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- Blackford Middleton,
- MD, MPH, MSc, FACP, FACMI, FHIMSS
- Director, Clinical Informatics R&D, Partners Healthcare
- Assistant Professor of Medicine, Brigham & Women’s Hospital, Harvard
Medical School, Boston, MA
- AMIA PCIWG Workshop Day, November 2003
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- Motivation at Partners Healthcare
- Innovation at Scale
- Current Research Processes
- Sampling of Current Research & Development Projects
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- US Healthcare expenditures are $1.4T in 2002, or 14% of GDP
- Public expenditure on healthcare now 43% of total (up 10% in past
decade)
- Return of double digit healthcare insurance premium increases (Up 11% in
2001)
- Employer healthcare benefit costs expected to rise 15% on average in
2003
- Prescription expenses projected to increase 12% in 2003
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- Over 30% of 600,000 Hysterectomies/yr
- Over 25% of 1,000,000 cardiac catheterizations/yr
- Over 40% of 110,000,000 outpatient antibiotic Rx/yr
- Female Medicaid patients aged 52 to 69 – only 55% receive screening
mammogram
- Commercial HMOs – 20% diabetics without HbgA1c, and 50% without eye exam
- Surgical error: including all error types more than 1 error per case,
and 14% of errors result in serious injury
- Avoidable delays in treatment and in adequate staffing result in 20% of
errors
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- For Every:
- 1000 patients coming in for outpatient care
- 1000 outpatients who are taking a prescription drug
- 1000 prescriptions written
- 1000 women with a marginally abnormal mammogram
- 1000 referrals
- 1000 patients who qualified for secondary prevention of high
cholesterol
- There Appear to Be:
- 14 patients with life-threatening or serious ADEs
- 90 who seek medical attention because of drug complications
- 40 with medical errors
- 360 who will not receive appropriate follow-up care
- 250 referring physicians who have not received follow-up information 4
weeks later
- 380 will not have a LDL-C, within 3 years, on record
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- Founded in 1994
- Brigham and Women’s Hospital
- Massachusetts General Hospital
- Now includes:
- Community Physician Network
- 2 Rehab Hospitals
- 4 Community Hospitals
- Affiliated cancer hospital
- Common Clinical IT supported by Partners Information Systems
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- 55,000 email accounts
- 4,000 simultaneous users
- 35,000 paging transactions / day
- 25,000 order sessions/day
- 2,900,000 patients EMPI
- 3,700,000 visits captured
- 3,200 users of the LMR
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- 580,000,000 results in the CDR
- growing at a rate of 100,000 transactions/d
- 800 GB allocated
- 25 million specimens on file
- 8 million Radiology reports
- 75,000,000 images archived
- 2+ million Pathology reports
- 1+ million Operative notes
- 1+ million Discharge summaries
- 2+ million Microbiology Specimens
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- CQA
- Clinical & Quality Analysis, David Bates, Director
- www.partners.org/cqa
- CIRD
- Clinical Informatics Research & Development, Blackford Middleton,
Director
- www.partners.org/cird
- Partners IS Research Council, John Glaser, Chair
- Center for Information Technology Leadership, Blackford Middleton,
Chairman
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- Asynchronous Clinical Event Monitor
- Bacteremia Prediction Rule
- BICS Event Engine
- Cholesterol Algorithm
- Clinical Documentation
- Drug Dictionary Support for LMR
- Drug-Drug Interactions
- ED Clinical Documentation Benefits Analysis
- End of Visit
- Nephros/Gerios
- Handbook
- KnowledgeLink
- Medication Alerts
- Medication Data Management
- Outpatient Clinical Reminders
- Patient Assessment
- Patient Computing
- Patient-Oriented Health & Disease Information
- Problem List Dictionary
- Results Manager
- Referral Manager
- Controlled Medical Terminology
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- Patient safety
- Ambulatory care
- Managing medical knowledge
- Remote provision of care
- Imaging informatics
- Optimizing patient care workflow
- IT support of clinical research
- Payer-provider integration
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- November 2003
- Consumer Displays
- Digital Camera for Home Health
- Imaging Databases and Viewers
- Indoor Tracking
- Knowledge Management
- Medvance
- NLP Structured Doc
- Provision of Cardiac Services
- Smart Pen
- Tablet PC
- Vigilanz
- June 2003
- Context-Sensitive Retrieval
- Financial Data Warehouse
- Home-based Monitoring Care of CHF Patients
- ID Management
- Web Services
- Wireless Devices
- March 2003
- Black Box Warnings
- Improve Resident Practice
- Instant Messaging
- Interoperability of Data
- Medical Records Analytical Tools
- Nursing Communication
- Partners-wide Rules Engine
- Patient Data Synchronization
- October 2002
- Clinical Messaging
- Family History
- Handheld Record
- IP Telephony
- Lipid Management
- Microsoft OS
- Partners Desktop
- Speech Integration
- Strong Authentication
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- KnowledgeLink
- Results Manager
- Patient Gateway
- ACPOE
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- Medical literature doubling every 19 years
- Doubles every 22 months for AIDS care
- 2 Million facts needed to practice
- Covell study of LA Internists:
- 2 unanswered clinical questions for every 3 pts
- 2/3 “answerable,” but only 1/2 of these ever answered, usually by
another clinician
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- Drug information is most frequent question
- 41% (Haynes 1990)
- 14% (Strasberg 1999)
- ~33% (Handbook stats)
- Drug info readily available
- Drug knowledge deficits are implicated in 29% of ADEs, and up to half of
preventable ADEs (Leape 1995)
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- To describe how often and for what purposes physicians use knowledge
links made available to them from within an electronic medical record
- To assess providers’ perspective on impact on care and provider
satisfaction with links to real-time knowledge which are
context-specific
- To assess the impact of providing these links on quality and utilization
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- Randomize clinicians by clinic to KL/MDX (10), KL/SKOLAR (9), or no KL
(12)
- ~300 providers per group
- attendings
- housestaff
- NPs
- 6 months to 1 year
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- 5,656 queries (4,649 MDX, 1,007 Skolar)
- 329 distinct users (17.2/user, range 1-495)
- 3,448 distinct patients (1.6/pt, range 1-14)
- 1,373 distinct medications (4.1/med, range 1-65)
- Top 10 list: Lipitor, Atenolol, HCTZ, Lisinopril, Paxil, Celexa,
Levoxyl, Dyazide, Protonix, Vioxx
- Frequency of KnowledgeLink use
- ~2x/mo/provider (median), range 0.05-26.2
- 4.6% of visits (based on subset of clinics)
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- About 80% of all KnowledgeLink queries are answered
- Not enough responses to say whether MDX (79%) is more effective than
Skolar (71%), and for which types of queries
- 19% of queries by physicians cause them to alter a decision
- Skolar may have the edge over MDX (33% vs 17%)
- not enough data to determine with which types of queries KnowledgeLink
has the most impact
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- Per week, full-time PCP needs to review:
- 360 chemistry results (SMA7 = 7)
- 460 hematology results
- 12 pathology reports
- 40 radiology reports
- Heavy Time Investment
- 72 minutes (SD = 46) per day
- High level of dissatisfaction
- 57% of attending physicians report being not satisfied with the way
they manage test results
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- ‘Failure to diagnose’ has been a rapidly rising cause of legal action
- Failures in the follow-up systems account for ¼ of diagnosis-related
malpractice lawsuits
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- 6 month, clustered, randomized controlled trial in 12 clinics
- Outcomes
- % of patients with timely follow-up
- Abnormal cholesterol
- Abnormal HbA1c
- Abnormal Mammograms
- Abnormal Pap smear
- Patient satisfaction regarding communication
- Physician satisfaction regarding result follow-up system
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- Investigators: Blackford Middleton, PI, Jonathan Wald (Co-PI, Product
Manager), David Bates, Tejal Gandhi, Eric Poon, Richard Grant, James
Meigs, Jeffrey Schnipper, Sapna Syngal,
- Research Staff: Lynn Volk, Amy Bloom, Lauren Weissman, Karen Burk
- Development/Implementation: Lisa Nelson, Dan Warmsley, Marianna Epstein,
Linda Pedraza, Julian Butler, Raisa Feygin, Rudy Visokay, Mohan Babu,
Andrea Fleming, Alison Gersten, Pat Carchidi
- Consultants: Patti Brennan, Vimla Patel, Dave Gustafson, Harvey Murff
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- “ Shared Online Health Records for Patient Safety and Care”
- Intervention
- Patient Journal with “topics”
- ARM 1: Meds/Allergies and Diabetes (or)
- ARM 2: Health maintenance and Family History
- Journal entry before a visit (for review during the visit)
- Changed prescription meds/allergies submitted at any time
- Pilot in 2nd quarter 2004
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- Study patients who use an online record abstracted from their
physician’s EMR to share health information and communicate will have
improved:
- Clinical Outcomes [PRIMARY]:
- 1-2. ¯ADE rate, faster
amelioration of side effects (Aim 1)
- 3. HM adherence to
guidelines (Aim 2)
- 4. % of diabetics with Hba1c < 8.0 (Aim 2)
- 5. Detection of modifiable
risk factors from family history (Aim 3)
- EMR Documentation [SECONDARY]:
- 6. accuracy of medications
and alternative therapies (Aim 1)
- 7-8. rate of appropriate
preventive care and screening, and improved diabetes status (Aim 2)
- 9. rate of family history
documentation (Aim 3)
- Knowledge [SECONDARY]:
- 10-12. patient knowledge
about their medications (Aim 1), prevention and diabetes guidelines
(Aim 2)
- Communication & Satisfaction [SECONDARY]:
- 13-14. patient, family,
and physician communication, and satisfaction with care (Aim 4)
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- High enthusiasm among patients / staff
- Reasonable volume of patient messages; replacing phone calls
- Staff / physician time-neutral or time-saving
- Few inappropriate messages
- More transactions à more
value
- (even with small % of pts)
- Alternative workflows can be reduced
- (Voicemail to MDs, email to MDs, messages on paper, mailed letters)
- LMR workflow interactions are important
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- Blackford Middleton, MD
- bmiddleton1@partners.org
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