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Czako S, Prochaska M. Red blood cell transfusion clinical decision support: A scoping review of guideline adherence and clinical impact. Transfusion 2025; 65:410-419. [PMID: 39828901 PMCID: PMC11842101 DOI: 10.1111/trf.18122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 11/19/2024] [Accepted: 12/10/2024] [Indexed: 01/22/2025]
Affiliation(s)
- Sydney Czako
- Washington University School of Medicine in St. Louis
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Czempik PF, Herzyk J, Wilczek D. Let Us Know Transfusion Triggers for Prophylactic Use of Platelet Concentrate-Analysis of Compliance with Recent Transfusion Guidelines in a Large Academic Medical Center. J Clin Med 2023; 12:5885. [PMID: 37762827 PMCID: PMC10532288 DOI: 10.3390/jcm12185885] [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: 08/11/2023] [Revised: 09/01/2023] [Accepted: 09/07/2023] [Indexed: 09/29/2023] Open
Abstract
Platelet concentrate (PC) is a blood component that is used to prevent or manage bleeding associated with thrombocytopenia or impaired platelet function. The aim of our study was to assess the compliance of ordering physicians with the most recent PC transfusion guidelines in our academic medical center. All PC transfusions performed between January 2019 and December 2022 were analyzed. The appropriateness of PC transfusions was assessed based on the most recent PC transfusion guidelines. During 2019-2022, there were 362 (0.2%) PC recipients out of 161,762 hospitalized patients. There were 971 PCs transfused during the analyzed period. Inappropriate transfusions accounted for 53.3% of cases, and most of them were given prophylactically (80.2%). Compliance with platelet transfusion guidelines varied among departments. The overall percentage of inappropriately transfused PC ranged from 50.7% to 60.8% in successive years. Educational activities should target clinicians performing procedures associated with high rates of inappropriate PC transfusions. Implementing clinical decision support systems can help reduce unnecessary PC transfusions and associated costs. The majority of inappropriate PC transfusions in our medical center were given as prophylaxis against bleeding. Prescribers should be educated about evidence-based transfusion triggers for the prophylactic use of PC in various clinical scenarios.
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Affiliation(s)
- Piotr F. Czempik
- Department of Anesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
- Transfusion Committee, University Clinical Center of Medical University of Silesia in Katowice, 40-752 Katowice, Poland
| | - Jan Herzyk
- Students’ Scientific Society, Department of Anesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
| | - Dawid Wilczek
- Students’ Scientific Society, Department of Anesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
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Prochaska M, Salcedo J, Berry G, Meltzer D. Racial differences in red blood cell transfusion in hospitalized patients with anemia. Transfusion 2022; 62:1519-1526. [PMID: 35657149 PMCID: PMC9357128 DOI: 10.1111/trf.16935] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/28/2022] [Accepted: 04/29/2022] [Indexed: 01/28/2023]
Abstract
BACKGROUND Guidelines recommend transfusion of red blood cells (RBC's) when a hospitalized patient's hemoglobin (Hb) drops below a restrictive transfusion threshold, either at 7 or 8 g. Hospitals have implemented transfusion policies to encourage compliance with guidelines and reduce variation in transfusion practice. However, variation in transfusion practice remains. The purpose of this study was to examine whether there is variation in the receipt of transfusion by patient race. METHODS Hospitalized general medicine patients with anemia (Hb < 10 g/dL) were eligible. Chi-squared tests were used to compare the percent of patients receiving a transfusion by race overall and within strata of their nadir Hb. Linear regression was used to test the association between a patient's race, their nadir Hb, receipt of an RBC transfusion, and the number of units transfused. RESULTS Four thousand nine hundred and fifty-one patients consented, including 1363 (28%) who received a transfusion. 71% of patients were African American, 25% were White, and 4% were Other Race. Overall African Americans were less likely to be transfused compared to Whites (25% vs. 30%, p < .01), and within Hb strata below a Nadir Hb of 9 g/dL (Hb 8.0-8.9 g/dL 1% vs. 7%, p < .01; 7.0-7.9 g/dL 15% vs. 28%, p < .01; <7 g/dL 80% vs. 86%, p < .01). African Americans also received fewer units of RBC's (β = -.17, p < .01) overall and at lower Hb levels (β = .14, p < .01) compared to Whites. DISCUSSION The Hb level at which patients are transfused at and the total number of RBC units received during hospitalization differ by patient race.
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Affiliation(s)
- Micah Prochaska
- Section of Hospital Medicine, Department of MedicineThe University of ChicagoChicagoIllinois
| | - Jorge Salcedo
- UCLA David Geffen School of MedicineLos AngelesCaliforniaUSA
| | - Grace Berry
- Section of Hospital Medicine, Department of MedicineThe University of ChicagoChicagoIllinois
| | - David Meltzer
- Section of Hospital Medicine, Department of MedicineThe University of ChicagoChicagoIllinois
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Goodnough LT, Hollenhorst MA. Clinical decision support and improved blood use in patient blood management. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2019; 2019:577-582. [PMID: 31808902 PMCID: PMC6913498 DOI: 10.1182/hematology.2019000062] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Despite many years of published medical society guidelines for red blood cell (RBC) transfusion therapy, along with clinical trials that provide Level 1 evidence that restrictive transfusion practices can be used safely and are equivalent to transfusions given more liberally, annualized blood transfusion activity did not begin to decline in the United States until 2010. Adoption of electronic medical records has subsequently allowed implementation of clinical decision support (CDS): best practice alerts that can be initiated to improve the use of blood components. We describe our own institutional experience using a targeted CDS to promote restrictive blood transfusion practice and to improve RBC use. A 42% reduction in RBC transfusions was demonstrated at our institution from a baseline in 2008 through 2015, and the rate remained stable through 2018. Although the data cannot be used to infer causality, this decreased RBC use was accompanied by improved clinical outcomes.
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Affiliation(s)
- Lawrence Tim Goodnough
- Department of Pathology and Department of Medicine (Hematology), Stanford University, Stanford, CA
| | - Marie A Hollenhorst
- Department of Pathology and Department of Medicine (Hematology), Stanford University, Stanford, CA
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Gob A, Bhalla A, Aseltine L, Chin-Yee I. Reducing two-unit red cell transfusions on the oncology ward: a choosing wisely initiative. BMJ Open Qual 2019; 8:e000521. [PMID: 31206060 PMCID: PMC6542431 DOI: 10.1136/bmjoq-2018-000521] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 02/02/2019] [Accepted: 02/19/2019] [Indexed: 11/24/2022] Open
Abstract
Background/context Despite Choosing Wisely recommendations for single unit red blood cell transfusion orders, ~50% of orders on the oncology ward at London Health Sciences Centre (LHSC) were for two units. The oncology ward at LHSC is a 60 bed tertiary care unit. In mid 2016, LHSC was 18 months into its implementation of computerised provider order entry (CPOE). Aim/objectives By December 2017, increase the proportion of one-unit red cell transfusion orders on the oncology ward from 50% to 80% Measures Outcome: % one-unit red cell transfusion orders (aggregated monthly). Improvement/innovation/change ideas Our initial theory was that unawareness of the guidelines (established in 2014) and subscription to the obsolete doctrine of two-unit transfusions were the primary behavioural drivers. Initial change ideas included an educational/awareness blitz including rounds presentations, memos and posters. Failure led us to revisit our hypothesis and carry out a real-time audit, where our team was notified on each two-unit transfusion. This revealed the true root cause: the overwhelming majority of two-unit transfusions could be traced back to standing orders that were entered on an admission order set. After provider engagement, we proceeded to remove all admission order sets containing two-unit transfusions. Impact/lessons learned/results After order set removal, our one-unit transfusion rate rose to 86% and was sustained for 17 months. We learnt two primary lessons. First that CPOE and poor order set design combined to perpetuate poor ordering practices. Second that revisiting our hypothesis and engaging in thoughtful root cause analysis that included direct observation ultimately led to an effective, sustainable solution. Discussion/spread Our study underscores the importance of executing root cause analysis on a microsystem level. We would expect the factors driving poor performance to be completely different on a service such as general internal medicine. Our study also highlights the potential pitfalls of CPOE and the importance of regular order set review to ensure adherence to current evidence.
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Affiliation(s)
- Alan Gob
- Medicine, London Health Sciences Centre, London, Ontario, Canada
| | - Anurag Bhalla
- Medicine, London Health Sciences Centre, London, Ontario, Canada.,Medicine, University of Western Ontario, London, Ontario, Canada
| | - Laura Aseltine
- Pathology and Laboratory Medicine, London Health Sciences Centre, London, Ontario, Canada
| | - Ian Chin-Yee
- Medicine, University of Western Ontario, London, Ontario, Canada.,Pathology and Laboratory Medicine, London Health Sciences Centre, London, Ontario, Canada
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Kinnear SB, Kinnear N, Bolt J. Intraoperative Cell Salvage During Transurethral Resection of Prostate: A Case Report. A A Pract 2019; 12:238-240. [PMID: 30277899 DOI: 10.1213/xaa.0000000000000895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Intraoperative cell salvage (ICS) became commercially available in 1968 and has enjoyed wide uptake. However, its use in transurethral resection of prostate (TURP) remains rare. We describe a 71-year-old man who underwent TURP with incomplete blood cross-matching. He suffered significant hemorrhage requiring return to theater. There was great delay in obtaining appropriately cross-matched blood, due to previous alloimmunization. ICS was used to retrieve blood present in bladder irrigation. This is the first Australian report of ICS use during TURP. This case led to a change in our practice and serves to demonstrate the potential of this technology during emergencies.
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Affiliation(s)
- Stephen B Kinnear
- From St Andrew's Hospital, Adelaide, South Australia, Australia.,Department of Anaesthesia, Flinders Medical Centre, Bedford Park, South Australia, Australia
| | - Ned Kinnear
- Department of Urology, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - John Bolt
- From St Andrew's Hospital, Adelaide, South Australia, Australia.,Department of Urology, Royal Adelaide Hospital, Adelaide, South Australia, Australia
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Wachsberg KN, O'Leary KJ, Buck R, O'Hara LS, Lee J, Rouleau GW, Koloms K, Weaver C. Impact of Real-Time Clinical Decision Support on Blood Utilization and Outcomes in Hospitalized Patients with Solid Tumor Cancer. Jt Comm J Qual Patient Saf 2018; 45:57-62. [PMID: 30122521 DOI: 10.1016/j.jcjq.2018.05.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Revised: 05/18/2018] [Accepted: 05/21/2018] [Indexed: 01/28/2023]
Abstract
INTRODUCTION Patients with cancer are frequently hospitalized, and anemia is a common complication of cancer care. Transfusion is often required and commonly occurs above guideline-supported thresholds. It was hypothesized that an educational intervention, combined with real-time clinical decision support (CDS), would reduce blood utilization among hospitalized solid tumor cancer patients without adversely affecting outcomes. METHODS A retrospective, historical control analysis was conducted comparing transfusion utilization among hospitalized solid tumor cancer patients before and after implementation of the educational intervention and CDS. The primary outcome was receipt of red blood cell (RBC) transfusion. Secondary outcomes included total RBC transfusions per 100 inpatient-days, readmission, outpatient transfusion within seven days of discharge, inpatient mortality, and odds of transfer to the ICU. RESULTS The odds of receiving a transfusion were significantly reduced in the postintervention cohort (odds ratio [OR] = 0.52, p = 0.005). Among patients receiving transfusion, there was no significant difference between groups in the number of RBC transfusions per 100 inpatient-days (incidence rate ratio = 0.87, p = 0.26). There were also no significant differences in readmission, outpatient transfusion within seven days of discharge, or inpatient mortality, though patients in the postintervention cohort had lower odds of ICU transfer (OR = 0.29, p = 0.04). CONCLUSION The combined use of an educational intervention and CDS in a hospitalized solid tumor cancer patient population was associated with lower blood utilization, similar patient outcomes, and unchanged short-term outpatient transfusion requirements. Hospitals should consider similar interventions to work toward appropriate resource allocation and mitigation of transfusion-associated risk in this patient population.
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Rubinstein M, Hirsch R, Bandyopadhyay K, Madison B, Taylor T, Ranne A, Linville M, Donaldson K, Lacbawan F, Cornish N. Effectiveness of Practices to Support Appropriate Laboratory Test Utilization: A Laboratory Medicine Best Practices Systematic Review and Meta-Analysis. Am J Clin Pathol 2018; 149:197-221. [PMID: 29471324 PMCID: PMC6016712 DOI: 10.1093/ajcp/aqx147] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Objectives To evaluate the effectiveness of practices used to support appropriate clinical laboratory test utilization. Methods This review followed the Centers for Disease Control and Prevention (CDC) Laboratory Medicine Best Practices A6 cycle method. Eligible studies assessed one of the following practices for effect on outcomes relating to over- or underutilization: computerized provider order entry (CPOE), clinical decision support systems/tools (CDSS/CDST), education, feedback, test review, reflex testing, laboratory test utilization (LTU) teams, and any combination of these practices. Eligible outcomes included intermediate, systems outcomes (eg, number of tests ordered/performed and cost of tests), as well as patient-related outcomes (eg, length of hospital stay, readmission rates, morbidity, and mortality). Results Eighty-three studies met inclusion criteria. Fifty-one of these studies could be meta-analyzed. Strength of evidence ratings for each practice ranged from high to insufficient. Conclusion Practice recommendations are made for CPOE (specifically, modifications to existing CPOE), reflex testing, and combined practices. No recommendation for or against could be made for CDSS/CDST, education, feedback, test review, and LTU. Findings from this review serve to inform guidance for future studies.
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Affiliation(s)
| | | | | | | | - Thomas Taylor
- Centers for Disease Control and Prevention, Atlanta, GA
| | - Anne Ranne
- Centers for Disease Control and Prevention, Atlanta, GA
| | | | | | | | - Nancy Cornish
- Centers for Disease Control and Prevention, Atlanta, GA
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Impact of organizational interventions on reducing inappropriate intravenous immunoglobulin (IVIG) usage: A systematic review and meta-analysis. Transfus Apher Sci 2018; 57:215-221. [PMID: 29439921 DOI: 10.1016/j.transci.2018.01.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 01/21/2018] [Accepted: 01/23/2018] [Indexed: 01/23/2023]
Abstract
BACKGROUND With increasing global use of intravenous immunoglobulin (IVIG), there is interest in its appropriate usage. Efforts to regulate IVIG usage have primarily taken the form of organizational interventions implemented in hospitals to monitor and improve physician prescribing. Similar interventions have proven effective in reducing the inappropriate and total hospital usage of other blood products, but their efficacy on IVIG use is less understood. Thus, we performed a systematic review of studies reporting the change in inappropriate IVIG use following such interventions in hospitals or regions. METHODS A systematic search was carried out using MEDLINE and EMBASE (1966-June 2016) for English language studies if they 1) were primary research, 2) described an organizational intervention to target plasma, IVIG, or albumin, and 3) reported appropriateness of usage and total usage preand post-intervention. Review Manager v5.0 was utilized to perform a random-effects meta-analysis on eligible IVIG studies, where the risk ratio (RR) of inappropriate IVIG transfusion comparing pre- and postintervention periods was calculated with 95% confidence intervals (CI). RESULTS Our search retrieved three retrospective cohort studies, where metaanalysis encompassing 2100 episodes of IVIG transfusion demonstrated no decrease in inappropriate IVIG use (RR 1.55, 95% CI 0.78-3.07). Heterogeneity between studies was considerable (I2 = 89%). CONCLUSION Organizational interventions were ineffective at changing inappropriate IVIG use, but more high-quality studies describing the effects of these interventions are required before any conclusions can be drawn. Futureresearch efforts should also be directed at evolving evidence-based IVIGguidelines to improve patient safety and burdens on healthcare systems.
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Yazer MH, van de Watering L, Lozano M, Sirdesai S, Rushford K, Wood EM, Yokoyama AP, Kutner JM, Lin Y, Callum J, Cserti-Gazdewich C, Lieberman L, Pendergrast J, Pendry K, Murphy MF, Selleng K, Greinacher A, Marwaha N, Sharma R, Jain A, Orlin Y, Yahalom V, Perseghin P, Incontri A, Masera N, Okazaki H, Ikeda T, Nagura Y, Zwaginga JJ, Pogłod R, Rosiek A, Letowska M, Yuen J, Cid J, Harm SK, Adhikari P. Development of RBC transfusion indications and the collection of patient-specific pre-transfusion information: summary. Vox Sang 2017; 112:487-494. [PMID: 28524235 DOI: 10.1111/vox.12496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- M H Yazer
- The Institute for Transfusion Medicine, University of Pittsburgh and University of Southern Denmark, 3636 Blvd of the Allies, Pittsburgh, PA, 15213, USA
| | - L van de Watering
- Jon J van Rood Center for Clinical Transfusion Research, Sanquin - LUMC, Plesmaniaan 1a, Leiden, 2333 BZ, the Netherlands
| | - M Lozano
- Department of Hemotherapy and Hemostasis, University Clinic Hospital, Villaroel 170, Barcelona, 08036, Spain
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Frietsch T, Thomas D, Schöler M, Fleiter B, Schipplick M, Spannagl M, Knels R, Nguyen X. Administration Safety of Blood Products - Lessons Learned from a National Registry for Transfusion and Hemotherapy Practice. Transfus Med Hemother 2017; 44:240-254. [PMID: 28924429 DOI: 10.1159/000453320] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Accepted: 10/28/2016] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Compared to blood component safety, the administration of blood may not be as safe as intended. The German Interdisciplinary Task Force for Clinical Hemotherapy (IAKH) specialized registry for administration errors of blood products was chosen for a detailed analysis of reports. METHODS Voluntarily submitted critical incident reports (n = 138) from 2009 to 2013 were analyzed. RESULTS Incidents occurred in the operation room (34.1%), in the ICU (25.2%), and in the peripheral ward (18.5%). Procedural steps with errors were administration to the patient (27.2%), indication and blood order (17.1%), patient identification (17.1%), and blood sample withdrawal and tube labeling (18.0%). Bedside testing (BST) of blood groups avoided errors in only 2.6%. Associated factors were routine work conditions (66%), communication error (36%), emergency case (26%), night or weekend team (39%), untrained personnel (19%). Recommendations addressed process and quality (n = 479) as well as structure quality (n = 314). In 189 instances, an IT solution would have helped to avoid the error. CONCLUSIONS The administration process is prone to errors at the patient assessment for the need to transfuse and the application of blood products to patients. BST is only detecting a minority of handling errors. According to the expert recommendations for practice improvement, the potential to improve transfusion safety by a technical solution is considerable.
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Affiliation(s)
- Thomas Frietsch
- Department of Anesthesiology and Critical Care Medicine, Diakonissenkrankenhaus Mannheim, Teaching Hospital of the University Medicine Mannheim, University of Heidelberg, Mannheim, Germany
| | - Daffyd Thomas
- Department of Anaesthesia and Critical Care, Morriston Hospital, Swansea, Wales, UK
| | - Michael Schöler
- Department of Anesthesiology and Surgical Intensive Care Medicine, University Medical Center Mannheim, Mannheim, Germany
| | | | - Martin Schipplick
- Department of Anesthesiology and Critical Care Medicine, Krankenhaus Leonberg, Leonberg, Germany
| | - Michael Spannagl
- Department of Hemostasis and Transfusion Medicine, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Ralf Knels
- Medical Care Center Dresden, Labor Moebius, Dresden, Germany
| | - Xuan Nguyen
- Duc's Laboratories, Amita Monestry, Mannheim, Germany
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Abstract
Transfusion of red blood cells (RBCs) is a balance between providing benefit for patients while avoiding risks of transfusion. Randomized, controlled trials of restrictive RBC transfusion practices have shown equivalent patient outcomes compared with liberal transfusion practices, and meta-analyses have shown improved in-hospital mortality, reduced cardiac events, and reduced bacterial infections. This body of level 1 evidence has led to substantial, improved blood utilization and reduction of inappropriate blood transfusions with implementation of clinical decision support via electronic medical records, along with accompanying educational initiatives.
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Affiliation(s)
- Lawrence Tim Goodnough
- Department of Pathology, Stanford University, Stanford, CA, USA; Department of Medicine, Stanford University, Stanford, CA, USA.
| | - Anil K Panigrahi
- Department of Pathology, Stanford University, Stanford, CA, USA; Department of Anesthesiology, Stanford University, Stanford, CA, USA
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Abelow A, Gafter-Gvili A, Tadmor B, Lahav M, Shepshelovich D. Educational interventions encouraging appropriate use of blood transfusions. Vox Sang 2017; 112:150-155. [DOI: 10.1111/vox.12493] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Revised: 11/17/2016] [Accepted: 12/29/2016] [Indexed: 01/28/2023]
Affiliation(s)
- A. Abelow
- Medicine A; Rabin Medical Center; Beilinson Hospital; Petach Tikva Israel
| | - A. Gafter-Gvili
- Medicine A; Rabin Medical Center; Beilinson Hospital; Petach Tikva Israel
- Institute of Hematology; Davidoff Center; Rabin Medical Center; Beilinson Hospital; Petach Tikva Israel
- Sackler School of Medicine; Tel Aviv University; Tel Aviv Israel
| | - B. Tadmor
- Rabin Medical Center; Beilinson hospital; Petach Tikva Israel
| | - M. Lahav
- Institute of Hematology; Davidoff Center; Rabin Medical Center; Beilinson Hospital; Petach Tikva Israel
- Sackler School of Medicine; Tel Aviv University; Tel Aviv Israel
| | - D. Shepshelovich
- Medicine A; Rabin Medical Center; Beilinson Hospital; Petach Tikva Israel
- Sackler School of Medicine; Tel Aviv University; Tel Aviv Israel
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Tim Goodnough L, Andrew Baker S, Shah N. How I use clinical decision support to improve red blood cell utilization. Transfusion 2016; 56:2406-2411. [DOI: 10.1111/trf.13767] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Revised: 07/01/2016] [Accepted: 07/07/2016] [Indexed: 12/21/2022]
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