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Search Results for Clinical Decision Support
Abstract Number: 237
REDUCTION OF UNNECESSARY MAGNESIUM LABORATORY TESTING AT STANFORD MEDICAL CENTER
SHM Converge 2023
Background: Lab testing is critical for clinical decision-making and used throughout healthcare systems. Overuse of lab testing is known to be commonplace and contributes to shortages in lab testing materials. While practices exist at medical institutions that aim to limit lab test overuse, it is unclear which interventions are effective. Methods: We aimed to reduce [...]
Abstract Number: 245
HOSPITAL-ASSOCIATED VENOUS THROMBOEMBOLISM PROPHYLAXIS USE BY RISK ASSESSMENT
SHM Converge 2024
Background: Venous thromboembolism (VTE) is a prevalent and costly medical condition in hospitalized patients. Risk assessment tools like the Padua Predictive Score aim to differentiate low-risk and high-risk patients for targeted pharmaceutical prophylaxis (pPPX) administration. However, widespread adoption of risk assessment remains suboptimal. This study investigates HA VTE prophylaxis use in medicine inpatients within a [...]
Abstract Number: 258
USING CLINICAL DECISION SUPPORT SYSTEMS TO GUIDE THE REDUCTION IN TELEMETRY OVERUSE IN A COMMUNITY TEACHING HOSPITAL
Hospital Medicine 2020, Virtual Competition
Background: In order to reduce overuse, many hospitals have conducted studies and implemented protocols with the goal of reducing non-indicated telemetry monitoring. A common tool that institutions utilize for these changes are the clinical decision support systems (CDSS). In this report, we will present the telemetry protocol utilized by our hospital and review its effects [...]
Abstract Number: 271
CLINICAL DECISION SUPPORT TOOLS ENHANCE THROMBOPROPHYLAXIS IN OLDER COVID-19 PATIENTS
SHM Converge 2024
Background: Thromboprophylaxis of hospitalized COVID-19 patients – including extended, post-discharge thromboprophylaxis in high-risk patients – has been evaluated in multiple randomized trials and incorporated into antithrombotic guidelines. Yet, provider adoption of best practices remains sub-optimal. Our aim was to assess whether an electronic health record (EHR)-agnostic clinical decision support (CDS) tool incorporating the validated IMPROVE-DD [...]
Abstract Number: 286
PREDICTING OBSERVATION STATUS PATIENTS LIKELY TO STAY LESS THAN 24 HOURS USING A MACHINE-LEARNING-BASED TRIAGE TOOL
Hospital Medicine 2020, Virtual Competition
Background: Observation status was designed to reduce health care costs for patients in need of short hospital stays. CMS suggests that observation care should typically require less than 24 hours, and only rarely last more than 48 hours. However, studies suggest that length of stay for observation patients is often longer than CMS guidance.[1,2] An [...]
Abstract Number: 298
Effect of Default Order Set Settings on Telemetry Ordering: Helping Residents Choose More Wisely
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Background: Over the past fifty years, remote cardiac monitoring (“telemetry”) has become routine for many patients admitted to the hospital. Telemetry has many clinical benefits and is recommended by the American Heart Association for a limited set of indications, but is often inappropriately used. Overutilization of telemetry can lead to unnecessary tests and procedures, may [...]
Abstract Number: 315
UTILIZATION OF A MODIFIED PROCALCITONIN ALGORITHM IN HOSPITALIZED ADULTS: A MIXED-METHODS STUDY OF IMPLEMENTATION STRATEGIES AND BARRIERS
Hospital Medicine 2020, Virtual Competition
Background: Procalcitonin (PCT) testing has been shown in randomized trials to decrease antibiotic exposure and be a reliable predictor of clinical response to antibiotics in lower respiratory tract infection (LRTI) and sepsis. Although studied to guide antibiotic discontinuation in LRTI and sepsis, optimal strategies for introducing PCT into “real-world” clinical use are unknown. Our study [...]
Abstract Number: 337
Using an Electronic Clinical Decision Support Tool to Improve Evidence-based ordering for Venous Catheters
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Background: Peripherally inserted central catheters (PICCs) are an increasingly popular choice in the acute care setting for intravenous therapy. However, compared to other catheters, PICCs are associated with a higher risk for venous thromboembolism and blood stream infection, with multi-lumen PICCs having higher complication rates than single lumen. Midline catheters are associated with a much [...]
Abstract Number: 371
ENHANCING IN-HOSPITAL PATIENT SAFETY WITH THE EPIC DETERIORATION INDEX
SHM Converge 2024
Background: In-hospital patient deterioration, often unpredictable and multifaceted, presents a significant challenge in hospital medicine. Despite existing measures like illness severity scoring systems and rapid response teams (RRT), patient outcomes remain suboptimal. Delays in recognizing and treating worsening conditions lead to adverse effects and increased healthcare costs. Purpose: In our large healthcare system, covering two [...]
Abstract Number: 388
AUGMENTED INTELLIGENCE: AUTOMATION OF VANCOMYCIN MONITORING TO IMPROVE PATIENT SAFETY
Hospital Medicine 2019, March 24-27, National Harbor, Md.
Background: Medical error is now the third leading cause of death in the United States. Approximately 4% of hospitalized patients experience an adverse event with 20% of these adverse events being medication-related, three-fourths of which are prescribing and administration errors. Vancomycin has been reported to account for one-fourth of the medication errors. Prescribing vancomycin is [...]
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