Using Health IT to Prevent Adverse Events - AHRQ National ...

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The use of a method to automaticallyannotate prescriptions may improvecommunication and reduce the risk ofadverse drug events.
• Single site study using internallydevelopede-prescribing system(RxStar)• Randomized trial examiningcallbacks in three local pharmacies• Reason for callback• Date and time• Type of prescription generatingcallback• 7 –item survey distributed to 50high volume local pharmacies:• Likert questions about impactof SYW• Free text explanations
Page 1 and 2:
National Web-Based Teleconference o
Page 3 and 4:
Meaningful Use Incentives
Page 5 and 6:
Benefits of EHR data• symptoms, s
Page 7 and 8:
Framework
Page 9 and 10:
Target errors• Explicit voluntary
Page 11 and 12:
Terminology challenges• Terminolo
Page 13 and 14:
Deep Natural Language Processing“
Page 15 and 16:
Demography of CXRs• 10 years; 889
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Falls• Calibrate database to lite
Page 19 and 20:
Conflicts in the EHR
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Conflicts in the EHR: ―Digital cl
Page 23 and 24:
Self reporting in the EHR
Page 25 and 26:
Self reporting in the EHR• Accide
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Self reporting in the EHR: PPVMista
Page 29 and 30:
Large scale event reporting
Page 31 and 32: Event reporting• Use NLP and 45 r
Page 33 and 34: Next-generation detection
Page 35 and 36: Data quality• All medical record
Page 37 and 38: Learning from the DataDeviation by
Page 39 and 40: 345New Information ToolsGlucose0.45
Page 41 and 42: Conclusions
Page 43 and 44: Thank You!
Page 45 and 46: Medication Safety• The typical ho
Page 47 and 48: MDMed OrdersOrderingErrors (49%)Tra
Page 49 and 50: Barcode/eMAR at the Bedside • Ord
Page 51 and 52: Real Time Alerts to Nurse
Page 53 and 54: Evaluating the Impact of Barcode-eM
Page 55 and 56: Impact on Potential Adverse Drug Ev
Page 57 and 58: Admin and Transcription Error Study
Page 59 and 60: Impact on Nurse Workflow• 232 2-h
Page 61 and 62: Implementation Factors• Software
Page 63 and 64: Implementation• 45 Enhancements t
Page 65 and 66: Information System Analyst• Troub
Page 67 and 68: Scanners•Need scanning flexibilit
Page 69 and 70: Bar Coding Inconsistencies• Where
Page 71 and 72: Physician Workflow• Inability toq
Page 73 and 74: Over Reliance• Technology driving
Page 75 and 76: Continued Feedback
Page 77 and 78: In Summary• Barcode technology si
Page 79 and 80: Kevin B. Johnson, MD, MSProfessor B
Page 81: • Adverse events are often mitiga
Page 87 and 88: Funded by AHRQ R 18 HSO17216
Page 89 and 90: • Mismatches between formulationr
Page 91 and 92: Goal - to improve the safety andusa
Page 93 and 94: • Discovered 115 medications to r
Page 95 and 96: • Many allow dosing in0.1 ml incr
Page 98 and 99: UsersE-PrescribingSystem ServerSTEP
Page 100 and 101: •Medication Name•Medication Enc
Page 102 and 103: For each known frequency…PatientW
Page 104 and 105: RecognizedMedication InSTEPSToolsKn
Page 106 and 107: For each dose range…PossibleDoseG
Page 108 and 109: • If the age of the patient is le
Page 110 and 111: • Implementation in two vendor sy
Page 112 and 113: Thank You!
Page 114 and 115: Coming Soon!Our Next EventA webinar
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