1
|
Ranard BL, Park S, Jia Y, Zhang Y, Alwan F, Celi LA, Lusczek ER. Minimizing bias when using artificial intelligence in critical care medicine. J Crit Care 2024; 82:154796. [PMID: 38552451 PMCID: PMC11139594 DOI: 10.1016/j.jcrc.2024.154796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 03/02/2024] [Accepted: 03/06/2024] [Indexed: 04/02/2024]
Affiliation(s)
- Benjamin L Ranard
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons and NewYork-Presbyterian Hospital, New York, NY, USA; Program for Hospital and Intensive Care Informatics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.
| | - Soojin Park
- Program for Hospital and Intensive Care Informatics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA; Departments of Neurology and Bioinformatics, Columbia University Vagelos College of Physicians and Surgeons and NewYork-Presbyterian Hospital, New York, NY, USA
| | - Yugang Jia
- Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Yiye Zhang
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Fatima Alwan
- Department of Surgery, Hennepin Healthcare, Minneapolis, MN, USA
| | - Leo Anthony Celi
- Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA; Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Elizabeth R Lusczek
- Department of Surgery, University of Minnesota Department of Surgery, Minneapolis, MN, USA.
| |
Collapse
|
2
|
Sarraf E. Pulse oximetry in electronic health record data: garbage in, garbage out. Br J Anaesth 2024; 133:217-218. [PMID: 38670898 DOI: 10.1016/j.bja.2024.03.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 03/20/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Affiliation(s)
- Elie Sarraf
- Department of Anesthesiology and Perioperative Medicine, Penn State College of Medicine, Hershey, PA, USA.
| |
Collapse
|
3
|
Glover AC, Jia Z, Waybill K, Vesel T. Life-Sustaining Treatment and Advance Care Documentation among Chinese American ICU Decedents. J Pain Symptom Manage 2024; 68:53-60. [PMID: 38574875 DOI: 10.1016/j.jpainsymman.2024.03.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 03/22/2024] [Accepted: 03/27/2024] [Indexed: 04/06/2024]
Abstract
CONTEXT Despite being one of the fastest growing ethnic groups in the U.S., there exists a gap in how treatment preferences among Chinese Americans are expressed and enacted upon in inpatient settings. OBJECTIVES To compare the rates of advance care documentation and life-sustaining treatment between Chinese American and White American ICU decedents. METHODS In this matched retrospective decedent cohort study, we included four ICUs within a tertiary medical center located in a Chinatown neighborhood. The Chinese American cohort included adult patients during the terminal admission in the ICU with primary language identified as Chinese (Mandarin, Cantonese, Taishanese). The White American cohort was matched according to age, sex, year of death, and admitting diagnosis. RESULTS We identified 154 decedents in each cohort. Despite similar odds on admission, Chinese American decedents had higher odds of DNR completion (OR 1.82; 95%CI 0.99-3.40) and DNI completion (OR 1.81; 95%CI, 1.07-1.57) during the terminal ICU admission. Although Chinese American decedents had similar odds of intubation (aOR 0.90; 95%CI, 0.55-1.48), a higher proportion signed a DNI after intubation (41% vs 25%). Chinese American decedents also had higher odds of CPR (aOR 2.03; 95%CI, 1.03-41.6) with three Chinese American decedents receiving CPR despite a signed DNR order (12% vs 0%). CONCLUSIONS During terminal ICU admissions, Chinese American decedents were more likely to complete advance care documentation and to receive CPR than White American decedents. Changes in code status were more common for Chinese Americans after intubation. Further research is needed to understand these differences and identify opportunities for goal-concordant care.
Collapse
Affiliation(s)
- Avery Caz Glover
- Tufts University School of Medicine (A.C.G.), Boston, MA; Brandeis University (A.C.G.), Heller School for Social Policy and Management, Waltham, MA
| | - Zhimeng Jia
- Temmy Latner Centre for Palliative Care (Z.J.), Toronto, Ontario, Canada; Department of Family and Community Medicine (Z.J.), University of Toronto, Ontario, Canada; Program in Global Palliative Care (Z.J.), Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, United States
| | - Kathleen Waybill
- Tufts Medical Center (K.W.), Division of Pulmonary and Critical Care, Boston, MA
| | - Tamara Vesel
- Chief, Division of Palliative Care (T.V.), Tufts Medical Center, Associate Professor, Medicine and Pediatrics, Tufts University School of Medicine, Boston, MA.
| |
Collapse
|
4
|
Wolf AT, Alimenti DE. Intersectionality and Inclusive Serious Illness Communication in the Intensive Care Unit. AACN Adv Crit Care 2024; 35:146-156. [PMID: 38848565 DOI: 10.4037/aacnacc2024221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2024]
Abstract
Serious illness communication can be especially distressing for patients who are critically ill and their loved ones who experience forms of discrimination based on identities such as their race, gender, sexual orientation, and other intersecting identities. In this article, we discuss the concept of intersectionality and its association with serious illness communication, decision-making, and care in the intensive care unit. Additionally, we present relevant concepts from clinical practice and contemporary nursing and health care literature to support critical care nurses in fostering more inclusive serious illness communication in the intensive care unit.
Collapse
Affiliation(s)
- Alexander T Wolf
- Alexander T. Wolf is Nurse Practitioner, Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, and Assistant Professor, School of Nursing, MGH Institute of Health Professions, 36 1st Ave, Boston, MA 02129
| | - Darcy E Alimenti
- Darcy E. Alimenti is Palliative Care Nurse Practitioner, Main Line Health, Radnor, Pennsylvania
| |
Collapse
|
5
|
Yarahmadi S, Soleimani M, Gholami M, Fakhr-Movahedi A, Madani SMS. Ageism and lookism as stereotypes of health disparity in intensive care units in Iran: a critical ethnography. Int J Equity Health 2024; 23:114. [PMID: 38831276 PMCID: PMC11149295 DOI: 10.1186/s12939-024-02180-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 04/17/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND The intensive care unit presents structural complexities, and the prevailing power imbalance between patients and staff can lead to health disparities. Hence, unveiling the underlying factors that give rise to and reinforce these disparities can contribute to their prevention. This study aims to shed light on the stereotypes linked to ageism and lookism, which perpetuate health disparities within the intensive care unit setting in Iran. METHODS This critical ethnographic study employed Carsepkan's approach and was carried out in intensive care units in the west of Iran from 2022 to 2023. The data collection and analysis were conducted through three interconnected stages. In the initial stage, more than 300 h of observations were made at the research site. In the subsequent stage, a horizon analysis was performed. Conversations with 14 informants were conducted in the final stage to enrich the dataset further. Then the analysis process was carried out as in the previous step to uncover an implicit culture of health disparity. To verify the validity and reliability of the study, credibility, conformability, dependability, and transferability were all taken into account. FINDINGS The ageism and lookism stereotypes emerged from seven main themes; youth-centric; negative ageism; age-friendliness; age-related priority; centered care for pediatric patients and families; appearance-centeredness; and a contradiction between belief and behavior. CONCLUSION This critical study showed that ageism and lookism stereotypes permeated the intensive care unit's culture. These stereotypes have the potential to influence equality dynamics, as well as to foster and support health disparity in the intensive care unit.
Collapse
Affiliation(s)
- Sajad Yarahmadi
- Student Research Committee, Semnan University of Medical Sciences, Semnan, Iran
- Social Determinants of Health Research Center, School of Nursing and Midwifery, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Mohsen Soleimani
- Nursing Care Research Center, School of Nursing and Midwifery, Semnan University of Medical Sciences, Semnan, Iran.
| | - Mohammad Gholami
- Social Determinants of Health Research Center, School of Nursing and Midwifery, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Ali Fakhr-Movahedi
- Nursing Care Research Center, School of Nursing and Midwifery, Semnan University of Medical Sciences, Semnan, Iran
| | | |
Collapse
|
6
|
Miano TA, Barreto EF, McNett M, Martin N, Sakhuja A, Andrews A, Basu RK, Ablordeppey EA. Toward Equitable Kidney Function Estimation in Critical Care Practice: Guidance From the Society of Critical Care Medicine's Diversity, Equity, and Inclusion in Renal Clinical Practice Task Force. Crit Care Med 2024; 52:951-962. [PMID: 38407240 PMCID: PMC11098700 DOI: 10.1097/ccm.0000000000006237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
OBJECTIVES Accurate glomerular filtration rate (GFR) assessment is essential in critically ill patients. GFR is often estimated using creatinine-based equations, which require surrogates for muscle mass such as age and sex. Race has also been included in GFR equations, based on the assumption that Black individuals have genetically determined higher muscle mass. However, race-based GFR estimation has been questioned with the recognition that race is a poor surrogate for genetic ancestry, and racial health disparities are driven largely by socioeconomic factors. The American Society of Nephrology and the National Kidney Foundation (ASN/NKF) recommend widespread adoption of new "race-free" creatinine equations, and increased use of cystatin C as a race-agnostic GFR biomarker. DATA SOURCES Literature review and expert consensus. STUDY SELECTION English language publications evaluating GFR assessment and racial disparities. DATA EXTRACTION We provide an overview of the ASN/NKF recommendations. We then apply an Implementation science methodology to identify facilitators and barriers to implementation of the ASN/NKF recommendations into critical care settings and identify evidence-based implementation strategies. Last, we highlight research priorities for advancing GFR estimation in critically ill patients. DATA SYNTHESIS Implementation of the new creatinine-based GFR equation is facilitated by low cost and relative ease of incorporation into electronic health records. The key barrier to implementation is a lack of direct evidence in critically ill patients. Additional barriers to implementing cystatin C-based GFR estimation include higher cost and lack of test availability in most laboratories. Further, cystatin C concentrations are influenced by inflammation, which complicates interpretation. CONCLUSIONS The lack of direct evidence in critically ill patients is a key barrier to broad implementation of newly developed "race-free" GFR equations. Additional research evaluating GFR equations in critically ill patients and novel approaches to dynamic kidney function estimation is required to advance equitable GFR assessment in this vulnerable population.
Collapse
Affiliation(s)
- Todd A. Miano
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Erin F. Barreto
- Department of Pharmacy, Mayo Clinic, Rochester, MN, United States of America
| | - Molly McNett
- College of Nursing, The Ohio State University, Columbus, Ohio
| | - Niels Martin
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ankit Sakhuja
- Division of Data Driven and Digital Medicine, The Charles Bronfman Institute for Personalized Medicine and Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Adair Andrews
- Society of Critical Care Medicine, Mount Prospect, IL
| | - Rajit K. Basu
- Ann & Robert Lurie Children’s Hospital of Chicago, Northwestern University, Chicago, IL, USA
| | - Enyo Ama Ablordeppey
- Washington University School of Medicine, Department of Anesthesiology and Emergency Medicine, St. Louis, Missouri
| |
Collapse
|
7
|
Merz S, Aksakal T, Hibtay A, Yücesoy H, Fieselmann J, Annaç K, Yılmaz-Aslan Y, Brzoska P, Tezcan-Güntekin H. Racism against healthcare users in inpatient care: a scoping review. Int J Equity Health 2024; 23:89. [PMID: 38698455 PMCID: PMC11067303 DOI: 10.1186/s12939-024-02156-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 03/19/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Racism in the healthcare system has become a burgeoning focus in health policy-making and research. Existing research has shown both interpersonal and structural forms of racism limiting access to quality healthcare for racialised healthcare users. Nevertheless, little is known about the specifics of racism in the inpatient sector, specifically hospitals and rehabilitation facilities. The aim of this scoping review is therefore to map the evidence on racial discrimination experienced by people receiving treatment in inpatient settings (hospitals and rehabilitation facilities) or their caregivers in high-income countries, focusing specifically on whether intersectional axes of discrimination have been taken into account when describing these experiences. METHODS Based on the conceptual framework developed by Arksey and O'Malley, this scoping review surveyed existing research on racism and racial discrimination in inpatient care in high-income countries published between 2013 and 2023. The software Rayyan was used to support the screening process while MAXQDA was used for thematic coding. RESULTS Forty-seven articles were included in this review. Specifics of the inpatient sector included different hospitalisation, admission and referral rates within and across hospitals; the threat of racial discrimination from other healthcare users; and the spatial segregation of healthcare users according to ethnic, religious or racialised criteria. While most articles described some interactions between race and other social categories in the sample composition, the framework of intersectionality was rarely considered explicitly during analysis. DISCUSSION While the USA continue to predominate in discussions, other high-income countries including Canada, Australia and the UK also examine racism in their own healthcare systems. Absent from the literature are studies from a wider range of European countries as well as of racialised and disadvantaged groups other than refugees or recent immigrants. Research in this area would also benefit from an engagement with approaches to intersectionality in public health to produce a more nuanced understanding of the interactions of racism with other axes of discrimination. As inpatient care exhibits a range of specific structures, future research and policy-making ought to consider these specifics to develop targeted interventions, including training for non-clinical staff and robust, transparent and accessible complaint procedures.
Collapse
Affiliation(s)
- Sibille Merz
- Faculty of Health and Education, Alice Salomon University of Applied Sciences, Alice-Salomon-Platz 5, 12627, Berlin, Germany
| | - Tuğba Aksakal
- Faculty of Health, School of Medicine, Witten/Herdecke University, Health Services Research Unit. Alfred-Herrhausen-Straße 50, 58448, Witten, Germany
| | - Ariam Hibtay
- Faculty of Health and Education, Alice Salomon University of Applied Sciences, Alice-Salomon-Platz 5, 12627, Berlin, Germany
| | - Hilâl Yücesoy
- Faculty of Health and Education, Alice Salomon University of Applied Sciences, Alice-Salomon-Platz 5, 12627, Berlin, Germany
| | - Jana Fieselmann
- Faculty of Health, School of Medicine, Witten/Herdecke University, Health Services Research Unit. Alfred-Herrhausen-Straße 50, 58448, Witten, Germany
| | - Kübra Annaç
- Faculty of Health, School of Medicine, Witten/Herdecke University, Health Services Research Unit. Alfred-Herrhausen-Straße 50, 58448, Witten, Germany
| | - Yüce Yılmaz-Aslan
- Faculty of Health, School of Medicine, Witten/Herdecke University, Health Services Research Unit. Alfred-Herrhausen-Straße 50, 58448, Witten, Germany
| | - Patrick Brzoska
- Faculty of Health, School of Medicine, Witten/Herdecke University, Health Services Research Unit. Alfred-Herrhausen-Straße 50, 58448, Witten, Germany.
| | - Hürrem Tezcan-Güntekin
- Faculty of Health and Education, Alice Salomon University of Applied Sciences, Alice-Salomon-Platz 5, 12627, Berlin, Germany
| |
Collapse
|
8
|
Wtorek P, Weiss MJ, Singh JM, Hrymak C, Chochinov A, Grunau B, Paunovic B, Shemie SD, Lalani J, Piggott B, Stempien J, Archambault P, Seleseh P, Fowler R, Leeies M. Beliefs of physician directors on the management of devastating brain injuries at the Canadian emergency department and intensive care unit interface: a national site-level survey. Can J Anaesth 2024:10.1007/s12630-024-02749-7. [PMID: 38570415 DOI: 10.1007/s12630-024-02749-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Revised: 01/24/2024] [Accepted: 01/29/2024] [Indexed: 04/05/2024] Open
Abstract
PURPOSE Insufficient evidence-based recommendations to guide care for patients with devastating brain injuries (DBIs) leave patients vulnerable to inconsistent practice at the emergency department (ED) and intensive care unit (ICU) interface. We sought to characterize the beliefs of Canadian emergency medicine (EM) and critical care medicine (CCM) physician site directors regarding current management practices for patients with DBI. METHODS We conducted a cross-sectional survey of EM and CCM physician directors of adult EDs and ICUs across Canada (December 2022 to March 2023). Our primary outcome was the proportion of respondents who manage (or consult on) patients with DBI in the ED. We conducted subgroup analyses to compare beliefs of EM and CCM physicians. RESULTS Of 303 eligible respondents, we received 98 (32%) completed surveys (EM physician directors, 46; CCM physician directors, 52). Most physician directors reported participating in the decision to withdraw life-sustaining measures (WLSM) for patients with DBI in the ED (80%, n = 78), but 63% of these (n = 62) said this was infrequent. Physician directors reported that existing neuroprognostication methods are rarely sufficient to support WLSM in the ED (49%, n = 48) and believed that an ICU stay is required to improve confidence (99%, n = 97). Most (96%, n = 94) felt that providing caregiver visitation time prior to WLSM was a valid reason for ICU admission. CONCLUSION In our survey of Canadian EM and CCM physician directors, 80% participated in WLSM in the ED for patients with DBI. Despite this, most supported ICU admission to optimize neuroprognostication and patient-centred end-of-life care, including organ donation.
Collapse
Affiliation(s)
- Piotr Wtorek
- Section of Critical Care Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
- Health Sciences Centre, JJ399-820 Sherbrook St., Ann Thomas Building, Winnipeg, MB, R3A 1R9, Canada.
| | - Matthew J Weiss
- Transplant Québec, Montreal, QC, Canada
- Canadian Donation and Transplantation Research Program, Edmonton, AB, Canada
- Division of Critical Care, Department of Pediatrics, Centre Mère-Enfant Soleil du CHU de Québec, Quebec City, QC, Canada
| | - Jeffrey M Singh
- Interdepartmental Division of Critical Care Medicine, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Carmen Hrymak
- Section of Critical Care Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Emergency Medicine, University of Manitoba, Winnipeg, MB, Canada
- Transplant Manitoba, Gift of Life Program, Shared Health Manitoba, Winnipeg, MB, Canada
| | - Alecs Chochinov
- Department of Emergency Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Brian Grunau
- Department of Emergency Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Bojan Paunovic
- Section of Critical Care Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Sam D Shemie
- McGill University, Montreal Children's Hospital, Montreal, QC, Canada
| | | | | | - James Stempien
- Department of Emergency Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Patrick Archambault
- Department of Anesthesiology and Critical Care, Université Laval, Laval, QC, Canada
| | - Parisa Seleseh
- Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Rob Fowler
- Department of Critical Care Medicine, Sunnybrook Hospital, Toronto, ON, Canada
| | - Murdoch Leeies
- Section of Critical Care Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Canadian Donation and Transplantation Research Program, Edmonton, AB, Canada
- Department of Emergency Medicine, University of Manitoba, Winnipeg, MB, Canada
- Transplant Manitoba, Gift of Life Program, Shared Health Manitoba, Winnipeg, MB, Canada
| |
Collapse
|
9
|
Ashana DC, Welsh W, Preiss D, Sperling J, You H, Tu K, Carson SS, Hough C, White DB, Kerlin M, Docherty S, Johnson KS, Cox CE. Racial Differences in Shared Decision-Making About Critical Illness. JAMA Intern Med 2024; 184:424-432. [PMID: 38407845 PMCID: PMC10897823 DOI: 10.1001/jamainternmed.2023.8433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 12/18/2023] [Indexed: 02/27/2024]
Abstract
Importance Shared decision-making is the preferred method for evaluating complex tradeoffs in the care of patients with critical illness. However, it remains unknown whether critical care clinicians engage diverse patients and caregivers equitably in shared decision-making. Objective To compare critical care clinicians' approaches to shared decision-making in recorded conversations with Black and White caregivers of patients with critical illness. Design, Setting, and Participants This thematic analysis consisted of unstructured clinician-caregiver meetings audio-recorded during a randomized clinical trial of a decision aid about prolonged mechanical ventilation at 13 intensive care units in the US. Participants in meetings included critical care clinicians and Black or White caregivers of patients who underwent mechanical ventilation. The codebook included components of shared decision-making and known mechanisms of racial disparities in clinical communication. Analysts were blinded to caregiver race during coding. Patterns within and across racial groups were evaluated to identify themes. Data analysis was conducted between August 2021 and April 2023. Main Outcomes and Measures The main outcomes were themes describing clinician behaviors varying by self-reported race of the caregivers. Results The overall sample comprised 20 Black and 19 White caregivers for a total of 39 audio-recorded meetings with clinicians. The duration of meetings was similar for both Black and White caregivers (mean [SD], 23.9 [13.7] minutes vs 22.1 [11.2] minutes, respectively). Both Black and White caregivers were generally middle-aged (mean [SD] age, 47.6 [9.9] years vs 51.9 [8.8] years, respectively), female (15 [75.0%] vs 14 [73.7%], respectively), and possessed a high level of self-assessed health literacy, which was scored from 3 to 15 with lower scores indicating increasing health literacy (mean [SD], 5.8 [2.3] vs 5.3 [2.0], respectively). Clinicians conducting meetings with Black and White caregivers were generally young (mean [SD] age, 38.8 [6.6] years vs 37.9 [8.2] years, respectively), male (13 [72.2%] vs 12 [70.6%], respectively), and White (14 [77.8%] vs 17 [100%], respectively). Four variations in clinicians' shared decision-making behaviors by caregiver race were identified: (1) providing limited emotional support for Black caregivers, (2) failing to acknowledge trust and gratitude expressed by Black caregivers, (3) sharing limited medical information with Black caregivers, and (4) challenging Black caregivers' preferences for restorative care. These themes encompass both relational and informational aspects of shared decision-making. Conclusions and Relevance The results of this thematic analysis showed that critical care clinicians missed opportunities to acknowledge emotions and value the knowledge of Black caregivers compared with White caregivers. These findings may inform future clinician-level interventions aimed at promoting equitable shared decision-making.
Collapse
Affiliation(s)
- Deepshikha C. Ashana
- Department of Medicine, Duke University, Durham, North Carolina
- Duke-Margolis Center for Health Policy, Duke University, Durham, North Carolina
- Department of Population Health Sciences, Duke University, Durham, North Carolina
| | - Whitney Welsh
- Social Science Research Institute, Duke University, Durham, North Carolina
| | - Doreet Preiss
- Social Science Research Institute, Duke University, Durham, North Carolina
| | - Jessica Sperling
- Social Science Research Institute, Duke University, Durham, North Carolina
| | - HyunBin You
- School of Nursing, Duke University, Durham, North Carolina
| | - Karissa Tu
- School of Medicine, University of Washington, Seattle
| | | | - Catherine Hough
- Department of Medicine, Oregon Health and Science University, Portland
| | - Douglas B. White
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Meeta Kerlin
- Department of Medicine, University of Pennsylvania, Philadelphia
| | | | - Kimberly S. Johnson
- Department of Medicine, Duke University, Durham, North Carolina
- Geriatrics Research Education and Clinical Center (GRECC), Durham Veterans Affairs Healthcare System, Durham, North Carolina
| | | |
Collapse
|
10
|
Brown CE, Jackson SY, Marshall AR, Pytel CC, Cueva KL, Doll KM, Young BA. Discriminatory Healthcare Experiences and Medical Mistrust in Patients With Serious Illness. J Pain Symptom Manage 2024; 67:317-326.e3. [PMID: 38218413 PMCID: PMC11000579 DOI: 10.1016/j.jpainsymman.2024.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 01/03/2024] [Accepted: 01/06/2024] [Indexed: 01/15/2024]
Abstract
CONTEXT Though discrimination in healthcare settings is increasingly recognized, the discriminatory experiences of patients with serious illness has not been well studied. OBJECTIVES Describe racial differences in patient-reported experiences with discrimination in the healthcare setting and examine its association with mistrust. METHODS We used surveys containing patient-reported frequency of discrimination using the Discrimination in Medical Setting (DMS) and Microaggressions in Health Care Settings (MHCS) scales, mistrust using the Group Based Medical Mistrust (GBMM) scale, and patient characteristics including patient-reported race, income, wealth, insurance status, and educational attainment. Univariable and multivariable linear regression models as well as risk ratios were used to examine associations between patient characteristics including self-reported race, and DMS, MHCS, and GBMM scores. RESULTS In 174 participants with serious illness, racially minoritized patients were more likely to report experiencing discrimination and microaggressions. In adjusted analyses, DMS scores were associated with elements of class and not with race. Black, Native American/Alaskan Native (NA/AN), and multiracial participants had higher MHCS scores compared to White participants with similar levels of income and education. Higher income was associated with lower GBMM scores in participants with similar DMS or MHCS scores, but Black and NA/AN participants still reported higher levels of mistrust. CONCLUSION In this cross-sectional study of patients with serious illness, discriminatory experiences were associated with worse mistrust in the medical system, particularly for Black and NA/AN participants. These findings suggest that race-conscious approaches are needed to address discrimination and mistrust in marginalized patients with serious illness and their families.
Collapse
Affiliation(s)
- Crystal E Brown
- Cambia Palliative Care Center of Excellence at UW Medicine (C.E.B., A.R.M.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine (C.E.B.), Department of Medicine, University of Washington, Seattle, Washington, USA; Department of Bioethics and Humanities (C.E.B.), School of Medicine, University of Washington, Seattle, Washington, USA.
| | - Sandra Y Jackson
- United States Army (S.Y.J.), Center for Army Analysis, Fort Belvoir, Virginia, USA
| | - Arisa R Marshall
- Cambia Palliative Care Center of Excellence at UW Medicine (C.E.B., A.R.M.), Seattle, Washington, USA
| | - Christina C Pytel
- Department of Anesthesiology and Pain Medicine (C.C.P.), University of Washington, Seattle, Washington, USA
| | - Kristine L Cueva
- Department of Medicine (K.L.C.), University of Washington, Seattle, Washington, USA
| | - Kemi M Doll
- Division of Gynecologic Oncology (K.M.D.), Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, USA
| | - Bessie A Young
- Division of Nephrology (B.A.Y.), Department of Medicine, University of Washington, Seattle, Washington, USA; Justice, Equity, Diversity, and Inclusion Center for Transformational Research (B.A.Y.), Office of Healthcare Equity, University of Washington, Seattle, Washington, USA
| |
Collapse
|
11
|
El Labban M, Zeid Daou MA, Smaily H, Hammoud A, Hassan G, Khan S, Bou Akl I. The impact of obesity on ventilator-associated pneumonia, a US nationwide study. BMC Pulm Med 2024; 24:104. [PMID: 38431593 PMCID: PMC10908123 DOI: 10.1186/s12890-024-02924-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 02/22/2024] [Indexed: 03/05/2024] Open
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is one of the leading causes of mortality in patients with critical care illness. Since obesity is highly prevalent, we wanted to study its impact on the outcomes of patients who develop VAP. METHODS Using the National Inpatient Sample (NIS) database from 2017 to 2020, we conducted a retrospective study of adult patients with a principal diagnosis of VAP with a secondary diagnosis with or without obesity according to 10th revision of the International Statistical Classification of Diseases (ICD-10) codes. Several demographics, including age, race, and gender, were analyzed. The primary endpoint was mortality, while the secondary endpoints included tracheostomy, length of stay in days, and patient charge in dollars. Multivariate logistic regression model analysis was used to adjust for confounders, with a p-value less than 0.05 considered statistically significant. RESULTS The study included 3832 patients with VAP, 395 of whom had obesity. The mean age in both groups was around 58 years, and 68% of the group with obesity were females compared to 40% in females in the group without obesity. Statistically significant comorbidities in the obesity group included a Charlson Comorbidity Index score of three and above, diabetes mellitus, hypertension, chronic kidney disease, and sleep apnea. Rates and odds of mortality were not significantly higher in the collective obesity group 39 (10%) vs. 336 (8.5%), p-value 0.62, adjusted odds ratio 1.2, p-value 0.61). The rates and odds of tracheostomy were higher in the obesity group but not statistically significant. Obese patients were also found to have a longer hospitalization. Upon subanalysis of the data, no evidence of racial disparities was found in the care of VAP for both the obese and control groups. CONCLUSIONS Obesity was not found to be an independent risk factor for worse outcomes in patients who develop VAP in the intensive care unit.
Collapse
Affiliation(s)
- Mohamad El Labban
- Assistant Professor Mayo Clinic College of Science and Medicine-Internal Medicine, Mayo Clinic Health System, Mankato, MN, USA
| | - Michella Abi Zeid Daou
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, American University of Beirut, Beirut, Lebanon
| | - Hiba Smaily
- Division of Internal Medicine, Department of Internal Medicine, American University of Beirut, Beirut, Lebanon
| | - Abbas Hammoud
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Ghandi Hassan
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Syed Khan
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Science and Medicine, Mayo Clinic Health System, Mankato, MN, USA
| | - Imad Bou Akl
- Associate Professor of Clinical Specialty-Department of Internal Medicine, American University of Beirut, Beirut, Lebanon.
| |
Collapse
|
12
|
Fassas S, King D, Shay M, Schockett E, Yamane D, Hawkins K. Palliative Medicine and End of Life Care Between Races in an Academic Intensive Care Unit. J Intensive Care Med 2024; 39:250-256. [PMID: 37674378 DOI: 10.1177/08850666231200383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/08/2023]
Abstract
Background: Although palliative medicine (PM) is more commonly being integrated into the intensive care unit (ICU), research on racial disparities in this area is lacking. Our objectives were to (a) identify racial disparities in utilization of PM consultation for patients who received ICU care and (b) determine if there were differences in the use of code status or PM consultation over time based on race. Materials and Methods: Retrospective analysis of 571 patients, 18 years and above, at a tertiary care institution who received ICU care and died during their hospital stay. We analyzed two timeframes, 2008-2009 and 2018-2019. Univariate analysis was utilized to evaluate baseline characteristics. A multivariate logistic regression model and interaction P values were employed to assess for differential use of PM consultation, do not resuscitate (DNR) orders, and comfort care (CC) orders between races in aggregate and for changes over time. Results: There was a notable increase in Black/African-American (AA) (54% to 61%) and Hispanic/Latino (2% to 3%) patients over time in our population. Compared to White patients, we found no differences between PM consultation and CC orders. There was a lower probability of DNR orders for Black/AA (adjusted odds ratio [aOR] 0.569; P = .049; confidence interval [CI]: 0.324-0.997) and other/unknown/multiracial patients (aOR: 0.389; P = .273; CI: 0.169-0.900). Comparing our earlier time period to the later time period, we found an increased usage of PM for all patients. Interaction P values suggest there were no differences between races regarding PM, DNR, and CC orders. Conclusions: PM use has increased over time at our institution. Contrary to the previous literature, there were no differences in the frequency of utilization of PM consultation between races. Further analysis to evaluate the usage of PM in the ICU setting in varying populations and geographic locations is warranted.
Collapse
Affiliation(s)
- Scott Fassas
- George Washington University Hospital, Washington, DC, USA
| | - Daniel King
- George Washington University Hospital, Washington, DC, USA
| | - Molly Shay
- George Washington University Hospital, Washington, DC, USA
| | | | - David Yamane
- George Washington University Hospital, Washington, DC, USA
| | | |
Collapse
|
13
|
Zheng M, Wandell GM, Maxin AJ, Gomez-Castillo LA, Giliberto JP, Bhatt NK. Sociodemographic Disparities in Tracheostomy Timing and Outcomes. Laryngoscope 2024; 134:582-587. [PMID: 37584408 DOI: 10.1002/lary.30872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/30/2023] [Accepted: 06/25/2023] [Indexed: 08/17/2023]
Abstract
OBJECTIVE Tracheostomies are commonly performed in critically ill patients requiring prolonged mechanical ventilation. Although early tracheostomy has been associated with improved outcomes, the reasons for delayed tracheostomy are complex. We examined the impact of sociodemographic factors on tracheostomy timing and outcomes. METHODS Medical records were retrospectively reviewed of ventilator-dependent adult patients who underwent tracheostomy from 2021 to 2022. Tracheostomy timing was defined as routine (<21 days) versus late (21 days or more). Sociodemographic variables were compared between cohorts using univariate and multivariate models. Secondary outcomes included hospital length of stay (LOS), decannulation, tracheostomy-related complications, and inhospital mortality. RESULTS One hundred forty-two patients underwent tracheostomy after initial intubation: 74.7% routine (n = 106) and 25.4% late (n = 36). In a multivariate model adjusted for age, race, surgical service, tracheostomy technique, and time between consultation and surgery, non-English speaking patients and women were more likely to receive a late tracheostomy compared with English speaking patients and men, respectively (odds ratio [OR] 3.18, 95% confidence interval [CI] 1.03, 9.81, p < 0.05), (OR 3.15, 95% CI 1.18, 8.41, p < 0.05). Late tracheostomy was associated with longer median hospital LOS (62 vs. 52 days, p < 0.05). Tracheostomy timing did not significantly impact mortality, decannulation or tracheostomy-related complications. CONCLUSION Despite an association between earlier tracheostomy and shorter LOS, non-English speaking patients and female patients are more likely to receive a late tracheostomy. Standardized protocols for tracheostomy timing may address bias in the referral and execution of tracheostomy and reduce unnecessary hospital days. LEVEL OF EVIDENCE 4 Laryngoscope, 134:582-587, 2024.
Collapse
Affiliation(s)
- Melissa Zheng
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, U.S.A
| | - Grace M Wandell
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, U.S.A
| | - Anthony J Maxin
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, U.S.A
- School of Medicine, Creighton University, Omaha, Nebraska, U.S.A
| | - Luis A Gomez-Castillo
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, U.S.A
| | - John P Giliberto
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, U.S.A
| | - Neel K Bhatt
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, U.S.A
| |
Collapse
|
14
|
Kotfis K, Olusanya S, Modra L. Equity in patient care in the intensive care unit. Intensive Care Med 2024; 50:291-293. [PMID: 38236291 PMCID: PMC10907426 DOI: 10.1007/s00134-023-07310-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 12/12/2023] [Indexed: 01/19/2024]
Affiliation(s)
- Katarzyna Kotfis
- Department of Anesthesiology, Intensive Care and Pain Management, Pomeranian Medical University, al. Powstańców Wlkp. 72, 70-111, Szczecin, Poland.
| | - Segun Olusanya
- Department of Perioperative Medicine, Barts Heart Centre, London, UK
| | - Lucy Modra
- Department of Critical Care, University of Melbourne, Melbourne, Australia
- Intensive Care Unit, Austin Hospital, Melbourne, Australia
| |
Collapse
|
15
|
Modra LJ, Higgins AM, Pilcher DV, Bailey M, Bellomo R. Sex Differences in Vital Organ Support Provided to ICU Patients. Crit Care Med 2024; 52:1-10. [PMID: 37846932 PMCID: PMC10715697 DOI: 10.1097/ccm.0000000000006058] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2023]
Abstract
OBJECTIVES Critically ill women may receive less vital organ support than men but the mortality impact of this differential treatment remains unclear. We aimed to quantify sex differences in vital organ support provided to adult ICU patients and describe the relationship between sex, vital organ support, and mortality. DESIGN In this retrospective observational study, we examined the provision of invasive ventilation (primary outcome), noninvasive ventilation, vasoactive medication, renal replacement therapy, extracorporeal membrane oxygenation (ECMO), or any one of these five vital organ supports in women compared with men. We performed logistic regression investigating the association of sex with each vital organ support, adjusted for illness severity, diagnosis, preexisting treatment limitation, year, and hospital. We performed logistic regression for hospital mortality adjusted for the same variables, stratified by vital organ support (secondary outcome). SETTING AND PATIENTS ICU admissions in the Australia and New Zealand Intensive Care Society Adult Patient Database 2018-2021. This registry records admissions from 90% of ICUs in the two nations. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We examined 699,535 ICU admissions (43.7% women) to 199 ICUs. After adjustment, women were less likely than men to receive invasive ventilation (odds ratio [OR], 0.64; 99% CI, 0.63-0.65) and each other organ support except ECMO. Women had lower adjusted hospital mortality overall (OR, 0.94; 99% CI, 0.91-0.97). Among patients who did not receive any organ support, women had significantly lower adjusted hospital mortality (OR, 0.82; 99% CI, 0.76-0.88); among patients who received any organ support women and men were equally likely to die (OR, 1.01; 99% CI, 0.97-1.04). CONCLUSIONS Women received significantly less vital organ support than men in ICUs in Australia and New Zealand. However, our findings suggest that women may not be harmed by this conservative approach to treatment.
Collapse
Affiliation(s)
- Lucy J Modra
- Department of Critical Care, University of Melbourne, Melbourne, VIC, Australia
- Intensive Care Unit, Austin Health, Melbourne, VIC, Australia
| | - Alisa M Higgins
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
| | - David V Pilcher
- Department of Critical Care, University of Melbourne, Melbourne, VIC, Australia
- Intensive Care Unit, Austin Health, Melbourne, VIC, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Intensive Care Unit, Alfred Health, Melbourne, VIC, Australia
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, Camberwell, VIC, Australia
- Department of Intensive Care Medicine, Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Michael Bailey
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
| | - Rinaldo Bellomo
- Department of Intensive Care Medicine, Royal Melbourne Hospital, Melbourne, VIC, Australia
| |
Collapse
|
16
|
Riviello E, Mehta S. Equity in ARDS trials: some encouraging findings, and the significant work ahead. Intensive Care Med 2023; 49:1517-1519. [PMID: 38010382 DOI: 10.1007/s00134-023-07272-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 11/09/2023] [Indexed: 11/29/2023]
Affiliation(s)
- Elisabeth Riviello
- Division of Pulmonary, Critical Care, and Sleep Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
| | - Sangeeta Mehta
- Department of Medicine, Sinai Health; Interdepartmental Division of Critical Care Medicine Sinai Health, University of Toronto, Toronto, Ontario, Canada
| |
Collapse
|
17
|
Papoutsi E, Kremmydas P, Tsolaki V, Kyriakoudi A, Routsi C, Kotanidou A, Siempos II. Racial and ethnic minority participants in clinical trials of acute respiratory distress syndrome. Intensive Care Med 2023; 49:1479-1488. [PMID: 37847403 PMCID: PMC10709247 DOI: 10.1007/s00134-023-07238-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 09/19/2023] [Indexed: 10/18/2023]
Abstract
PURPOSE There is growing interest in improving the inclusiveness of racial and ethnic minority participants in trials of acute respiratory distress syndrome (ARDS). With our study we aimed to examine temporal trends of representation and mortality of racial and ethnic minority participants in randomized controlled trials of ARDS. METHODS We performed a secondary analysis of eight ARDS Network and PETAL Network therapeutic clinical trials, published between 2000 and 2019. We classified race/ethnicity into "White", "Black", "Hispanic", or "Other" (including Asian, American Indian or Alaskan Native, Native Hawaiian, or other Pacific Islander participants). RESULTS Of 5375 participants with ARDS, 1634 (30.4%) were Black, Hispanic, or Other race participants. Representation of racial and ethnic minority participants in trials did not change significantly over time (p = 0.257). However, among participants with moderate to severe ARDS (i.e., partial pressure of arterial oxygen to fraction of inspired oxygen ratio < 150), the difference in mortality between racial and ethnic minority participants and White participants decreased over time. In the five most recent trials, including 2923 participants with ARDS, there were no statistically significant differences in mortality between racial/ethnic groups, even after adjusting for potential confounders. In these five most recent trials, mortality was 31% for White, 31.9% for Black, 30.3% for Hispanic, and 37.1% for Other race participants (p = 0.633). CONCLUSION Representation of racial and ethnic minority participants in ARDS trials from North America, published between 2000 and 2019, did not change over time. Black and Hispanic participants with ARDS may have similar mortality as White participants within trials.
Collapse
Affiliation(s)
- Eleni Papoutsi
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Panagiotis Kremmydas
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Vasiliki Tsolaki
- Critical Care Department, University Hospital of Larissa, University of Thessaly Faculty of Medicine, Larissa, Greece
| | - Anna Kyriakoudi
- First Department of Respiratory Medicine, Thoracic Diseases General Hospital Sotiria, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Christina Routsi
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Anastasia Kotanidou
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Ilias I Siempos
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece.
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
| |
Collapse
|
18
|
Gelbard A. Rising Medical Complexity of Tracheotomy Placement in the Otolaryngology Department. JAMA Otolaryngol Head Neck Surg 2023; 149:1073-1074. [PMID: 37796512 DOI: 10.1001/jamaoto.2023.2846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Affiliation(s)
- Alexander Gelbard
- Department of Otolaryngology-Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| |
Collapse
|
19
|
Abstract
Data science has the potential to greatly enhance efforts to translate evidence into practice in critical care. The intensive care unit is a data-rich environment enabling insight into both patient-level care patterns and clinician-level treatment patterns. By applying artificial intelligence to these novel data sources, implementation strategies can be tailored to individual patients, individual clinicians, and individual situations, revealing when evidence-based practices are missed and facilitating context-sensitive clinical decision support. To achieve these goals, technology developers should work closely with clinicians to create unbiased applications that are integrated into the clinical workflow.
Collapse
Affiliation(s)
- Andrew J King
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, 3500 Terrace Street, Suite 600, Pittsburgh, PA 15261, USA
| | - Jeremy M Kahn
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, 3500 Terrace Street, Suite 600, Pittsburgh, PA 15261, USA; Department of Health Policy and Management, University of Pittsburgh School of Public Health, 130 De Soto Street, Pittsburgh, PA 15261, USA.
| |
Collapse
|
20
|
Gichoya JW, Thomas K, Celi LA, Safdar N, Banerjee I, Banja JD, Seyyed-Kalantari L, Trivedi H, Purkayastha S. AI pitfalls and what not to do: mitigating bias in AI. Br J Radiol 2023; 96:20230023. [PMID: 37698583 PMCID: PMC10546443 DOI: 10.1259/bjr.20230023] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 08/10/2023] [Accepted: 08/14/2023] [Indexed: 09/13/2023] Open
Abstract
Various forms of artificial intelligence (AI) applications are being deployed and used in many healthcare systems. As the use of these applications increases, we are learning the failures of these models and how they can perpetuate bias. With these new lessons, we need to prioritize bias evaluation and mitigation for radiology applications; all the while not ignoring the impact of changes in the larger enterprise AI deployment which may have downstream impact on performance of AI models. In this paper, we provide an updated review of known pitfalls causing AI bias and discuss strategies for mitigating these biases within the context of AI deployment in the larger healthcare enterprise. We describe these pitfalls by framing them in the larger AI lifecycle from problem definition, data set selection and curation, model training and deployment emphasizing that bias exists across a spectrum and is a sequela of a combination of both human and machine factors.
Collapse
Affiliation(s)
| | - Kaesha Thomas
- Department of Radiology, Emory University, Atlanta, United States
| | | | - Nabile Safdar
- Department of Radiology, Emory University, Atlanta, United States
| | - Imon Banerjee
- School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, United States
| | - John D Banja
- Emory University Center for Ethics, Emory University, Atlanta, United States
| | - Laleh Seyyed-Kalantari
- Department of Electrical Engineering and Computer Science, Lassonde School of Engineering, York University, North York, United States
| | - Hari Trivedi
- Department of Radiology, Emory University, Atlanta, United States
| | - Saptarshi Purkayastha
- School of Informatics and Computing, Indiana University Purdue University, Indianapolis, United States
| |
Collapse
|
21
|
Siddiqui S, Bouhassira D, Kelly L, Hayes M, Herbst A, Ohnigian S, Hedrick L, Ayala KO, Talmor DS, Stevens JP. Examining the Role of Race in End-of-Life Care in the Intensive Care Unit: A Single-Center Observational Study. Palliat Med Rep 2023; 4:264-273. [PMID: 37732026 PMCID: PMC10507941 DOI: 10.1089/pmr.2023.0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/14/2023] [Indexed: 09/22/2023] Open
Abstract
Background Prior studies have shown variation in the intensity of end-of-life care in intensive care units (ICUs) among patients of different races. Objective We sought to identify variation in the levels of care at the end of life in the ICU and to assess for any association with race and ethnicity. Design An observational, retrospective cohort study. Settings A tertiary care center in Boston, MA. Participants All critically ill patients admitted to medical and surgical ICUs between June 2019 and December 2020. Exposure Self-identified race and ethnicity. Main Outcome and Measure The primary outcome was death. Secondary outcomes included "code status," markers of intensity of care, consultation by the Palliative care service, and consultation by the Ethics service. Results A total of 9083 ICU patient encounters were analyzed. One thousand two hundred fifty-nine patients (14%) died in the ICU; the mean age of patients was 64 years (standard deviation 16.8), and 44% of patients were women. A large number of decedents (22.7%) did not have their race identified. These patients had a high rate of interventions at death. Code status varied by race, with more White patients designated as "Comfort Measures Only" (CMO) (74%) whereas more Black patients were designated as "Do Not Resuscitate/Do Not Intubate (DNR/DNI) and DNR/ok to intubate" (12.1% and 15.7%) at the end of life; after adjustment for age and severity of illness, there were no statistical differences by race for the use of the CMO code status. Use of dialysis at the end of life varied by self-identified race. Specifically, Black and Unknown patients were more likely to receive renal replacement therapy, even after adjustment for age and severity of illness (24% and 20%, p = 0.003). Conclusions Our data describe a gap in identification of race and ethnicity, as well as differences at the end of life in the ICU, especially with respect to code status and certain markers of intensity.
Collapse
Affiliation(s)
- Shahla Siddiqui
- Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Diana Bouhassira
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Lauren Kelly
- Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Margaret Hayes
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pulmonary Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Austin Herbst
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pulmonary Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Sarah Ohnigian
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pulmonary Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Luke Hedrick
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pulmonary Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Kimberly Ona Ayala
- Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel S. Talmor
- Department of Anesthesia, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Jennifer P. Stevens
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pulmonary Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| |
Collapse
|
22
|
Lane-Fall MB. What We Can Learn About Care Inequities From Unilateral Do-Not-Resuscitate Orders. Crit Care Med 2023; 51:1096-1098. [PMID: 37439644 DOI: 10.1097/ccm.0000000000005929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Affiliation(s)
- Meghan B Lane-Fall
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA
| |
Collapse
|
23
|
Reilly JP, Zhao Z, Shashaty MGS, Koyama T, Jones TK, Anderson BJ, Ittner CA, Dunn T, Miano TA, Oniyide O, Balmes JR, Matthay MA, Calfee CS, Christie JD, Meyer NJ, Ware LB. Exposure to ambient air pollutants and acute respiratory distress syndrome risk in sepsis. Intensive Care Med 2023; 49:957-965. [PMID: 37470831 PMCID: PMC10561716 DOI: 10.1007/s00134-023-07148-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 06/20/2023] [Indexed: 07/21/2023]
Abstract
PURPOSE Exposures to ambient air pollutants may prime the lung enhancing risk of acute respiratory distress syndrome (ARDS) in sepsis. Our objective was to determine the association of short-, medium-, and long-term pollutant exposures and ARDS risk in critically ill sepsis patients. METHODS We analyzed a prospective cohort of 1858 critically ill patients with sepsis, and estimated short- (3 days), medium- (6 weeks), and long- (5 years) term exposures to ozone, nitrogen dioxide (NO2), sulfur dioxide (SO2), carbon monoxide (CO), particulate matter < 2.5 μm (PM2.5), and PM < 10 μm (PM10) using weighted averages of daily levels from monitors within 50 km of subjects' residences. Subjects were followed for 6 days for ARDS by the Berlin Criteria. The association between each pollutant and ARDS was determined using multivariable logistic regression adjusting for preselected confounders. In 764 subjects, we measured plasma concentrations of inflammatory proteins at presentation and tested for an association between pollutant exposure and protein concentration via linear regression. RESULTS ARDS developed in 754 (41%) subjects. Short- and long-term exposures to SO2, NO2, and PM2.5 were associated with ARDS risk (SO2: odds ratio (OR) for the comparison of the 75-25th long-term exposure percentile 1.43 (95% confidence interval (CI) 1.16, 1.77); p < 0.01; NO2: 1.36 (1.06, 1.74); p = 0.04, PM2.5: 1.21 (1.04, 1.41); p = 0.03). Long-term exposures to these three pollutants were also associated with plasma interleukin-1 receptor antagonist and soluble tumor necrosis factor receptor-1 concentrations. CONCLUSION Short and long-term exposures to ambient SO2, PM2.5, and NO2 are associated with increased ARDS risk in sepsis, representing potentially modifiable environmental risk factors for sepsis-associated ARDS.
Collapse
Affiliation(s)
- John P Reilly
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA.
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA.
| | - Zhiguo Zhao
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, USA
| | - Michael G S Shashaty
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Tatsuki Koyama
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, USA
| | - Tiffanie K Jones
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
- Center for Clinical Epidemiology and Biostatics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Brian J Anderson
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Caroline A Ittner
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Thomas Dunn
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Todd A Miano
- Center for Clinical Epidemiology and Biostatics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Oluwatosin Oniyide
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - John R Balmes
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, USA
- Department of Medicine, University of California, San Francisco, USA
| | - Michael A Matthay
- Department of Medicine, University of California, San Francisco, USA
- Department of Anesthesia and Cardiovascular Research Institute, University of California, San Francisco, USA
| | - Carolyn S Calfee
- Department of Medicine, University of California, San Francisco, USA
- Department of Anesthesia and Cardiovascular Research Institute, University of California, San Francisco, USA
| | - Jason D Christie
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
- Center for Clinical Epidemiology and Biostatics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Nuala J Meyer
- Division of Pulmonary, Allergy, and Critical Care, University of Pennsylvania, Perelman School of Medicine, 5005 Gibson Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
- Center for Translational Lung Biology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA
| | - Lorraine B Ware
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, USA
| |
Collapse
|
24
|
Brown CE, Marshall AR, Snyder CR, Cueva KL, Pytel CC, Jackson SY, Golden SH, Campelia GD, Horne DJ, Doll KM, Curtis JR, Young BA. Perspectives About Racism and Patient-Clinician Communication Among Black Adults With Serious Illness. JAMA Netw Open 2023; 6:e2321746. [PMID: 37405773 PMCID: PMC10323709 DOI: 10.1001/jamanetworkopen.2023.21746] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 05/15/2023] [Indexed: 07/06/2023] Open
Abstract
Importance Black patients with serious illness experience higher-intensity care at the end of life. Little research has used critical, race-conscious approaches to examine factors associated with these outcomes. Objective To investigate the lived experiences of Black patients with serious illness and how various factors may be associated with patient-clinician communication and medical decision-making. Design, Setting, and Participants In this qualitative study, one-on-one, semistructured interviews were conducted with 25 Black patients with serious illness hospitalized at an urban academic medical center in Washington State between January 2021 and February 2023. Patients were asked to discuss experiences with racism, how those experiences affected the way they communicated with clinicians, and how racism impacted medical decision-making. Public Health Critical Race Praxis was used as framework and process. Main Outcomes and Measures The experience and of racism and its association, as described by Black patients who had serious illness, with patient-clinician communication and medical decision-making within a racialized health care setting. Results A total of 25 Black patients (mean [SD] age, 62.0 [10.3] years; 20 males [80.0%]) with serious illness were interviewed. Participants had substantial socioeconomic disadvantage, with low levels of wealth (10 patients with 0 assets [40.0%]), income (annual income <$25 000 among 19 of 24 patients with income data [79.2%]), educational attainment (mean [SD] 13.4 [2.7] years of schooling), and health literacy (mean [SD] score in the Rapid Estimate of Adult Literacy in Medicine-Short Form, 5.8 [2.0]). Participants reported high levels of medical mistrust and high frequency of discrimination and microaggressions experienced in health care settings. Participants reported epistemic injustice as the most common manifestation of racism: silencing of their own knowledge and lived experiences about their bodies and illness by health care workers. Participants reported that these experiences made them feel isolated and devalued, especially if they had intersecting, marginalized identities, such as being underinsured or unhoused. These experiences were associated with exacerbation of existing medical mistrust and poor patient-clinician communication. Participants described various mechanisms of self-advocacy and medical decision-making based on prior experiences with mistreatment from health care workers and medical trauma. Conclusions and Relevance This study found that Black patients' experiences with racism, specifically epistemic injustice, were associated with their perspectives on medical care and decision-making during serious illness and end of life. These findings suggest that race-conscious, intersectional approaches may be needed to improve patient-clinician communication and support Black patients with serious illness to alleviate the distress and trauma of racism as these patients near the end of life.
Collapse
Affiliation(s)
- Crystal E. Brown
- Cambia Palliative Care Center of Excellence at UW Medicine, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
- Department of Bioethics and Humanities, School of Medicine, University of Washington, Seattle
| | - Arisa R. Marshall
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Cyndy R. Snyder
- Department of Family Medicine, Center for Health Workforce Studies, School of Medicine, University of Washington, Seattle
| | | | - Christina C. Pytel
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle
| | | | - Sherita H. Golden
- Division of Endocrinology, Diabetes, and Metabolism, John Hopkins University, Baltimore, Maryland
| | - Georgina D. Campelia
- Department of Bioethics and Humanities, School of Medicine, University of Washington, Seattle
| | - David J. Horne
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Kemi M. Doll
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Washington, Seattle
| | - J. Randall Curtis
- Cambia Palliative Care Center of Excellence at UW Medicine, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Bessie A. Young
- Division of Nephrology, Department of Medicine, University of Washington, Seattle
- Justice, Equity, Diversity, and Inclusion Center for Transformational Research, University of Washington, Seattle
| |
Collapse
|
25
|
Leeies M, Valiani S, Prakash V, Haddara WMR, Taneja R, Whittemore KG, Hrymak CS, Vazquez-Grande G, Paunovic BN, MacRedmond RE, Downar J, Farrell CA, Murthy S, Haroon BA, DosSantos C, Waechter J, Rochwerg B, D'Aragon F, Burns KEA. Canadian Critical Care Society position statement on Equity, Diversity, Decolonization, and Inclusion. Can J Anaesth 2023; 70:942-949. [PMID: 37231230 DOI: 10.1007/s12630-023-02448-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 05/27/2023] Open
Affiliation(s)
- Murdoch Leeies
- Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada.
- Department of Emergency Medicine, University of Manitoba, S203 Medical Services Building, 750 Bannatyne Ave, Winnipeg, MB, R3E 0W2, Canada.
| | - Sabira Valiani
- Department of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Varuna Prakash
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
| | - Wael M R Haddara
- Division of Critical Care Medicine, Western University, London, ON, Canada
- Critical Care Medicine Program, London Health Sciences Centre, London, ON, Canada
| | - Ravi Taneja
- Division of Critical Care Medicine, Western University, London, ON, Canada
- Department of Anesthesia and Perioperative Medicine, Western University, London, ON, Canada
| | - Kathryn G Whittemore
- Department of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
- Department of Critical Care, Regina General Hospital, Regina, SK, Canada
| | - Carmen S Hrymak
- Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
- Department of Emergency Medicine, University of Manitoba, S203 Medical Services Building, 750 Bannatyne Ave, Winnipeg, MB, R3E 0W2, Canada
| | | | - Bojan N Paunovic
- Section of Critical Care Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Ruth E MacRedmond
- Critical Care Medicine, St. Paul's Hospital, Vancouver, BC, Canada
- Division of Critical Care Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - James Downar
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Division of Palliative Care, University of Toronto, Toronto, ON, Canada
| | - Catherine A Farrell
- Division of Pediatric Intensive Care, Centre Hospitalier Universitaire de Sainte-Justine, Montreal, QC, Canada
- Department of Pediatrics, Université de Montréal, Montreal, QC, Canada
| | - Srinivas Murthy
- Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Babar A Haroon
- Department of Critical Care, Dalhousie University, Halifax, NS, Canada
| | - Claudia DosSantos
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
| | - Jason Waechter
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada
- Department of Anesthesiology, Perioperative & Pain Medicine, University of Calgary, Calgary, AB, Canada
| | - Bram Rochwerg
- Department of Medicine, Department of Health Research Methods, Evidence & Impact, McMaster University, Hamilton, ON, Canada
| | - Frédérick D'Aragon
- Department of Anesthesiology, Université de Sherbrooke, Sherbrooke, QC, Canada
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, QC, Canada
| | - Karen E A Burns
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada
- Division of Critical Care, Department of Medicine, Unity Health Toronto - St. Michael's Hospital, Toronto, ON, Canada
| |
Collapse
|
26
|
Li Y, Fiest K, Burns KEA, O'Hearn K, Maratta C, Menon K, Rochwerg B, Murthy S, Fowler R, Mehta S. Addressing health care inequities in Canadian critical care through inclusive science: a pilot tool for standardized data collection. Can J Anaesth 2023; 70:963-967. [PMID: 37165123 DOI: 10.1007/s12630-023-02450-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 07/21/2022] [Accepted: 07/22/2022] [Indexed: 05/12/2023] Open
Abstract
PURPOSE Sociodemographic risks contributing to health inequities are often inadequately captured and reported in critical care studies. To address the lack of standardized terms and definitions, we sought to develop a practical and convenient resource of questions and response options for collecting sociodemographic variables for critical care research. SOURCE To identify domains and variables that impact health equity, we searched: 1) PubMed for critical care randomized trials (2010 to 2021); 2) high-impact critical care and general medicine journals for special issues relating to equity; and 3) governmental and nongovernmental resources. PRINCIPAL FINDINGS We identified 23 domains associated with health equity, including pronouns, age, sex, gender identity, sexual orientation, race and ethnicity, visible minorities, language, household income, marital/relationship status, education, disabilities, immigrant and refugee status, employment, primary care access, expanded health insurance, internet access, housing security, food security, dependents, religion, and postal code. For each domain we provided standardized questions and response options; for 13/23 domains, we included more than one version of the question and response categories. CONCLUSION We developed a standardized, practical, and convenient demographic data collection tool for critical care research studies. Questions and response options can be adapted by researchers for inclusion in individual study questionnaires or case report forms.
Collapse
Affiliation(s)
- Yiyan Li
- Canadian Critical Care Trials Group, University of Toronto, Toronto, ON, Canada
| | - Kirsten Fiest
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada
| | - Karen E A Burns
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
| | - Katie O'Hearn
- Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Christina Maratta
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Hospital for Sick Children, Toronto, ON, Canada
| | - Kusum Menon
- Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON, Canada
| | - Bram Rochwerg
- Juravinski Hospital, Hamilton, ON, Canada
- McMaster University, Hamilton, ON, Canada
| | - Srinivas Murthy
- Department of Pediatrics, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Rob Fowler
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Sangeeta Mehta
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.
- Department of Medicine, Sinai Health System, 600 University Ave., Suite 18-216, Toronto, ON, M5G 1X5, Canada.
| |
Collapse
|
27
|
Sinha A, Rubin S, Jarvis JM. Promoting Functional Recovery in Critically Ill Children. Pediatr Clin North Am 2023; 70:399-413. [PMID: 37121633 PMCID: PMC11113330 DOI: 10.1016/j.pcl.2023.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Over two-thirds of pediatric critical illness survivors will experience functional impairments that persist after discharge, that is, post-intensive care syndrome in pediatrics (PICS-p). Risk factors include child and family characteristics, invasive procedures, and social determinants of health. Approaches to remediate PICS-p include early rehabilitation, minimizing sedation, psychosocial resources for caregivers, delivery of family-centered care, and longitudinal screening for PICS-p. Challenges include feasible and validated approaches to screening, and resources and coordination for multidisciplinary care. Next steps should include resources to identify and address adverse social determinants of health and examination of treatment efficacy and implementation equity.
Collapse
Affiliation(s)
- Amit Sinha
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, 3471 Fifth Avenue, Suite 910, Pittsburgh, PA 15213, USA
| | - Sarah Rubin
- Department of Critical Care Medicine, University of Pittsburgh, 4401 Penn Avenue, Faculty Pavilion, 2nd Floor, Pittsburgh, PA 15224, USA
| | - Jessica M Jarvis
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, 3471 Fifth Avenue, Suite 910, Pittsburgh, PA 15213, USA.
| |
Collapse
|
28
|
Ahlberg CD, Wallam S, Tirba LA, Itumba SN, Gorman L, Galiatsatos P. Linking Sepsis with chronic arterial hypertension, diabetes mellitus, and socioeconomic factors in the United States: A scoping review. J Crit Care 2023; 77:154324. [PMID: 37159971 DOI: 10.1016/j.jcrc.2023.154324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/28/2023] [Accepted: 04/29/2023] [Indexed: 05/11/2023]
Abstract
RATIONALE Sepsis is a syndrome of life-threatening organ dysfunction caused by a dysregulated host immune response to infection. Social risk factors including location and poverty are associated with sepsis-related disparities. Understanding the social and biological phenotypes linked with the incidence of sepsis is warranted to identify the most at-risk populations. We aim to examine how factors in disadvantage influence health disparities related to sepsis. METHODS A scoping review was performed for English-language articles published in the United States from 1990 to 2022 on PubMed, Web of Science, and Scopus. Of the 2064 articles found, 139 met eligibility criteria and were included for review. RESULTS There is consistency across the literature of disproportionately higher rates of sepsis incidence, mortality, readmissions, and associated complications, in neighborhoods with socioeconomic disadvantage and significant poverty. Chronic arterial hypertension and diabetes mellitus also occur more frequently in the same geographic distribution as sepsis, suggesting a potential shared pathophysiology. CONCLUSIONS The distribution of chronic arterial hypertension, diabetes mellitus, social risk factors associated with socioeconomic disadvantage, and sepsis incidence, are clustered in specific geographical areas and linked by endothelial dysfunction. Such population factors can be utilized to create equitable interventions aimed at mitigating sepsis incidence and sepsis-related disparities.
Collapse
Affiliation(s)
- Caitlyn D Ahlberg
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA
| | - Sara Wallam
- The Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA
| | - Lemya A Tirba
- The Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA
| | - Stephanie N Itumba
- The Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA
| | - Linda Gorman
- Harrison Medical Library, Johns Hopkins Bayview Medical Center, Baltimore, MD 21224, USA
| | - Panagis Galiatsatos
- Division of Pulmonary and Critical Care Medicine, the Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA.
| |
Collapse
|
29
|
You H, Ma JE, Haverfield MC, Oyesanya TO, Docherty SL, Johnson KS, Cox CE, Ashana DC. Racial Differences in Physicians' Shared Decision-Making Behaviors during Intensive Care Unit Family Meetings. Ann Am Thorac Soc 2023; 20:759-762. [PMID: 36790912 PMCID: PMC10174123 DOI: 10.1513/annalsats.202212-997rl] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023] Open
Affiliation(s)
| | - Jessica E. Ma
- Durham Veterans Affairs Health SystemDurham, North Carolina
| | | | | | | | | | | | | |
Collapse
|
30
|
Dahmer M, Jennings A, Parker M, Sanchez-Pinto LN, Thompson A, Traube C, Zimmerman JJ. Pediatric Critical Care in the Twenty-first Century and Beyond. Crit Care Clin 2023; 39:407-425. [PMID: 36898782 DOI: 10.1016/j.ccc.2022.09.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Pediatric critical care addresses prevention, diagnosis, and treatment of organ dysfunction in the setting of increasingly complex patients, therapies, and environments. Soon burgeoning data science will enable all aspects of intensive care: driving facilitated diagnostics, empowering a learning health-care environment, promoting continuous advancement of care, and informing the continuum of critical care outside the intensive care unit preceding and following critical illness/injury. Although novel technology will progressively objectify personalized critical care, humanism, practiced at the bedside, defines the essence of pediatric critical care now and in the future.
Collapse
Affiliation(s)
- Mary Dahmer
- Division of Critical Care, Department of Pediatrics, University of Michigan, 1500 East Medical Center Drive, F6790/5243, Ann Arbor, MI, USA
| | - Aimee Jennings
- Division of Critical Care Medicine, Advanced Practice, FA.2.112, Seattle Children's Hospital, 4800 Sandpoint Way Northeast, Seattle, WA 98105, USA
| | - Margaret Parker
- Department of Pediatrics, Stony Brook University, 7762 Bloomfield Road, Easton, MD 21601, USA
| | - Lazaro N Sanchez-Pinto
- Department of Pediatrics, Ann and Robert H Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 East Chicago Avenue, Box 73, Chicago, IL 60611-2605, USA
| | - Ann Thompson
- Department of Critical Care Medicine, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261, USA
| | - Chani Traube
- Department of Pediatrics, Weill Cornell Medicine, 525 East 68th Street, Box 225, New York, NY 10065, USA
| | - Jerry J Zimmerman
- Department of Pediatrics, FA.2.300B Seattle Children's Hospital, 4800 Sandpoint Way Northeast, Seattle, WA 98105, USA; Pediatric Critical Care Medicine, Seattle Children's Hospital, Harborview Medical Center, University of Washington, School of Medicine, FA.2.300B, Seattle Children's Hospital, 4800 Sand Point Way Northeast, Seattle, WA 98105, USA.
| |
Collapse
|
31
|
Pignatiello GA, Griggs S, Hickman RL. Sociocultural Moderators of Emotion Regulation in Family Members of the Critically Ill. West J Nurs Res 2022; 44:1183-1192. [PMID: 36154536 PMCID: PMC9854268 DOI: 10.1177/01939459221124652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Coping with a loved one's critical illness as a surrogate decision-maker (SDM) elicits intense psychological distress. Emotion regulation (ER) may mitigate psychological distress. However, ER tendencies and their effects on psychological distress vary by racial and gender identity, which can inform the tailoring of ER-focused interventions. For this study, we examined between-group differences and the moderating effects of race and gender on ER (reappraisal and suppression) and psychological distress. We recruited 274 SDMs from a Midwestern academic medical center. Men reported a greater tendency to use suppression than women, and SDMs identifying as non-White reported a greater tendency to use reappraisal and suppression. Reappraisal resulted in greater psychological distress for non-White men and less psychological distress for White women. Incorporating tailored ER skill building into supportive interventions may improve the short- and long-term psychological well-being of SDMs, which may improve their ability to make value-concordant decisions and fulfill other informal caregiving responsibilities.
Collapse
|
32
|
Ramadurai D, Salazar EG, Reddy A. The Need to Address Social Determinants of Health during Critical Care Training. ATS Sch 2022; 3:518-521. [PMID: 36726711 PMCID: PMC9885987 DOI: 10.34197/ats-scholar.2022-0057vl] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 10/21/2022] [Indexed: 11/16/2022] Open
Affiliation(s)
- Deepa Ramadurai
- Division of Pulmonary, Allergy, and Critical Care Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Elizabeth G. Salazar
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
- Division of Neonatology and
| | - Anireddy Reddy
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| |
Collapse
|
33
|
Of Granularity and Generality: ICU-Onset Bloodstream Infections and the Need for Antimicrobial Stewardship and Infection Prevention. Crit Care Med 2022; 50:1828-1830. [PMID: 36394400 DOI: 10.1097/ccm.0000000000005692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
34
|
Ashana DC, Jan A, Parish A, Johnson KS, Steinhauser KE, Olsen MK, Cox CE. Interpersonal Perception: Family- and Physician-reported Conflict in the Intensive Care Unit. Ann Am Thorac Soc 2022; 19:1937-1942. [PMID: 35622412 PMCID: PMC9667798 DOI: 10.1513/annalsats.202202-147rl] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
| | - Adina Jan
- Duke University Durham, North Carolina
| | | | - Kimberly S Johnson
- Duke University Durham, North Carolina
- Veterans Affairs Medical Center Durham, North Carolina
| | - Karen E Steinhauser
- Duke University Durham, North Carolina
- Veterans Affairs Medical Center Durham, North Carolina
| | - Maren K Olsen
- Duke University Durham, North Carolina
- Veterans Affairs Medical Center Durham, North Carolina
| | | |
Collapse
|
35
|
Katzen M, Sacco J, Ku D, Scarola G, Colavita P, Augenstein V, Heniford BT. Impact of race and ethnicity on rates of emergent ventral hernia repair (VHR): has anything changed? Surg Endosc 2022:10.1007/s00464-022-09732-7. [DOI: 10.1007/s00464-022-09732-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 10/11/2022] [Indexed: 10/31/2022]
|
36
|
van de Sande D, van Bommel J, Fung Fen Chung E, Gommers D, van Genderen ME. Algorithmic fairness audits in intensive care medicine: artificial intelligence for all? Crit Care 2022; 26:315. [PMID: 36258241 PMCID: PMC9578232 DOI: 10.1186/s13054-022-04197-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 09/28/2022] [Indexed: 11/07/2022] Open
Affiliation(s)
- Davy van de Sande
- grid.5645.2000000040459992XDepartment of Adult Intensive Care, Erasmus University Medical Center, Room Ne-403, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Jasper van Bommel
- grid.5645.2000000040459992XDepartment of Adult Intensive Care, Erasmus University Medical Center, Room Ne-403, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Eline Fung Fen Chung
- grid.5645.2000000040459992XDepartment of Adult Intensive Care, Erasmus University Medical Center, Room Ne-403, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Diederik Gommers
- grid.5645.2000000040459992XDepartment of Adult Intensive Care, Erasmus University Medical Center, Room Ne-403, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Michel E. van Genderen
- grid.5645.2000000040459992XDepartment of Adult Intensive Care, Erasmus University Medical Center, Room Ne-403, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| |
Collapse
|
37
|
Screening for Social Risk Factors in the ICU During the Pandemic. Crit Care Explor 2022; 4:e0761. [PMID: 36196435 PMCID: PMC9524932 DOI: 10.1097/cce.0000000000000761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
UNLABELLED Due to limitations in data collected through electronic health records, the social risk factors (SRFs) that predate severe illness and restrict access to critical care services are poorly understood. OBJECTIVES This study explored the feasibility and utility of directly eliciting SRFs in the ICU by implementing a screening program. DESIGN SETTING AND PARTICIPANTS Five hundred sixty-six critically ill patients at the medical ICU of Robert Wood Johnson University Hospital from July 1, 2019, to September 31, 2021, were interviewed for SRFs using an adapted version of the American Academy of Family Physicians' Social Needs Screening Tool. MAIN OUTCOMES AND MEASURES For each SRFs, we compared basic demographic factors, proxies of socioeconomic status, and severity score between those with and without the SRFs through chi-square tests and Wilcoxon rank-sum tests. Furthermore, we determined the prevalence of SRFs overall, before, and during the COVID-19 pandemic. RESULTS Of critically ill patients, 39.58% reported at least one SRF. Age, zip-code matched median household income, and insurance type differed depending on the SRFs. Notably, patients with SRFs were admitted with a lower average severity score, indicating reduced risk in mortality. Since March 2020, the prevalence of SRFs in the ICU overall fell from 54.47% to 35.44%. Conversely, the proportion of patients unable to afford healthcare increased statistically significantly from 7.32% to 18.06%. CONCLUSIONS AND RELEVANCE Screening for SRFs in the ICU detected the presence of disproportionally low-risk patients whose access to critical care services became restricted throughout the pandemic.
Collapse
|
38
|
Gottlieb ER, Ziegler J, Morley K, Rush B, Celi LA. Assessment of Racial and Ethnic Differences in Oxygen Supplementation Among Patients in the Intensive Care Unit. JAMA Intern Med 2022; 182:849-858. [PMID: 35816344 PMCID: PMC9274443 DOI: 10.1001/jamainternmed.2022.2587] [Citation(s) in RCA: 59] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
IMPORTANCE Pulse oximetry (SpO2) is routinely used for transcutaneous monitoring of blood oxygenation, but it can overestimate actual oxygenation. This is more common in patients of racial and ethnic minority groups. The extent to which these discrepancies are associated with variations in treatment is not known. OBJECTIVE To determine if there are racial and ethnic disparities in supplemental oxygen administration associated with inconsistent pulse oximeter performance. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study was based on the Medical Information Mart for Intensive Care (MIMIC)-IV critical care data set. Included patients were documented with a race and ethnicity as Asian, Black, Hispanic, or White and were admitted to the intensive care unit (ICU) for at least 12 hours before needing advanced respiratory support, if any. Oxygenation levels and nasal cannula flow rates for up to 5 days from ICU admission or until the time of intubation, noninvasive positive pressure ventilation, high-flow nasal cannula, or tracheostomy were analyzed. MAIN OUTCOMES AND MEASURES The primary outcome was time-weighted average supplemental oxygen rate. Covariates included race and ethnicity, sex, SpO2-hemoglobin oxygen saturation discrepancy, data duration, number and timing of blood gas tests on ICU days 1 to 3, partial pressure of carbon dioxide, hemoglobin level, average respiratory rate, Elixhauser comorbidity scores, and need for vasopressors or inotropes. RESULTS This cohort included 3069 patients (mean [SD] age, 66.9 [13.5] years; 83 were Asian, 207 were Black, 112 were Hispanic, 2667 were White). In a multivariable linear regression, Asian (coefficient, 0.602; 95% CI, 0.263 to 0.941; P = .001), Black (coefficient, 0.919; 95% CI, 0.698 to 1.140; P < .001), and Hispanic (coefficient, 0.622; 95% CI, 0.329 to 0.915; P < .001) race and ethnicity were all associated with a higher SpO2 for a given hemoglobin oxygen saturation. Asian (coefficient, -0.291; 95% CI, -0.546 to -0.035; P = .03), Black (coefficient, -0.294; 95% CI, -0.460 to -0.128; P = .001), and Hispanic (coefficient, -0.242; 95% CI, -0.463 to -0.020; P = .03) race and ethnicity were associated with lower average oxygen delivery rates. When controlling for the discrepancy between average SpO2 and average hemoglobin oxygen saturation, race and ethnicity were not associated with oxygen delivery rate. This discrepancy mediated the effect of race and ethnicity (-0.157; 95% CI, -0.250 to -0.057; P = .002). CONCLUSIONS AND RELEVANCE In this cohort study, Asian, Black, and Hispanic patients received less supplemental oxygen than White patients, and this was associated with differences in pulse oximeter performance, which may contribute to known race and ethnicity-based disparities in care.
Collapse
Affiliation(s)
- Eric Raphael Gottlieb
- Division of Renal Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge
| | - Jennifer Ziegler
- Department of Internal Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Katharine Morley
- Harvard Medical School, Boston, Massachusetts.,Division of General Internal Medicine, Massachusetts General Hospital, Boston
| | - Barret Rush
- Department of Internal Medicine, Section of Critical Care Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Leo Anthony Celi
- Harvard Medical School, Boston, Massachusetts.,Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge.,Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts.,Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| |
Collapse
|
39
|
Abdul-Mutakabbir JC, Simiyu B. Exploring the intersection of racism, antimicrobial resistance, and vaccine equity. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2022; 2:e134. [PMID: 36483434 PMCID: PMC9726476 DOI: 10.1017/ash.2022.283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 07/07/2022] [Accepted: 07/08/2022] [Indexed: 05/20/2023]
Abstract
Structural racism and systemic health inequities have an overwhelming and deadly impact on racially and ethnically minoritized groups. Antimicrobial resistance (AMR) is widely considered a global public health threat, and concerns that minoritized groups are disproportionately affected are increasing. With the emergence and spread of AMR, novel therapies and prevention strategies are imperative. Coronavirus disease-19 (COVID-19) has highlighted stark imbalances in the hospitalization and death rates of minoritized individuals compared to their White counterparts, irrespective of the availability of targeted preventive therapies (ie, vaccinations). Thus, dialogue regarding the utility of vaccines used prophylactically to decrease the number of infectious diseases cases and the historical lack of vaccine equity and uptake across minoritized groups is needed. All of these factors work in concert to increase the burden of AMR and ultimately health disparities within minoritized communities. Herein, we provide historical context pertaining to the impact of structural racism on healthcare inequities in the United States, we explore racial and ethnic disparities in AMR, and we discuss the intersection of racism, AMR, and vaccine equity. Lastly, we offer recommendations to mitigate the described inequities.
Collapse
Affiliation(s)
- Jacinda C. Abdul-Mutakabbir
- Department of Pharmacy Practice, Loma Linda University School of Pharmacy, Loma LindaCalifornia
- Department of Basic Sciences, Loma Linda University School of Medicine, Loma LindaCalifornia
- Author for correspondence: Jacinda C. Abdul-Mutakabbir PharmD, MPH, Department of Pharmacy Practice, Loma Linda University School of Pharmacy, 24745 Stewart St, Loma Linda, CA92350. E-mail:
| | - Brenda Simiyu
- Department of Pharmacy Services, University Medical Center, New Orleans, Louisiana
| |
Collapse
|