohort study, among patients with sepsis, admission to safety-net hospitals was associated with higher in-hospital mortality but not with 30-day mortality. Differences in in-hospital mortality may partially be explained by greater use of hospice at non-safety-net hospitals, which shifts attribution of death from the index hospitalization to hospice. Future investigations and publicly reported quality measures should consider time-delimited rather than hospital-delimited measures of short-term mortality to avoid undue penalty to safety-net hospitals with similar short-term mortality.
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Affiliation(s)
- Anica C. Law
- The Pulmonary Center, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
- Richard A and Susan F Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Nicholas A. Bosch
- The Pulmonary Center, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Yang Song
- Richard A and Susan F Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Archana Tale
- Richard A and Susan F Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Karen E. Lasser
- Section of General Internal Medicine, Boston Medical Center, Boston, Massachusetts
| | - Allan J. Walkey
- Division of Health Systems Science, Department of Medicine, University of Massachusetts Chan Medical School, Worcester
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Subramaniam DS, Zhang Z, Timmer Z, DeMarco EC, Poirier MP, Hinyard LJ. Palliative Care and Mental Health among Pancreatic Cancer Patients in the United States: An Examination of Service Utilization and Health Outcomes. Healthcare (Basel) 2024; 12:842. [PMID: 38667604 PMCID: PMC11050506 DOI: 10.3390/healthcare12080842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/04/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024] Open
Abstract
INTRODUCTION Palliative care (PC) utilization remains low among pancreatic cancer patients. This study explores the association of PC with mental health service and pharmacotherapy utilization among pancreatic cancer patients. METHODS Retrospective analysis was conducted on a sample of patients in the United States with newly diagnosed pancreatic cancer using Electronic Health Record data from Optum's Integrated Claims-Clinical data set. Subsequent diagnoses of anxiety and depression and PC consultation encounters were determined using ICD-9/10 codes. Adjusted associations of mental health treatments with PC and patient characteristics were quantified using multiple logistic regression. RESULTS Among newly diagnosed pancreatic cancer patients (n = 4029), those with PC consultations exhibited a higher prevalence of anxiety (33.9% vs. 22.8%) and depression (36.2% vs. 23.2%). Mental health service use and pharmacotherapy varied, with the highest utilization among patients having both anxiety and depression. Treatment pattern was also influenced by age (aOR 1.832 for age <55 vs. 65-70 years). Notably, PC consultations showed no significant effect on the likelihood of documented treatment. DISCUSSION Our study emphasizes underutilization of PC and MH treatment for pancreatic cancer patients. These findings imply a crucial need for further investigation into palliative care's role in addressing mental health concerns among pancreatic cancer patients.
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Affiliation(s)
- Divya S. Subramaniam
- Department of Health and Clinical Outcomes Research, Advanced HEAlth Data (AHEAD) Institute, Saint Louis University School of Medicine, St. Louis, MO 63108, USA (Z.T.); (M.P.P.)
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16
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Lu S, Rakovitch E, Hannon B, Zimmermann C, Dharmarajan KV, Yan M, De Almeida JR, Yao CMKL, Gillespie EF, Chino F, Yerramilli D, Goonaratne E, Abdel-Rahman F, Othman H, Mheid S, Tsai CJ. Palliative Care as a Component of High-Value and Cost-Saving Care During Hospitalization for Metastatic Cancer. JCO Oncol Pract 2024:OP2300576. [PMID: 38442311 DOI: 10.1200/op.23.00576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/06/2023] [Accepted: 12/20/2023] [Indexed: 03/07/2024] Open
Abstract
PURPOSE Randomized controlled trials have demonstrated that palliative care (PC) can improve quality of life and survival for outpatients with advanced cancer, but there are limited population-based data on the value of inpatient PC. We assessed PC as a component of high-value care among a nationally representative sample of inpatients with metastatic cancer and identified hospitalization characteristics significantly associated with high costs. METHODS Hospitalizations of patients 18 years and older with a primary diagnosis of metastatic cancer from the National Inpatient Sample from 2010 to 2019 were analyzed. We used multivariable mixed-effects logistic regression to assess medical services, patient demographics, and hospital characteristics associated with higher charges billed to insurance and hospital costs. Generalized linear mixed-effects models were used to determine cost savings associated with provision of PC. RESULTS Among 397,691 hospitalizations from 2010 to 2019, the median charge per admission increased by 24.9%, from $44,904 in US dollars (USD) to $56,098 USD, whereas the median hospital cost remained stable at $14,300 USD. Receipt of inpatient PC was associated with significantly lower charges (odds ratio [OR], 0.62 [95% CI, 0.61 to 0.64]; P < .001) and costs (OR, 0.59 [95% CI, 0.58 to 0.61]; P < .001). Factors associated with high charges were receipt of invasive medical ventilation (P < .001) or systemic therapy (P < .001), Hispanic patients (P < .001), young age (18-49 years, P < .001), and for-profit hospitals (P < .001). PC provision was associated with a $1,310 USD (-13.6%, P < .001) reduction in costs per hospitalization compared with no PC, independent of the receipt of invasive care and age. CONCLUSION Inpatient PC is associated with reduced hospital costs for patients with metastatic cancer, irrespective of age and receipt of aggressive interventions. Integration of inpatient PC may de-escalate costs incurred through low-value inpatient interventions.
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Affiliation(s)
- Sifan Lu
- SUNY Downstate Health Sciences University, Brooklyn, NY
| | - Eileen Rakovitch
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Odette Cancer Centre, Toronto, ON, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kavita V Dharmarajan
- Department of Radiation Oncology and the Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Michael Yan
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - John R De Almeida
- Department of Otolaryngology Head and Neck Surgery, University Health Network, Toronto, ON, Canada
| | - Christopher M K L Yao
- Department of Otolaryngology Head and Neck Surgery, University Health Network, Toronto, ON, Canada
| | - Erin F Gillespie
- Department of Radiation Oncology, University of Washington School of Medicine, Seattle, WA
| | - Fumiko Chino
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Divya Yerramilli
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Fadwa Abdel-Rahman
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Hiba Othman
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Sara Mheid
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Chiaojung Jillian Tsai
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
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17
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Heitner R, Chambers B, Silvers A, Bowman B, Johnson KS. "Palliative Care" as an Outcome Measure and Its Impact on Our Interpretation of Racial Disparities. J Pain Symptom Manage 2024; 67:e114-e116. [PMID: 37827453 DOI: 10.1016/j.jpainsymman.2023.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 09/29/2023] [Accepted: 10/02/2023] [Indexed: 10/14/2023]
Affiliation(s)
- Rachael Heitner
- Center to Advance Palliative Care at the Brookdale Department of Geriatrics and Palliative Medicine (R.H., B.C., A.S., B.B.), Icahn School of Medicine at Mount Sinai, New York, New York, USA; Division of Geriatrics (K.S.J.), Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA; Geriatrics Research Education and Clinical Center (K.S.J.), Veteran Affairs Health System, Durham, North Carolina, USA.
| | - Brittany Chambers
- Center to Advance Palliative Care at the Brookdale Department of Geriatrics and Palliative Medicine (R.H., B.C., A.S., B.B.), Icahn School of Medicine at Mount Sinai, New York, New York, USA; Division of Geriatrics (K.S.J.), Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA; Geriatrics Research Education and Clinical Center (K.S.J.), Veteran Affairs Health System, Durham, North Carolina, USA
| | - Allison Silvers
- Center to Advance Palliative Care at the Brookdale Department of Geriatrics and Palliative Medicine (R.H., B.C., A.S., B.B.), Icahn School of Medicine at Mount Sinai, New York, New York, USA; Division of Geriatrics (K.S.J.), Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA; Geriatrics Research Education and Clinical Center (K.S.J.), Veteran Affairs Health System, Durham, North Carolina, USA
| | - Brynn Bowman
- Center to Advance Palliative Care at the Brookdale Department of Geriatrics and Palliative Medicine (R.H., B.C., A.S., B.B.), Icahn School of Medicine at Mount Sinai, New York, New York, USA; Division of Geriatrics (K.S.J.), Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA; Geriatrics Research Education and Clinical Center (K.S.J.), Veteran Affairs Health System, Durham, North Carolina, USA
| | - Kimberly S Johnson
- Center to Advance Palliative Care at the Brookdale Department of Geriatrics and Palliative Medicine (R.H., B.C., A.S., B.B.), Icahn School of Medicine at Mount Sinai, New York, New York, USA; Division of Geriatrics (K.S.J.), Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA; Geriatrics Research Education and Clinical Center (K.S.J.), Veteran Affairs Health System, Durham, North Carolina, USA
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18
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Oud L. Disparities in Palliative Care Among Critically Ill Patients With and Without COVID-19 at the End of Life: A Population-Based Analysis. J Clin Med Res 2023; 15:438-445. [PMID: 38189035 PMCID: PMC10769605 DOI: 10.14740/jocmr5027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 11/02/2023] [Indexed: 01/09/2024] Open
Abstract
Background The surge in critical illness and associated mortality brought by the coronavirus virus disease 2019 (COVID-19) pandemic, coupled with staff shortages and restrictions of family visitation, may have adversely affected delivery of palliative measures, including at the end of life of affected patients. However, the population-level patterns of palliative care (PC) utilization among septic critically ill patients with and without COVID-19 during end-of-life hospitalizations are unknown. Methods A statewide dataset was used to identify patients aged ≥ 18 years with intensive care unit (ICU) admission and a diagnosis of sepsis in Texas, who died during hospital stay during April 1 to December 31, 2020. COVID-19 was defined by the International Classification of Diseases, 10th Revision (ICD-10) code U07.1, and PC was identified by ICD-10 code Z51.5. Multivariable logistic models were fitted to estimate the association of COVID-19 with use of PC among ICU admissions. A similar approach was used for sensitivity analyses of strata with previously reported lower and higher than reference use of PC. Results There were 20,244 patients with sepsis admitted to ICU during terminal hospitalization, and 9,206 (45.5%) had COVID-19. The frequency of PC among patients with and without COVID-19 was 32.0% vs. 37.1%, respectively. On adjusted analysis, the odds of PC use remained lower among patients with COVID-19 (adjusted odds ratio (aOR): 0.84, 95% confidence interval (CI): 0.78 - 0.90), with similar findings on sensitivity analyses. Conclusions PC was markedly less common among critically ill septic patients with COVID-19 during terminal hospitalization, compared to those without COVID-19. Further studies are needed to determine the factors underlying these findings in order to reduce disparities in use of PC.
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Affiliation(s)
- Lavi Oud
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Texas Tech University Health Sciences Center at the Permian Basin, Odessa, TX, USA.
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Law AC, Bosch NA, Song Y, Tale A, Yeh RW, Kahn JM, Stevens JP, Walkey AJ. Patient Outcomes After Long-Term Acute Care Hospital Closures. JAMA Netw Open 2023; 6:e2344377. [PMID: 37988077 PMCID: PMC10663966 DOI: 10.1001/jamanetworkopen.2023.44377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/12/2023] [Indexed: 11/22/2023] Open
Abstract
Importance Long-term acute care hospitals (LTCHs) are common sites of postacute care for patients recovering from severe respiratory failure requiring mechanical ventilation (MV). However, federal payment reform led to the closure of many LTCHs in the US, and it is unclear how closure of LTCHs may have affected upstream care patterns at short-stay hospitals and overall patient outcomes. Objective To estimate the association between LTCH closures and short-stay hospital care patterns and patient outcomes. Design, Setting, and Participants This retrospective, national, matched cohort study used difference-in-differences analysis to compare outcomes at short-stay hospitals reliant on LTCHs that closed during 2012 to 2018 with outcomes at control hospitals. Data were obtained from the Medicare Provider Analysis and Review File, 2011 to 2019. Participants included Medicare fee-for-service beneficiaries aged 66 years and older receiving MV for at least 96 hours in an intensive care unit (ie, patients at-risk for prolonged MV) and the subgroup also receiving a tracheostomy (ie, receiving prolonged MV). Data were analyzed from October 2022 to June 2023. Exposure Admission to closure-affected hospitals, defined as those discharging at least 60% of patients receiving a tracheostomy to LTCHs that subsequently closed, vs control hospitals. Main Outcomes and Measures Upstream hospital care pattern outcomes were short-stay hospital do-not-resuscitate orders, palliative care delivery, tracheostomy placement, and discharge disposition. Patient outcomes included hospital length of stay, days alive and institution free within 90 days, spending per days alive within 90 days, and 90-day mortality. Results Between 2011 and 2019, 99 454 patients receiving MV for at least 96 hours at 1261 hospitals were discharged to 459 LTCHs; 84 LTCHs closed. Difference-in-differences analysis included 8404 patients (mean age, 76.2 [7.2] years; 4419 [52.6%] men) admitted to 45 closure-affected hospitals and 45 matched-control hospitals. LTCH closure was associated with decreased LTCH transfer rates (difference, -5.1 [95% CI -8.2 to -2.0] percentage points) and decreased spending-per-days-alive (difference, -$8701.58 [95% CI, -$13 323.56 to -$4079.60]). In the subgroup of patients receiving a tracheostomy, there was additionally an increase in do-not-resuscitate rates (difference, 10.3 [95% CI, 4.2 to 16.3] percentage points) and transfer to skilled nursing facilities (difference, 10.0 [95% CI, 4.2 to 15.8] percentage points). There was no significant association of closure with 90-day mortality. Conclusions and Relevance In this cohort study, LTCH closure was associated with changes in discharge patterns in patients receiving mechanical ventilation for at least 96 hours and advanced directive decisions in the subgroup receiving a tracheostomy, without change in mortality. Further studies are needed to understand how LTCH availability may be associated with other important outcomes, including functional outcomes and patient and family satisfaction.
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Affiliation(s)
- Anica C. Law
- The Pulmonary Center, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
- Richard A and Susan F Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Nicholas A. Bosch
- The Pulmonary Center, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Yang Song
- Richard A and Susan F Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Archana Tale
- Richard A and Susan F Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Robert W. Yeh
- Richard A and Susan F Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Jeremy M. Kahn
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jennifer P. Stevens
- Center for Healthcare Delivery Science, Beth Israel Deaconess Medical Center, Boston, Massachusetts
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Allan J. Walkey
- The Pulmonary Center, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
- Evans Center for Implementation and Improvement Sciences, Boston University School of Medicine, Boston, Massachusetts
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, Massachusetts
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20
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Shen L, Chen L, Zhou Y, Chen T, Han H, Xia Q, Liu Z. Temporal trends and barriers for inpatient palliative care referral in metastatic gynecologic cancer patients receiving specific critical care therapies. Front Oncol 2023; 13:1173438. [PMID: 37927460 PMCID: PMC10620795 DOI: 10.3389/fonc.2023.1173438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 09/29/2023] [Indexed: 11/07/2023] Open
Abstract
Objective Existing evidence suggests that palliative care (PC) is highly underutilized in metastatic gynecologic cancer (mGCa). This study aims to explore temporal trends and predictors for inpatient PC referral in mGCa patients who received specific critical care therapies (CCT). Methods The National Inpatient Sample from 2003 to 2015 was used to identify mGCa patients receiving CCT. Basic characteristics were compared between patients with and without PC. Annual percentage change (APC) was estimated to reflect the temporal trend in the entire cohort and subgroups. Multivariable logistic regression was employed to explore potential predictors of inpatient PC referral. Results In total, 122,981 mGCa patients were identified, of whom 10,380 received CCT. Among these, 1,208 (11.64%) received inpatient PC. Overall, the rate of PC referral increased from 1.81% in 2003 to 26.30% in 2015 (APC: 29.08%). A higher increase in PC usage was found in white patients (APC: 30.81%), medium-sized hospitals (APC: 31.43%), the Midwest region (APC: 33.84%), and among patients with ovarian cancer (APC: 31.35%). Multivariable analysis suggested that medium bedsize, large bedsize, Midwest region, West region, uterine cancer and cervical cancer were related to increased PC use, while metastatic sites from lymph nodes and genital organs were related to lower PC referral. Conclusion Further studies are warranted to better illustrate the barriers for PC and finally improve the delivery of optimal end-of-life care for mGCa patients who receive inpatient CCT, especially for those diagnosed with ovarian cancer or admitted to small scale and Northeast hospitals.
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Affiliation(s)
- Li Shen
- Department of Oncology, the Affiliated Aoyang Hospital of Jiangsu University, Zhangjiagang, China
| | - Longpei Chen
- Department of Oncology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yun Zhou
- Department of Radiation Oncology, the Affiliated Aoyang Hospital of Jiangsu University, Zhangjiagang, China
| | - Tianran Chen
- Department of Oncology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Hedong Han
- Department of Health Statistics, Naval Medical University, Shanghai, China
| | - Qiuyan Xia
- Department of Oncology, the Affiliated Aoyang Hospital of Jiangsu University, Zhangjiagang, China
| | - Zhanguo Liu
- Department of Oncology, the Affiliated Aoyang Hospital of Jiangsu University, Zhangjiagang, China
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21
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Feder SL, Zhan Y, Abel EA, Smith D, Ersek M, Fried T, Redeker NS, Akgün KM. Validation of Electronic Health Record-Based Algorithms to Identify Specialist Palliative Care Within the Department of Veterans Affairs. J Pain Symptom Manage 2023; 66:e475-e483. [PMID: 37364737 PMCID: PMC10527602 DOI: 10.1016/j.jpainsymman.2023.06.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 06/09/2023] [Accepted: 06/15/2023] [Indexed: 06/28/2023]
Abstract
BACKGROUND The measurement of specialist palliative care (SPC) across Department of Veterans Affairs (VA) facilities relies on algorithms applied to administrative databases. However, the validity of these algorithms has not been systematically assessed. MEASURES In a cohort of people with heart failure identified by ICD 9/10 codes, we validated the performance of algorithms to identify SPC consultation in administrative data and differentiate outpatient from inpatient encounters. INTERVENTION We derived separate samples of people by receipt of SPC using combinations of stop codes signifying specific clinics, current procedural terminology (CPT), a variable representing encounter location, and ICD-9/ICD-10 codes for SPC. We calculated sensitivity, specificity, and positive and negative predictive values (PPV, NPV) for each algorithm using chart review as the reference standard. OUTCOMES Among 200 people who did and did not receive SPC (mean age = 73.9 years (standard deviation [SD] = 11.5), 98% male, 73% White), the validity of the stop code plus CPT algorithm to identify any SPC consultation was: Sensitivity = 0.89 (95% Confidence Interval [CI] 0.82-0.94), Specificity = 1.0 [0.96-1.0], PPV = 1.0 [0.96-1.0], NPV = 0.93 [0.86-0.97]. The addition of ICD codes increased sensitivity but decreased specificity. Among 200 people who received SPC (mean age = 74.2 years [SD = 11.8], 99% male, 71% White), algorithm performance in differentiating outpatient from inpatient encounters was: Sensitivity = 0.95 (0.88-0.99), Specificity = 0.81 (0.72-0.87), PPV = 0.38 (0.29-0.49), and NPV = 0.99 (0.95-1.0). Adding encounter location improved the sensitivity and specificity of this algorithm. CONCLUSIONS VA algorithms are highly sensitive and specific in identifying SPC and in differentiating outpatient from inpatient encounters. These algorithms can be used with confidence to measure SPC in quality improvement and research across the VA.
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Affiliation(s)
- Shelli L Feder
- Yale School of Nursing (S.L.F., Y.Z.), Orange, Connecticut, USA; VA Connecticut Healthcare System (S.L.F., E.A.A., T.F., K.M.A.), West Haven, Connecticut, USA.
| | - Yan Zhan
- Yale School of Nursing (S.L.F., Y.Z.), Orange, Connecticut, USA
| | - Erica A Abel
- VA Connecticut Healthcare System (S.L.F., E.A.A., T.F., K.M.A.), West Haven, Connecticut, USA; Yale School of Medicine (E.A.C., T.F., K.M.A.), Orange, Connecticut, USA
| | - Dawn Smith
- Veterans Experience Center, Corporal Michael J. Crescenz VA Medical Center (D.S., M.E.), Philadelphia, Pennsylvania, USA
| | - Mary Ersek
- Veterans Experience Center, Corporal Michael J. Crescenz VA Medical Center (D.S., M.E.), Philadelphia, Pennsylvania, USA; University of Pennsylvania School of Nursing (M.E.), Philadelphia, Pennsylvania, USA
| | - Terri Fried
- VA Connecticut Healthcare System (S.L.F., E.A.A., T.F., K.M.A.), West Haven, Connecticut, USA; Yale School of Medicine (E.A.C., T.F., K.M.A.), Orange, Connecticut, USA; Yale Program on Aging (T.F.), New Haven, Connecticut, USA
| | - Nancy S Redeker
- University of Connecticut School of Nursing (N.S.R.), Storrs, Connecticut, USA
| | - Kathleen M Akgün
- VA Connecticut Healthcare System (S.L.F., E.A.A., T.F., K.M.A.), West Haven, Connecticut, USA; Yale School of Medicine (E.A.C., T.F., K.M.A.), Orange, Connecticut, USA
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22
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Dullea JT, Vasan V, Devarajan A, Ali M, Nichols N, Chaluts D, Henson P, Porras C, Lopez C, Luna D, Liou L, Bederson J, Shrivastava RK. Utilization of Palliative Care Services Among Patients With Malignant Brain Tumors: An Analysis of the National Inpatient Sample (2016-2019). Neurosurgery 2023; 93:419-426. [PMID: 36867460 DOI: 10.1227/neu.0000000000002428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 01/03/2023] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND Recent advances in treatment of malignant brain tumors have improved outcomes. However, patients continue to experience significant disability. Palliative care helps patients with advanced illnesses improve their quality of life. There is a paucity of clinical studies examining palliative care usage among patients with malignant brain tumors. OBJECTIVE To assess if there were any patterns in palliative care utilization among patients hospitalized with malignant brain tumors. METHODS A retrospective cohort representing hospitalizations for malignant brain tumors was created from The National Inpatient Sample (2016-2019). Palliative care utilization was identified by ICD-10 code. Univariable and multivariable logistic regression models, accounting for the sample design, were built to evaluate the demographic variables associated with palliative care consultation in all patients and fatal hospitalizations. RESULTS 375 010 patients admitted with a malignant brain tumor were included in this study. Over the whole cohort, 15.0% of patients used palliative care. In fatal hospitalizations, Black and Hispanic patients had 28% lower odds of receiving a palliative care consultation compared with White patients (odds ratio for both = 0.72; P = .02). For fatal hospitalizations, patients insured privately were 34% more likely to use palliative care services compared with patients insured with Medicare (odds ratio = 1.34, P = .006). CONCLUSION Palliative care is underutilized among all patients with malignant brain tumors. Within this population, disparities in utilization are exacerbated by sociodemographic factors. Prospective studies investigating utilization disparities across race and insurance status are necessary to improve access to palliative care services for this population.
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Affiliation(s)
- Jonathan T Dullea
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Vikram Vasan
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alex Devarajan
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Muhammad Ali
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Noah Nichols
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Danielle Chaluts
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Phil Henson
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Christian Porras
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Christine Lopez
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Diego Luna
- Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Lathan Liou
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Joshua Bederson
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Raj K Shrivastava
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Frydman JL, Gelfman LP. "Dose" of Palliative Care Matters: Let's Figure Out How to Measure It Nationally. J Palliat Med 2023; 26:1040-1041. [PMID: 37579233 DOI: 10.1089/jpm.2023.0325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2023] Open
Affiliation(s)
- Julia L Frydman
- Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Laura P Gelfman
- Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Geriatric Research, Education and Clinical Center, James J. Peters VA Medical Center, New York City, New York, USA
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24
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Kwong M, Rajasekar G, Utter GH, Nuno M, Mell MW. Poor utilization of palliative care among Medicare patients with chronic limb-threatening ischemia. J Vasc Surg 2023; 78:464-472. [PMID: 37088446 DOI: 10.1016/j.jvs.2023.02.023] [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: 11/15/2022] [Revised: 01/20/2023] [Accepted: 02/06/2023] [Indexed: 04/25/2023]
Abstract
OBJECTIVE Patients with chronic limb-threatening ischemia (CLTI) experience high annual mortality and would benefit from timely palliative care intervention. We sought to better characterize use of palliative care among patients with CLTI in the Medicare population. METHODS Using Medicare data from 2017 to 2018, we identified patients with CLTI, defined as two or more encounters with a CLTI diagnosis code. Palliative care evaluations were identified using ICD-10-CM Z51.5 "Encounter for palliative care." Time intervals between CLTI diagnosis, palliative consultation, and death or end of follow-up were calculated. Associations between patient demographics, comorbidities, and palliative care consultation were assessed. RESULTS A total of 12,133 Medicare enrollees with complete data were categorized as having CLTI. Of these, 7.4% (894) underwent a palliative care evaluation at a median of 170 days (interquartile range, 45-352 days) from their CLTI diagnosis. Compared with those who did not undergo evaluation, palliative patients were more likely to be dual eligible for Medicaid (45.2% vs 38.1%; P < .001) and had more comorbid conditions (P < .001). After controlling for gender and race, age (odds ratio [OR], 1.03; 95% confidence interval [CI], 1.02-1.04), dual eligibility (OR, 1.40; 95% CI, 1.22-1.62), solid organ malignancy (OR, 2.82; 95% CI, 1.92-4.14), hematologic malignancy (OR, 2.24; 95% CI, 1.27-3.98), congestive heart failure (OR, 1.44; 95% CI, 1.15-1.88), complicated diabetes (OR, 1.35; 95% CI, 1.11-1.65), dementia (OR, 1.32; 95% CI, 1.04-1.66), and severe renal failure (OR, 1.56; 85% CI. 1.24-1.98) were independently associated with palliative care evaluation. During mean follow up of 410 ± 220 days, 16.9% (2044) of patients died at a mean of 268 (±189) days after their CLTI diagnosis. Among living patients, only 3.2% (325) underwent palliative evaluation. Comparatively, 27.8% (569) of patients who died received palliative care at a median of 196 days (interquartile range, 55-362 days) after their diagnosis and 15 days (interquartile range, 5-63 days) prior to death. CONCLUSIONS Despite high mortality, palliative care services were rarely provided to Medicare patients with CLTI. Age, medical complexity, and income status may play a role in the decision to consult palliative care. When obtained, evaluations occurred closer to time of death than to time of CLTI diagnosis, suggesting misuse of palliative care as end-of-life care.
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Affiliation(s)
- Mimmie Kwong
- Department of Surgery, Division of Vascular Surgery, University of California Davis School of Medicine, Sacremento, CA.
| | - Ganesh Rajasekar
- Department of Public Health Sciences, University of California Davis School of Medicine, Sacremento, CA
| | - Garth H Utter
- Department of Surgery, Division of Trauma, Acute Care Surgery, and Surgical Critical Care, University of California Davis School of Medicine, Sacremento, CA
| | - Miriam Nuno
- Department of Public Health Sciences, University of California Davis School of Medicine, Sacremento, CA
| | - Matthew W Mell
- Department of Surgery, Division of Vascular Surgery, University of California Davis School of Medicine, Sacremento, CA
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Nicholson BL, Flynn L, Savage B, Zha P, Kozlov E. Palliative Care Use in Advanced Cancer in the Garden State. Cancer Nurs 2023; 46:E253-E260. [PMID: 35398871 DOI: 10.1097/ncc.0000000000001105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Cancer is the second leading cause of death in the United States. Patients with metastatic cancer have a high symptom burden. Major global and domestic cancer care recommendations advise integration of palliative care services for these patients. Palliative care is specialized care that can decrease cost, improve symptom burden, and improve quality of life. Patient factors driving the use of palliative care remain poorly understood but may include both physiological and psychological needs, namely, pain and depression, respectively. OBJECTIVE The objective of this study was to identify patient-level predictors associated with inpatient palliative care use in patients with metastatic cancer. METHODS This was a secondary analysis of the 2018 New Jersey State Inpatient Database. The sample was limited to hospitalized adults with metastatic cancer in New Jersey. Descriptive statistics characterized the sample. Generalized linear modeling estimated the effects of pain and depression on the use of inpatient palliative care. RESULTS The sample included 28 697 hospitalizations for patients with metastatic cancer. Within the sample, 4429 (15.4%) included a palliative care consultation. There was a 9.3% documented occurrence of pain and a 10.9% rate of depression. Pain contributed to palliative care use, but depression was not predictive of an inpatient care consultation. Age, income category, and insurance status were significant factors influencing use. CONCLUSION Understanding demographic and clinical variables relative to palliative care use may help facilitate access to palliative care for adults experiencing metastatic cancer. IMPLICATION FOR PRACTICE Increased screening for pain and depression may expand palliative care use for adults with metastatic cancer receiving inpatient care.
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Affiliation(s)
- Bridget L Nicholson
- Author Affiliations: Rutgers School of Nursing, Rutgers, The State University of New Jersey (Drs Nicholson, Flynn, Savage, and Zha); and Rutgers School of Public Health, Rutgers, The State University of New Jersey (Dr Kozlov)
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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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27
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Kim SJ, Patel I, Park C, Shin DY, Chang J. Palliative care and healthcare utilization among metastatic breast cancer patients in U.S. Hospitals. Sci Rep 2023; 13:4358. [PMID: 36928807 PMCID: PMC10020145 DOI: 10.1038/s41598-023-31404-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 03/11/2023] [Indexed: 03/18/2023] Open
Abstract
There is a lack of research focused on understanding the different characteristics and healthcare utilization of metastatic breast cancer patients by palliative care use. This study aims to investigate trend of in-patient palliative care and its association with healthcare utilization among hospitalized metastatic breast cancer patients in the US. National Inpatient Sample (NIS) was used to identify nationwide metastatic breast cancer patients (n = 5209, weighted n = 25,961) from 2010 to 2014. We examined the characteristics of the study sample by palliative care and its association with healthcare utilization, measured by discounted hospital charges and length of stay. Multivariable survey regression models were used to identify predictors. Among 26,961 breast cancer patients, 19.0% had palliative care. Percentage of receiving palliative care during the period were gradually increased. Social factors including race, insurance types were also associated with a receipt of palliative care. Survey linear regression results showed that patients with palliative care were associated with 31% lower hospital charges, however, length of stays were not significantly associated. This study found evidence of who was associated with the receipt of palliative care and its relationship with healthcare utilization. This study also emphasizes the importance of receiving palliative care in patients with breast cancer, paving the way for future research into ways to improve palliative care in cancer patients. This study also found social differences and gave evidence of programs that could be used to help vulnerable groups in future health policy decisions.
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Affiliation(s)
- Sun Jung Kim
- Department of Health Administration and Management, College of Medical Science, Soonchunhyang University, Asan, Republic of Korea
- Center for Healthcare Management Science, Soonchunhyang University, Asan, Republic of Korea
- Department of Software Convergence, Soonchunhyang University, Asan, Republic of Korea
| | - Isha Patel
- Department of Health Care Management, Brad D. Smith School of Business, Marshall University, Huntington, WV, USA
| | - Chanhyun Park
- Health Outcomes and Pharmacy Practice, College of Pharmacy, University of Texas, Austin, TX, USA
| | - Dong Yeong Shin
- Department of Public Health Sciences, College of Health, Education and Social Transformation, New Mexico State University, Las Cruces, NM, USA
| | - Jongwha Chang
- Department of Pharmaceutical Sciences, Irma Lerma Rangel School of Pharmacy, Texas A&M University, College Station, TX, 77843, USA.
- Irma Lerma Rangel School of Pharmacy, Texas A&M University, College Station, TX, 77843, USA.
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Association between inpatient palliative care encounter and 30-day all-cause readmissions after index hospitalization for chronic obstructive pulmonary disease. Heart Lung 2023; 58:69-73. [PMID: 36410155 DOI: 10.1016/j.hrtlng.2022.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 10/26/2022] [Accepted: 11/07/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Studies exist on the association between inpatient Palliative Care Encounter (iPCE) and 30-day rehospitalization among cancer and several non-cancer conditions but limited in persons with Chronic Obstructive Pulmonary Disease (COPD). OBJECTIVE To assess the association between an iPCE with the risk of 30-day rehospitalization after an index hospitalization for COPD. METHODS We conducted a cross-sectional analysis of the Nationwide Readmissions Database (2010-2014). Index hospitalizations were defined as persons ≥ 18 years of age, discharge destinations of either Home/Routine, Home with Home Care, or a Facility, and an index hospitalization with Diagnosis Related Group of COPD. The International Classification of Diseases, 9th revision codes were used to extract comorbidities and a Palliative Care Encounter (V66.7). RESULTS There were 3,163,889 index hospitalizations and iPCE occurred in 21,330 (0.67%). There were 558,059 (17.63%) with a 30-day rehospitalization. An iPCE was associated with a significantly lower adjusted odds of 30-day readmission (Odds Ratio [OR], 0.50; 95% Confidence Interval [CI], 0.46 to 0.54). By discharge destination, the odds of 30-day rehospitalization were for a discharged to a facility (OR, 0.37; 95% CI, 0.32 to 0.42), to home with home health (OR, 0.42; 95% CI, 0.37 to 0.47), and to home (OR, 0.98; 95% CI, 0.85 to 1.12) for those with relative to without iPCE. CONCLUSION Inpatient PCE was associated with a 50% lower relative odds of 30-day rehospitalization after an index hospitalization for COPD. This association varied by discharge destination being statistically significant among those with a discharge destination of a facility (63%) and home with home care (58%).
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Thandra A, Balakrishna AM, Walters RW, Alugubelli N, Koripalli VS, Alla VM. Trends in and predictors of multiple readmissions following heart failure hospitalization: A National wide analysis from the United States. Am J Med Sci 2023; 365:145-151. [PMID: 36152813 DOI: 10.1016/j.amjms.2022.09.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Revised: 05/23/2022] [Accepted: 09/12/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Readmission following Heart failure (HF) hospitalization is common: 25% are readmitted within a month of discharge and ≈50% within 6 months. A small proportion of these patients can have multiple readmissions within this period, adding disproportionately to the health care costs. In this study, we assessed the trends, predictors and costs associated with multiple readmissions using National readmissions database (NRD). METHODS We queried NRD for HF hospitalizations from 2010 to 2018 using ICD-9/10-CM codes. Multinomial logistic regression was used to compare readmission cohorts, with the multivariable model adjusting for other factors. All analyses accounted for the NRD sampling design were conducted using SAS v. 9.4 with p < 0.05 used to indicate statistical significance. RESULTS Within the study period, an estimated 6,763,201 HF hospitalizations were identified. Of these, 58% had no readmission; 26% had 1 readmission; and 16% had ≥2 readmissions within 90 days of index hospitalization. There was no statistically significant change in readmission rates during the observation period. Multiple readmissions which accounted for 37% of all readmissions contributed to 57% of readmission costs. Younger age was identified as a predictor of multiple readmissions while sex, comorbidities and the type of insurance were not significantly different from those with single readmission. CONCLUSIONS Multiple readmissions in HF are common (16%), have remained unchanged between 2010 and 2018 and impose a significant health care cost burden. Future research should focus on identifying these patients for targeted intervention that may minimize excessive readmissions particularly in those patients who are in the palliation phase of HF.
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Affiliation(s)
- Abhishek Thandra
- Department of Medicine, Division of Cardiovascular Diseases, Creighton University School of Medicine, Omaha, NE, United States.
| | | | - Ryan W Walters
- Department of Medicine, Division of Clinical Research and Evaluative Sciences, Creighton University School of Medicine, Omaha, NE, United States
| | - Navya Alugubelli
- Department of Medicine, Division of Cardiovascular Diseases, Creighton University School of Medicine, Omaha, NE, United States
| | | | - Venkata M Alla
- Department of Medicine, Division of Cardiovascular Diseases, Creighton University School of Medicine, Omaha, NE, United States
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Stubbs JM, Assareh H, Achat HM, Greenaway S, Muruganantham P. Verification of administrative data to measure palliative care at terminal hospital stays. HEALTH INF MANAG J 2023; 52:28-36. [PMID: 33325250 DOI: 10.1177/1833358320968572] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Administrative data and clinician documentation have not been directly compared for reporting palliative care, despite concerns about under-reporting. OBJECTIVE The aim of this study was to verify the use of routinely collected administrative data for reporting in-hospital palliation and to examine factors associated with coded palliative care in hospital administrative data. METHOD Hospital administrative data and inpatient palliative care activity documented in medical records were compared for patients dying in hospital between 1 July 2017 and 31 December 2017. Coding of palliative care in administrative data is based on hospital care type coded as "palliative care" and/or assignment of the International Statistical Classification of Diseases and Related Health Problems, Tenth Revision, Australian Modification (ICD-10-AM) palliative care diagnosis code Z51.5. Medical records were searched for specified keywords, which, read in context, indicated a palliative approach to care. The list of keywords (palliative, end of life, comfort care, cease observations, crisis medications, comfort medications, syringe driver, pain or symptom management, no cardiopulmonary resuscitation, advance medical plan/resuscitation plan, deteriorating, agitation, restless and delirium) was developed in consultation with seven local clinicians specialising in palliative care or geriatric medicine. RESULTS Of the 576 patients who died in hospital, 246 were coded as having received palliative care, either solely by the ICD-10-AM diagnosis code Z51.5 (42%) or in combination with a "palliative care" care type (58%). Just over one-third of dying patients had a palliative care specialist involved in their hospital care. Involvement of a palliative care specialist and a cancer diagnosis substantially increased the odds of a Z51.5 code (odds ratio = 11 and 4, respectively). The majority of patients with a "syringe driver" or identified as being at the "end of life" were assigned a Z51.5 code (73.5% and 70.5%, respectively), compared to 53.8% and 54.7%, respectively, for "palliative" or "comfort care." For each keyword indicating a palliative approach to care, the Z51.5 code was more likely to be assigned if the patient had specialist palliative care input or if they had cancer. CONCLUSION Our results suggest administrative data under-represented in-hospital palliative care, at least partly due to medical record documentation that failed to meet ICD-10-AM coding criteria. Collaboration between clinicians and coders can enhance the quality of records and, consequently, administrative data.
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Yazdanyar A, Guthier D, Maitz T, Singh S, Parfianowicz D, Li S, Jarjous S. Inpatient palliative care encounter and 30-day readmission among hospitalizations for heart failure. Future Cardiol 2022; 18:809-816. [PMID: 36052818 DOI: 10.2217/fca-2022-0041] [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: 01/05/2023] Open
Abstract
Aim: To determine the association between inpatient palliative care encounter (PCE) and 30-day rehospitalization. Materials & methods: The Nationwide Readmission Database was used in a cross-sectional design study. Comorbidities and a palliative care encounter (PCE; V66.7) were defined using ICD-9 codes. Results: Overall, 21.28% of 3,534,480 index hospitalizations were readmitted. PCE occurred in 1.66% of index hospitalizations and was associated with a lower odds of 30-day rehospitalization (adjusted odds ratio, 0.38; 95% CI: 0.35-0.40). This association remained significant when assessed by discharge destination. Conclusion: PCE was associated with a lower relative odds of 30-day rehospitalization. A 73% decrease in the relative odds of 30-day rehospitalization among discharges to a facility, 64% for home with home health, and 22% for discharges to home.
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Affiliation(s)
- Ali Yazdanyar
- Department of Emergency & Hospital Medicine, Lehigh Valley Hospital-Cedar Crest, Allentown, PA 18103, USA.,Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Desire Guthier
- Department of Medicine, Lehigh Valley Hospital-Cedar Crest, Allentown, PA 18013, USA
| | - Theresa Maitz
- Department of Medicine, Lehigh Valley Hospital-Cedar Crest, Allentown, PA 18013, USA
| | - Satinder Singh
- Department of Emergency & Hospital Medicine, Lehigh Valley Hospital-Cedar Crest, Allentown, PA 18103, USA
| | - Dominic Parfianowicz
- Department of Medicine, Lehigh Valley Hospital-Cedar Crest, Allentown, PA 18013, USA
| | - Shuisen Li
- Department of Emergency & Hospital Medicine, Lehigh Valley Hospital-Cedar Crest, Allentown, PA 18103, USA.,Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Shadi Jarjous
- Department of Emergency & Hospital Medicine, Lehigh Valley Hospital-Cedar Crest, Allentown, PA 18103, USA.,Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
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Law AC, Tian W, Song Y, Stevens JP, Walkey AJ. Decline in Prolonged Acute Mechanical Ventilation, 2011-2019. Am J Respir Crit Care Med 2022; 206:640-644. [PMID: 35608537 PMCID: PMC9716908 DOI: 10.1164/rccm.202203-0473le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Affiliation(s)
- Anica C. Law
- Boston University School of MedicineBoston, Massachusetts
- Beth Israel Deaconess Medical CenterBoston, Massachusetts
| | - Wei Tian
- Beth Israel Deaconess Medical CenterBoston, Massachusetts
| | - Yang Song
- Beth Israel Deaconess Medical CenterBoston, Massachusetts
| | | | - Allan J. Walkey
- Boston University School of MedicineBoston, Massachusetts
- Boston University School of Public HealthBoston, Massachusetts
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Nwogu-Onyemkpa E, Dongarwar D, Salihu HM, Akpati L, Marroquin M, Abadom M, Naik AD. Inpatient palliative care use by patients with sickle cell disease: a retrospective cross-sectional study. BMJ Open 2022; 12:e057361. [PMID: 35973707 PMCID: PMC9386219 DOI: 10.1136/bmjopen-2021-057361] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVE Sickle cell disease (SCD) is a highly morbid condition notable for recurrent hospitalisations due to vaso-occlusive crises and complications of end organ damage. Little is known about the use of inpatient palliative care services in adult patients with SCD. This study aims to evaluate inpatient palliative care use during SCD-related hospitalisations overall and during terminal hospitalisations. We hypothesise that use of palliative care is low in SCD hospitalisations. DESIGN A retrospective cross-sectional study using data from the National Inpatient Sample from 2008 to 2017 was conducted. SETTING US hospitals from 47 states and the District of Columbia. PARTICIPANTS Patients >18 years old hospitalised with a primary or secondary International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) or ICD-10-CM diagnosis of SCD were included. PRIMARY AND SECONDARY OUTCOME MEASURES Palliative care service use (documented by ICD-9-CM and ICD-10-CM diagnosis codes V66.7 and Z51.5). RESULTS 987 555 SCD-related hospitalisations were identified, of which 4442 (0.45%) received palliative care service. Palliative care service use increased at a rate of 9.2% per year (95% CI 5.6 to 12.9). NH-black and Hispanic patients were 33% and 53% less likely to have palliative care services compared with NH-white patients (OR 0.67; 95% CI 0.45 to 0.99 and OR 0.47; 95% CI 0.26 to 0.84). Female patients (OR 0.40; 95% CI 0.21 to 0.76), Medicaid use (OR 0.40; 95% CI 0.21 to 0.78), rural (OR 0.47; 95% CI 0.28 to 0.79) and urban non-teaching hospitals (OR 0.61; 95% CI 0.47 to 0.80) each had a lower likelihood of palliative care services use. CONCLUSION Use of palliative care during SCD-related hospitalisations is increasing but remains low. Disparities associated with race and gender exist for use of palliative care services during SCD-related hospitalisation. Further studies are needed to guide evidence-based palliative care interventions for more comprehensive and equitable care of adult patients with SCD.
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Affiliation(s)
- Eberechi Nwogu-Onyemkpa
- Center of Excellence in Health Equity, Training and Research, Baylor College of Medicine, Houston, Texas, USA
- Department of Medicine, Section of Geriatrics and Palliative Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Deepa Dongarwar
- Center of Excellence in Health Equity, Training and Research, Baylor College of Medicine, Houston, Texas, USA
| | - Hamisu M Salihu
- Center of Excellence in Health Equity, Training and Research, Baylor College of Medicine, Houston, Texas, USA
| | - Lois Akpati
- Center of Excellence in Health Equity, Training and Research, Baylor College of Medicine, Houston, Texas, USA
| | - Maricarmen Marroquin
- Center of Excellence in Health Equity, Training and Research, Baylor College of Medicine, Houston, Texas, USA
| | - Megan Abadom
- Center of Excellence in Health Equity, Training and Research, Baylor College of Medicine, Houston, Texas, USA
| | - Aanand D Naik
- UTHealth Consortium on Aging; Department of Management, Policy and Community Health, UTHealth School of Public Health, Houston, Texas, USA
- Houston Center for Innovations in Quality, Effectiveness, and Safety, Michael E DeBakey VA Medical Center, Houston, Texas, USA
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Wu A, Ugiliweneza B, Wang D, Hsin G, Boakye M, Skirboll S. Trends and outcomes of early and late palliative care consultation for adult patients with glioblastoma: A SEER-Medicare retrospective study. Neurooncol Pract 2022; 9:299-309. [PMID: 35859543 PMCID: PMC9290893 DOI: 10.1093/nop/npac026] [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] [Indexed: 11/14/2022] Open
Abstract
Background Glioblastoma (GBM) carries a poor prognosis despite standard of care. Early palliative care (PC) has been shown to enhance survival and quality of life while reducing healthcare costs for other cancers. This study investigates differences in PC timing on outcomes for patients with GBM. Methods This study used Surveillance, Epidemiology, and End Results (SEER)-Medicare data from 1997 to 2016. Based on ICD codes, three groups were defined: (1) early PC within 10 weeks of diagnosis, (2) late PC, and (3) no PC. Outcomes were compared between the three groups. Results Out of 10 812 patients with GBM, 1648 (15.24%) patients had PC consultation with an overall positive trend over time. There were no significant differences in patient characteristics. The late PC group had significantly higher number of hospice claims (1.06 ± 0.69) compared to those without PC, in the last month of life. There were significant differences in survival among the three groups (P < .0001), with late PC patients with the longest mean time to death from diagnosis (11.72 ± 13.20 months). Conclusion We present the first investigation of PC consultation prevalence and outcomes, stratified by early versus late timing, for adult GBM patients. Despite an overall increase in PC consultations, only a minority of GBM patients receive PC. Patients with late PC had the longest survival times and had greater hospice use in the last month of life compared to other subgroups. Prospective studies can provide additional valuable information about this unique population of patients with GBM.
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Affiliation(s)
- Adela Wu
- Department of Neurosurgery, Stanford University, Palo Alto, California, USA
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Dengzhi Wang
- Department of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Gary Hsin
- Department of Extended Care and Palliative Medicine Service, VA Palo Alto Health Care System, Palo Alto, California, USA
| | - Maxwell Boakye
- Department of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Stephen Skirboll
- Department of Neurosurgery, Stanford University, Palo Alto, California, USA
- Section of Neurosurgery, VA Palo Alto Health Care System, Palo Alto, California, USA
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Williamson TL, Adil SM, Shalita C, Charalambous LT, Mitchell T, Yang Z, Parente BA, Lee HJ, Ubel PA, Lemmon ME, Galanos AN, Lad SP, Komisarow JM. Palliative Care Consultations in Patients with Severe Traumatic Brain Injury: Who Receives Palliative Care Consultations and What Does that Mean for Utilization? Neurocrit Care 2022; 36:781-790. [PMID: 34988887 PMCID: PMC9117411 DOI: 10.1007/s12028-021-01366-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 09/24/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Palliative care has the potential to improve goal-concordant care in severe traumatic brain injury (sTBI). Our primary objective was to illuminate the demographic profiles of patients with sTBI who receive palliative care encounters (PCEs), with an emphasis on the role of race. Secondary objectives were to analyze PCE usage over time and compare health care resource utilization between patients with or without PCEs. METHODS The National Inpatient Sample database was queried for patients age ≥ 18 who had a diagnosis of sTBI, defined by using International Classification of Diseases, 9th Revision codes. PCEs were defined by using International Classification of Diseases, 9th Revision code V66.7 and trended from 2001 to 2015. To assess factors associated with PCE in patients with sTBI, we performed unweighted generalized estimating equations regression. PCE association with decision making was modeled via its effect on rate of percutaneous endoscopic gastrostomy (PEG) tube placement. To quantify differences in PCE-related decisions by race, race was modeled as an effect modifier. RESULTS From 2001 to 2015, the proportion of palliative care usage in patients with sTBI increased from 1.5 to 36.3%, with 41.6% White, 22.3% Black, and 25% Hispanic patients with sTBI having a palliative care consultation in 2015, respectively. From 2008 to 2015, we identified 17,673 sTBI admissions. White and affluent patients were more likely to have a PCE than Black, Hispanic, and low socioeconomic status patients. Across all races, patients receiving a PCE resulted in a lower rate of PEG tube placement; however, White patients exhibited a larger reduction of PEG tube placement than Black patients. Patients using palliative care had lower total hospital costs (median $16,368 vs. $26,442, respectively). CONCLUSIONS Palliative care usage for sTBI has increased dramatically this century and it reduces resource utilization. This is true across races, however, its usage rate and associated effect on decision making are race-dependent, with White patients receiving more PCE and being more likely to decline the use of a PEG tube if they have had a PCE.
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Affiliation(s)
- Theresa L Williamson
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA.
| | - Syed M Adil
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA
| | - Chidyaonga Shalita
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA
| | - Lefko T Charalambous
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA
| | - Taylor Mitchell
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA
| | - Zidanyue Yang
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Beth A Parente
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA
| | - Hui-Jie Lee
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Peter A Ubel
- Fuqua School of Business, Duke University, Durham, NC, 27710, USA
| | - Monica E Lemmon
- Department of Pediatrics, Duke University Medical Center, Durham, NC, 27710, USA
| | - Anthony N Galanos
- Division of Palliative Care, Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Shivanand P Lad
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA
| | - Jordan M Komisarow
- Department of Neurosurgery, Duke University Medical Center, Box 3807, Durham, NC, 27710, USA
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Haines L, Wang W, Harhay M, Martin N, Halpern S, Courtright K. Opportunities to Improve Palliative Care Delivery in Trauma Critical Illness. Am J Hosp Palliat Care 2022; 39:633-640. [PMID: 34467775 PMCID: PMC8885767 DOI: 10.1177/10499091211042303] [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: 11/15/2022] Open
Abstract
BACKGROUND Despite recommendations to integrate palliative care (PC) into care for critically ill trauma patients, little is known about current PC practices in trauma care to inform opportunities for improvement. OBJECTIVE Describe patterns of PC delivery among a large, critically ill trauma cohort. SETTING/SUBJECTS Retrospective cohort study of adult (≥18 years) trauma patients admitted to an intensive care unit (ICU) at an urban, level one trauma center in the United States from March 1, 2017 to March 1, 2019. METHODS We linked the electronic medical record with the institutional trauma registry. PC process measures included a PC consult order, advance care planning (ACP) note, and hospice use. Unadjusted results are reported for the total population, decedents, and subgroups at risk for poor outcomes (age ≥55 years, Black race ≥1 pre-existing comorbidity, and severe injury) after trauma. RESULTS Among 1309 eligible admissions, 902 (68.9%) were male, 640 (48.9%) were Black, and 654 (50.0%) were ≥55 years old. Eighty-one (6.2%) patients received a PC consult order, 66 (5.0%) had an ACP note, and 13 (1.1%) were discharged to hospice. Among decedents (N = 91; 7%), 28 (30.8%) received a PC consult order and 36 (39.6%) had an ACP note. For high-risk subgroups, PC consult orders and ACP note rates ranged from 4.5-12.8% and 4.5-11.8%, respectively. CONCLUSION PC delivery was rare among this cohort, including those at high risk for poor outcomes. Urgent efforts are needed to identify barriers to and develop targeted interventions for high quality PC delivery in trauma ICU care.
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Affiliation(s)
- Lindsay Haines
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, PA, USA
- Palliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, PA, USA
| | - Wei Wang
- Palliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, PA, USA
| | - Michael Harhay
- Palliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, PA, USA
| | - Niels Martin
- Division of Traumatology, Surgical Critical Care and Emergency Surgery, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Scott Halpern
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, PA, USA
- Palliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, PA, USA
| | - Katherine Courtright
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, PA, USA
- Palliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, PA, USA
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Lu Z, Zhang N, Giordano SH, Zhao H. Opioid use and associated factors among pancreatic cancer patients diagnosed between 2007 and 2015. Cancer Med 2022; 11:2296-2307. [PMID: 35199472 PMCID: PMC9160802 DOI: 10.1002/cam4.4610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/23/2021] [Accepted: 01/08/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Opioid therapy provides essential pain relief for cancer patients. We used the population-based Surveillance Epidemiology and End Results (SEER) linked with Medicare database to identify the patterns of opioid use and associated factors in pancreatic adenocarcinoma cancer patients 66 years or older. PATIENTS AND METHODS We assessed opioid types, dispensed days, opioid uptake rates, and factors associated with opioid use after pancreatic adenocarcinoma cancer diagnosis in Medicare beneficiaries between 2007 and 2015 from the SEER-Medicare data. Multivariable regression analysis was used to adjust for a variety of patient-related factors. RESULTS We identified a cohort of 10,745 pancreatic cancer patients with a median age of 76 years old and median survival of 7 months; 75% of patients-initiated opioids after cancer diagnosis. African Americans had the lowest rate of opioid use of 69.1% compared with all other race/ethnicity groups at around 75%. No significant yearly trend of prescribing opioids was detected. Hydrocodone was the most frequently prescribed opioid type. Regression analysis revealed that age ≤80 years, residing in Southern or Western SEER registries, residing in urban/less urban versus big metro areas, having stage IV cancer at diagnosis, longer survival time, and undertaking cancer-directed treatment or using palliative care were positively associated with opioid initiation, more prescribed opioid types, and higher opioid doses. DISCUSSION While a range of sociodemographic variables were associated with opioid use in unadjusted analysis, the associations between race/ethnicity, gender, and socioeconomic status with opioid initiation disappeared when sociodemographic factors, tumor characteristics, and cancer treatment were adjusted. CONCLUSION Health care professionals' opioid prescription pattern for pancreatic cancer patients does not parallel the U.S. opioid epidemic. Racial/ethnic disparities in opioid treatment were not identified.
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Affiliation(s)
- Zhanni Lu
- Department of Palliative, Rehabilitation and Integrative MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Ning Zhang
- Department of Health Services ResearchThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Sharon H. Giordano
- Department of Health Services ResearchThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Breast Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Hui Zhao
- Department of Health Services ResearchThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
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Zylberberg HM, Woodrell C, Rustgi SD, Aronson A, Kessel E, Amin S, Lucas AL. Opioid Prescription Is Associated With Increased Survival in Older Adult Patients With Pancreatic Cancer in the United States: A Propensity Score Analysis. JCO Oncol Pract 2022; 18:e659-e668. [PMID: 34990289 DOI: 10.1200/op.21.00488] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/12/2021] [Accepted: 11/12/2021] [Indexed: 12/14/2022] Open
Abstract
PURPOSE Few studies have assessed the interaction between pain treatment and mortality in pancreatic cancer. The aim of this study was to investigate the association between receipt of opioid prescriptions and survival in adults with pancreatic cancer. METHODS The SEER-Medicare linked database was used to identify patients diagnosed with late-stage pancreatic cancer between 2007 and 2015. Kaplan-Meier models were used to assess the association between opioid prescriptions in the year after cancer diagnosis and survival. Cox proportional hazard models were used to determine the association between opioid receipt and survival, adjusting for propensity score and other relevant confounders including cancer-directed therapies and palliative care referral. RESULTS A total of 5,770 older adults with pancreatic cancer were identified; 1,678 (29.1%) were prescribed opioids for at least 60 days. Median survival was increased in those with opioid prescriptions (6.0 months) compared with those without (4.0 months, P < .0001). After adjustment for confounders, opioid prescriptions were still associated with improved survival (hazard ratio 0.80; 95% CI, 0.75 to 0.86). On multivariable analysis, opioid prescriptions were associated with older age, female sex, residing in nonmetro areas, and treatment with celiac plexus neurolysis, chemotherapy, and radiation. CONCLUSION Receipt of opioid prescriptions is associated with longer survival in patients with pancreatic cancer. This may be due to the impact of cancer-related pain, although further studies are needed to better understand the interaction between pain management, cancer-directed therapies, and systemic factors, such as palliative care, availability of opioids, and clinical practice culture.
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Affiliation(s)
- Haley M Zylberberg
- Division of Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Christopher Woodrell
- Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
- Geriatric Research, Education and Clinical Center, James J. Peters VA Medical Center, Bronx, NY
| | - Sheila D Rustgi
- Division of Digestive and Liver Disease, Department of Medicine, Columbia University Medical Center, New York, NY
| | - Anne Aronson
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Elizabeth Kessel
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Sunil Amin
- Division of Gastroenterology, University of Miami Leonard Miller School of Medicine, Miami, FL
| | - Aimee L Lucas
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY
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Cobert J, Cook AC, Lin JA, O'Riordan DL, Pantilat SZ. Trends in Palliative Care Consultations in Critically Ill Patient Populations, 2013-2019. J Pain Symptom Manage 2022; 63:e176-e181. [PMID: 34348177 DOI: 10.1016/j.jpainsymman.2021.07.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/19/2021] [Accepted: 07/26/2021] [Indexed: 11/15/2022]
Abstract
CONTEXT Critically ill patients have important palliative care (PC) needs in the intensive care unit (ICU), but specialty PC is often underutilized. OBJECTIVE To evaluate changes in utilization and reasons for PC consultation over time. METHODS Data from a national multi-site network of inpatient PC visits were used to identify patients age ≥18 years admitted to an ICU between 2013 and 2019. Year of ICU admission was the exposure. Primary diagnosis and reason for referral were identified by standardized process measures within the dataset at the time of referral. Trends in primary diagnosis and reason for referral were modeled as a function of year of ICU admission. RESULTS Across 39,515 ICU patients seen by a PC team, overall numbers of consultations from the ICU increased each year. Referrals for patients with cancer decreased from 17.6% (95% CI 13.7%-21.5%) to 14.3% (95% CI 13.2%-14.7%) and for patients with cardiovascular disease increased from 16.8% in (95% CI 16.8%-16.9%) to 18.8% (95% CI 18.8%-18.9%). Reasons for referrals were primarily for goals of care and advance care planning and increased from 74.0% (95% CI 70.0%-78.0%) in 2013 to 80.0% (95% CI 79.4%-80.0%) in 2019 (P < 0.0001 for all trends). CONCLUSION PC referrals in ICU patients with cancer are decreasing, while those for cardiovascular disease are increasing. Reasons for referrals in the ICU are commonly for goals of care; other reasons, like pain control are uncommon. Early goals of care conversations and further training in advance care planning should be emphasized in the ICU setting.
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Affiliation(s)
- Julien Cobert
- Anesthesia Service (J.C.), San Francisco VA Health Care System, San Francisco, CA, USA; Department of Anesthesiology (J.C.), University of California San Francisco, San Francisco, CA, USA.
| | - Allyson C Cook
- Division of Palliative Medicine (A.C.C., J.A.L., D.L.O., S.Z.P.), Department of Medicine, University of California San Francisco, San Francisco, CA, USA; Department of Surgery (A.C.C., J.A.L.), University of California San Francisco, San Francisco, CA, USA; Critical Care Medicine (A.C.C.), Department of Anesthesia, University of California San Francisco
| | - Joseph A Lin
- Division of Palliative Medicine (A.C.C., J.A.L., D.L.O., S.Z.P.), Department of Medicine, University of California San Francisco, San Francisco, CA, USA; Department of Surgery (A.C.C., J.A.L.), University of California San Francisco, San Francisco, CA, USA
| | - David L O'Riordan
- Division of Palliative Medicine (A.C.C., J.A.L., D.L.O., S.Z.P.), Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Steven Z Pantilat
- Division of Palliative Medicine (A.C.C., J.A.L., D.L.O., S.Z.P.), Department of Medicine, University of California San Francisco, San Francisco, CA, USA
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Ferrario A, Zhang F, Ross-Degnan D, Wharam JF, Twaddle ML, Wagner AK. Use of Palliative Care Among Commercially Insured Patients With Metastatic Cancer Between 2001 and 2016. JCO Oncol Pract 2022; 18:e677-e687. [PMID: 34986008 DOI: 10.1200/op.21.00516] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
PURPOSE Early palliative care, concomitant with disease-directed treatments, is recommended for all patients with advanced cancer. This study assesses population-level trends in palliative care use among a large cohort of commercially insured patients with metastatic cancer, applying an expanded definition of palliative care services based on claims data. METHODS Using nationally representative commercial insurance claims data, we identified patients with metastatic breast, colorectal, lung, bronchus, trachea, ovarian, esophageal, pancreatic, and liver cancers and melanoma between 2001 and 2016. We assessed the annual proportions of these patients who received services specified as, or indicative of, palliative care. Using Cox proportional hazard models, we assessed whether the time from diagnosis of metastatic cancer to first encounter of palliative care differed by demographic characteristics, socioeconomic factors, or region. RESULTS In 2016, 36% of patients with very poor prognosis cancers received a service specified as, or indicative of, palliative care versus 18% of those with poor prognosis cancers. Being diagnosed in more recent years (2009-2016 v 2001-2008: hazard ratio [HR], 1.8; P < .001); a diagnosis of metastatic esophagus, liver, lung, or pancreatic cancer, or melanoma (v breast cancer, eg, esophagus HR, 1.89; P < .001); a greater number of comorbidities (American Hospital Formulary Service classes > 10 v 0: HR, 1.71; P < .001); and living in the Northeast (HR, 1.43; P < .001) or Midwest (v South: HR, 1.39; P < .001) were the strongest predictors of shorter time from diagnosis to palliative care. CONCLUSION Use of palliative care among commercially insured patients with advanced cancers has increased since 2001. However, even with an expanded definition of services specified as, or indicative of, palliative care, < 40% of patients with advanced cancers received palliative care in 2016.
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Affiliation(s)
- Alessandra Ferrario
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Fang Zhang
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Dennis Ross-Degnan
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - J Frank Wharam
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | | | - Anita K Wagner
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
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Joo MK, Yoo JW, Mojtahedi Z, Kim P, Hwang J, Koo JS, Kang HT, Shen JJ. Ten-year trends of utilizing palliative care and palliative procedures in patients with gastric Cancer in the United States from 2009 to 2018 - a nationwide database study. BMC Health Serv Res 2022; 22:20. [PMID: 34980097 PMCID: PMC8725552 DOI: 10.1186/s12913-021-07404-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 12/13/2021] [Indexed: 12/19/2022] Open
Abstract
Objectives Little is known about the current status and the changing trends of hospitalization and palliative care consultation of patients with gastric cancer in the United States. The aim of this study was to evaluate the changing trend in the number of hospitalization, palliative care consultation, and palliative procedures in the US during a recent 10-year period using a nationwide database. Methods This was a retrospective study that analyzed the National Inpatient Sample (NIS) database of 2009–2018. Patients aged more than 18 years who were diagnosed with a gastric cancer using International Classification of Diseases (ICD)-9 and 10 codes were included. Palliative care consultation included palliative care (ICD-9, V66.7; ICD-10, Z51.5) and advanced care planning (ICD-9, V69.89; ICD-10, Z71.89). Palliative procedures included percutaneous or endoscopic bypass, gastrostomy or enterostomy, dilation, drainage, nutrition, and irrigation for palliative purpose. Results and discussion A total of 86,430 patients were selected and analyzed in this study. Using a compound annual growth rate (CAGR) approach, the annual number of hospitalizations of gastric cancer patients was found to be decreased during 2009–2018 (CAGR: -0.8%, P = 0.0084), while utilization rates of palliative care and palliative procedures increased (CAGR: 9.3 and 1.6%, respectively; P < 0.0001). Multivariable regression analysis revealed that palliative care consultation was associated with reduced total hospital charges (−$34,188, P < 0.0001). Conclusion Utilization of palliative care consultation to patients with gastric cancer may reduce use of medical resources and hospital costs. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-07404-1.
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Affiliation(s)
- Moon Kyung Joo
- School of Public Health, University of Nevada Las Vegas, Las Vegas, NV, USA. .,Division of Gastroenterology, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, 08308, Republic of Korea.
| | - Ji Won Yoo
- Department of Internal Medicine, School of Medicine, University of Nevada Las Vegas, Las Vegas, NV, USA
| | - Zahra Mojtahedi
- Department of Healthcare Administration and Policy, School of Public Health, University of Nevada, Las Vegas, NV, 89119, USA
| | - Pearl Kim
- Department of Healthcare Administration and Policy, School of Public Health, University of Nevada, Las Vegas, NV, 89119, USA
| | - Jinwook Hwang
- School of Public Health, University of Nevada Las Vegas, Las Vegas, NV, USA.,Department of Thoracic and Cardiovascular Surgery, Korea University Ansan Hospita, Korea University College of Medicine, Ansan, Republic of Korea
| | - Ja Seol Koo
- School of Public Health, University of Nevada Las Vegas, Las Vegas, NV, USA.,Division of Gastroenterology, Department of Internal Medicine, Korea University Ansan Hospita, Korea University College of Medicine, Ansan, Republic of Korea
| | - Hee-Taik Kang
- Department of Family Medicine, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Republic of Korea
| | - Jay J Shen
- Department of Healthcare Administration and Policy, School of Public Health, University of Nevada, Las Vegas, NV, 89119, USA.
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The Impact of Palliative Medicine Consultation on Readmission Rates and Hospital Costs in Surgical Patients Requiring Prolonged Mechanical Ventilation. Jt Comm J Qual Patient Saf 2022; 48:280-286. [DOI: 10.1016/j.jcjq.2022.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 01/13/2022] [Accepted: 01/13/2022] [Indexed: 11/18/2022]
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Courtright KR, Weissman GE. Administrative Data for Palliative Care Research: Friend or Foe? Ann Am Thorac Soc 2022; 19:5-7. [PMID: 34971355 PMCID: PMC8787795 DOI: 10.1513/annalsats.202109-1048ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Affiliation(s)
- Katherine R Courtright
- Palliative and Advanced Illness Research Center
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Gary E Weissman
- Palliative and Advanced Illness Research Center
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
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Kanwar A, Patlolla SH, Singh M, Murphree DH, Sundaragiri PR, Jaber WA, Nicholson WJ, Vallabhajosyula S. Temporal Trends, Predictors and Outcomes of Inpatient Palliative Care Use in Cardiac Arrest Complicating Acute Myocardial Infarction. Resuscitation 2021; 170:53-62. [PMID: 34780813 DOI: 10.1016/j.resuscitation.2021.10.044] [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] [Received: 08/12/2021] [Revised: 10/21/2021] [Accepted: 10/25/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Utilization of inpatient palliative care services (PCS) has been infrequently studied in patients with cardiac arrest complicating acute myocardial infarction (AMI-CA). METHODS Adult AMI-CA admissions were identified from the National Inpatient Sample (2000-2017). Outcomes of interest included temporal trends and predictors of PCS use and in-hospital mortality, length of stay, hospitalization costs and discharge disposition in AMI-CA admissions with and without PCS use. Multivariable logistic regression and propensity matching were used to adjust for confounding. RESULTS Among 584,263 AMI-CA admissions, 26,919 (4.6%) received inpatient PCS. From 2000 to 2017 PCS use increased from <1% to 11.5%. AMI-CA admissions that received PCS were on average older, had greater comorbidity, higher rates of cardiogenic shock, acute organ failure, lower rates of coronary angiography (48.6% vs 63.3%), percutaneous coronary intervention (37.4% vs 46.9%), and coronary artery bypass grafting (all p < 0.001). Older age, greater comorbidity burden and acute non-cardiac organ failure were predictive of PCS use. In-hospital mortality was significantly higher in the PCS cohort (multivariable logistic regression: 84.6% vs 42.9%, adjusted odds ratio 3.62 [95% CI 3.48-3.76]; propensity-matched analysis: 84.7% vs. 66.2%, p < 0.001). The PCS cohort received a do- not-resuscitate status more often (47.6% vs. 3.7%), had shorter hospital stays (4 vs 5 days), and were discharged more frequently to skilled nursing facilities (73.6% vs. 20.4%); all p < 0.001. These results were consistent in the propensity-matched analysis. CONCLUSIONS Despite an increase in PCS use in AMI-CA, it remains significantly underutilized highlighting the role for further integrating of these specialists in AMI-CA care.
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Affiliation(s)
- Ardaas Kanwar
- University of Minnesota, Minneapolis, MN, United States
| | - Sri Harsha Patlolla
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, MN, United States
| | - Mandeep Singh
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, United States
| | - Dennis H Murphree
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States
| | - Pranathi R Sundaragiri
- Department of Primary Care Internal Medicine, Wake Forest Baptist Health, High Point, NC, United States
| | - Wissam A Jaber
- Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - William J Nicholson
- Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - Saraschandra Vallabhajosyula
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, United States.
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Jackson I, Jackson N, Etuk A. Trends, Sociodemographic and Hospital-Level Factors Associated With Palliative Care Utilization Among Multiple Myeloma Patients Using the National Inpatient Sample (2016-2018). Am J Hosp Palliat Care 2021; 39:888-894. [PMID: 34663083 DOI: 10.1177/10499091211051667] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Several factors are reported to be associated with palliative care utilization among patients with various cancers, but literature is lacking on multiple myeloma (MM) specific factors. MM patients have a high symptom burden and early involvement of palliative could increase their quality of life. We examined factors associated with palliative care utilization among MM patients and explored prevalence trends in palliative care utilization among patients with MM. METHODS Cross-sectional analyses were conducted using the National Inpatient Sample data collected between 2016 and 2018. Descriptive analyses were used to explore prevalence trends in palliative care utilization over time. Multivariable logistic regression models were used to examine sociodemographic and hospital-level factors associated with palliative care utilization in MM patients. RESULTS Overall prevalence of palliative care utilization in our population was 7.7% with a trend of increasing use of palliative care from 7.3% in 2016 to 8.2% in 2018. MM patients aged 70 years and above had 1.30 times higher odds (95% CI: 1.20-1.42) of receiving palliative care relative to those younger than 70 years. Compared to non-Hispanic whites, non-Hispanic blacks (Adjusted odds ratio (AOR): 0.86; 95% CI: 0.79-0.94) were less likely to utilize palliative care. Patients on Medicaid (AOR: 1.27; 95% CI: 1.08-1.49), private insurance (AOR: 1.27; 95% CI: 1.16-1.39) and other insurance types (AOR: 2.10; 95% CI: 1.79-2.47) had significantly higher odds of receiving palliative care when compared to those on Medicare. Other factors identified were hospital region, location, patient disposition, admission type, length of stay, and number of comorbidities. CONCLUSION Our findings highlight the urgent need for education of hospital physicians on the need for early palliative care involvement in the care of hospitalized MM patients. Messaging interventions such as the delivery of pop-up messages in electronic medical records to serve as reminders for physicians can be explored as a potential way to increase palliative care consultations for patients who need them.
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Affiliation(s)
- Inimfon Jackson
- Department of Medicine, Einstein Medical Center, Philadelphia, PA, USA
| | - Nsikak Jackson
- Department of Management, Policy and Community Health, University of Texas School of Public Health, University of Texas Health Science Center at Houston, TX, USA
| | - Aniekeme Etuk
- Department of Management, Policy and Community Health, University of Texas School of Public Health, University of Texas Health Science Center at Houston, TX, USA
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Mojtahedi Z, Shan G, Ghodsi K, Callahan K, Yoo JW, Vanderlaan J, Reeves J, Shen JJ. Inpatient palliative care utilisation among patients with gallbladder cancer in the United States: A 10-year perspective. Eur J Cancer Care (Engl) 2021; 31:e13520. [PMID: 34633118 DOI: 10.1111/ecc.13520] [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] [Received: 06/25/2020] [Revised: 06/26/2021] [Accepted: 09/24/2021] [Indexed: 01/25/2023]
Abstract
OBJECTIVES Gallbladder cancer (GBC) is a rare, poor-prognosis cancer with unique demographics, comorbidities and a paucity of research. This study investigated inpatient palliative care and its associations with demographics, comorbidities (e.g., obesity), length of stay and hospital charges in GBC in US hospitals (2007-2016). METHODS Data were extracted from the National Inpatient Sample (NIS) database that contains deidentified clinical and nonclinical information for each hospitalisation. Inpatient palliative care utilisation was identified using the International Classification of Diseases (ICD-9 and ICD-10) codes (V66.7 and Z51.5). Generalised regression analysis was conducted with adjustment for variations in predictors. RESULTS Of the 4921 reported GBC hospitalizations, only 10.3% encountered palliative care. Palliative care was associated with reduced hospital charges by $12,405 per hospitalisation (P < 0.0001) with no change in length of stay. Palliative care utilisation increased over time (P = 0.004). It was associated with age >80 years, with more severe disease, and in-hospital death (P < 0.0001). Obesity had a negative association with palliative care utilisation (P = 0.0029). DISCUSSION Our novel study found that obese people were less likely to use palliative care services in GBC. Interventions are needed to increase palliative care consultation in GBC patients, particularly in obese patients.
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Affiliation(s)
- Zahra Mojtahedi
- Department of Healthcare Administration and Policy, School of Public Health, University of Nevada, Las Vegas, Nevada, USA
| | - Guogen Shan
- Department of Epidemiology and Biostatistics, School of Public Health, University of Nevada, Las Vegas, Nevada, USA
| | - Katayoon Ghodsi
- Department of Healthcare Administration and Policy, School of Public Health, University of Nevada, Las Vegas, Nevada, USA
| | - Karen Callahan
- Department of Epidemiology and Biostatistics, School of Public Health, University of Nevada, Las Vegas, Nevada, USA
| | - Ji W Yoo
- Department of Internal Medicine, University of Nevada Las Vegas School of Medicine, Las Vegas, Nevada, USA
| | | | - Jerry Reeves
- HealtHIE Nevada, Comagine Health, Las Vegas, Nevada, USA
| | - Jay J Shen
- Department of Healthcare Administration and Policy, School of Public Health, University of Nevada, Las Vegas, Nevada, USA
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Sokol LL, Bega D, Yeh C, Kluger BM, Lum HD. Disparities in Palliative Care Utilization Among Hospitalized People With Huntington Disease: A National Cross-Sectional Study. Am J Hosp Palliat Care 2021; 39:516-522. [PMID: 34291654 DOI: 10.1177/10499091211034419] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND People with Huntington's disease (HD) often become institutionalized and more frequently die away from the home setting. The reasons behind differences in end-of-life care are poorly understood. Less than 5% of people with HD report utilization of palliative care (PC) or hospice services, regardless of the lack of curative therapies for this neurodegenerative disease. It is unknown what factors are associated with in-patient specialty PC consultation in this population and how PC might be related to discharge disposition. OBJECTIVES To determine what HD-specific (e.g., psychosis) and serious illness-specific factors (e.g., resuscitation preferences) are associated with PC encounters in people with HD and explore how PC encounters are associated with discharge disposition. DESIGN We analyzed factors associated with PC consultation for people with HD using discharge data from the National Inpatient Sample and the Nationwide Inpatient Sample (NIS), Healthcare Cost and Utilization Project (HCUP), Agency for Healthcare Research and Quality. An anonymized, cross-sectional, and stratified sample of 20% of United States hospitalizations from 2007 through 2014 were included using ICD-9 codes. RESULTS 8521 patients with HD were admitted to the hospital. Of those, 321 (3.8%) received specialty PC. Payer type, (specifically private insurer or other insurer as compared to Medicare), income, (specifically the top quartile as compared to the bottom quartile), mortality risk, D.N.R., aspiration pneumonia, and depression were significantly associated with PC in a multivariate model. Among those who received PC, the odds ratio (OR) of discharge to a facility was 0.43 (95% CI, 0.32-0.58), whereas the OR of discharge to home with services was 2.25 (95% CI 1.57-3.23), even after adjusting for possible confounders. CONCLUSIONS Among patients with HD, economic factors, depression, and serious illness-specific factors were associated with PC, and PC was associated with discharge disposition. These findings have implications for the adaptation of inpatient PC models to meet the needs of persons with HD.
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Affiliation(s)
- Leonard L Sokol
- The Ken and Ruth Davee Department of Neurology, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,McGaw Bioethics Scholars Program, Center for Bioethics and Humanities, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Danny Bega
- The Ken and Ruth Davee Department of Neurology, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Division of Movement Disorders, The Ken and Ruth Davee Department of Neurology, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Chen Yeh
- Department of Preventive Medicine, 12244Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Benzi M Kluger
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, USA.,Department of Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Hillary D Lum
- Eastern Colorado VA Geriatric Research Education and Clinical Center, Rocky Mountain Regional VA Medical Center, Aurora, CO, USA.,Division of Geriatric Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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Sokas C, Lee KC, Sturgeon D, Streid J, Lipsitz SR, Weissman JS, Kim DH, Cooper Z. Preoperative Frailty Status and Intensity of End-of-Life Care Among Older Adults After Emergency Surgery. J Pain Symptom Manage 2021; 62:66-74.e3. [PMID: 33212144 PMCID: PMC8124083 DOI: 10.1016/j.jpainsymman.2020.11.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 11/06/2020] [Accepted: 11/10/2020] [Indexed: 12/27/2022]
Abstract
CONTEXT Emergency general surgery (EGS) is common and highly morbid for older adults, particularly for those who are frail. However, there are little data on the quality of end-of-life care (EOLC) for this population. OBJECTIVES We sought to examine the association of frailty with intensity of EOLC for older adults with and without frailty who undergo EGS but die within one year. METHODS This retrospective cohort study included 100% Medicare fee-for-service beneficiaries, ≥66 years, who underwent one of five EGS procedures with the highest mortality (partial colectomy, small bowel resection, peptic ulcer disease repair, adhesiolysis, or laparotomy) between 2008 and 2014 and died within one year. A validated claims-based frailty index (CFI) identified patients who were not frail (CFI < 0.15), prefrail (0.15 ≤ CFI < 0.25), mildly frail (0.25 ≤ CFI < 0.35), and moderately to severe frail (CFI ≥ 0.35). Multivariable adjusted logistic or Poisson regression compared post-discharge and EOL healthcare utilization. RESULTS Among 138,916 older EGS adults who died within one year, 32.2% were not frail, 31.7% were prefrail, 29.8% had mild frailty and 6.3% had moderate-to-severe frailty. Decedents with any degree of frailty experienced high-intensity EOLC (P < 0.01), low rates of hospice use (P < 0.01), and fewer days at home. Of those who survived the index hospitalization but died within one year, moderate-to-severely frail decedents had the highest odds of visiting an emergency department (odds ratio [OR] = 1.19, CI = 1.13-1.27), rehospitalization (OR = 1.23, CI = 1.16-1.31), or an intensive care unit admission (OR = 1.22, CI = 1.13-1.30) in the last 30 days of life compared to nonfrail decedents. CONCLUSION While all older patients undergoing EGS have poor end-of-life outcomes, frail EGS patients receive the highest intensity EOLC and represent a vulnerable population for whom targeted interventions could limit burdensome treatment.
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Affiliation(s)
- Claire Sokas
- The Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Katherine C Lee
- The Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Surgery, University of California, San Diego, La Jolla, California, USA
| | - Daniel Sturgeon
- The Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | - Stuart R Lipsitz
- The Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Joel S Weissman
- The Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Dae H Kim
- Marcus Institute for Aging Research, Boston, Massachusetts, USA; Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Zara Cooper
- The Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA; Marcus Institute for Aging Research, Boston, Massachusetts, USA; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA.
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Thongprayoon C, Kaewput W, Petnak T, O’Corragain OA, Boonpheng B, Bathini T, Vallabhajosyula S, Pattharanitima P, Lertjitbanjong P, Qureshi F, Cheungpasitporn W. Impact of Palliative Care Services on Treatment and Resource Utilization for Hepatorenal Syndrome in the United States. MEDICINES 2021; 8:medicines8050021. [PMID: 34065828 PMCID: PMC8150700 DOI: 10.3390/medicines8050021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/01/2021] [Accepted: 05/11/2021] [Indexed: 12/16/2022]
Abstract
Background: This study aimed to determine the rates of inpatient palliative care service use and assess the impact of palliative care service use on in-hospital treatments and resource utilization in hospital admissions for hepatorenal syndrome. Methods: Using the National Inpatient Sample, hospital admissions with a primary diagnosis of hepatorenal syndrome were identified from 2003 through 2014. The primary outcome of interest was the temporal trend and predictors of inpatient palliative care service use. Logistic and linear regression was performed to assess the impact of inpatient palliative care service on in-hospital treatments and resource use. Results: Of 5571 hospital admissions for hepatorenal syndrome, palliative care services were used in 748 (13.4%) admissions. There was an increasing trend in the rate of palliative care service use, from 3.3% in 2003 to 21.1% in 2014 (p < 0.001). Older age, more recent year of hospitalization, acute liver failure, alcoholic cirrhosis, and hepatocellular carcinoma were predictive of increased palliative care service use, whereas race other than Caucasian, African American, and Hispanic and chronic kidney disease were predictive of decreased palliative care service use. Although hospital admission with palliative care service use had higher mortality, palliative care service was associated with lower use of invasive mechanical ventilation, blood product transfusion, paracentesis, renal replacement, vasopressor but higher DNR status. Palliative care services reduced mean length of hospital stay and hospitalization cost. Conclusion: Although there was a substantial increase in the use of palliative care service in hospitalizations for hepatorenal syndrome, inpatient palliative care service was still underutilized. The use of palliative care service was associated with reduced resource use.
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Affiliation(s)
- Charat Thongprayoon
- Department of Medicine, Mayo Clinic, Division of Nephrology and Hypertension, Rochester, MN 55905, USA;
- Correspondence: (C.T.); (W.K.); (T.P.); (P.P.); (W.C.)
| | - Wisit Kaewput
- Department of Military and Community Medicine, Phramongkutklao College of Medicine, Bangkok 10400, Thailand
- Correspondence: (C.T.); (W.K.); (T.P.); (P.P.); (W.C.)
| | - Tananchai Petnak
- Division of Pulmonary and Pulmonary Critical Care Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Correspondence: (C.T.); (W.K.); (T.P.); (P.P.); (W.C.)
| | - Oisin A. O’Corragain
- Department of Thoracic Medicine and Surgery, Temple University Hospital, Philadelphia, PA 19140, USA;
| | - Boonphiphop Boonpheng
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA;
| | - Tarun Bathini
- Department of Internal Medicine, University of Arizona, Tucson, AZ 85719, USA;
| | - Saraschandra Vallabhajosyula
- Section of Interventional Cardiology, Department of Medicine, Division of Cardiovascular Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA;
| | - Pattharawin Pattharanitima
- Department of Internal Medicine, Faculty of Medicine, Thammasat University, Pathum Thani 12120, Thailand
- Correspondence: (C.T.); (W.K.); (T.P.); (P.P.); (W.C.)
| | - Ploypin Lertjitbanjong
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA;
| | - Fawad Qureshi
- Department of Medicine, Mayo Clinic, Division of Nephrology and Hypertension, Rochester, MN 55905, USA;
| | - Wisit Cheungpasitporn
- Department of Medicine, Mayo Clinic, Division of Nephrology and Hypertension, Rochester, MN 55905, USA;
- Correspondence: (C.T.); (W.K.); (T.P.); (P.P.); (W.C.)
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Bevins J, Bhulani N, Goksu SY, Sanford NN, Gao A, Ahn C, Paulk ME, Terauchi S, Pruitt SL, Tavakkoli A, Rhodes RL, Ali Kazmi SM, Beg MS. Early Palliative Care Is Associated With Reduced Emergency Department Utilization in Pancreatic Cancer. Am J Clin Oncol 2021; 44:181-186. [PMID: 33710133 PMCID: PMC8062302 DOI: 10.1097/coc.0000000000000802] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVES Most patients with pancreatic cancer have high symptom burden and poor outcomes. Palliative care (PC) can improve the quality of care through expert symptom management, although the optimal timing of PC referral is still poorly understood. We aimed to assess the association of early PC on health care utilization and charges of care for pancreatic cancer patients. MATERIALS AND METHODS We selected patients with pancreatic cancer diagnosed between 2000 and 2009 who received at least 1 PC encounter using the Surveillance, Epidemiology, and End Results (SEER)-Medicare. Patients who had unknown follow-up were excluded. We defined "early PC" if the patients received PC within 30 days of diagnosis. RESULTS A total of 3166 patients had a PC encounter; 28% had an early PC. Patients receiving early PC were more likely to be female and have older age compared with patients receiving late PC (P<0.001). Patients receiving early PC had fewer emergency department (ED) visits (2.6 vs. 3.0 visits, P=0.004) and lower total charges of ED care ($3158 vs. $3981, P<0.001) compared with patients receiving late PC. Patients receiving early PC also had lower intensive care unit admissions (0.82 vs. 0.98 visits, P=0.006) and total charges of intensive care unit care ($14,466 vs. $18,687, P=0.01). On multivariable analysis, patients receiving early PC were significantly associated with fewer ED visits (P=0.007) and lower charges of ED care (P=0.018) for all patients. CONCLUSIONS Early PC referrals were associated with lower ED visits and ED-related charges. Our findings support oncology society guideline recommendations for early PC in patients with advanced malignancies such as pancreatic cancer.
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Affiliation(s)
- Jack Bevins
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
| | - Nizar Bhulani
- Division of Hematology and Oncology, UT Southwestern Medical Center, Dallas, TX
| | - Suleyman Yasin Goksu
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
- Division of Hematology and Oncology, UT Southwestern Medical Center, Dallas, TX
| | - Nina Niu Sanford
- Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, TX
| | - Ang Gao
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX
| | - Chul Ahn
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX
| | - Mary Elizabeth Paulk
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
- Division of Palliative Medicine, UT Southwestern Medical Center, Dallas, TX
| | - Stephanie Terauchi
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
- Division of Palliative Medicine, UT Southwestern Medical Center, Dallas, TX
| | - Sandi L. Pruitt
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX
| | - Anna Tavakkoli
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
- Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, TX
| | - Ramona L. Rhodes
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
- Division of Geriatric Medicine, UT Southwestern Medical Center, Dallas, TX
| | - Syed Mohammad Ali Kazmi
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
- Division of Hematology and Oncology, UT Southwestern Medical Center, Dallas, TX
| | - Muhammad Shaalan Beg
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
- Division of Hematology and Oncology, UT Southwestern Medical Center, Dallas, TX
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