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Diversity in the Emerging Critical Care Workforce: Analysis of Demographic Trends in Critical Care Fellows From 2004 to 2014. Crit Care Med 2017; 45:822-827. [PMID: 28282303 DOI: 10.1097/ccm.0000000000002322] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVES Diversity in the physician workforce is essential to providing culturally effective care. In critical care, despite the high stakes and frequency with which cultural concerns arise, it is unknown whether physician diversity reflects that of critically ill patients. We sought to characterize demographic trends in critical care fellows, who represent the emerging intensivist workforce. DESIGN We used published data to create logistic regression models comparing annual trends in the representation of women and racial/ethnic groups across critical care fellowship types. SETTING United States Accreditation Council on Graduate Medical Education-approved residency and fellowship training programs. SUBJECTS Residents and fellows employed by Accreditation Council on Graduate Medical Education-accredited training programs from 2004 to 2014. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS From 2004 to 2014, the number of critical care fellows increased annually, up 54.1% from 1,606 in 2004-2005 to 2,475 in 2013-2014. The proportion of female critical care fellows increased from 29.5% (2004-2005) to 38.3% (2013-2014) (p < 0.001). The absolute number of black fellows increased each year but the percentage change was not statistically significantly different (5.1% in 2004-2005 vs 3.9% in 2013-2014; p = 0.92). Hispanic fellows increased in number from 124 (7.7%) in 2004-2005 to 216 (8.4%) in 2013-2014 (p = 0.015). The number of American Indian/Alaskan Native/Native Hawaiian/Pacific Islander fellows decreased from 15 (1.0%) to seven (0.3%) (p < 0.001). When compared with population estimates, female critical care fellows and those from racial/ethnic minorities were underrepresented in all years. CONCLUSIONS The demographics of the emerging critical care physician workforce reflect underrepresentation of women and racial/ethnic minorities. Trends highlight increases in women and Hispanics and stable or decreasing representation of non-Hispanic underrepresented minority critical care fellows. Further research is needed to elucidate the reasons underlying persistent underrepresentation of racial and ethnic minorities in critical care fellowship programs.
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Chen B, Fan VY, Chou YJ, Kuo CC. Costs of care at the end of life among elderly patients with chronic kidney disease: patterns and predictors in a nationwide cohort study. BMC Nephrol 2017; 18:36. [PMID: 28122500 PMCID: PMC5267416 DOI: 10.1186/s12882-017-0456-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 01/19/2017] [Indexed: 11/25/2022] Open
Abstract
Background Despite the urgent need for evidence to guide the end-of-life (EOL) care for patients with chronic kidney disease (CKD), we have limited knowledge of the costs and intensity of EOL care in this population. The present study examined patterns and predictors for EOL care intensity among elderly patients with CKD. Methods We conducted a retrospective nationwide cohort study utilizing the Taiwan National Health Insurance (NHI) Research Database. A total of 65,124 CKD patients aged ≥ 60 years, who died in hospitals or shortly after discharge between 2002 and 2012 were analyzed. The primary outcomes were inpatient expenses and use of surgical interventions in the last 30 days of life. Utilization of intensive care unit (ICU), mechanical ventilation, resuscitation, and dialysis was also examined in a sub-sample of 2072 patients with detailed prescription data. Multivariate log-linear and logistic regression analyses were performed to assess patient-, physician-, and facility-specific predictors and the potential impact of a 2009 payment policy to reimburse hospice care for non-cancer patients. Results During the last 30 days of life, average inpatients costs for elderly CKD patients were approximately US$10,260, with 40.9% receiving surgical interventions, 40.2% experiencing ICU admission, 45.3% undergoing mechanical ventilation, 14.7% receiving resuscitation and 42.0% receiving dialysis. Significant variability was observed in the inpatient costs and use of intensive services. Costs were lower among individuals with the following characteristics: advanced age; high income; high Charlson Comorbidity Index scores; treatment by older physicians, nephrologists, and family medicine physicians; and treatment at local hospitals. Similar findings were obtained for the use of surgical interventions and other intensive services. A declining trend was detected in the costs of EOL care, use of surgical interventions and resuscitation between 2009 and 2012, which is consistent with the impact of a 2009 NHI payment policy to reimburse non-cancer hospice care. Conclusions Overall EOL costs and rates of intensive service use among older patients with CKD were high, with significant variability across various patient and provider characteristics. Several opportunities exist for providers and policy makers to reduce costs and enhance the value of EOL care for this population.
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Affiliation(s)
- Bradley Chen
- Institute of Public Health, National Yang-Ming University, Taipei, Taiwan
| | - Victoria Y Fan
- Department of Public Health Sciences & Epidemiology, University of Hawaii at Manoa, 1960 East-West Road, Biomed D204, Honolulu, HI, USA.,François-Xavier Bagnoud Center for Health and Human Rights, Harvard T.H. Chan School of Public Health, 651 Huntington Ave, Boston, MA, USA.,Center for Global Development, Washington, D.C., USA
| | - Yiing-Jenq Chou
- Institute of Public Health, National Yang-Ming University, Taipei, Taiwan.,Institute of Hospital and Health Care Administration, National Yang-Ming University, Taipei, Taiwan
| | - Chin-Chi Kuo
- Big Data Center, China Medical University Hospital, Taichung, Taiwan. .,Kidney Institute and Division of Nephrology, Department of Internal Medicine, China Medical University Hospital and College of Medicine, China Medical University, 13F.-2, No.101, Kaixuan Rd., East Dist, Tainan City, Taiwan.
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Worster B, Bell DK, Roy V, Cunningham A, LaNoue M, Parks S. Race as a Predictor of Palliative Care Referral Time, Hospice Utilization, and Hospital Length of Stay: A Retrospective Noncomparative Analysis. Am J Hosp Palliat Care 2017; 35:110-116. [PMID: 28056514 DOI: 10.1177/1049909116686733] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Palliative care is associated with significant benefits, including reduced pain and suffering, an increased likelihood of patients dying in their preferred location, and decreased health-care expenditures. Racial and ethnic disparities are well-documented in hospice use and referral patterns; however, it is unclear whether these disparities apply to inpatient palliative care services. OBJECTIVE To determine if race is a significant predictor of time to inpatient palliative care consult, patient enrollment in hospice, and patients' overall hospital length of stay among patients of an inpatient palliative care service. DESIGN Retrospective noncomparative analysis. SETTING Urban academic medical center in the United States. PATIENTS 3207 patients referred to an inpatient palliative care service between March 2006 and April 2015. MEASUREMENTS Time to palliative care consult, disposition of hospice/not hospice (excluding patients who died), and hospital length of stay among patients by racial (Asian, black, Native American/Eskimo, Hispanic, white, Unknown) and ethnic (Hispanic/Latino, non-Hispanic, Unknown) background. RESULTS Race was not a significant predictor of time to inpatient palliative care consult, discharge to hospice, or hospital length of stay. Similarly, black/white, Hispanic/white, and Asian/white variables were not significant predictors of hospice enrollment ( Ps > .05). LIMITATIONS Study was conducted at 1 urban academic medical center, limiting generalizability; hospital race and ethnicity categorizations may also limit interpretation of results. CONCLUSIONS In this urban hospital, race was not a predictor of time to inpatient palliative care service consult, discharge to hospice, or hospital length of stay. Confirmatory studies of inpatient palliative care services in other institutions are needed.
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Affiliation(s)
- Brooke Worster
- 1 Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Declan Kennedy Bell
- 1 Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Vibin Roy
- 1 Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Amy Cunningham
- 1 Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Marianna LaNoue
- 1 Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Susan Parks
- 1 Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
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Analysis of Race and Time to Antibiotics Among Patients with Severe Sepsis or Septic Shock. J Racial Ethn Health Disparities 2016; 4:680-686. [PMID: 27553054 DOI: 10.1007/s40615-016-0271-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 07/07/2016] [Accepted: 07/22/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND/OBJECTIVES The objective of this study is to investigate potential racial disparities in time to antibiotics among patients presenting to the emergency department (ED) with severe sepsis or septic shock. METHODS This was a retrospective observational study of adults >18 years with severe sepsis or septic shock presenting to a large, urban, academic ED and admitted to the ICU from 10/2005 to 2/2012. Time to antibiotic data was abstracted by ICU research staff; other data were abstracted by blinded trained research assistants using standardized abstraction forms. Time from ED arrival to antibiotics was compared in white vs. non-white patients using cumulative events curves followed by Cox proportional hazards regression, controlling for age, gender, ethnicity, source of infection, and SOFA score. RESULTS Seven hundred sixty-eight patients were included; 19.5 % (n = 150) were non-white. Median minutes to antibiotics was 131 in white patients vs. 158 in non-white patients (p = 0.03, log-rank test). The unadjusted hazard ratio for non-white patients was 0.82 (95 %CI 0.58-0.98). After adjustment, the hazard ratio for race was not significant (0.90, 95 %CI 0.73-1.10). CONCLUSIONS In a single-center sample of patients with severe sepsis or septic shock, adjustment for factors including age and infectious source eliminated the difference in time to antibiotics by race. Further research should investigate disparities in sepsis care between hospitals with differing patient populations.
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Hua M, Halpern SD, Gabler NB, Wunsch H. Effect of ICU strain on timing of limitations in life-sustaining therapy and on death. Intensive Care Med 2016; 42:987-94. [PMID: 26862018 PMCID: PMC4846491 DOI: 10.1007/s00134-016-4240-8] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 01/21/2016] [Indexed: 11/30/2022]
Abstract
PURPOSE The effect of capacity strain in an ICU on the timing of end-of-life decision-making is unknown. We sought to determine how changes in strain impact timing of new do-not-resuscitate (DNR) orders and of death. METHODS Retrospective cohort study of 9891 patients dying in the hospital following an ICU stay ≥72 h in Project IMPACT, 2001-2008. We examined the effect of ICU capacity strain (measured by standardized census, proportion of new admissions, and average patient acuity) on time to initiation of DNR orders and time to death for all ICU decedents using fixed-effects linear regression. RESULTS Increases in strain were associated with shorter time to DNR for patients with limitations in therapy (predicted time to DNR 6.11 days for highest versus 7.70 days for lowest quintile of acuity, p = 0.02; 6.50 days for highest versus 7.77 days for lowest quintile of admissions, p < 0.001), and shorter time to death (predicted time to death 7.64 days for highest versus 9.05 days for lowest quintile of admissions, p < 0.001; 8.28 days for highest versus 9.06 days for lowest quintile of census, only in closed ICUs, p = 0.006). Time to DNR order significantly mediated relationships between acuity and admissions and time to death, explaining the entire effect of acuity, and 65 % of the effect of admissions. There was no association between strain and time to death for decedents without a limitation in therapy. CONCLUSIONS Strains in ICU capacity are associated with end-of-life decision-making, with shorter times to placement of DNR orders and death for patients admitted during high-strain days.
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Affiliation(s)
- May Hua
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, 622 West 168th Street PH5, Room 527D, New York, NY, 10032, USA.
| | - Scott D Halpern
- Division of Pulmonary, Allergy and Critical Care Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, USA
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
- Fostering Improvement in End-of-Life Decision Science (FIELDS) Program, University of Pennsylvania, Philadelphia, USA
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
| | - Nicole B Gabler
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
- Fostering Improvement in End-of-Life Decision Science (FIELDS) Program, University of Pennsylvania, Philadelphia, USA
| | - Hannah Wunsch
- Department of Critical Care Medicine, Sunnybrook Health Sciences Center, Toronto, Canada
- Department of Anesthesia and Interdisciplinary Department of Critical Care Medicine, University of Toronto, Toronto, Canada
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, USA
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Burgio KL, Williams BR, Dionne-Odom JN, Redden DT, Noh H, Goode PS, Kvale E, Bakitas M, Bailey FA. Racial Differences in Processes of Care at End of Life in VA Medical Centers: Planned Secondary Analysis of Data from the BEACON Trial. J Palliat Med 2016; 19:157-63. [PMID: 26840851 PMCID: PMC4939451 DOI: 10.1089/jpm.2015.0311] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2015] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Racial differences exist for a number of health conditions, services, and outcomes, including end-of-life (EOL) care. OBJECTIVE The aim of the study was to examine differences in processes of care in the last 7 days of life between African American and white inpatients. METHODS Secondary analysis was conducted of data collected in the Best Practices for End-of-Life Care for Our Nation's Veterans (BEACON) trial (conducted 2005-2011). Subjects were 4891 inpatient decedents in six Veterans Administration Medical Centers. Data were abstracted from decedents' medical records. Multi-variable analyses were conducted to examine the relationship between race and each of 18 EOL processes of care controlling for patient characteristics, study site, year of death, and whether the observation was pre- or post-intervention. RESULTS The sample consisted of 1690 African American patients (34.6%) and 3201 white patients (65.4%). African Americans were less likely to have: do not resuscitate (DNR) orders (odds ratio [OR]: 0.67; p = 0.004), advance directives (OR: 0.71; p = 0.023), active opioid orders (OR: 0.64, p = 0.0008), opioid medications administered (OR: 0.61, p = 0.004), benzodiazepine orders (OR: 0.68, p < 0.0001), benzodiazepines administered (OR: 0.61, p < 0.0001), antipsychotics administered (OR: 0.73, p = 0.004), and steroids administered (OR: 0.76, p = 0.020). Racial differences were not found for other processes of care, including palliative care consultation, pastoral care, antipsychotic and steroid orders, and location of death. CONCLUSIONS Racial differences exist in some but not all aspects of EOL care. Further study is needed to understand the extent to which racial differences reflect different patient needs and preferences and whether interventions are needed to reduce disparities in patient/family education or access to quality EOL care.
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Affiliation(s)
- Kathryn L. Burgio
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center (GRECC), Department of Veterans Affairs, Birmingham, Alabama, and Atlanta, Georgia
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Beverly R. Williams
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center (GRECC), Department of Veterans Affairs, Birmingham, Alabama, and Atlanta, Georgia
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | | | - David T. Redden
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center (GRECC), Department of Veterans Affairs, Birmingham, Alabama, and Atlanta, Georgia
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama
| | | | - Patricia S. Goode
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center (GRECC), Department of Veterans Affairs, Birmingham, Alabama, and Atlanta, Georgia
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Elizabeth Kvale
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center (GRECC), Department of Veterans Affairs, Birmingham, Alabama, and Atlanta, Georgia
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Marie Bakitas
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center (GRECC), Department of Veterans Affairs, Birmingham, Alabama, and Atlanta, Georgia
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- School of Nursing, University of Alabama at Birmingham, Birmingham, Alabama
| | - F. Amos Bailey
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center (GRECC), Department of Veterans Affairs, Birmingham, Alabama, and Atlanta, Georgia
- Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, University of Colorado, Denver, Colorado
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57
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Elliott AM, Alexander SC, Mescher CA, Mohan D, Barnato AE. Differences in Physicians' Verbal and Nonverbal Communication With Black and White Patients at the End of Life. J Pain Symptom Manage 2016; 51:1-8. [PMID: 26297851 PMCID: PMC4698224 DOI: 10.1016/j.jpainsymman.2015.07.008] [Citation(s) in RCA: 93] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2015] [Revised: 07/17/2015] [Accepted: 07/23/2015] [Indexed: 11/17/2022]
Abstract
CONTEXT Black patients are more likely than white patients to die in the intensive care unit with life-sustaining treatments. Differences in patient- and/or surrogate-provider communication may contribute to this phenomenon. OBJECTIVES To test whether hospital-based physicians use different verbal and/or nonverbal communication with black and white simulated patients and their surrogates. METHODS We conducted a randomized factorial trial of the relationship between patient race and physician communication using high-fidelity simulation. Using a combination of probabilistic and convenience sampling, we recruited 33 hospital-based physicians in western Pennsylvania who completed two encounters with prognostically similar, critically and terminally ill black and white elders with identical treatment preferences. We then conducted detailed content analysis of audio and video recordings of the encounters, coding verbal emotion-handling and shared decision-making behaviors, and nonverbal behaviors (time interacting with the patient and/or surrogate, with open vs. closed posture, and touching the patient and physical proximity). We used a paired t-test to compare each subjects' summed verbal and nonverbal communication scores with the black patient compared to the white patient. RESULTS Subject physicians' verbal communication scores did not differ by patient race (black vs. white: 8.4 vs. 8.4, P-value = 0.958). However, their nonverbal communication scores were significantly lower with the black patient than with the white patient (black vs. white: 2.7 vs. 2.9, P-value 0.014). CONCLUSION In this small regional sample, hospital-based physicians have similar verbal communication behaviors when discussing end-of-life care for otherwise similar black and white patients but exhibit significantly fewer positive, rapport-building nonverbal cues with black patients.
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Affiliation(s)
- Andrea M Elliott
- Department of Medicine, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Stewart C Alexander
- Department of Consumer Sciences, College of Health and Human Science, Purdue University, West Lafayette, Indiana, USA
| | - Craig A Mescher
- Department of Medicine, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Deepika Mohan
- Department of Critical Care Medicine, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amber E Barnato
- Department of Medicine, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA; Center for Research on Health Care, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
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Sandoval E, Chang DW. Association Between Race and Case Fatality Rate in Hospitalizations for Sepsis. J Racial Ethn Health Disparities 2015; 3:625-634. [PMID: 27294755 DOI: 10.1007/s40615-015-0181-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 10/29/2015] [Indexed: 12/29/2022]
Abstract
BACKGROUND Differentiating whether disparities in outcomes for sepsis among racial groups are due to differences in hospital care versus pre-hospitalization factors is an important step in developing effective strategies to reduce these disparities. As such, we examined the association between race and case fatality rates among hospitalizations for sepsis. METHODS This was a case-control study of hospitalizations for sepsis in all acute-care, non-federal California hospitals during 2011. The association between hospital mortality and race was examined using hierarchical logistic regression analysis. RESULTS Among 131,831 hospitalizations for sepsis, the unadjusted case fatality rates were 15.1 % in whites, 14.0 % in blacks, 13.8 % in Hispanics, and 16.2 % in Asians (P < 0.001). Compared to whites, the odds of hospital mortality was 0.84 (95 % CI 0.79-0.89) for blacks, 0.88 (95 % CI 0.84-0.92) for Hispanics, and 0.93 (95 % CI 0.87-0.98) for Asians after controlling for patient, healthcare systems, and hospital-level factors. There was no difference in the variability of sepsis mortality across hospitals between racial groups. The range of case fatality rates for sepsis among hospitals was 8.3-22.9 % for whites, 9.1-20.5 % for blacks, 7.0-19.1 % for Hispanics, and 10.0-23.0 % for Asians. CONCLUSION Case fatality rates for sepsis hospitalizations are lower in minority racial groups in California. Future studies and interventions that seek to reduce racial disparities in sepsis need to focus on pre-hospitalization factors that contribute to population-level racial differences in sepsis outcomes.
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Affiliation(s)
- Eric Sandoval
- Division of Respiratory and Critical Care Physiology and Medicine, Los Angeles Biomed Research Institute at Harbor-University of California Los Angeles Medical Center, Box 405, 1000 W. Carson Street, Torrance, CA, 90509, USA
| | - Dong W Chang
- Division of Respiratory and Critical Care Physiology and Medicine, Los Angeles Biomed Research Institute at Harbor-University of California Los Angeles Medical Center, Box 405, 1000 W. Carson Street, Torrance, CA, 90509, USA. .,Department of Medicine, Harbor-UCLA Medical Center, Box 405, 1000 W. Carson Street, Torrance, CA, 90509, USA.
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Wallace SK, Waller DK, Tilley BC, Piller LB, Price KJ, Rathi N, Haque S, Nates JL. Place of Death among Hospitalized Patients with Cancer at the End of Life. J Palliat Med 2015; 18:667-76. [PMID: 25927588 DOI: 10.1089/jpm.2014.0389] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The majority of hospital deaths in the United States occur after ICU admission. The characteristics associated with the place of death within the hospital are not known for patients with cancer. OBJECTIVE The study objective was to identify patient characteristics associated with place of death among hospitalized patients with cancer who were at the end of life. METHODS A retrospective cohort study design was implemented. Subjects were consecutive patients hospitalized between 2003 and 2007 at a large comprehensive cancer center in the United States. Multinomial logistic regression analysis was used to identify patient characteristics associated with place of death (ICU, hospital following ICU, hospital without ICU) among hospital decedents. RESULTS Among 105,157 hospital discharges, 3860 (3.7%) died in the hospital: 42% in the ICU, 14% in the hospital following an ICU stay, and 44% in the hospital without ICU services. Individuals with the following characteristics had an increased risk of dying in the ICU: nonlocal residence, newly diagnosed hematologic or nonmetastatic solid tumor malignancies, elective admission, surgical or pediatric services. A palliative care consultation on admission was associated with dying in the hospital without ICU services. CONCLUSIONS Understanding existing patterns of care at the end of life will help guide decisions about resource allocation and palliative care programs. Patients who seek care at dedicated cancer centers may elect more aggressive care; thus the generalizability of this study is limited. Although dying in a hospital may be unavoidable for patients who have uncontrolled symptoms that cannot be managed at home, palliative care consultations with patients and their families in advance regarding end-of-life preferences may prevent unwanted admission to the ICU.
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Affiliation(s)
- Susannah K Wallace
- 1 Clinical Analytics and Informatics Department, The University of Texas MD Anderson Cancer Center , Houston, Texas
| | - Dorothy K Waller
- 2 Division of Epidemiology, Human Genetics and Environmental Sciences, The University of Texas Health Science Center School of Public Health , Houston, Texas
| | - Barbara C Tilley
- 3 Division of Biostatistics, The University of Texas Health Science Center School of Public Health , Houston, Texas
| | - Linda B Piller
- 2 Division of Epidemiology, Human Genetics and Environmental Sciences, The University of Texas Health Science Center School of Public Health , Houston, Texas
- 3 Division of Biostatistics, The University of Texas Health Science Center School of Public Health , Houston, Texas
| | - Kristen J Price
- 4 Critical Care Department, The University of Texas MD Anderson Cancer Center , Houston, Texas
| | - Nisha Rathi
- 4 Critical Care Department, The University of Texas MD Anderson Cancer Center , Houston, Texas
| | - Sajid Haque
- 4 Critical Care Department, The University of Texas MD Anderson Cancer Center , Houston, Texas
| | - Joseph L Nates
- 4 Critical Care Department, The University of Texas MD Anderson Cancer Center , Houston, Texas
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60
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Luta X, Maessen M, Egger M, Stuck AE, Goodman D, Clough-Gorr KM. Measuring intensity of end of life care: a systematic review. PLoS One 2015; 10:e0123764. [PMID: 25875471 PMCID: PMC4396980 DOI: 10.1371/journal.pone.0123764] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Accepted: 02/20/2015] [Indexed: 11/18/2022] Open
Abstract
Background Many studies have measured the intensity of end of life care. However, no summary of the measures used in the field is currently available. Objectives To summarise features, characteristics of use and reported validity of measures used for evaluating intensity of end of life care. Methods This was a systematic review according to PRISMA guidelines. We performed a comprehensive literature search in Ovid Medline, Embase, The Cochrane Library of Systematic Reviews and reference lists published between 1990-2014. Two reviewers independently screened titles, abstracts, full texts and extracted data. Studies were eligible if they used a measure of end of life care intensity, defined as all quantifiable measures describing the type and intensity of medical care administered during the last year of life. Results A total of 58 of 1590 potentially eligible studies met our inclusion criteria and were included. The most commonly reported measures were hospitalizations (n = 44), intensive care unit admissions (n = 39) and chemotherapy use (n = 27). Studies measured intensity of care in different timeframes ranging from 48 hours to 12 months. The majority of studies were conducted in cancer patients (n = 31). Only 4 studies included information on validation of the measures used. None evaluated construct validity, while 3 studies considered criterion and 1 study reported both content and criterion validity. Conclusions This review provides a synthesis to aid in choosing intensity of end of life care measures based on their previous use but simultaneously highlights the crucial need for more validation studies and consensus in the field.
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Affiliation(s)
- Xhyljeta Luta
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Maud Maessen
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Matthias Egger
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Andreas E. Stuck
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
- University Department of Geriatrics, Inselspital Bern, Bern, Switzerland
| | - David Goodman
- The Dartmouth Institute of Health Policy & Clinical Practice, Lebanon, NH, United States of America
| | - Kerri M. Clough-Gorr
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
- Section of Geriatrics, Boston University Medical Center, Boston, MA, United States of America
- * E-mail:
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Curtis JR, Barnato AE. Variability in decisions to limit life-sustaining treatments: is it all about the physician? Chest 2015; 146:532-534. [PMID: 25180716 DOI: 10.1378/chest.14-0636] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Affiliation(s)
- J Randall Curtis
- The Division of Pulmonary and Critical Care Medicine, Harborview Medical Center, University of Washington, Seattle, WA.
| | - Amber E Barnato
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
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62
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Quill CM, Ratcliffe SJ, Harhay MO, Halpern SD. Variation in decisions to forgo life-sustaining therapies in US ICUs. Chest 2015; 146:573-582. [PMID: 24522751 DOI: 10.1378/chest.13-2529] [Citation(s) in RCA: 104] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND The magnitude and implication of variation in end-of-life decision-making among ICUs in the United States is unknown. METHODS We reviewed data on decisions to forgo life-sustaining therapy (DFLSTs) in 269,002 patients admitted to 153 ICUs in the United States between 2001 and 2009. We used fixed-effects logistic regression to create a multivariable model for DFLST and then calculated adjusted rates of DFLST for each ICU. RESULTS Patient factors associated with increased odds of DFLST included advanced age, female sex, white race, and poor baseline functional status (all P < .001). However, associations with several of these factors varied among ICUs (eg, black race had an OR for DFLST from 0.18 to 2.55 across ICUs). The ICU staffing model was also found to be associated with DFLST, with an open ICU staffing model associated with an increased odds of a DFLST (OR = 1.19). The predicted probability of DFLST varied approximately sixfold among ICUs after adjustment for the fixed patient and ICU effects and was directly correlated with the standardized mortality ratios of ICUs (r = 0.53, 0.41-0.68). CONCLUSION Although patient factors explain much of the variability in DFLST practices, significant effects of ICU culture and practice influence end-of-life decision-making. The observation that an ICU's risk-adjusted propensity to withdraw life support is directly associated with its standardized mortality ratio suggests problems with using the latter as a quality measure.
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Affiliation(s)
- Caroline M Quill
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Rochester Medical Center, Rochester, NY; Fostering Improvement in End-of-Life Decision Science(FIELDS) Program at the Leonard Davis Institute Center for Health Incentives and Behavioral Economics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.
| | - Sarah J Ratcliffe
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
| | - Michael O Harhay
- Fostering Improvement in End-of-Life Decision Science(FIELDS) Program at the Leonard Davis Institute Center for Health Incentives and Behavioral Economics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
| | - Scott D Halpern
- Fostering Improvement in End-of-Life Decision Science(FIELDS) Program at the Leonard Davis Institute Center for Health Incentives and Behavioral Economics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA; Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medical Ethics and Health Policy, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
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Tschirhart EC, Du Q, Kelley AS. Factors influencing the use of intensive procedures at the end of life. J Am Geriatr Soc 2014; 62:2088-94. [PMID: 25376084 DOI: 10.1111/jgs.13104] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
OBJECTIVES To examine individual and regional factors associated with the use of intensive medical procedures in the last 6 months of life. DESIGN Retrospective cohort study. SETTING The Health and Retirement Study (HRS), a longitudinal nationally representative cohort of older adults. PARTICIPANTS HRS decedents aged 66 and older (N = 3,069). MEASUREMENTS Multivariable logistic regression was used to evaluate associations between individual and regional factors and receipt of five intensive procedures: intubation and mechanical ventilation, tracheostomy, gastrostomy tube insertion, enteral and parenteral nutrition, or cardiopulmonary resuscitation in the last 6 months of life. RESULTS Approximately 18% of subjects (n = 546) underwent at least one intensive procedure in the last 6 months of life. Characteristics significantly associated with lower odds of an intensive procedure included aged 85-94 (vs 65-74, adjusted odds ratio (AOR) = 0.67, 95% confidence interval (CI) = 0.51-0.90), Alzheimer's disease (AOR = 0.71, 95% CI = 0.54-0.94), cancer (AOR = 0.60, 95% CI = 0.43-0.85), nursing home residence (AOR = 0.70, 95% CI = 0.50-0.97), and having an advance directive (AOR = 0.71, 95% CI = 0.57-0.89). In contrast, living in a region with higher hospital care intensity (AOR = 2.16, 95% CI = 1.48-3.13) and black race (AOR = 2.02, 95% CI = 1.52-2.69) each doubled one's odds of undergoing an intensive procedure. CONCLUSION Individual characteristics and regional practice patterns are important determinants of intensive procedure use in the last 6 months of life. The effect of nonclinical factors highlights the need to better align treatments with individual preferences.
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Affiliation(s)
- Evan C Tschirhart
- Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
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Chang DW, Brass EP. Patient and hospital-level characteristics associated with the use of do-not-resuscitate orders in patients hospitalized for sepsis. J Gen Intern Med 2014; 29:1256-62. [PMID: 24928264 PMCID: PMC4139525 DOI: 10.1007/s11606-014-2906-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Revised: 04/20/2014] [Accepted: 05/16/2014] [Indexed: 12/21/2022]
Abstract
BACKGROUND Identifying factors associated with do-not-resuscitate (DNR) orders is an informative step in developing strategies to improve their use. As such, a descriptive analysis of the factors associated with the use of DNR orders in the early and late phases of hospitalizations for sepsis was performed. METHODS A retrospective cohort of adult patients hospitalized for sepsis was identified using a statewide administrative database. DNR orders placed within 24 h of hospitalization (early DNR) and after 24 h of hospitalization (late DNR) were the primary outcome variables. Multivariable logistic regression analysis was used to identify patient, hospital, and healthcare system-related factors associated with the use of early and late DNR orders. RESULTS Among 77,329 patients hospitalized for sepsis, 27.5 % had a DNR order during their hospitalization. Among the cases with a DNR order, 75.5 % had the order within 24 h of hospitalization. Smaller hospital size and the absence of a teaching program increased the likelihood of an early DNR order being written. Additionally, greater patient age, female gender, White race, more medical comorbidities, Medicare payer status and admission from a skilled nursing facility were all significantly associated with the likelihood of having an early DNR. The strength of association between these factors and the use of late DNR orders was weaker. In contrast, the greater the burden of medical comorbidities, the more likely a patient was to receive a late DNR order. CONCLUSION Multiple patient, hospital, and healthcare system-related factors are associated with the use of DNR orders in sepsis, many of which appear to be independent of a patient's clinical status. Over the course of the hospitalization, the burden of medical illness shows a stronger association relative to other variables. The influence of these multi-level factors needs to be recognized in strategies to improve the use of DNR orders. .
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Affiliation(s)
- Dong W Chang
- Division of Respiratory and Critical Care Physiology and Medicine, Los Angeles Biomed Research Institute, Harbor-University of California Los Angeles Medical Center, Torrance, CA, USA,
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Tucker-Seeley RD, Abel GA, Uno H, Prigerson H. Financial hardship and the intensity of medical care received near death. Psychooncology 2014; 24:572-8. [PMID: 25052138 DOI: 10.1002/pon.3624] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2014] [Revised: 06/26/2014] [Accepted: 06/30/2014] [Indexed: 11/08/2022]
Abstract
BACKGROUND Although end-of-life (EOL) care can present a substantial financial burden for the household, the influence of this burden on the intensity of care received at the EOL remains unknown. The goal of this study was to determine the association between financial hardship and intensive care in the last week of life. METHODS The Coping with Cancer (CwC) Study is a longitudinal, multisite cohort study of terminally ill cancer patients and their informal caregivers, September 2002-February 2008. Patients (N = 281) were followed from baseline to death, a median of 4.4 months after baseline assessment. Intensive care was defined as the use of resuscitation and/or ventilation in the patient's last week of life. Financial hardship was measured at study baseline as a positive response to whether the household had to use all or most of their savings because of the family member's illness. RESULTS Twenty-nine percent reported financial hardship, and 9% received intensive EOL care. Patients reporting financial hardship had a 3.22 (95% CI: 1.38, 7.53) higher likelihood of receiving intensive EOL care compared with patients not reporting financial hardship. After adjusting for sociodemographic characteristics and patient preferences, patients reporting financial hardship had a 3.05 (95% CI: 1.22, 7.62) higher likelihood of receiving intensive EOL care. CONCLUSION The depletion of a family's financial resources is a significant predictor of intensive EOL care, over and above the influence of sociodemographic characteristics and patient preferences.
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Abstract
OBJECTIVES Although studies have shown regional and interhospital variability in the intensity of end-of-life care, few data are available assessing variability in specific aspects of palliative care in the ICU across hospitals or interhospital variability in family and nurse ratings of this care. Recently, relatively high family satisfaction with ICU end-of-life care has prompted speculation that ICU palliative care has improved over time, but temporal trends have not been documented. DESIGN/SETTING Retrospective cohort study of consecutive patients dying in the ICU in 13 Seattle-Tacoma-area hospitals between 2003 and 2008. MEASUREMENTS We examined variability over time and among hospitals in satisfaction and quality of dying assessed by family, quality of dying assessed by nurses, and chart-based indicators of palliative care. We used regression analyses adjusting for patient, family, and nurse characteristics. MAIN RESULTS Medical charts were abstracted for 3,065 of 3,246 eligible patients over a 55-month period. There were significant differences between hospitals for all chart-based indicators (p < 0.001), family satisfaction (p < 0.001), family-rated quality of dying (p = 0.03), and nurse-rated quality of dying (p = 0.003). There were few significant changes in these measures over time, although we found a significant increase in pain assessments in the last 24 hours of life (p < 0.001) as well as decreased documentation of family conferences (p < 0.001) and discussion of prognosis (p = 0.020) in the first 72 hours in the ICU. CONCLUSIONS We found significant interhospital variation in ratings and delivery of palliative care, consistent with prior studies showing variation in intensity of care at the end of life. We did not find evidence of temporal changes in most aspects of palliative care, family satisfaction, or nurse/family ratings of the quality of dying. With the possible exception of pain assessment, there is little evidence that the quality of palliative care has improved over the time period studied.
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Racial and ethnic variations in waiting times for emergency department visits related to nontraumatic dental conditions in the United States. J Am Dent Assoc 2013; 144:828-36. [DOI: 10.14219/jada.archive.2013.0195] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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He D, Mellor JM, Jankowitz E. Racial and ethnic disparities in the surgical treatment of acute myocardial infarction: the role of hospital and physician effects. Med Care Res Rev 2013; 70:287-309. [PMID: 23269575 DOI: 10.1177/1077558712468490] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Many studies document disparities between Blacks and Whites in the treatment of acute myocardial infarction on controlling for patient demographic factors and comorbid conditions. Other studies provide evidence of disparities between Hispanics and Whites in cardiac care. Such disparities may be explained by differences in the hospitals where minority and nonminority patients obtain treatment and by differences in the traits of physicians who treat minority and nonminority patients. We used 1997-2005 Florida hospital inpatient discharge data to estimate models of cardiac catheterization, percutaneous transluminal coronary angioplasty, and coronary artery bypass grafting in Medicare fee-for-service patients 65 years and older. Controlling for hospital fixed effects does not explain Black-White disparities in cardiac treatment but largely explains Hispanic-White disparities. Controlling for physician fixed effects accounts for some extent of the racial disparities in treatment and entirely explains the ethnic disparities in treatment.
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Affiliation(s)
- Daifeng He
- College of William and Mary, Williamsburg, VA 23187-8785, USA
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Thomas BA, Rodriguez RA, Boyko EJ, Robinson-Cohen C, Fitzpatrick AL, O'Hare AM. Geographic variation in black-white differences in end-of-life care for patients with ESRD. Clin J Am Soc Nephrol 2013; 8:1171-8. [PMID: 23580783 DOI: 10.2215/cjn.06780712] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Patterns of end-of-life care among patients with ESRD differ by race. Whether the magnitude of racial differences in end-of-life care varies across regions is not known. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS This observational cohort study used data from the US Renal Data System and regional health care spending patterns from the Dartmouth Atlas of Healthcare. The cohort included 101,331 black and white patients 18 years and older who initiated chronic dialysis or received a kidney transplant between June 1, 2005, and September 31, 2008, and died before October 1, 2009. Black-white differences in the odds of in-hospital death, dialysis discontinuation, and hospice referral by quintile of end-of-life expenditure index (EOL-EI) were examined. RESULTS In adjusted analyses, the odds ratios for dialysis discontinuation for black versus white patients ranged from 0.47 (95% confidence interval=0.43 to 0.51) in the highest quintile of EOL-EI to 0.63 (95% confidence interval=0.54 to 0.74) in the lowest quintile (P for interaction<0.001). Hospice referral ranged from 0.55 (95% confidence interval=0.50 to 0.60) in the highest quintile of EOL-EI to 0.82 (95% confidence interval=0.69 to 0.96) in the lowest quintile (P for interaction<0.001). The association of race with in-hospital death also differed in magnitude across quintiles of EOL-EI, ranging from 1.21 (95% confidence interval=1.08 to 1.35) in the highest quintile of EOL-EI to 1.47 (95% confidence interval=1.27 to 1.71) in the second quintile (P for interaction<0.001). CONCLUSIONS There are pronounced black-white differences in patterns of hospice referral and dialysis discontinuation among patients with ESRD that vary substantially across regions of the United States.
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Affiliation(s)
- Bernadette A Thomas
- Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington 98195, USA.
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Fletcher JJ, Morgenstern LB, Lisabeth LD, Sánchez BN, Skolarus LE, Smith MA, Garcia NM, Zahuranec DB. A population-based analysis of ethnic differences in admission to the intensive care unit after stroke. Neurocrit Care 2012; 17:348-53. [PMID: 22892883 DOI: 10.1007/s12028-012-9770-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
BACKGROUND Mexican-Americans (MAs) have shown lower post-stroke mortality compared to non-hispanic whites (NHWs). Limited evidence suggests race/ethnic differences exist in intensive care unit (ICU) admissions following stroke. Our objective was to investigate the association of ethnicity with admission to the ICU following stroke. METHODS Cases of intracerebral hemorrhage and acute ischemic stroke were prospectively ascertained as part of the Brain Attack Surveillance in Corpus Christi (BASIC) project for the period of January 2000 through December 2009. Logistic regression models fitted within the generalized additive model framework were used to test associations between ethnicity and ICU admission and potential confounders. An interaction term between age and ethnicity was investigated in the final model. RESULTS A total 1,464 cases were included in analysis. MAs were younger, more likely to have diabetes, and less likely to have atrial fibrillation, health insurance, or high school diploma than NHWs. On unadjusted analysis, there was a trend toward MAs being more likely to be admitted to ICU than NHWs (34.6 vs 30.3 %; OR = 1.22; 95 % CI 0.98-1.52; p = 0.08). However, on adjusted analysis, no overall association between MA ethnicity and ICU admission (OR = 1.13; 95 % CI 0.85-1.50) was found. When an interaction term for age and ethnicity was added to this model, there was only borderline evidence for effect modification by age of the ethnicity/ICU relationship (p = 0.16). CONCLUSIONS No overall association between ethnicity and ICU admission was observed in this community. ICU utilization alone does not likely explain ethnic differences in survival following stroke between MAs and NHWs.
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Affiliation(s)
- Jeffrey J Fletcher
- Department of Neurosurgery, University of Michigan Medical School, Ann Arbor, MI, USA
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Variation in the care of septic shock: The impact of patient and hospital characteristics. J Crit Care 2012; 27:329-36. [DOI: 10.1016/j.jcrc.2011.12.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Revised: 11/24/2011] [Accepted: 12/06/2011] [Indexed: 12/15/2022]
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Kelley AS, Ettner SL, Morrison RS, Du Q, Sarkisian CA. Disability and decline in physical function associated with hospital use at end of life. J Gen Intern Med 2012; 27:794-800. [PMID: 22382455 PMCID: PMC3378753 DOI: 10.1007/s11606-012-2013-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2011] [Revised: 12/28/2011] [Accepted: 01/30/2012] [Indexed: 11/28/2022]
Abstract
BACKGROUND Hospital use near the end of life is often undesirable to patients, represents considerable Medicare cost, and varies widely across regions. OBJECTIVE To concurrently examine regional and patient factors, including disability and functional decline, associated with end-of-life hospital use. DESIGN/PARTICIPANTS We sampled decedents aged 65 and older (n = 2,493) from the Health and Retirement Study (2000-2006), and linked data from individual Medicare claims and the Dartmouth Atlas of Health Care. Two-part regression models estimated the relationship between total hospital days in the last 6 months and patient characteristics including physical function, while adjusting for regional resources and hospital care intensity (HCI). KEY RESULTS Median hospital days was 7 (range = 0-183). 53% of respondents had functional decline. Compared with decedents without functional decline, those with severe disability or decline had more regression-adjusted hospital days (range 3.47-9.05, depending on category). Dementia was associated with fewer days (-3.02); while chronic kidney disease (2.37), diabetes (2.40), stroke or transient ischemic attack (2.11), and congestive heart failure (1.74) were associated with more days. African Americans and Hispanics had more days (5.91 and 4.61, respectively). Those with family nearby had 1.62 fewer days and hospice enrollees had 1.88 fewer days. Additional hospital days were associated with urban residence (1.74) and residence in a region with more specialists (1.97) and higher HCI (2.27). CONCLUSIONS Functional decline is significantly associated with end-of-life hospital use among older adults. To improve care and reduce costs, health care programs and policies should address specific needs of patients with functional decline and disability.
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Affiliation(s)
- Amy S Kelley
- Brookdale Department of Geriatrics and Palliative Medicine, Mount Sinai School of Medicine, New York, NY 10029, USA.
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White K, Haas JS, Williams DR. Elucidating the role of place in health care disparities: the example of racial/ethnic residential segregation. Health Serv Res 2012; 47:1278-99. [PMID: 22515933 PMCID: PMC3417310 DOI: 10.1111/j.1475-6773.2012.01410.x] [Citation(s) in RCA: 213] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE To develop a conceptual framework for investigating the role of racial/ethnic residential segregation on health care disparities. DATA SOURCES AND SETTINGS Review of the MEDLINE and the Web of Science databases for articles published from 1998 to 2011. STUDY DESIGN The extant research was evaluated to describe mechanisms that shape health care access, utilization, and quality of preventive, diagnostic, therapeutic, and end-of-life services across the life course. PRINCIPAL FINDINGS The framework describes the influence of racial/ethnic segregation operating through neighborhood-, health care system-, provider-, and individual-level factors. Conceptual and methodological issues arising from limitations of the research and complex relationships between various levels were identified. CONCLUSIONS Increasing evidence indicates that racial/ethnic residential segregation is a key factor driving place-based health care inequalities. Closer attention to address research gaps has implications for advancing and strengthening the literature to better inform effective interventions and policy-based solutions.
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Affiliation(s)
- Kellee White
- Department of Epidemiology and Biostatistics, University of South Carolina-Arnold School of Public Health, Columbia, SC 29208, USA.
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Miesfeldt S, Murray K, Lucas L, Chang CH, Goodman D, Morden NE. Association of age, gender, and race with intensity of end-of-life care for Medicare beneficiaries with cancer. J Palliat Med 2012; 15:548-54. [PMID: 22468739 DOI: 10.1089/jpm.2011.0310] [Citation(s) in RCA: 107] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
PURPOSE To measure intensity of end-of-life (EOL) care for Medicare cancer patients and variations in care by age, gender, and race. PATIENTS AND METHODS This retrospective cohort analysis of Medicare claims (20% sample) examined 235,821 Medicare Parts A and B fee-for-service patients dying with poor-prognosis cancers between 2003 and 2007. Logistic regression models quantified associations between care intensity and age, gender, and race. Measures included hospitalizations, emergency department (ED) visits, intensive care unit (ICU) admissions, in-hospital deaths, late-life chemotherapy administration, overall and late hospice enrollment within six months of death. RESULTS Within 30 days of death, 61.3% of patients were hospitalized, 10.2% were hospitalized more than once, 10.2% visited an ED more than once, 23.7% had ICU admissions, and 28.8% died in-hospital. Within two weeks of death, 6% received chemotherapy. In their final six months, 55.2% accessed hospice, 15.1% within three days of death. Older age (≥75 versus <75) was associated with lower odds ratios (ORs) of 0.49 to 0.89 for aggressive care, and an OR of 0.92 (95% CI 0.89-0.95) for late hospice enrollment. Female gender was associated with lower ORs (0.82 to 0.86) for aggressive care, and an OR of 0.84 (95% CI 0.81-0.86) for late hospice enrollment. Black (versus nonblack) race was associated with higher ORs (1.08 to 1.38) for aggressive acute care, lower ORs for late chemotherapy, OR 0.76 (95% CI 0.71-0.81), and late hospice enrollment, OR 0.81 (95% CI 0.76-0.86). CONCLUSIONS Seniors dying with poor-prognosis cancer experience high-intensity care with rates varying by age, gender, and race.
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Affiliation(s)
- Susan Miesfeldt
- Maine Medical Center Research Institute, Maine Medical Center, Portland, Maine, USA.
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A randomized trial of the effect of patient race on physicians' intensive care unit and life-sustaining treatment decisions for an acutely unstable elder with end-stage cancer. Crit Care Med 2011; 39:1663-9. [PMID: 21460710 DOI: 10.1097/ccm.0b013e3182186e98] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To test whether hospital-based physicians made different intensive care unit and life-sustaining treatment decisions for otherwise identical black and white patients with end-stage cancer and life-threatening hypoxia. DESIGN We conducted a randomized trial of the relationship between patient race and physician treatment decisions using high-fidelity simulation. We counterbalanced the effects of race and case by randomly alternating their order using a table of random permutations. Physicians completed two simulation encounters with black and white patient simulator patients with prognostically identical end-stage gastric or pancreatic cancer and life-threatening hypoxia and hypotension, followed by a self-administered survey of beliefs regarding treatment preferences by race. We conducted within-subjects analysis of each physician's matched-pair simulation encounters, adjusting for order and case effects, and between-subjects analysis of physicians' first encounter, adjusting for case. SETTING Peter M. Winter Institute for Simulation Education and Research at the University of Pittsburgh, Pennsylvania. SUBJECTS Thirty-three hospital-based attending physicians, including 12 emergency physicians, eight hospitalists, and 13 intensivists from Allegheny County, Pennsylvania. INTERVENTION Race of patient simulator. MEASUREMENTS AND MAIN RESULTS Measurements included physician treatment decisions recorded during the simulation and documented in the chart and beliefs about treatment preference by race. When faced with a black vs. a white patient, physicians did not differ in their elicitation of intubation preferences (within-subject comparison, 28/32 [88%] vs. 28/32 [88%]; p = .589; between-subject comparison, 13/17 [87%] vs. 13/17 [76%]; p = .460), intensive care unit admission (within-subject comparison, 14/32 [44%] vs. 12/32 [38%]; p = .481; between-subject comparison, 8/15 (53%) vs. 7/17 (41%); p = .456), intubation (within-subject comparison, 5/32 [16%] vs. 4/32 [13%]; p = .567; between-subject comparison: 1/15 [7%] vs. 4/17 [24%]; p = .215), or initiation of comfort measures only (within-subject comparison: 16/32 [50%] vs. 19/32 [59%]; p = .681; between-subject comparison: 6/15 [40%] vs. 8/17 [47%]; p = .679). Physicians believed that a black patient with end-stage cancer was more likely than a similar white patient to prefer potentially life-prolonging chemotherapy over treatment focused on palliation (67% vs. 64%; z = -1.79; p = .07) and to want mechanical ventilation for 1 wk of life extension (43% vs. 34%; z = -2.93; p = .003), and less likely to want a do-not-resuscitate order if hospitalized (51% vs. 60%; z = 3.03; p = .003). CONCLUSIONS In this exploratory study, hospital-based physicians did not make different treatment decisions for otherwise identical terminally ill black and white elders despite believing that black patients are more likely to prefer intensive life-sustaining treatment, and they grossly overestimated the preference for intensive treatment for both races.
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Greysen SR, Siegel B, Sears V, Solomon A, Jones K, Bradley EH. Residents' awareness of racial and ethnic disparities in cardiovascular care. J Grad Med Educ 2011; 3:417-20. [PMID: 22942977 PMCID: PMC3179245 DOI: 10.4300/jgme-d-10-00190.1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2010] [Revised: 03/28/2011] [Accepted: 03/28/2011] [Indexed: 11/06/2022] Open
Abstract
PURPOSE To characterize attitudes of residents toward racial/ethnic disparities in health care and to explore the effect of a simple intervention to improve awareness of these disparities. METHODS The authors surveyed residents in internal and emergency medicine rotating through the Coronary Care Unit of a major teaching hospital about their attitudes toward disparities in cardiovascular care before and after an intervention that fostered discussion of evidence for the existence of disparities, possible causes of disparities, and clinically focused approaches to quality improvement tailored to the residents' practice environment. RESULTS Before the intervention, 35% of residents agreed that racial/ethnic disparities might occur for patients within the US health care system in general, and only 7% agreed that patients they personally treated might experience racial/ethnic disparities in healthcare. These proportions increased significantly after the intervention: 85% agreement at level of US health care system and 32% at the level of individual practice (P < .001). Changes in awareness did not differ by sex, postgraduate year of training, race/ethnicity, reported prior diversity training, or plans to subspecialize. CONCLUSION Awareness of racial/ethnic disparities in care among residents remains low, particularly at the level of individual practice, but is amenable to intervention.
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Affiliation(s)
- S. Ryan Greysen
- Corresponding author: S. Ryan Greysen, MD, MHS, MA, University of California, San Francisco 533 Parnassus Ave, Box 0131, San Francisco, CA 94143, office: (415) 476-5929; fax: (415) 476-4818,
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Race and timeliness of transfer for revascularization in patients with acute myocardial infarction. Med Care 2011; 49:662-7. [PMID: 21677592 DOI: 10.1097/mlr.0b013e31821d98b2] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
OBJECTIVES Patients with acute myocardial infarction (AMI) who are admitted to hospitals without coronary revascularization are frequently transferred to hospitals with this capability. We sought to determine whether the timeliness of hospital transfer and quality of destination hospitals differed between black and white patients. METHODS We evaluated all white and black Medicare beneficiaries admitted with AMI at nonrevascularization hospitals in 2006 who were transferred to a revascularization hospital. We compared hospital length of stay before transfer and the transfer destination's 30-day risk-standardized mortality rate for AMI between black and white patients. We used hierarchical regression to adjust for patient characteristics and examine within and across-hospital effects of race on 30-day mortality and length of stay before transfer. RESULTS A total of 25,947 (42%) white and 2345 (37%) black patients with AMI were transferred from 857 urban and 774 rural nonrevascularization hospitals to 928 revascularization hospitals. Median (interquartile range) length of stay before transfer was 1 day (1 to 3 d) for white patients and 2 days (1 to 4 d) for black patients (P<0.001). In adjusted models, black patients tended to be transferred more slowly than white patients, a finding because of both across and within-hospital effects. For example, within a given urban hospital, black patients were transferred an additional 0.24 days (95% confidence interval 0.03-0.44 d) later than white patients. In addition, the lengths of stay before transfer for all patients at urban hospitals increased by 0.37 days (95% confidence interval 0.28-0.47 d) for every 20% increase in the proportion of AMI patients who were black. These results were attenuated in rural hospitals. The risk-standardized mortality rate of the revascularization hospital to which patients were ultimately sent did not differ between black and white patients. CONCLUSIONS Black patients are transferred more slowly to revascularization hospitals after AMI than white patients, resulting from both less timely transfers within hospitals and admission to hospitals with greater delays in transfer; however, 30-day mortality of the revascularization hospital to which both groups were sent to appeared similar. Race-based delays in transfer may contribute to known racial disparities in outcomes of AMI.
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Health-care system distrust in the intensive care unit. J Crit Care 2011; 27:3-10. [PMID: 21715134 DOI: 10.1016/j.jcrc.2011.04.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2011] [Revised: 03/11/2011] [Accepted: 04/29/2011] [Indexed: 11/21/2022]
Abstract
PURPOSE To examine the performance and properties of the Revised Health Care System Distrust Scale among surrogates in the intensive care unit (ICU). MATERIALS AND METHODS Pilot, prospective cohort study of 50 surrogates of adult, mechanically ventilated patients surveyed on days 1, 3, and 7 of ICU admission. RESULTS Responses on the Health Care System Distrust Scale on day 1 ranged from 9 to 34 (possible range 9-45, with higher scores indicating more distrust), with a mean and SD of 20.3 ± 6.9. Factor analysis demonstrated a 2-factor structure, corresponding to the domains of values and competence. Cronbach α for the overall scale was .83, for the competence subscale, .76, and for the values subscale, .74. Health-care system distrust was inversely correlated with trust in ICU physicians (Pearson coefficient -.63). When evaluated over the course of each patient's ICU stay, health-care system distrust ratings decreased by 0.31 per patient-day (95% CI 0.55-0.06, P = .015). Correlation between health-care system distrust and trust in ICU physicians decreased slightly over time. CONCLUSIONS Among surrogates in the ICU, the Health Care System Distrust Scale has high internal consistency and convergent validity. There was substantial variability in surrogates' trust in the health-care system.
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Ohta B, Kronenfeld JJ. Intensity of acute care services at the end of life: nonclinical determinants of treatment variation in an older adult population. J Palliat Med 2011; 14:722-8. [PMID: 21548789 DOI: 10.1089/jpm.2010.0360] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Technological advances in medicine have led to increasing complexity in health care decision making, and subsequently, greater opportunity for variation in the delivery of end-of-life care. Factors such as age, race/ethnicity, physician and hospital system characteristics, and geographic location have been found to be strong predictors of variation in acute interventions before death, even when controlling for medical acuity. The study presented here explores factors affecting health care utilization at end of life for a hospitalized older adult population in a major metropolitan area of Arizona. The study results reveal that effects of age, minority status, health plan, and hospital characteristics all affect hospital utilization and intensity of care above and beyond clinical factors.
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Affiliation(s)
- Brenda Ohta
- New York University Medical Center, New York, New York 10016, USA.
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Patient and healthcare professional factors influencing end-of-life decision-making during critical illness: A systematic review*. Crit Care Med 2011; 39:1174-89. [DOI: 10.1097/ccm.0b013e31820eacf2] [Citation(s) in RCA: 159] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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81
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Race and ethnicity in the intensive care unit: what do we know and where are we going? Crit Care Med 2011; 39:579-80. [PMID: 21330852 DOI: 10.1097/ccm.0b013e31820a85be] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Muni S, Engelberg RA, Treece PD, Dotolo D, Curtis JR. The influence of race/ethnicity and socioeconomic status on end-of-life care in the ICU. Chest 2011; 139:1025-1033. [PMID: 21292758 DOI: 10.1378/chest.10-3011] [Citation(s) in RCA: 154] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND There is conflicting evidence about the influence of race/ethnicity on the use of intensive care at the end of life, and little is known about the influence of socioeconomic status. METHODS We examined patients who died in the ICU in 15 hospitals. Race/ethnicity was assessed as white and nonwhite. Socioeconomic status included patient education, health insurance, and income by zip code. To explore differences in end-of-life care, we examined the use of (1) advance directives, (2) life-sustaining therapies, (3) symptom management, (4) communication, and (5) support services. RESULTS Medical charts were abstracted for 3,138/3,400 patients of whom 2,479 (79%) were white and 659 (21%) were nonwhite (or Hispanic). In logistic regressions adjusted for patient demographics, socioeconomic factors, and site, nonwhite patients were less likely to have living wills (OR, 0.41; 95% CI, 0.32-0.54) and more likely to die with full support (OR, 1.59; 95% CI, 1.30-1.94). In documentation of family conferences, nonwhite patients were more likely to have documentation that prognosis was discussed (OR, 1.47; 95% CI, 1.21-1.77) and that physicians recommended withdrawal of life support (OR, 1.57; 95% CI, 1.11-2.21). Nonwhite patients also were more likely to have discord documented among family members or with clinicians (OR, 1.49; 95% CI, 1.04-2.15). Socioeconomic status did not modify these associations and was not a consistent predictor of end-of-life care. CONCLUSIONS We found numerous racial/ethnic differences in end-of-life care in the ICU that were not influenced by socioeconomic status. These differences could be due to treatment preferences, disparities, or both. Improving ICU end-of-life care for all patients and families will require a better understanding of these issues. TRIAL REGISTRY ClinicalTrials.gov; No.: NCT00685893; URL: www.clinicaltrials.gov.
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Affiliation(s)
- Sarah Muni
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of California, San Francisco, CA
| | - Ruth A Engelberg
- Harborview Medical Center and the Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, WA
| | - Patsy D Treece
- Harborview Medical Center and the Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, WA
| | - Danae Dotolo
- Harborview Medical Center and the Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, WA
| | - J Randall Curtis
- Harborview Medical Center and the Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, WA.
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Armstrong K, Randall TC, Polsky D, Moye E, Silber JH. Racial differences in surgeons and hospitals for endometrial cancer treatment. Med Care 2011; 49:207-14. [PMID: 21150796 PMCID: PMC3332036 DOI: 10.1097/mlr.0b013e3182019123] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE To determine whether (1) black and white women with endometrial cancer were treated by different surgical specialties and in different types of hospitals and (2) differences in specialty and hospital type contributed to racial differences in survival. METHODS Retrospective cohort study of 12,307 women aged 65 years and older who underwent surgical treatment of endometrial cancer between 1991 and 1999 in the 11 Surveillance Epidemiology and End Results registries. RESULTS Black women were more likely to have a gynecologic oncologist to perform their surgery and to be treated at hospitals that were higher volume, larger, teaching, National Cancer Institute centers, urban, and where a greater proportion of the surgeries were performed by a gynecologic oncologist. In unadjusted models, black women were over twice as likely as white women who died because of cancer (hazards ratio [HR]: 2.33), but nearly all of the initial racial difference in survival was explained by differences in cancer stage, and grade as well as age and comorbidities at presentation (adjusted HR: 1.10). Surgical specialty was not associated with survival and, of the hospital characteristics studied, only surgical volume was associated with survival (P < 0.005). Adjusting for hospital characteristics did not change the racial difference in survival (HR: 1.10). Adjustment for the specific hospital where the woman was treated eliminated the association between race and surgeon specialty and slightly widened the residual racial difference in survival (HR: 1.23 vs. 1.10). CONCLUSIONS In contrast to several studies suggesting that blacks with breast cancer, colon cancer, or cardiovascular disease are treated in hospitals with lower quality indicators, black women diagnosed with endometrial cancer in Surveillance Epidemiology and End Results regions between 1991 and 1999 were more likely to be treated by physicians with advanced training and in high volume, large, urban, teaching hospitals. However, except for a modest association with hospital surgical volume, these provider and hospital characteristics were largely unrelated to survival for women with endometrial cancer. The great majority of the difference in survival was explained by differences in tumor and clinical characteristics at presentation.
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Affiliation(s)
- Katrina Armstrong
- Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, PA, USA.
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Kelley AS, Morrison RS, Wenger NS, Ettner SL, Sarkisian CA. Determinants of treatment intensity for patients with serious illness: a new conceptual framework. J Palliat Med 2010; 13:807-13. [PMID: 20636149 DOI: 10.1089/jpm.2010.0007] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Research during the past few decades has greatly advanced our understanding of the cost, quality, and variability of medical care at the end of life. The current health-care policy debate has focused considerable attention on the unsustainable rate of spending and wide regional variation associated with medical treatments in the last year of life. New initiatives aim to standardize quality and reduce over-utilization at the end of life. We argue, however, that focusing exclusively on medical treatment at the end of life is not likely to lead to effective health-care policy reform or reduce costs. Specifically, end-of-life policy initiatives face the challenges of political feasibility, inaccurate prognostication, and gaps in the existing literature. OBJECTIVES With the ultimate aim of improving the quality and efficiency of care, we propose a research and policy agenda guided by a new conceptual framework of factors associated with treatment intensity for patients with serious and complicated medical illness. This model not only expands the population of interest to include all adults with serious illness, but also provides a blueprint for the thorough investigation of the diverse and interconnected determinants of treatment intensity. CONCLUSIONS The new conceptual framework presented in this paper can be used to develop future research and policy initiatives designed to improve the quality and efficiency of care for adults with serious illness.
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Affiliation(s)
- Amy S Kelley
- Brookdale Department of Geriatrics and Palliative Medicine, Mount Sinai School of Medicine, New York, New York 10029, USA.
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Mitchell BL, Mitchell LC. Review of the literature on cultural competence and end-of-life treatment decisions: the role of the hospitalist. J Natl Med Assoc 2010; 101:920-6. [PMID: 19806850 DOI: 10.1016/s0027-9684(15)31040-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE To determine whether any associations exist between cultural (racial/ethnic, spiritual/religious) competence and end-of-life treatment decisions in hospitalized patients and the potential impact of those associations on hospitalists' provision of care. DATA SOURCES AND METHODS MEDLINE, PubMed, Embase, Psychlnfo, and CINAHL databases were searched using the following search terms: cultural competence, race, ethnicity, minority, African American, Hispanic, end of life, palliative care, advanced care planning, inpatient, religion, spirituality, faith, hospitalist, and hospice. We identified studies in which spirituality/religion or race/ethnicity was used as a variable to study their potential impact on end-of-life treatment decisions in hospitalized patients. RESULTS In only 13 studies was spirituality/religion or race/ ethnicity used to study its effect on end-of-life decisions in hospitalized patients. African American patients tended to prefer the use of life-sustaining treatments at the end of life, and race/ethnicity did not appear to affect decisions to withhold or withdraw certain types of life-sustaining technology. Specific spiritual needs were identified both within and outside organized religions when members of those religions were hospitalized at the end of life. CONCLUSIONS End-of-life care may present unique challenges and opportunities in culturally discordant hospitalist-patient relationships. Culturally competent health care in an increasingly diverse population requires awareness of the importance of culture, particularly spirituality/religion and race/ethnicity, in the care of hospitalized patients at the end of life.
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Affiliation(s)
- Bruce L Mitchell
- Division of Hospital Internal Medicine, Mayo Clinic, Jacksonville, FL 32224, USA.
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Wu SC, Chen JS, Wang HM, Hung YN, Liu TW, Tang ST. Determinants of ICU care in the last month of life for Taiwanese cancer decedents, 2001 to 2006. Chest 2010; 138:1071-7. [PMID: 20363837 DOI: 10.1378/chest.09-2662] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Use of the hospital ICU is rising rapidly for end-of-life care. The purpose of this population-based study was to determine the prevalence of ICU care in the last month of life of patients with cancer and the associations between ICU care and patient demographics, disease characteristics, physician specialty, hospital characteristics, and availability of health-care resources at the hospital and regional levels in Taiwan. METHODS This retrospective cohort study used administrative data for 204,850 cancer decedents from 2001 to 2006. RESULTS Rates of hospital ICU care in the last month of life did not change significantly from 2001 to 2006 (11.27%-12.71%). ICU use in the last month of life was more likely for single male patients aged < 65 years who had hematologic malignancies or esophageal cancer and more comorbidities or a nononcologist as primary-care physician. Patients with cancer were one-third less likely to use ICU care in their last month of life if they received care in a private hospital than if they were cared for in a public hospital. Patient propensity to receive ICU care in the last month of life was positively associated with increasing quartile of total hospital beds in their primary hospital's region. CONCLUSIONS Slightly more than one-tenth of Taiwanese patients with cancer received ICU care in their last month of life. ICU use was strongly influenced by receiving care in hospitals and regions with abundant health-care resources. Resources should be devoted to ensure that ICU care at the end of life best meets patients' individual needs and interests.
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Affiliation(s)
- Shiao-Chi Wu
- Institute of Health and Welfare Policy, National Yang-Ming University, Kwei-Shan Tao-Yuan, Taiwan, Republic of China
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Mayr FB, Yende S, D'Angelo G, Barnato AE, Kellum JA, Weissfeld L, Yealy DM, Reade MC, Milbrandt EB, Angus DC. Do hospitals provide lower quality of care to black patients for pneumonia? Crit Care Med 2010; 38:759-65. [PMID: 20009756 PMCID: PMC3774066 DOI: 10.1097/ccm.0b013e3181c8fd58] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Recent studies reported lower quality of care for black vs. white patients with community-acquired pneumonia and suggested that disparities persist at the individual hospital level. We examined racial differences in emergency department and intensive care unit care processes to determine whether differences persist after adjusting for case-mix and variation in care across hospitals. DESIGN Prospective, observational cohort study. SETTING Twenty-eight U.S. hospitals. PATIENTS Patients with community-acquired pneumonia: 1738 white and 352 black patients. INTERVENTIONS None. MEASUREMENTS We compared care quality based on antibiotic receipt within 4 hrs and adherence to American Thoracic Society antibiotic guidelines, and intensity based on intensive care unit admission and mechanical ventilation use. Using random effects and generalized estimating equations models, we adjusted for case-mix and clustering of racial groups within hospitals and estimated odds ratios for differences in care within and across hospitals. MAIN RESULTS Black patients were less likely to receive antibiotics within 4 hrs (odds ratio, 0.55; 95% confidence interval, 0.43-0.70; p < .001) and less likely to receive guideline-adherent antibiotics (odds ratio, 0.72; 95% confidence interval, 0.57-0.91; p = .006). These differences were attenuated after adjusting for casemix (odds ratio, 0.59; 95% confidence interval; 0.46-0.76 and 0.84; 95% confidence interval, 0.66 -1.09). Within hospitals, black and white patients received similar care quality (odds ratio, 1; 95% confidence interval, 0.97-1.04 and 1; 95% confidence interval, 0.97-1.03). However, hospitals that served a greater proportion of black patients were less likely to provide timely antibiotics (odds ratio, 0.84; 95% confidence interval, 0.78-0.90). Black patients were more likely to receive mechanical ventilation (odds ratio, 1.57; 95% confidence interval, 1.02-2.42; p = .042). Again, within hospitals, black and white subjects were equally likely to receive mechanical ventilation (odds ratio, 1; 95% confidence interval, .94-1.06) and hospitals that served a greater proportion of black patients were more likely to institute mechanical ventilation (odds ratio, 1.13; 95% confidence interval, 1.02-1.25). CONCLUSIONS Black patients appear to receive lower quality and higher intensity of care in crude analyses. However, these differences were explained by different case-mix and variation in care across hospitals. Within the same hospital, no racial differences in care were observed.
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Affiliation(s)
- Florian B Mayr
- Clinical Research, Investigation, and Systems Modeling of Acute Illness Laboratory, Department of Critical Care Medicine, Graduate School of Pubic Health, University of Pittsburgh, Pittsburgh, PA, USA
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Park CY, Lee MA, Epstein AJ. Variation in emergency department wait times for children by race/ethnicity and payment source. Health Serv Res 2009; 44:2022-39. [PMID: 19732167 PMCID: PMC2796312 DOI: 10.1111/j.1475-6773.2009.01020.x] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To quantify the variation in emergency department (ED) wait times by patient race/ethnicity and payment source, and to divide the overall association into between- and within-hospital components. DATA SOURCE 2005 and 2006 National Hospital Ambulatory Medical Care Surveys. STUDY DESIGN Linear regression was used to analyze the independent associations between race/ethnicity, payment source, and ED wait times in a pooled cross-sectional design. A hybrid fixed effects specification was used to measure the between- and within-hospital components. DATA EXTRACTION METHODS Data were limited to children under 16 years presenting at EDs. PRINCIPAL RESULTS Unadjusted and adjusted ED wait times were significantly longer for non-Hispanic black and Hispanic children than for non-Hispanic white children. Children in EDs with higher shares of non-Hispanic black and Hispanic children waited longer. Moreover, Hispanic children waited 10.4 percent longer than non-Hispanic white children when treated at the same hospital. ED wait times for children did not vary significantly by payment source. CONCLUSIONS There are sizable racial/ethnic differences in children's ED wait times that can be attributed to both the racial/ethnic mix of children in EDs and to differential treatment by race/ethnicity inside the ED.
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Affiliation(s)
- Christine Y Park
- Division of Health Policy and Administration, Yale University School of Public Health, 60 College Street, New Haven, CT 06510, USA
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Loggers ET, Maciejewski PK, Paulk E, DeSanto-Madeya S, Nilsson M, Viswanath K, Wright AA, Balboni TA, Temel J, Stieglitz H, Block S, Prigerson HG. Racial differences in predictors of intensive end-of-life care in patients with advanced cancer. J Clin Oncol 2009; 27:5559-64. [PMID: 19805675 DOI: 10.1200/jco.2009.22.4733] [Citation(s) in RCA: 166] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Black patients are more likely than white patients to receive life-prolonging care near death. This study examined predictors of intensive end-of-life (EOL) care for black and white advanced cancer patients. PATIENTS AND METHODS Three hundred two self-reported black (n = 68) and white (n = 234) patients with stage IV cancer and caregivers participated in a US multisite, prospective, interview-based cohort study from September 2002 to August 2008. Participants were observed until death, a median of 116 days from baseline. Patient-reported baseline predictors included EOL care preference, physician trust, EOL discussion, completion of a Do Not Resuscitate (DNR) order, and religious coping. Caregiver postmortem interviews provided information regarding EOL care received. Intensive EOL care was defined as resuscitation and/or ventilation followed by death in an intensive care unit. RESULTS Although black patients were three times more likely than white patients to receive intensive EOL care (adjusted odds ratio [aOR] = 3.04, P = .037), white patients with a preference for this care were approximately three times more likely to receive it (aOR = 13.20, P = .008) than black patients with the same preference (aOR = 4.46, P = .058). White patients who reported an EOL discussion or DNR order did not receive intensive EOL care; similar reports were not protective for black patients (aOR = 0.53, P = .460; and aOR = 0.65, P = .618, respectively). CONCLUSION White patients with advanced cancer are more likely than black patients with advanced cancer to receive the EOL care they initially prefer. EOL discussions and DNR orders are not associated with care for black patients, highlighting a need to improve communication between black patients and their clinicians.
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Affiliation(s)
- Elizabeth Trice Loggers
- Department of MedicalOncology, Center for Psycho-Oncology and Palliative Care Research, Dana-Farber Cancer Institute Boston, MA 02114, USA
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Chan PS, Nichol G, Krumholz HM, Spertus JA, Jones PG, Peterson ED, Rathore SS, Nallamothu BK. Racial differences in survival after in-hospital cardiac arrest. JAMA 2009; 302:1195-201. [PMID: 19755698 PMCID: PMC2795316 DOI: 10.1001/jama.2009.1340] [Citation(s) in RCA: 133] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
CONTEXT Racial differences in survival have not been previously studied after in-hospital cardiac arrest, an event for which access to care is not likely to influence treatment. OBJECTIVES To estimate racial differences in survival for patients with in-hospital cardiac arrests and examine the association of sociodemographic and clinical factors and the admitting hospital with racial differences in survival. DESIGN, SETTING, AND PATIENTS Cohort study of 10,011 patients with cardiac arrests due to ventricular fibrillation or pulseless ventricular tachycardia enrolled between January 1, 2000, and February 29, 2008, at 274 hospitals within the National Registry of Cardiopulmonary Resuscitation. MAIN OUTCOME MEASURES Survival to hospital discharge; successful resuscitation from initial arrest and postresuscitation survival (secondary outcome measures). RESULTS Included were 1883 black patients (18.8%) and 8128 white patients (81.2%). Rates of survival to discharge were lower for black patients (25.2%) than for white patients (37.4%) (unadjusted relative rate [RR], 0.73; 95% confidence interval [CI], 0.67-0.79). Unadjusted racial differences narrowed after adjusting for patient characteristics (adjusted RR, 0.81 [95% CI, 0.75-0.88]; P < .001) and diminished further after additional adjustment for hospital site (adjusted RR, 0.89 [95% CI, 0.82-0.96]; P = .002). Lower rates of survival to discharge for blacks reflected lower rates of both successful resuscitation (55.8% vs 67.4% for whites; unadjusted RR, 0.84 [95% CI, 0.81-0.88]) and postresuscitation survival (45.2% vs 55.5% for whites; unadjusted RR, 0.85 [95% CI, 0.79-0.91]). Adjustment for the hospital site at which patients received care explained a substantial portion of the racial differences in successful resuscitation (adjusted RR, 0.92 [95% CI, 0.88-0.96]; P < .001) and eliminated the racial differences in postresuscitation survival (adjusted RR, 0.99 [95% CI, 0.92-1.06]; P = .68). CONCLUSIONS Black patients with in-hospital cardiac arrest were significantly less likely to survive to discharge than white patients, with lower rates of survival during both the immediate resuscitation and postresuscitation periods. Much of the racial difference was associated with the hospital center in which black patients received care.
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Affiliation(s)
- Paul S Chan
- Saint Luke's Mid America Heart Institute, Fifth Floor, 4401 Wornall Rd, Kansas City, MO 64111, USA.
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Tang ST, Wu SC, Hung YN, Chen JS, Huang EW, Liu TW. Determinants of aggressive end-of-life care for Taiwanese cancer decedents, 2001 to 2006. J Clin Oncol 2009; 27:4613-8. [PMID: 19704067 DOI: 10.1200/jco.2008.20.5096] [Citation(s) in RCA: 95] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE To assess the association between aggressiveness of end-of-life (EOL) care and patient demographics, disease characteristics, primary physician's specialty, hospital characteristics, and availability of health care resources at the hospital and regional levels in Taiwan for a cohort of 210,976 cancer decedents in 2001 to 2006. METHODS This retrospective cohort study examined administrative data. Aggressiveness of EOL care was examined by a composite measure adapted from Earle et al. Scores range from 0 to 6, with higher scores indicating more aggressive EOL care. RESULTS The mean composite score for aggressiveness of EOL care was 2.04 (mean) +/- 1.26 (standard deviation), increasing from 1.96 +/- 1.26 in 2001 to 2.10 +/- 1.26 in 2006. Each successive year of death significantly increased the composite score. Cancer decedents received more aggressive EOL care if they were male, younger, single, had a higher level of comorbidity, had more malignant and extensive diseases or hematologic malignancies, were cared for by oncologists, and received care in a hospital with a greater density of beds. CONCLUSION Controlling for patient demographics and cormorbidity burden, EOL care in Taiwan was more aggressive for patients with cancer with highly malignant and extensive diseases, for patients with oncologists as primary care providers, or in hospitals with abundant health care resources. Health policies should aim to ensure that all patients receive treatments that best meet their individual needs and interests and that resources are devoted to care that produces the greatest health benefits.
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Affiliation(s)
- Siew Tzuh Tang
- Chang Gung University, Graduate School of Nursing, 259 Wen-Hwa 1st Rd, Kwei-Shan, Tao-Yuan, Taiwan, 333, R.O.C.
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Barnato AE, Anthony DL, Skinner J, Gallagher PM, Fisher ES. Racial and ethnic differences in preferences for end-of-life treatment. J Gen Intern Med 2009; 24:695-701. [PMID: 19387750 PMCID: PMC2686762 DOI: 10.1007/s11606-009-0952-6] [Citation(s) in RCA: 268] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2007] [Revised: 10/09/2008] [Accepted: 02/27/2009] [Indexed: 10/20/2022]
Abstract
BACKGROUND Studies using local samples suggest that racial minorities anticipate a greater preference for life-sustaining treatment when faced with a terminal illness. These studies are limited by size, representation, and insufficient exploration of sociocultural covariables. OBJECTIVE To explore racial and ethnic differences in concerns and preferences for medical treatment at the end of life in a national sample, adjusting for sociocultural covariables. DESIGN Dual-language (English/Spanish), mixed-mode (telephone/mail) survey. PARTICIPANTS A total of 2,847 of 4,610 eligible community-dwelling Medicare beneficiaries age 65 or older on July 1, 2003 (62% response). MEASUREMENTS Demographics, education, financial strain, health status, social networks, perceptions of health-care access, quality, and the effectiveness of mechanical ventilation (MV), and concerns and preferences for medical care in the event the respondent had a serious illness and less than 1 year to live. RESULTS Respondents included 85% non-Hispanic whites, 4.6% Hispanics, 6.3% blacks, and 4.2% "other" race/ethnicity. More blacks (18%) and Hispanics (15%) than whites (8%) want to die in the hospital; more blacks (28%) and Hispanics (21.2%) than whites (15%) want life-prolonging drugs that make them feel worse all the time; fewer blacks (49%) and Hispanics (57%) than whites (74%) want potentially life-shortening palliative drugs, and more blacks (24%, 36%) and Hispanics (22%, 29%) than whites (13%, 21%) want MV for life extension of 1 week or 1 month, respectively. In multivariable analyses, sociodemographic variables, preference for specialists, and an overly optimistic belief in the effectiveness of MV explained some of the greater preferences for life-sustaining drugs and mechanical ventilation among non-whites. Black race remained an independent predictor of concern about receiving too much treatment [adjusted OR = 2.0 (1.5-2.7)], preference for dying in a hospital [AOR = 2.3 (1.6-3.2)], receiving life-prolonging drugs [1.9 (1.4-2.6)], MV for 1 week [2.3 (1.6-3.3)] or 1 month's [2.1 (1.6-2.9)] life extension, and a preference not to take potentially life-shortening palliative drugs [0.4 (0.3-0.5)]. Hispanic ethnicity remained an independent predictor of preference for dying in the hospital [2.2 (1.3-4.0)] and against potentially life-shortening palliative drugs [0.5 (0.3-0.7)]. CONCLUSIONS Greater preference for intensive treatment near the end of life among minority elders is not explained fully by confounding sociocultural variables. Still, most Medicare beneficiaries in all race/ethnic groups prefer not to die in the hospital, to receive life-prolonging drugs that make them feel worse all the time, or to receive MV.
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Affiliation(s)
- Amber E Barnato
- Center for Research on Health Care, University of Pittsburgh, 200 Meyran Avenue, Suite 200, Pittsburgh, PA, 15312, USA.
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95
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Abstract
BACKGROUND There is substantial hospital-level variation in end-of-life (EOL) treatment intensity. OBJECTIVE To explore the association between organizational factors and EOL treatment intensity in Pennsylvania (PA) hospitals. RESEARCH DESIGN Cross-sectional mixed-mode survey of Chief Nursing Officers of PA hospitals linked to hospital-level measures of EOL treatment intensity calculated from PA Health Care Cost Containment Council (PHC4) hospital discharge data. HOSPITALS: One hundred sixty-four hospitals, of which 124 (76%) responded to the survey. MEASURES : The dependent variable was an index of hospital EOL treatment intensity; the independent variables included administrative data-derived structural and market characteristics and 29 survey-derived hospital or ICU programs, policies, or practices. RESULTS : In models restricted to independent variables drawn from administrative sources (available for all 164 hospitals), bed size (P < 0.001), proportion of admissions among black patients (P < 0.001), and county-wide hospital market competitiveness (Herfindahl-Hirschman index) (P = 0.001) were independently associated with greater EOL treatment intensity (adjusted R = 0.5136). In models that additionally included hospital programs, policies, and practices (available for 124 hospitals), only an ICU long length of stay review committee (P = 0.03) was independently associated with greater EOL treatment intensity (adjusted R = 0.5357). CONCLUSIONS Information about hospital and ICU programs, policies, and practices believed relevant to the treatment of patients near the end of life offers little additional explanatory power in understanding hospital-level variation in EOL treatment intensity than administratively-derived variables alone. Future studies should explore the contribution of more difficult to measure social norms in shaping hospital practice patterns.
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96
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Knudsen HK, Roman PM. Racial and Ethnic Composition as a Correlate of Medication Availability within Addiction Treatment Organizations. ACTA ACUST UNITED AC 2009; 42:133-151. [PMID: 20414366 DOI: 10.1080/00380237.2009.10571347] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Most analyses of racial and ethnic disparities in healthcare focus on individuals rather than organizations. Healthcare organizations may be one mechanism that produces disparities if the representation of minorities within organizations' patient populations is associated with differential patterns of service delivery. This research considers whether the racial and ethnic composition of addiction treatment centers' caseloads is associated with the likelihood that organizations offer any prescription medications to treat addiction, psychiatric conditions, or pain. Data were collected from 288 publicly-funded substance abuse treatment centers in the US. Logistic regression was used to estimate models of medication availability. The percentage of racial and ethnic minority patients was negatively associated with the odds of medication availability, even after controlling for organizational characteristics and patients' diagnostic characteristics. Future research should continue to investigate how healthcare organizations may produce inequalities in access to high-quality care.
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97
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Racial Disparities in Infection and Sepsis: Does Biology Matter? Intensive Care Med 2009. [DOI: 10.1007/978-0-387-77383-4_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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98
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Sharma G, Freeman J, Zhang D, Goodwin JS. Continuity of care and intensive care unit use at the end of life. ACTA ACUST UNITED AC 2009; 169:81-6. [PMID: 19139328 DOI: 10.1001/archinternmed.2008.514] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND There is increasing concern about discontinuity of care across transitions (eg, from home to the hospital) and how it might affect appropriate medical management. METHODS We examined changes over time in outpatient-to-inpatient continuity of care in individuals hospitalized with advanced lung cancer and its relationship to end-of-life intensive care unit (ICU) use via retrospective analysis of the linked Surveillance, Epidemiology, and End Results-Medicare database. Patients were 21 183 Medicare beneficiaries 66 years or older and diagnosed as having stage IIIB or IV lung cancer between January 1, 1992, and December 31, 2002, who died within a year of diagnosis. Outpatient-to-inpatient continuity of care was defined as an inpatient visit by the patient's usual care provider during the last hospitalization. The primary outcome measure was ICU use during the last hospitalization. RESULTS Outpatient-to-inpatient continuity decreased from 60.1% in 1992 to 51.5% in 2002 (P < .001). Factors associated with decreased continuity included male sex, black race, low socioeconomic status, being unmarried, treatment by a hospitalist, and treatment in a teaching hospital. Use of the ICU increased by 5.8% per year from 1993 to 2002. After adjustment for patient characteristics, patients with outpatient-to-inpatient continuity of care had a 25.1% reduced odds of entering the ICU during their terminal hospitalization. CONCLUSIONS Outpatient-to-inpatient continuity of care declined during the 1990s and early 2000s. Patients with terminal lung cancer who experienced outpatient-to-inpatient continuity of care were less likely to spend time in the ICU before death.
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Affiliation(s)
- Gulshan Sharma
- Division of Allergy, Pulmonary, Immunology, Critical Care, and Sleep, The University of Texas Medical Branch, 301 University Blvd, Room JSA-5.112, Galveston, TX 77555-0561, USA.
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99
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Ohta B, Kronenfeld JJ. Hospital Care at the End of Life: The Effect of Health Insurance Type on Duration of a Terminal Hospitalization. J Palliat Med 2008; 11:142-3. [DOI: 10.1089/jpm.2007.0207] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Brenda Ohta
- Department of Sociology & Family Dynamics, Arizona State University, Box 873701, Tempe, AZ 85287-3701
| | - Jennie Jacobs Kronenfeld
- Department of Sociology & Family Dynamics, Arizona State University, Box 873701, Tempe, AZ 85287-3701
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100
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Milbrandt EB, Ishizaka A, Angus DC. Update in critical care 2006. Am J Respir Crit Care Med 2007; 175:638-48. [PMID: 17384325 DOI: 10.1164/rccm.200701-0123up] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Eric B Milbrandt
- The CRISMA Laboratory, Critical Care Medicine, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261, USA
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