Notes
Slide Show
Outline
1
Primary Care Informatics Research at Partners Healthcare
  • 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
2
Overview
  • Motivation at Partners Healthcare
  • Innovation at Scale
  • Current Research Processes
  • Sampling of Current Research & Development Projects
3
The US HealthCare Industry Carefully Watches Itself Crash…
4
US Healthcare Cost Challenges
  • 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
5
Examples of Overuse, Underuse, Misuse, and Waste
  • 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
6
Summary of the Scope of the Outpatient Care Problem
  • 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
7
Partners HealthCare
  • 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
8
Partners HealthCare: Scale of the Integration Effort
  • 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
9
Partners HealthCare: Scale of the Integration Effort
  • 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
10
PHS Systems Integration Cvomponents
11
A Continuum of Clinical
Decision Support
12
 
13
 
14
 
15
Research Processes at PHS IS
  • 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
    • www.citl.org


16
Clinical Informatics Research Activities (CIRD & CQA)
  • 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


17
Partners IS Research “Themes”
  • 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
18
PHS IS Council Research Projects
  • 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
19
Sample Research Projects
  • KnowledgeLink
  • Results Manager
  • Patient Gateway
  • ACPOE


20
Physician Information Needs
  • 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
21
Unanswered drug questions
  • 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)


22
KnowledgeLink: Research Aims
  • 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
23
KnowledgeLink: Study Design
  • 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
24
Status: First 8 Months
  • 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)

25
 
26
Effectiveness of KnowledgeLink
  • 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

27
Burden of Outpatient Test Result Management
  • 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

28
A Risk Management Time Bomb
  • ‘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
29
Results Manager Home Page
Eric Poon, MD, PI/Project Mgr
30
 
31
 
32
 
33
 
34
 
35
Evaluating the Impact of RM on Patient Safety
  • 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
36
The Patient Gateway at Partners HealthCare: A Key Component to an Integrated Clinical Information Management Strategy at an IDN
  • 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
37
Who Creates the Online Health Record?
38
 
39
AHRQ Research Support RO1
  • “ 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
40
Study Outcomes Snapshot
  • 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)
41
Primary Care Account growth Feb 2002 to Oct 2003
42
Some Lessons Learned
  • High enthusiasm among patients / staff
    • (as expected)
  • Reasonable volume of patient messages; replacing phone calls
    • (high volume feared)
  • Staff / physician time-neutral or time-saving
    • (not a time sink)
  • Few inappropriate messages
    • (fears of portal misuse)
  • 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
43
"Blackford Middleton"
  • Blackford Middleton, MD
  • bmiddleton1@partners.org