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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/physician-characteristics
July 01, 2006 - laboratory and radiology orders; provides hundreds of order sets; and alerts pharmacists of potential drug-allergy … and drug-drug interactions Facilitators: Belief that CPOE may lead to fewer errors Barriers: Belief
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/impact-computerized-physician-0
May 01, 1993 - Intervention: Physician order entry with decision support features such as drug allergy and drug-drug
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digital.ahrq.gov/sites/default/files/docs/publication/u18hs016394-lapane-final-report-2006.pdf
January 01, 2006 - e-prescriptions to the RxNorm Semantic Clinical
Drug Codes (SCD) using the proprietary drug database … The pharmacy chain and their drug
database vendor mapped the textual drug descriptions to the RxNorm … Unique medications were identified using manual drug searches for drug names of
interest by an R.Ph. … Figures D18a and
D18b show that overriding drug a lerts relating to dose- and drug-interactions is … a lerts, with a trend in most vendor applications towards greater frequency of overriding
drug-drug
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digital.ahrq.gov/dhr-20/ahrq-digital-healthcare-research-program-milestones-achievements
January 01, 2023 - Collaborations with the Food and Drug Administration (FDA) to enhance drug safety through health IT. … supported local adoption of health IT in rural and underserved areas. 2007 AHRQ, FDA work together on drug … safety using health IT AHRQ worked with the Food and Drug Administration (FDA) to establish the Health
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digital.ahrq.gov/2018-year-review/research-spotlights/prototype-computerized-provider-order-entry-system-reduced
January 01, 2018 - prototype CPOE was developed that allowed providers to record medication indications and showed them the drug … I recently saw a patient who stopped taking a drug she thought was for one problem (depression which … The prototype gave prescribers a way to record the indication, and it showed them the drug or drugs of … included a feature that not only listed recommended medication choices, but allowed users to hover over a drug
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digital.ahrq.gov/ahrq-funded-projects/improving-outpatient-medication-lists-using-temporal-reasoning-and-clinical
January 01, 2023 - Medical Text Extraction, Reasoning and Mapping System (MTERMS), which identifies medication names and drug … For free-text notes, RxNorm covered 98 percent of the terms, while the local drug dictionary only had … ×
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Mapping partners master drug … Mapping partners master drug dictionary to RxNorm using an NLP-based approach.
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digital.ahrq.gov/sites/default/files/docs/page/SureScripts%20Final%20Report.pdf
January 11, 2007 - e-prescriptions to the RxNorm Semantic
Clinical Drug Codes (SCD) using the proprietary drug database … The pharmacy chain and their drug database vendor mapped the textual drug
descriptions to the RxNorm … Unique medications were identified using manual
drug searches for drug names of interest by an R.Ph. … The 1.16% of records with differing drug strengths and/or dosage forms in the drug
description could … Figures D18a and D18b show that overriding drug alerts relating to dose- and
drug-interactions is a
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digital.ahrq.gov/ahrq-funded-projects/health-information-technology-nursing-home
January 01, 2023 - In our previous research, we have determined that medication errors resulting in adverse drug events … Effect of computerized provider order entry with clinical decision support on adverse drug events in … effect of computerized physician order entry with clinical decision support on the rates of adverse drug … effect of computerized physician order entry with clinical decision support on the rates of adverse drug … of a computerized system for physician order entry with clinical decision support to prevent adverse drug
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digital.ahrq.gov/sites/default/files/docs/publication/r01hs015175-weissman-final-report-2007.pdf
January 01, 2007 - Early results also indicated that patients getting e-prescriptions had less
severe potential drug-drug … drug-drug interactions also are common. … Using the Multum database of drug information, the e-
prescribing system identifies potential drug-drug … drug-drug interactions. … Impact of electronic
prescribing on potential drug-drug interactions.
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digital.ahrq.gov/ahrq-funded-projects/centers-medicare-medicaid-services-special-study-%E2%80%93-pilot-testing-electronic
January 01, 2023 - In addition, the study evaluated the impact of e-prescribing on workflow, patient safety, and drug utilization … To measure the impact of electronic prescribing on patient safety and drug utilization in those practices
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digital.ahrq.gov/events/ahrq-webinar-optimizing-data-visualization-improve-care
October 19, 2022 - evaluation of a shared decision making dashboard for presenting individualized risks of harm from a drug-drug
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digital.ahrq.gov/national-webinars/optimizing-data-visualization-improve-care
January 01, 2023 - evaluation of a shared decision making dashboard for presenting individualized risks of harm from a drug-drug
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digital.ahrq.gov/sites/default/files/docs/data-visualization-slides-10192022.pdf
October 19, 2022 - evaluation of a shared decision-making
dashboard for presenting individualized risks of harm from a drug-drug … gabriela.schmajuk@ucsf.edu
60
mailto:gabriela.schmajuk@ucsf.edu
Drug-Drug Interaction Shared Decision … Professor, Department of Pharmacotherapy
University of Utah
Drug-Drug … and evaluate the usability of DDInteract, a shared decision-making
tool for the warfarin and NSAID drug-drug … Contact Information
Drug-Drug Interaction Shared Decision Making
Drug-Drug Interactions (DDIs)
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/return-investment-computerized
August 23, 2021 - The CDSS elements include renal dosing guidance, nurse time utilization, specific or expensive drug guidance … methods of cost savings, clinical outcomes are qualitatively listed Healthcare Utilization: decreased drug … guidance (accountable for approximately half of the benefits); other method of savings are adverse drug
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digital.ahrq.gov/care-setting/hospital-intensive-care-unit
January 01, 2023 - models improving the allocation of critical care pharmacists to intensive care units to reduce adverse drug … Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug … tools integrated into visualization dashboards to guide critical care pharmacists in preventing adverse drug
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/effects-computerized-clinical
March 09, 2005 - practitioner performance and 18% demonstrated improved patient outcomes; 29 trials assessed systems for drug … dosing and prescribing with 62% of single drug dosing studies reporting improved practitioner performance … and 2 of 18 systems reporting improvements in patient outcomes. 4 of the 5 systems assessing multi drug
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/personal-digital-assistants
April 01, 2006 - emergency physicians, comparing efficiency measures and impact on management decisions when using PDAs with drug … preloaded pharmacopeias, a general disease text, an infectious disease text, an infectious disease drug … shooting, etc) is 4 hours per PDA per year Quality of Care and Patient Safety Outcome: PDAs changed drug
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digital.ahrq.gov/electronic-prescribing-0
January 01, 2023 - eHealth Initiative as "the use of computing devices to enter, modify, review, and output or communicate drug … In addition, the pilot projects evaluated key issues in e-prescribing such as reduction of adverse drug … of prescription orders themselves; plan eligibility queries and responses; plan benefit information; drug … interactions, warnings or cautions, and any dosage adjustments related to the drug being prescribed … medical history related to a covered Part D drug being prescribed or dispensed.
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digital.ahrq.gov/standards-0
January 01, 2023 - 7 (HL7)
Digital Images and Communications in Medicine (DICOM)
National Council for Prescription Drug … Classification of Diseases (ICD)
Logical Observation Identifiers, Names, and Codes (LOINC)
National Drug … for Healthcare Research and Quality (AHRQ), the National Library of Medicine (NLM), and the Food and Drug … The FDA maintains the National Drug Code (NDC) Directory, the universal set of all drugs manufactured … University has revealed that the HL7/FDA Structured Product Label (SPL) can be used as a primary source for drug
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digital.ahrq.gov/ahrq-funded-projects/etiology-medication-ordering-errors-computerized-provider-order-entry-systems
January 01, 2023 - opportunities for errors to be intercepted during the clinical workflow and reducing the likelihood of adverse drug … Human Factors
Medication Errors
Medication Safety
Medication errors cause adverse drug … The VAT was triggered for duplicate orders, drug interactions, orders placed for the wrong patient or … Although no adverse drug events were reported within the study period, 22 percent of the ordering errors