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Clinical Decision Support Blackford Middleton, MD, MPH, MSc, FACP, FACMI, FHIMSS  Chairman, Center for Information Technology Leadership Corporate Director, Clinical Informatics Research & Development Partners Healthcare System Harvard Medical School Bridging the Chasm HL-7 Clinical Interoperability Council April 19-21, 2009
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object]
Herbert A. Simon, Nobel Laureate ,[object Object],[object Object]
Physician Information Needs ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Kassirer J, Pauker S. NEJM 1973 Covell DG, Uman GC, Manning PR.  Ann Intern Med. 1985 Oct;103(4):596-9
Measuring Information Needs  ,[object Object],[object Object],[object Object],[object Object],Gorman, 1995 Gorman and Helfand 1995
Factors Positively Influencing Information Seeking  Behavior ,[object Object],[object Object],[object Object],[object Object],Gorman & Helfand, 1995
Factors that did Not Correlate with Information Seeking Behavior ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Gorman & Helfand, 1995
Paper-based Medicine ,[object Object],[object Object],[object Object],[object Object],[object Object]
HITECH Act: HIT Adoption  Stimulus $34B ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CDS Applications by Category ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Kuperman GJ et al. J Hlth Info Mgmt (13)2, pg 81-96
The Evidence for CDS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Value of Ambulatory CDS ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Problems with CDS Koppel R et al. JAMA 293:10, Mar 2005 22 Categories of Increased Medication Risk
Problems with CDS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Types of Unintended consequences ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Ash J, et al. JAMIA 2007
Rates of Positive Survey Responses on the Effect of Adoption of EMRs, 2008 DesRoches CM et al. N Engl J Med 2008;359:50-60` 4% of physicians use fully functional electronic health records 13% use some form of basic electronic records Middleton B Health Aff  2005;24(5):1269-72  Yet, 89% of the benefit of HIT goes to others,
Barriers to Clinical Decision Support ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Clinical Decision Support: Knowledge-based systems ,[object Object],[object Object],[object Object]
Inference Methods Used in Knowledge-based Systems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CAD/DM Smart Form Smart View: Data Display Smart Assessment, Orders, and Plan Assessment and recommendations generated from rules engine Smart Documentation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CAD/DM Smart Form Medication Orders Lab Orders Referrals Handouts/Education
Converting evidence to care Publication Bibliographic databases Submission Reviews, guidelines, textbook Negative  results variable 0.3 year 6. 0 - 13.0 years 50% 46% 18% 35% 0.6 year 0.5 year 9.3 years Dickersin, 1987 Koren, 1989 Balas, 1995 Poynard, 1985 Kumar, 1992 Kumar, 1992 Poyer, 1982 Antman, 1992 Negative  results Lack of  numbers Expert opinion Inconsistent indexing 17:14 Original research Acceptance Patient Care 17 years to apply 14% of research knowledge to patient care! Balas Yearbook Medical Informatics 2000gtre4, courtesy M Overhage
Partners Knowledge Management Portal The Knowledge Management Portal Filter-Based Search page: This screen shot illustrates the filter search selections that facilitate knowledge –sharing across Partners HealthCare System. Filter selections include: Clinical disciplines, entity, venue, application, content type, disease management and patient safety.
AHRQ’s Goals for Advancing Clinical Decision Support ,[object Object],[object Object],[object Object]
CDS Consortium Specific  Research Objectives ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],1. Knowledge Management Life Cycle 2. Knowledge  Specification 3. Knowledge Portal and Repository 4. CDS Public Services and Dashboard 5. Evaluation Process for each CDS Assessment and Research Area  6. Dissemination Process for each Assessment and Research Area
Knowledge Artifacts by Layer Published Guideline Semi-structured Recommendation Abstract Rule Abstract Order Set Executable Rules Order Sets in CPOE system
Discussion, Q&A Blackford Middleton, MD, MPH, MSc [email_address]

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HL7: Clinical Decision Support

  • 1. Clinical Decision Support Blackford Middleton, MD, MPH, MSc, FACP, FACMI, FHIMSS Chairman, Center for Information Technology Leadership Corporate Director, Clinical Informatics Research & Development Partners Healthcare System Harvard Medical School Bridging the Chasm HL-7 Clinical Interoperability Council April 19-21, 2009
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  • 16. Rates of Positive Survey Responses on the Effect of Adoption of EMRs, 2008 DesRoches CM et al. N Engl J Med 2008;359:50-60` 4% of physicians use fully functional electronic health records 13% use some form of basic electronic records Middleton B Health Aff 2005;24(5):1269-72 Yet, 89% of the benefit of HIT goes to others,
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  • 21. CAD/DM Smart Form Medication Orders Lab Orders Referrals Handouts/Education
  • 22. Converting evidence to care Publication Bibliographic databases Submission Reviews, guidelines, textbook Negative results variable 0.3 year 6. 0 - 13.0 years 50% 46% 18% 35% 0.6 year 0.5 year 9.3 years Dickersin, 1987 Koren, 1989 Balas, 1995 Poynard, 1985 Kumar, 1992 Kumar, 1992 Poyer, 1982 Antman, 1992 Negative results Lack of numbers Expert opinion Inconsistent indexing 17:14 Original research Acceptance Patient Care 17 years to apply 14% of research knowledge to patient care! Balas Yearbook Medical Informatics 2000gtre4, courtesy M Overhage
  • 23. Partners Knowledge Management Portal The Knowledge Management Portal Filter-Based Search page: This screen shot illustrates the filter search selections that facilitate knowledge –sharing across Partners HealthCare System. Filter selections include: Clinical disciplines, entity, venue, application, content type, disease management and patient safety.
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  • 26. Knowledge Artifacts by Layer Published Guideline Semi-structured Recommendation Abstract Rule Abstract Order Set Executable Rules Order Sets in CPOE system
  • 27. Discussion, Q&A Blackford Middleton, MD, MPH, MSc [email_address]