Title: Toward The Intelligent Electronic Health Record The VA experience
1Toward The Intelligent Electronic Health Record
- The VA experience
- Steven (Hank) Rappaport, MD
- Enterprise Systems Manager for Provider Systems
- Office of Information, Veterans Health
Administration, Department of Veterans Affairs - May 11, 2007
2Objectives
- Describe the VHA Electronic Health Record and
computing environment, and its intelligence - Compare the capabilities and intelligence of
other systems - Describe what is needed for a truly intelligent
system
3No Current Relevant Financial Relationships with
Commercial entities(However, starting May 21,
2007 I begin work with Microsofts Azyxxi project)
Steven (Hank) Rappaport, MD
Disclosures
4Topics
- Background VHA and VistA
- Intelligence
- Overview
- Data Browsing
- Ordering / Order checks / Order suggestion
- Narrative documentation
- Guideline compliance
- Treatment planning and care coordination / panel
management - Patient tracking / workflow monitoring
- Data Mining
- Problem oriented charting
- Decision support / links to knowledge resources
5Background
6Background - Outline
- VHA environment
- Brief history of the VHA EHR
- EHR Capabilities
- Impact of EHR use
- Enablers, limitations constraints
7VA Environment
- Patients 4.5M veteran users
- Sites of care 150 medical centers, 800 clinics
- Outpatient visits per year 50M
- Admissions per year 550k
- Staff 200k
- Bills sent to insurance 21M/year
- Budget 1.4B IT
8VistA Usage
- 1.7B orders, 1M/day
- 640M Images, 910k/day
- 906M Documents, 640k/day
- 885M Medication admin via BCMA, 620k/day
- 1.1B Vitals, 725k/day
- 1M lab results /day
- 200M Outpatient Rxs dispensed/year
9History of the VHA EHR
- Underground railroad in 1978
- Official deployment of DHCP in 1982
- Lab, pharmacy, scheduling
- VistA Imaging 1992
- CHCS
- Order Entry / Results Reporting 1994
- CPRS GUI 1998
- BCMA 2000
10History of the VHA EHR
- Opensource
- Global deployment
- Mexico
- State Vet Homes in Oklahoma
- Midland Memorial Hospital, Texas
- American Samoa
- VistA Office EHR
- World VistA (www.worldvista.org)
- Vendor consortium
- www.hardhats.org
11VistA Packages Clinical
- CPRS - Order Entry / Results Reporting
- Pharmacy
- Laboratory
- Radiology / Imaging
- Surgery
- Nursing
- Nutrition Food Service
- Audiology and Speech Pathology
- Social Work
- Medicine / Clinical Procedures
- Clinical Registries
12VistA Packages Clinical Admin
- Admission / Discharge / Transfer
- Patient Information Management
- Appointment Management / Scheduling
- Integrated Billing / Fee Basis
- Patient Care Management Module
- Prosthetics
13VistA Packages Hospital Management
- IFCAP (purchasing)
- Engineering
- Time and attendance
14VistA current architecture
- M database
- 128 production instances, facility-centric
- M server side programming language
- Windows applications written in Delphi
- National Health Data Repository and other
services - Migrating to Java, relational databases, 3-tier
service oriented architecture
15EHR Functional Capabilities
- CPOE
- Narrative documentation
- Role-based document management
- Request management
- Data browsing
- Alerts management
- Algorithmic reminders
- Panel View and query
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18Enablers
- Single database
- Minimal interface issues
- Captive audience to some degree
- Clinical Indication Data Capture mutiny
- Willingness to iterate
- Designed by end-users, for end-users
- Implementation approach
- Local flexibility for development and
configuration - Iterative
- Clinical Application Coordinators
19Constraints
- Physician time
- Regional data
- Incomplete data
- Standards
- Privacy / security
20Recognized Limitations of the VHA EHR
- Limited coded clinical data
- Non-standardized clinical data
- Limited knowledge representation language
- Limited ability to exchange knowledge across
sites - Becoming increasingly difficult and expensive to
maintain / enhance the software - Vendor dependence
- Query tools limited
- Limited coding of patient context
- Limited links between orders and
- Documentation
- Problems
- Follow-up
21Intelligence
22Wheres the intelligence?
23Intelligence Definition
- Any sufficiently advanced technology is
indistinguishable from magic. -
- Arthur C. Clarke, "Profiles of The Future", 1961
(Clarke's third law)
24Intelligence Types in EHR
- Links to knowledge resources
- Context sensitive
- Intelligent prompting for documentation
- Presenting likely information of interest
- Assessment of proposed therapy
- Therapy advice
- Therapy monitoring
- Learning
25Is there any intelligent life out there?
26Searching for Intelligence
- Data Browsing
- Ordering / Order checks / Order suggestion
- Narrative documentation
- Guideline compliance
- Treatment planning and care coordination / panel
management - Patient tracking / workflow monitoring
- Data Mining
- Problem oriented charting
- Decision support / links to knowledge resources
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41Data browsing
- Wheres the Intelligence?
- What kind of intelligence would be helpful?
- What more is needed?
42Intelligent Browsing
- Display related information
- Trend identification
- Links to related information
- Problem focused
- Plan focused
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48Ordering / Order checks / advice
49Ordering - Outline
- Simple
- Quick orders
- Order menus
- Order sets
- Closing the loop BCMA
- Problem oriented ordering
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51Basic med ordering
52Basic med ordering
53Basic med ordering
54Basic Med Ordering
55Personal quick orders
56Personal quick orders
57Order menus
58Order menus
59Orders by category
60Menus of quick orders
61Order sets
62Disease specific order menus
63Add education
64Basic decision support
65Ordering as a byproduct of care
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67Utilization Diagnosis-SpecificGabapentin
68Ordering
- Wheres the intelligence?
- What kind of intelligence is helpful?
- What more is needed?
69Narrative documentation
70Narrative Documentation outline
- Simple templates
- Linked to notes
- Patient data objects
- Starting templates for notes in progress
- Interactive dialogs
- Controls
- Branching logic
- Saving data as well as text
- Links to reference sources
- Linking notes to consults / procedures
- Actions as a byproduct of documentation
- Images linked to templates
- Templates on the fly
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75Dialog templates
76Dialog templates
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81Links to reference materials
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87Narrative documentation
- Wheres the intelligence?
- What kind of intelligence is helpful?
- What more is needed?
88Narrative documentation issues
- Protected text
- Copy / paste
- Default templates for clinical context
(appointments, patient condition, etc) - Editing complex, unsigned notes
- Data standardization
89Guideline Compliance
90Guidelines - Outline
- VA - DoD Clinical Practice Guideline Council
- Clinical reminders for executing guidelines
- Due now
- Performance measures
- Limitation completeness of data (single site vs
VHA) - Athena
- MUEs
91VA DoD Clinical Practice Guideline Council
92Automation-assisted guidelines
- Hypertension
- Depression screening
- Lipid management
- Mamography / Pap
- Hepatitis C screening
- Diabetes management
- Colorectal cancer screening
- Influenza / pnemovax
- Exercise / weight / smoking
93CPG implementation HTN
94CPG implementation - HTN
95CPG implementation Antipsychotics and
Involuntary Movements
96Antipsychotics
97Athena
98Medication Utilization
99Guidelines summary
- Wheres the intelligence?
- What kind of intelligence is helpful?
- What more is needed?
100Treatment planning / Care Coordination / Panel
Management
101Care Coordination outline
- Treatment planning / monitoring
- Care Coordination
- Care Management
- Dashboard
- Query tool
102Treatment Planning / Monitoring
- Specify goals of care, future data needs, future
conditional actions - System monitors for events defined by plan and
generates alerts - Long way to go
- Desire to do this in Care Delivery Support System
103Care Coordination
- Home telehealth
- Integration of multiple vendor systems
- Monthly summary progress notes
- Nurse case managers
- Additional signer capability
- Alerts
104Panel Management
105Panel Management
106Panel Management
107Treatment Planning / Care Coordination / Panel
Management
- Wheres the intelligence?
- What kind of intelligence is helpful?
- What more is needed?
108Patient tracking / workflow monitoring
109Patient Tracking / workflow monitoring
- Build models of care delivery process
- Track patients progress through the model
- Notify when progress not meeting expectations
110Scenarios
- Emergency department
- Outpatient surgery
- Chemotherapy clinic
111Approach
- Workflow engine
- Monitor for clinical events
- Order placement
- Result availability
- Contact with staff
- Alert using existing tools
- ED whiteboard
112Patient tracking
113Patient Tracking
114Patient tracking / workflow monitoring
- Wheres the intelligence?
- What kinds of intelligence are helpful?
- What more is needed?
115Data Mining
116Data Mining - Topics
- Health data repository
- Seasonal variation in blood pressure
- Problem order associations
117Health Data Repository
- National repository of VHA clinical data
- Allergies
- Medications
- Laboratory results
- Vital signs
- Demographic information
- More coming
- Official medical record QA/research tool
118Seasonal and geographic variation in blood
pressure
119Seasonal and geographic variation in blood
pressure
120Problem Order associations
121Data Mining summary
- Wheres the intelligence?
- What kinds of intelligence are helpful?
- What more is needed?
122Problem oriented charting
123Problem oriented charting - topics
- Clinical Indications
- Drug database
- Euclid assist
124Clinical Indications Data Capture
- Desire to have a diagnosis for each order
- Caused near mutiny
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127Current approach to Dx for orders
128Problem-focused display of related data
129Problem oriented charting summary
- Wheres the intelligence?
- What kinds of intelligence are helpful?
- What more is needed?
130Decision support / links to knowledge resources
131Decision support topics
- Errors the VHA EHR does not yet prevent
- Links to knowledge
- Differential diagnosis
- Therapy suggestion
132Errors that the VHA EHR does not yet prevent
- Incorrect drug
- Incorrect dose
- Incorrect associated orders
133Links to knowledge
- Context sensitive links
- Calculators
134Differential diagnosis / therapy suggestion
135Decision support / links summary
- Wheres the intelligence
- What kinds of intelligence are helpful
- What more is needed
136Intelligent EHR VHA experience
- Summary
- Browsing
- Ordering
- Documentation
- Planning / plan monitoring
- Problem focused care
- Panel management
- Diagnostic support
- Data mining as a way to derive intelligence
automatically
137The Intelligent EHR is an enabler for the
delivery of high quality, cost effective care
that leads to satisfied staff and patients