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Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice
White NM, Carter HE, Kularatna S, Borg DN, Brain DC, Tariq A, Abell B, Blythe R, McPhail SM
Journal of the American Medical Informatics Association : JAMIA. 2023
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Editor's Choice
Abstract
OBJECTIVE Sustainable investment in computerized decision support systems (CDSS) requires robust evaluation of their economic impacts compared with current clinical workflows. We reviewed current approaches used to evaluate the costs and consequences of CDSS in hospital settings and presented recommendations to improve the generalizability of future evaluations. MATERIALS AND METHODS A scoping review of peer-reviewed research articles published since 2010. Searches were completed in the PubMed, Ovid Medline, Embase, and Scopus databases (last searched February 14, 2023). All studies reported the costs and consequences of a CDSS-based intervention compared with current hospital workflows. Findings were summarized using narrative synthesis. Individual studies were further appraised against the Consolidated Health Economic Evaluation and Reporting (CHEERS) 2022 checklist. RESULTS Twenty-nine studies published since 2010 were included. Studies evaluated CDSS for adverse event surveillance (5 studies), antimicrobial stewardship (4 studies), blood product management (8 studies), laboratory testing (7 studies), and medication safety (5 studies). All studies evaluated costs from a hospital perspective but varied based on the valuation of resources affected by CDSS implementation, and the measurement of consequences. We recommend future studies follow guidance from the CHEERS checklist; use study designs that adjust for confounders; consider both the costs of CDSS implementation and adherence; evaluate consequences that are directly or indirectly affected by CDSS-initiated behavior change; examine the impacts of uncertainty and differences in outcomes across patient subgroups. DISCUSSION AND CONCLUSION Improving consistency in the conduct and reporting of evaluations will enable detailed comparisons between promising initiatives, and their subsequent uptake by decision-makers.
PICO Summary
Population
Patients in hospital settings – including those receiving inpatient, emergency, or ambulatory care (29 studies).
Intervention
Computerized decision support systems (CDSS) based intervention.
Comparison
Current hospital workflows.
Outcome
Studies evaluated CDSS for adverse event surveillance (5 studies), antimicrobial stewardship (4 studies), blood product management (8 studies), laboratory testing (7 studies), and medication safety (5 studies). All studies evaluated costs from a hospital perspective but varied based on the valuation of resources affected by CDSS implementation, and the measurement of consequences.
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Rotational thromboelastometry guided blood component use in cirrhotic children undergoing invasive procedures: Randomized Controlled Trial
Maria A, Lal BB, Khanna R, Sood V, Mukund A, Bajpai M, Alam S
Liver international : official journal of the International Association for the Study of the Liver. 2022
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Editor's Choice
Abstract
BACKGROUND & AIMS This randomized controlled trial (RCT) was conducted with the aim to evaluate the efficacy and safety of using ROTEM-based transfusion strategy in cirrhotic children undergoing invasive procedures. METHODS This was a open-label, RCT which included (i) children under 18 years of age with liver cirrhosis; (ii) INR between 1.5 and 2.5; and/or (iii) platelet count between 20x10(9) /L to 50x10(9) /L (for procedures other than liver biopsy) and between 40x10(9) /L to 60x10(9) /L (for liver biopsy); and (iv) listed for invasive procedures. Stratified randomization was done for children undergoing liver biopsies. Patients randomized to the ROTEM and conventional groups received blood component transfusion using predefined criteria. RESULTS A total of 423 invasive procedures were screened for inclusion of which 60 were randomized (30 in each group with comparable baseline parameters). The volume of total blood components, fresh frozen plasma (FFP) and platelets transfused was significantly lower in ROTEM as compared to conventional group. Only 46.7% of children in ROTEM group received a blood component compared to 100% in conventional group (p<0.001). The requirement of FFP (ROTEM 43.3%, Conventional: 83.3%, p = 0.001) was significantly lower in the patients receiving ROTEM guided transfusions. There was no difference in procedure related bleed and transfusion related complications between the 2 groups. ROTEM was cost effective (p=0.002) despite the additional cost of the test. CONCLUSION ROTEM-based transfusion strategies result in lower blood component transfusion in cirrhotic children undergoing invasive procedures without an increase in risk of procedure-related bleed. ROTEM-guided transfusion strategy is cost-effective.
PICO Summary
Population
Children with liver cirrhosis undergoing invasive procedures (n= 60).
Intervention
ROTEM-based transfusion strategy (n= 30).
Comparison
Conventional coagulation tests-based transfusion strategy (n= 30).
Outcome
The volume of total blood components, fresh frozen plasma (FFP) and platelets transfused was significantly lower in ROTEM as compared to conventional group. Only 46.7% of children in ROTEM group received a blood component compared to 100% in conventional group. The requirement of FFP (ROTEM: 43.3%, conventional: 83.3%) was significantly lower in the patients receiving ROTEM guided transfusions. There was no difference in procedure related bleed and transfusion related complications between the two groups. ROTEM was cost-effective despite the additional cost of the test.
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Thromboelastography-Guided Therapy Enhances Patient Blood Management in Cirrhotic Patients: A Meta-analysis Based on Randomized Controlled Trials
Hartmann J, Dias JD, Pivalizza EG, Garcia-Tsao G
Seminars in thrombosis and hemostasis. 2022
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Editor's Choice
Abstract
Patients with cirrhosis often have abnormal hemostasis, with increased risk of hemorrhage and thrombosis. Thromboelastography provides a rapid assessment of the coagulation status and can guide product transfusions in adult patients with cirrhosis. This study aimed to determine whether the use of thromboelastography in adult patients with cirrhosis decreases blood product use and impacts adverse events or mortality compared with standard practice. A registered (PROSPERO CRD42020192458) systematic review and meta-analysis was conducted for randomized controlled trials (RCTs) comparing thromboelastography-guided hemostatic management versus standard practice (control). Co-primary outcomes were the number of transfused platelet units and fresh frozen plasma (FFP) units. Secondary outcomes were mortality, adverse events, utilization of individual blood products, blood loss or excessive bleeding events, hospital/intensive care unit stay, and liver transplant/intervention outcomes. The search identified 260 articles, with five RCTs included in the meta-analysis. Platelet use was five times lower with thromboelastography versus the control, with a relative risk of 0.17 (95% confidence interval [CI]: [0.03-0.90]; p = 0.04), but FFP use did not differ significantly. Thromboelastography was associated with less blood product (p < 0.001), FFP + platelets (p < 0.001), and cryoprecipitate (p < 0.001) use. No differences were reported in bleeding rates or longer term mortality between groups, with the thromboelastography group having lower mortality at 7 days versus the control (relative risk [95% CI] = 0.52 [0.30-0.91]; p = 0.02). Thromboelastography-guided therapy in patients with cirrhosis enhances patient blood management by reducing use of blood products without increasing complications.
PICO Summary
Population
Patients with cirrhosis (5 studies, n= 302).
Intervention
Thromboelastography-guided haemostatic management.
Comparison
Standard coagulation testing (standard practice).
Outcome
Platelet use was five times lower with thromboelastography vs. standard practice, with a relative risk of 0.17 (95% confidence interval [CI]: [0.03-0.90]), but fresh frozen plasma (FFP) use did not differ significantly. Thromboelastography was associated with less blood product, FFP + platelets, and cryoprecipitate use. No differences were reported in bleeding rates or longer-term mortality between groups, with the thromboelastography group having lower mortality at 7 days vs. standard practice (relative risk [95% CI] = 0.52 [0.30-0.91]).
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Risk-assessment models for VTE and bleeding in hospitalized medical patients: an overview of systematic reviews
Darzi AJ, Repp AB, Spencer FA, Morsi RZ, Charide R, Etxeandia-Ikobaltzeta I, Bauer KA, Burnett AE, Cushman M, Dentali F, et al
Blood advances. 2020;4(19):4929-4944
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Editor's Choice
Abstract
Multiple risk-assessment models (RAMs) for venous thromboembolism (VTE) in hospitalized medical patients have been developed. To inform the 2018 American Society of Hematology (ASH) guidelines on VTE, we conducted an overview of systematic reviews to identify and summarize evidence related to RAMs for VTE and bleeding in medical inpatients. We searched Epistemonikos, the Cochrane Database, Medline, and Embase from 2005 through June 2017 and then updated the search in January 2020 to identify systematic reviews that included RAMs for VTE and bleeding in medical inpatients. We conducted study selection, data abstraction and quality assessment (using the Risk of Bias in Systematic Reviews [ROBIS] tool) independently and in duplicate. We described the characteristics of the reviews and their included studies, and compared the identified RAMs using narrative synthesis. Of 15 348 citations, we included 2 systematic reviews, of which 1 had low risk of bias. The reviews included 19 unique studies reporting on 15 RAMs. Seven of the RAMs were derived using individual patient data in which risk factors were included based on their predictive ability in a regression analysis. The other 8 RAMs were empirically developed using consensus approaches, risk factors identified from a literature review, and clinical expertise. The RAMs that have been externally validated include the Caprini, Geneva, IMPROVE, Kucher, and Padua RAMs. The Padua, Geneva, and Kucher RAMs have been evaluated in impact studies that reported an increase in appropriate VTE prophylaxis rates. Our findings informed the ASH guidelines. They also aim to guide health care practitioners in their decision-making processes regarding appropriate individual prophylactic management.
PICO Summary
Population
Adult patients hospitalized for an acute, critical, or chronic medical illness. (2 systematic reviews).
Intervention
Overview of systematic reviews to identify and describe multiple risk-assessment models (RAMs) and their clinical utility for venous thromboembolism (VTE) and bleeding.
Comparison
Standard care without the use of RAMs or a different RAM from the one used in the intervention.
Outcome
Fifteen unique RAMs for VTE were identified, seven were derived from individual participant data and eight were developed empirically using consensus approaches, risk factors identified from a literature review, and clinical expertise. Five systematic reviews described RAMs that have been externally validated and three systematic reviews described RAMs evaluated in terms of thromboprophylaxis rates or clinical outcomes.
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Management of Iron Overload in Resource Poor Nations: A Systematic Review of Phlebotomy and Natural Chelators
Orisakwe OE, Amadi CN, Frazzoli C
J Toxicol. 2020;2020:4084538
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Editor's Choice
Abstract
Iron is an essential element and the most abundant trace metal in the body involved in oxygen transport and oxygen sensing, electron transfer, energy metabolism, and DNA synthesis. Excess labile and unchelated iron can catalyze the formation of tissue-damaging radicals and induce oxidative stress. English abstracts were identified in PubMed and Google Scholar using multiple and various search terms based on defined inclusion and exclusion criteria. Full-length articles were selected for systematic review, and secondary and tertiary references were developed. Although bloodletting or phlebotomy remains the gold standard in the management of iron overload, this systematic review is an updated account of the pitfalls of phlebotomy and classical synthetic chelators with scientific justification for the use of natural iron chelators of dietary origin in resource-poor nations.
PICO Summary
Population
Patients with iron overload due to various conditions (neurodegenerative diseases, cancer, metabolic syndrome, sickle cell disease) in resource-poor nations (38 studies).
Intervention
Dietary sources of iron-chelators: spices/turmeric, staple crops, teas, berries, citrus/grape seed, garcinia kola, plant extracts, shrimp.
Comparison
Phlebotomy.
Outcome
Phlebotomy remains the gold standard in the management of iron overload. This systematic review is an updated account of the pitfalls of phlebotomy and classical synthetic chelators with scientific justification for the use of natural iron chelators of dietary origin in resource-poor nations.