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Fusco A, Rossi C, Bertolini G, Costantino G, Bellone P, Duca A, Nattino G. Use of oxygen therapy in the emergency department. A multicentre observational study. Am J Emerg Med 2025; 92:228-232. [PMID: 40082091 DOI: 10.1016/j.ajem.2025.02.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Revised: 02/20/2025] [Accepted: 02/20/2025] [Indexed: 03/16/2025] Open
Affiliation(s)
- Alessandra Fusco
- Pronto Soccorso, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, MI, Italy
| | - Carlotta Rossi
- Laboratory of Clinical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, BG, Italy
| | - Guido Bertolini
- Laboratory of Clinical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, BG, Italy
| | - Giorgio Costantino
- Pronto Soccorso, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, MI, Italy; Dipartimento di Scienze Cliniche e di Comunità (DISCCO), Università degli Studi di Milano, Milano, MI, Italy.
| | - Pietro Bellone
- Pronto Soccorso, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, MI, Italy
| | - Andrea Duca
- Integrazione Percorsi di Cura Ospedale-Territorio, Agenzia Regionale Emergenza Urgenza, Milano, MI, Italy
| | - Giovanni Nattino
- Laboratory of Clinical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, BG, Italy
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Ling W, Yang C, Ho M, Lee JJ. Effectiveness of Acupressure on Sleep Quality Among Inpatients: A Systematic Review and Meta-Analysis. Nurs Health Sci 2025; 27:e70075. [PMID: 40049603 PMCID: PMC11884929 DOI: 10.1111/nhs.70075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 02/10/2025] [Accepted: 02/24/2025] [Indexed: 03/10/2025]
Abstract
Sleep quality in adult inpatients is frequently and severely disturbed by various factors such as noise, pain, and unfamiliar surroundings, which can impair disease recovery. Acupressure is widely used to improve sleep quality in hospitalized patients, but its overall effectiveness is unclear. This meta-analysis aims to analyze the efficacy of acupressure therapy on sleep quality and sleep parameters in adult inpatients. Eight electronic databases were searched for randomized controlled trials published before April 2024. Two researchers independently screened, assessed, and extracted data from the included studies. A total of 41 studies involving 3680 subjects were included. The meta-analysis showed a significant difference between the acupressure and control groups in sleep quality (SMD = -1.58, 95% CI [-1.85, -1.31]), total sleep time (SMD = 1.12, 95% CI [0.40, 1.83]), sleep efficiency (SMD = 0.90, 95% CI [0.29, 1.52]), sleep onset latency (SMD = -0.73, 95% CI [-1.14, -0.33]), and wake after sleep onset (SMD = -1.32, 95% CI [-2.55, -0.09]). The meta-regression results suggested that the number of sessions daily and the duration of each session were significant factors influencing heterogeneity. Acupressure is an effective intervention to improve sleep quality and sleep parameters in inpatients.
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Affiliation(s)
- Weihong Ling
- School of Nursing, LKS Faculty of MedicineThe University of Hong KongHong KongChina
- Department of General Surgery, Chongqing General HospitalChongqing UniversityChongqingChina
| | - Chenxi Yang
- School of Nursing, LKS Faculty of MedicineThe University of Hong KongHong KongChina
| | - Mu‐Hsing Ho
- School of Nursing, LKS Faculty of MedicineThe University of Hong KongHong KongChina
| | - Jung Jae Lee
- School of Nursing, LKS Faculty of MedicineThe University of Hong KongHong KongChina
- The George Institute for Global HealthSydneyAustralia
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Guffi T, Ehrsam J, Débieux M, Rossel JB, Crevier MJ, Reny JL, Stirnemann J, Meier CA, Aujesky D, Bassetti S, Aubert CE, Méan M. Monitoring low-value care in medical patients from Swiss university hospitals using a Findable, Accessible, Interoperable, Reusable (FAIR) national data stream and patient and public involvement: LUCID study protocol. BMJ Open 2024; 14:e089662. [PMID: 39732480 PMCID: PMC11683918 DOI: 10.1136/bmjopen-2024-089662] [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: 06/05/2024] [Accepted: 11/11/2024] [Indexed: 12/30/2024] Open
Abstract
INTRODUCTION Healthcare practices providing minimal or no benefit to recipients have been estimated to represent 20% of healthcare costs. However, defining, measuring and monitoring low-value care (LVC) and its downstream consequences remain a major challenge. The purpose of the National Data Stream (LUCID NDS) is to identify and monitor LVC in medical inpatients using routinely collected hospital data. METHODS AND ANALYSIS This protocol describes a multistep approach to the identification and surveillance of LVC: (1) creating an NDS based on Findable, Accessible, Interoperable, Reusable (FAIR) principles using routinely collected hospital data from medical inpatients who signed a general consent for data reuse from 2014 onwards; (2) selecting recommendations applicable to medical inpatients using data from LUCID NDS to develop a comprehensive and robust set of LVC indicators; (3) establishing expert consensus on the most relevant and actionable recommendations to prevent LVC; (4) applying the Strength of Recommendation Taxonomy methodology to assess the level of evidence of recommendations; (5) involving patients and the public at various stages of LUCID NDS; and (6) designing monitoring rules within the LUCID NDS and validating quality measures. ETHICS AND DISSEMINATION The ethics committees of all five participating university hospitals (Basel, Bern, Geneva, Lausanne and Zurich) approved LUCID NDS as a national registry on quality of care. We will disseminate our findings in peer-reviewed journals, at professional conferences, and through short reports sent to participating entities and stakeholders; moreover, lay summaries are provided for patients and the broader public on our webpage (www.LUCID-nds.ch).
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Affiliation(s)
- Tommaso Guffi
- Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
- Division of Internal Medicine, Universitätsspital Zürich, Zurich, Switzerland
| | - Julien Ehrsam
- Department of Diagnostic, HUG, Geneve, Switzerland
- Department of Radiology and Medical Informatics, University of Geneva, Geneve, Switzerland
| | | | | | | | - Jean-Luc Reny
- Department of Medicine, Geneva University Hospitals, Geneve, Switzerland
| | | | - Christoph A Meier
- Division of Internal Medicine, Universitätsspital Zürich, Zurich, Switzerland
| | - Drahomir Aujesky
- Division of General Internal Medicine, Inselspital Universitatsspital Bern, Bern, Switzerland
| | - Stefano Bassetti
- Division of Internal Medicine, Universitatsspital Basel, Basel, Switzerland
| | - Carole Elodie Aubert
- General Internal Medicine, Inselspital University Hospital Bern, Bern, Switzerland
- Institute for Primary Healthcare, University of Bern, Bern, Switzerland
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4
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Rha J, Ezran C, Liu KT, Gordon LB. Resident Physicians Can Promote Environmental Health and Climate-Informed Health Care. J Grad Med Educ 2024; 16:35-39. [PMID: 39677886 PMCID: PMC11644592 DOI: 10.4300/jgme-d-24-00175.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2024] Open
Affiliation(s)
- Jacob Rha
- Jacob Rha, MD, MBA, is a PGY-2 Resident, MaineHealth Maine Medical Center, Portland, Maine, USA
| | - Camille Ezran
- Camille Ezran, MD, MS, is a PGY-3 Resident, MaineHealth Maine Medical Center, Portland, Maine, USA
| | - Katherine T. Liu
- Katherine T. Liu, MD, is Clinical Assistant Professor, Tufts University School of Medicine, Boston, Massachusetts, USA, and Department of Medicine, MaineHealth Maine Medical Center, Portland, Maine, USA; and
| | - Lesley B. Gordon
- Lesley B. Gordon, MD, MS, is Assistant Professor, Tufts University School of Medicine, Boston, Massachusetts, USA, and Associate Program Director, Internal Medicine Residency, Department of Medicine, MaineHealth Maine Medical Center, Portland, Maine, USA
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Wilkinson KS, Sparks AD, Gergi M, Repp AB, Al-Samkari H, Thomas R, Roetker NS, Zakai NA. Validation of the International Medical Prevention Registry on Venous Thromboembolism (IMPROVE) risk scores for venous thromboembolism and bleeding in an independent population. Res Pract Thromb Haemost 2024; 8:102441. [PMID: 38953050 PMCID: PMC11215414 DOI: 10.1016/j.rpth.2024.102441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 04/29/2024] [Accepted: 05/09/2024] [Indexed: 07/03/2024] Open
Abstract
Background Multiple guidelines recommend assessment of bleeding and venous thromboembolism (VTE) risk in adult medical inpatients to inform prevention strategies. There is no agreed-upon method for VTE and bleeding risk assessment. Objectives To validate the International Medical Prevention Registry on Venous Thromboembolism (IMPROVE) VTE and bleeding risk scores in an independent population. Methods In this retrospective study, we calculated the IMPROVE VTE and bleeding risk scores in medical inpatients admitted between 2010 and 2019 at the University of Vermont Medical Center (UVMMC). Patients were followed for in-hospital bleeding events while hospitalized and VTE events while hospitalized and for 3 months after discharge. We assessed calibration of the risk models by comparing the observed incidence of events in the UVMMC and IMPROVE populations across the published risk categories. We also assessed performance of the IMPROVE risk factors after refitting the models in the UVMMC population. Discrimination was assessed using the area under the receiver operating characteristic curve (AUC). Results VTE occurred in 270 (1.1%) of 23,873 admissions, with 92 (34%) occurring during admission, and bleeding occurred in 712 (4.7%) of 15,240 admissions. When the IMPROVE-VTE risk factors were refitted to the UVMMC data, the AUC was 0.64. When the IMPROVE bleeding risk factors were refitted to the UVMMC data, the AUC was 0.67. The IMPROVE-VTE score tended to overestimate risk at higher scores, and the IMPROVE bleeding score underestimated risk at lower scores and overestimated risk at higher scores. Conclusion While the refitted IMPROVE VTE and bleeding risk scores had reasonable model fit, the scores were poorly calibrated and did not reliably identify or differentiate patients at risk for VTE and bleeding. Different methods are needed for risk assessment of medical inpatients for VTE and bleeding risk.
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Affiliation(s)
- Katherine S. Wilkinson
- Department of Pathology and Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Andrew D. Sparks
- Department of Medical Biostatistics, Biomedical Statistics Research Core, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Mansour Gergi
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
| | - Allen B. Repp
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
| | - Hanny Al-Samkari
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ryan Thomas
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
| | - Nicholas S. Roetker
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
| | - Neil A. Zakai
- Department of Pathology and Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Tyack Z, Carter H, Allen M, Senanayake S, Warhurst K, Naicker S, Abell B, McPhail SM. Multicomponent processes to identify and prioritise low-value care in hospital settings: a scoping review. BMJ Open 2024; 14:e078761. [PMID: 38604625 PMCID: PMC11015208 DOI: 10.1136/bmjopen-2023-078761] [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: 08/11/2023] [Accepted: 01/15/2024] [Indexed: 04/13/2024] Open
Abstract
OBJECTIVES This scoping review mapped and synthesised original research that identified low-value care in hospital settings as part of multicomponent processes. DESIGN Scoping review. DATA SOURCES Electronic databases (EMBASE, PubMed, CINAHL, PsycINFO and Cochrane CENTRAL) and grey literature were last searched 11 July and 3 June 2022, respectively, with no language or date restrictions. ELIGIBILITY CRITERIA We included original research targeting the identification and prioritisation of low-value care as part of a multicomponent process in hospital settings. DATA EXTRACTION AND SYNTHESIS Screening was conducted in duplicate. Data were extracted by one of six authors and checked by another author. A framework synthesis was conducted using seven areas of focus for the review and an overuse framework. RESULTS Twenty-seven records were included (21 original studies, 4 abstracts and 2 reviews), originating from high-income countries. Benefit or value (11 records), risk or harm (10 records) were common concepts referred to in records that explicitly defined low-value care (25 records). Evidence of contextualisation including barriers and enablers of low-value care identification processes were identified (25 records). Common components of these processes included initial consensus, consultation, ranking exercise or list development (16 records), and reviews of evidence (16 records). Two records involved engagement of patients and three evaluated the outcomes of multicomponent processes. Five records referenced a theory, model or framework. CONCLUSIONS Gaps identified included applying systematic efforts to contextualise the identification of low-value care, involving people with lived experience of hospital care and initiatives in resource poor contexts. Insights were obtained regarding the theories, models and frameworks used to guide initiatives and ways in which the concept 'low-value care' had been used and reported. A priority for further research is evaluating the effect of initiatives that identify low-value care using contextualisation as part of multicomponent processes.
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Affiliation(s)
- Zephanie Tyack
- Queensland University of Technology, Brisbane, Queensland, Australia
| | - Hannah Carter
- Australian Centre for Health Services Innovation (AusHSI) and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Michelle Allen
- Queensland University of Technology, Brisbane, Queensland, Australia
| | - Sameera Senanayake
- Australian Centre for Health Services Innovation (AusHSI) and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Kym Warhurst
- Australian Centre for Health Services Innovation (AusHSI) and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
- Mater Misericordiae Ltd, South Brisbane, Queensland, Australia
| | - Sundresan Naicker
- Australian Centre for Health Services Innovation (AusHSI) and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Bridget Abell
- Australian Centre for Health Services Innovation (AusHSI) and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Steven M McPhail
- Australian Centre for Health Services Innovation (AusHSI) and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
- Metro South Health, Brisbane, Queensland, Australia
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Kripalani S, Norton WE. Methodological progress note: De-implementation of low-value care. J Hosp Med 2024; 19:57-61. [PMID: 38093492 PMCID: PMC10842822 DOI: 10.1002/jhm.13257] [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: 08/16/2023] [Revised: 10/26/2023] [Accepted: 11/29/2023] [Indexed: 01/04/2024]
Abstract
De-implementation is the process of reducing or stopping the use of ineffective, harmful, or low-value healthcare services that provide little or no benefit to patients. This article reviews relevant frameworks for planning and evaluating de-implementation initiatives, describes unique barriers, and provides effective strategies for de-implementation in Hospital Medicine.
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Affiliation(s)
- Sunil Kripalani
- Section of Hospital Medicine, Vanderbilt University Medical Center, Nashville, TN
- Center for Health Services Research, Vanderbilt University Medical Center, Nashville, TN
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Haller MD, Cho HJ, Ahn J, Krouss M, Alaiev D, Yoon GH, Dunn AS, Fagan I. Initiative to reduce inappropriate venous thromboembolism prophylaxis in an 11-hospital safety net system: An electronic health records-based approach. J Hosp Med 2023. [PMID: 37051635 DOI: 10.1002/jhm.13104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 03/24/2023] [Accepted: 03/29/2023] [Indexed: 04/14/2023]
Abstract
BACKGROUND While pharmacologic prophylaxis has benefits for venous thromboembolism (VTE) prevention in high-risk patients, unnecessary use carries potential harm, including bleeding, heparin-induced thrombocytopenia, and patient discomfort, and should be avoided in low-risk patients. While many quality improvement initiatives aim to reduce underuse, successful models on reducing overuse are sparse in the literature. OBJECTIVE We aimed to create a quality improvement initiative to reduce overuse of pharmacologic VTE prophylaxis. DESIGNS, SETTINGS AND PARTICIPANTS A quality improvement initiative was implemented across 11 safety net hospitals in New York City. INTERVENTION The first electronic health record (EHR) intervention consisted of a VTE order panel that facilitated risk assessment and recommended VTE prophylaxis for high-risk patients only. The second EHR intervention used a best practice advisory that alerted clinicians when prophylaxis was ordered for a patient previously deemed "low risk." Prescribing rates were compared through a three-segment interrupted time series linear regression design. RESULTS Compared to the preintervention period, the first intervention did not change the rate of total pharmacologic prophylaxis immediately after implementation (1.7% relative change, p = .38) or over time (slope difference of 0.20 orders per 1000 patient days, p = .08). Compared to the first intervention period, the second intervention led to an immediate 4.5% reduction in total pharmacologic prophylaxis (p = .04) but increased thereafter (slope difference of 0.24, p = .03) such that weekly rates at the end of the study were similar to rates prior to the second intervention.
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Affiliation(s)
| | - Hyung J Cho
- Department of Quality and Safety, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Jennifer Ahn
- NYU Grossman School of Medicine, New York, New York, USA
- Health+Hospitals/Bellevue Hospital, Internal Medicine, New York, New York, USA
| | - Mona Krouss
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Quality and Safety, NYC Health+Hospitals, New York, New York, USA
| | - Daniel Alaiev
- Department of Quality and Safety, NYC Health+Hospitals, New York, New York, USA
| | - Garrett H Yoon
- Virginia Tech Carilion School of Medicine, Roanoke, Virginia, USA
| | - Andrew S Dunn
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ian Fagan
- NYU Grossman School of Medicine, New York, New York, USA
- Health+Hospitals/Bellevue Hospital, Internal Medicine, New York, New York, USA
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Cole NL, Reichmann S, Ross-Hellauer T. Toward equitable open research: stakeholder co-created recommendations for research institutions, funders and researchers. ROYAL SOCIETY OPEN SCIENCE 2023; 10:221460. [PMID: 36756064 PMCID: PMC9890123 DOI: 10.1098/rsos.221460] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 01/03/2023] [Indexed: 06/18/2023]
Abstract
Open Research aims to make research more accessible, transparent, reproducible, shared and collaborative. Doing so is meant to democratize and diversify access to knowledge and knowledge production, and ensure that research is useful outside of academic contexts. Increasing equity is therefore a key aim of the Open Research movement, yet mounting evidence demonstrates that the practices of Open Research are implemented in ways that undermine this. In response, we convened a diverse community of researchers, research managers and funders to co-create actionable recommendations for supporting the equitable implementation of Open Research. Using a co-creative modified Delphi method, we generated consensus-driven recommendations that address three key problem areas: the resource-intensive nature of Open Research, the high cost of article processing charges, and obstructive reward and recognition practices at funders and research institutions that undermine the implementation of Open Research. In this paper, we provide an overview of these issues, a detailed description of the co-creative process, and present the recommendations and the debates that surrounded them. We discuss these recommendations in relation to other recently published ones and conclude that implementing ours requires 'global thinking' to ensure that a systemic and inclusive approach to change is taken.
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Affiliation(s)
- Nicki Lisa Cole
- Open and Reproducible Research Group, Graz University of Technology, Graz, Austria
- Know-Center GmbH, Graz, Austria
| | - Stefan Reichmann
- Open and Reproducible Research Group, Graz University of Technology, Graz, Austria
| | - Tony Ross-Hellauer
- Open and Reproducible Research Group, Graz University of Technology, Graz, Austria
- Know-Center GmbH, Graz, Austria
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Adams A, Cho HJ. Ensuring Progress Toward Racial Equity in Pulse Oximetry. JAMA Intern Med 2022; 182:1329. [PMID: 36342695 DOI: 10.1001/jamainternmed.2022.4854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Ayrenne Adams
- Department of Ambulatory Care and Population Health, NYC Health + Hospitals, New York, New York.,Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Hyung J Cho
- Department of Quality and Safety, NYC Health + Hospitals, New York, New York.,Department of Medicine, NYU Grossman School of Medicine, New York, New York
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Affiliation(s)
- William K Silverstein
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Choosing Wisely Canada, Toronto, ON, Canada
| | - Adina S Weinerman
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Centre for Quality Improvement and Patient Safety, University of Toronto, Toronto, ON, Canada
| | - Karen Born
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University Toronto, Toronto, ON, Canada
| | | | - Christopher P Moriates
- Department of Internal Medicine, Dell Medical School, University of Texas at Austin, Austin, TX, USA
- Costs of Care, Boston, MA, USA
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