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Evidence-Based Medicine Today:
                      -What it is
                      -Where We've Been
                      - Where We're Going


                  Peter Wyer MD
    Chair, NYAM Section on Evidence Based Health Care
         Associate Clinical Professor of Medicine
C     Columbia University College of Physicians & Surgeons
Disclosures

• Financial COI:    None
• Intellectual COI: Many
What It Is
“Do not ask ‘what is it’….”
                                                    -T S Eliot

  EB Guidelines            EB Policy       EB Reviews           EB Medicine
Canadian screening    Variations research Cochrane–RCTs    Clinical epidemiology
       1979                   1973            1972                  1968




    David Eddy 1990                                  Gordon Guyatt 1990

    GRADE 2003


                             Health Care Delivery
                            Knowledge Translation
                 “EVIDENCE BASED HEALTH CARE“
Where We’ve Been
Where We’ve Been
                            Pluses

• Tightened methodological conception
  – Distinction between risk of bias and random error
  – Emphasis on patient-important outcomes
  – Clinically and policy relevant formatting of results
• Filtered databases
  –   Cochrane
  –   Centre for Review and Dissemination
  –   National Guidelines Clearinghouse
  –   ACP Journal Club
Where We’ve Been
                        Early Limitations

• Oversimplified equations
  –   Therapy = RCTs
  –   Diagnosis = Performance accuracy
  –   Prognosis = Cohort studies
  –   Etiology = Case-control designs
• Linear hierarchies
  –   RCT
  –   Observational studies
  –   Pathophysiological investigations
  –   Practitioner opinion
Parachutes for Gravitational Challenge
                  December 20-27, 2003




No randomised controlled trials of
parachute use have been undertaken.

The basis for parachute use is purely
observational, and its apparent efficacy
could potentially be explained by a
“healthy cohort” effect
Antibiotics for Septic Shock


                                                           Cochrane Library, 2012 Issue 5
Selection criteria
We planned to include randomized controlled trials of early versus late broad spectrum
antibiotics in adult patients with severe sepsis
Main results
We found no studies that satisfied the inclusion criteria.
Authors’ conclusions
Based on this review we are unable to make a recommendation on the early or late use of
broad spectrum antibiotics in adult patients with severe sepsis in the ED pre-ICU admission.
There is a need to do large prospective double blinded randomized controlled trials
on the efficacy of early (within one hour) versus late broad spectrum antibiotics in adult
severe sepsis patients.
Failure of Dissemination
• Coomarasamy A, et al BMJ 2004;329:1017
  – Systematic review educational interventions
  – EBM teaching does not affect practitioner behavior
• McGlynn EA, et al N Engl J Med 2003;348:2365
  – Large survey of adults with a range of health
    conditions
  – Only 55% receiving recommended care
• Greenhalgh T, et al Soc Sci Med 2005
  – EBM/KT based on flawed, rationalist premises
Development of a Research Idea
               For Application to Clinical Practice




        Bench      Early                        Clinical
        Research   human RCT SR                 Practice
Ideas              trials
The “Evidence Transfer Gap”




RCT   SR                        Clinical
                                Practice
The Path From Research to Improved Health Outcomes




                                            Glasziou, Haynes ACP Journal Club 2005
                                            Haynes ACP Journal Club 2005
Concern for Effectiveness and Value
• 2003: Medicare Modernization Act
  – Empowers AHRQ to develop CER perspective
• 2008 IOM: “Knowing what works in health care”
  – Calls for increased US capacity to use evidence to
    guide health care decisions
• 2009 IOM: “Initial national priorities for CER”
  – Recognizes need to draw on multiple sources of
    information
• 2011 IOM: New standards for guidelines and SRs
Where We’re Going
Efficacy vs Effectiveness Example
 Nicotine Replacement Therapy: Efficacy


                                           Cochrane Library, 2008 Issue 3


132 RCTs enrolling > 40,000 subjects
Outcome: at least 6 month abstinence
All results favored NRT
All trials:                RR 1.58 (95% CI 1.50-1.66)
3 trials simulating OTC:   RR 1.98 (95% CI 1.40-2.79)
Level of professional counseling did not modify effect
Efficacy vs Effectiveness Example
   Nicotine Replacement Therapy: Effectiveness

                                                 2011 Epub ahead of print




Population based sample of quitters in Massachusetts
787 subjects included
Outcome: Association of NRT use and likelihood of relapse
NRT use at time of quitting associated with   likelihood of relapse
Exposure to professional counseling did not modify effect
New Standards for Guidelines and Reviews
• 2011 IOM paired reports
  – Independent importance of observational data
  – Engagement of stakeholders including patients
  – Transparency
• GRADE system: Criteria for evidence quality
  – Methodology (allows for observational evidence)
  – Directness
  – Precision
  – Consistency
  – Reporting bias
New Approaches to Clinical Trials
• Pragmatic versus explanatory trials
  – Broader inclusion criteria
  – Relaxed monitoring
  – Active treatment to all patients
  – Real world conditions
  – Patient centered outcomes
• Preference based trials
  – Screen initially for patient/practitioner preferences
  – Limit randomization to neutral subjects
Patient Preference

• Brewin & Bradley 1989: preference based trials

• ‘Participative’ interventions-e.g. counseling

• Inherently require patient motivation for effectiveness

• Study of effectiveness incompatible with
  randomization, concealment, blinding

• Concept of ‘efficacy’ clinically meaningless



                                    Brewin & Bradley BMJ 1989;299:313
Evidence Based Health Care and
    Organizational Process
Closing the Gap

 Research
Knowledge        Practice




 “PUSH”
 PUSH             “PULL”
The New “Pull” Forms of Evidence

    • EHR
    • Administrative databases
    • Practice based research
The SECI Model of Nonaka

                                    To

                     Tacit               Explicit

       Tacit      Socialization          Externalization
From
       Explicit   Internalization        Combination



                                             Nonaka, Takeuchi 1995 Oxford U Press
Modified SECI Model

                              To

                     Tacit         Explicit

       Tacit      Observation    Documentation
From
       Explicit   Implementation Analysis



                              Sonka et al 1999 Int Food Agric Mgment Rev
Integration of Internal and External Knowledge
     MODE                  CONTENT                         EXCHANGE

                           Process Outcomes
 Quality Improvement/TQM   (Error reduction               Internal Knowledge
                           Variation decrease)



                           Clinical Outcomes
                                                          External Knowledge
                           (Adoption of innovation
 Knowledge Translation
                           ‘De-adoption’ of unnecessary
                              care)
Practice Based Evidence
• Team based approach to design
• Frontline stakeholders select variables
• Multiple hypotheses
  generated, verified, explored
• Externally generated research relevant to process


                 Horn et al Arch Phys Med Rehab 2012;93 (Supl): S127
Hospital Based HTA
•   University of Pennsylvania CEP
•   AHRQ EPC with ECRI Institute
•   Customized time-lined reviews
•   Services Penn Health system
•   Integrate external evidence with local data
•   CDS applications emerge from process

                      Umscheid et al. J Gen Intern Med 2010;25:1352
Summary
• Need broad definition of ‘EBM’ to address
  population, system and patient issues
• Traditional EBM contributes methodological rigor
  and filtered electronic databases
• Traditional EBM reflects incomplete model of
  dissemination and diffusion
• Effective health care requires multiple kinds of
  evidence, including evidence generated from
  within practice settings
• ‘Quality’ is co-defined by methdological rigor and
  practical applicability

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Evidence based medicine today

  • 1. Evidence-Based Medicine Today: -What it is -Where We've Been - Where We're Going Peter Wyer MD Chair, NYAM Section on Evidence Based Health Care Associate Clinical Professor of Medicine C Columbia University College of Physicians & Surgeons
  • 2. Disclosures • Financial COI: None • Intellectual COI: Many
  • 4. “Do not ask ‘what is it’….” -T S Eliot EB Guidelines EB Policy EB Reviews EB Medicine Canadian screening Variations research Cochrane–RCTs Clinical epidemiology 1979 1973 1972 1968 David Eddy 1990 Gordon Guyatt 1990 GRADE 2003 Health Care Delivery Knowledge Translation “EVIDENCE BASED HEALTH CARE“
  • 6. Where We’ve Been Pluses • Tightened methodological conception – Distinction between risk of bias and random error – Emphasis on patient-important outcomes – Clinically and policy relevant formatting of results • Filtered databases – Cochrane – Centre for Review and Dissemination – National Guidelines Clearinghouse – ACP Journal Club
  • 7. Where We’ve Been Early Limitations • Oversimplified equations – Therapy = RCTs – Diagnosis = Performance accuracy – Prognosis = Cohort studies – Etiology = Case-control designs • Linear hierarchies – RCT – Observational studies – Pathophysiological investigations – Practitioner opinion
  • 8. Parachutes for Gravitational Challenge December 20-27, 2003 No randomised controlled trials of parachute use have been undertaken. The basis for parachute use is purely observational, and its apparent efficacy could potentially be explained by a “healthy cohort” effect
  • 9. Antibiotics for Septic Shock Cochrane Library, 2012 Issue 5 Selection criteria We planned to include randomized controlled trials of early versus late broad spectrum antibiotics in adult patients with severe sepsis Main results We found no studies that satisfied the inclusion criteria. Authors’ conclusions Based on this review we are unable to make a recommendation on the early or late use of broad spectrum antibiotics in adult patients with severe sepsis in the ED pre-ICU admission. There is a need to do large prospective double blinded randomized controlled trials on the efficacy of early (within one hour) versus late broad spectrum antibiotics in adult severe sepsis patients.
  • 10. Failure of Dissemination • Coomarasamy A, et al BMJ 2004;329:1017 – Systematic review educational interventions – EBM teaching does not affect practitioner behavior • McGlynn EA, et al N Engl J Med 2003;348:2365 – Large survey of adults with a range of health conditions – Only 55% receiving recommended care • Greenhalgh T, et al Soc Sci Med 2005 – EBM/KT based on flawed, rationalist premises
  • 11. Development of a Research Idea For Application to Clinical Practice Bench Early Clinical Research human RCT SR Practice Ideas trials
  • 12. The “Evidence Transfer Gap” RCT SR Clinical Practice
  • 13. The Path From Research to Improved Health Outcomes Glasziou, Haynes ACP Journal Club 2005 Haynes ACP Journal Club 2005
  • 14. Concern for Effectiveness and Value • 2003: Medicare Modernization Act – Empowers AHRQ to develop CER perspective • 2008 IOM: “Knowing what works in health care” – Calls for increased US capacity to use evidence to guide health care decisions • 2009 IOM: “Initial national priorities for CER” – Recognizes need to draw on multiple sources of information • 2011 IOM: New standards for guidelines and SRs
  • 16. Efficacy vs Effectiveness Example Nicotine Replacement Therapy: Efficacy Cochrane Library, 2008 Issue 3 132 RCTs enrolling > 40,000 subjects Outcome: at least 6 month abstinence All results favored NRT All trials: RR 1.58 (95% CI 1.50-1.66) 3 trials simulating OTC: RR 1.98 (95% CI 1.40-2.79) Level of professional counseling did not modify effect
  • 17. Efficacy vs Effectiveness Example Nicotine Replacement Therapy: Effectiveness 2011 Epub ahead of print Population based sample of quitters in Massachusetts 787 subjects included Outcome: Association of NRT use and likelihood of relapse NRT use at time of quitting associated with likelihood of relapse Exposure to professional counseling did not modify effect
  • 18. New Standards for Guidelines and Reviews • 2011 IOM paired reports – Independent importance of observational data – Engagement of stakeholders including patients – Transparency • GRADE system: Criteria for evidence quality – Methodology (allows for observational evidence) – Directness – Precision – Consistency – Reporting bias
  • 19. New Approaches to Clinical Trials • Pragmatic versus explanatory trials – Broader inclusion criteria – Relaxed monitoring – Active treatment to all patients – Real world conditions – Patient centered outcomes • Preference based trials – Screen initially for patient/practitioner preferences – Limit randomization to neutral subjects
  • 20. Patient Preference • Brewin & Bradley 1989: preference based trials • ‘Participative’ interventions-e.g. counseling • Inherently require patient motivation for effectiveness • Study of effectiveness incompatible with randomization, concealment, blinding • Concept of ‘efficacy’ clinically meaningless Brewin & Bradley BMJ 1989;299:313
  • 21. Evidence Based Health Care and Organizational Process
  • 22. Closing the Gap Research Knowledge Practice “PUSH” PUSH “PULL”
  • 23. The New “Pull” Forms of Evidence • EHR • Administrative databases • Practice based research
  • 24. The SECI Model of Nonaka To Tacit Explicit Tacit Socialization Externalization From Explicit Internalization Combination Nonaka, Takeuchi 1995 Oxford U Press
  • 25. Modified SECI Model To Tacit Explicit Tacit Observation Documentation From Explicit Implementation Analysis Sonka et al 1999 Int Food Agric Mgment Rev
  • 26. Integration of Internal and External Knowledge MODE CONTENT EXCHANGE Process Outcomes Quality Improvement/TQM (Error reduction Internal Knowledge Variation decrease) Clinical Outcomes External Knowledge (Adoption of innovation Knowledge Translation ‘De-adoption’ of unnecessary care)
  • 27. Practice Based Evidence • Team based approach to design • Frontline stakeholders select variables • Multiple hypotheses generated, verified, explored • Externally generated research relevant to process Horn et al Arch Phys Med Rehab 2012;93 (Supl): S127
  • 28. Hospital Based HTA • University of Pennsylvania CEP • AHRQ EPC with ECRI Institute • Customized time-lined reviews • Services Penn Health system • Integrate external evidence with local data • CDS applications emerge from process Umscheid et al. J Gen Intern Med 2010;25:1352
  • 29. Summary • Need broad definition of ‘EBM’ to address population, system and patient issues • Traditional EBM contributes methodological rigor and filtered electronic databases • Traditional EBM reflects incomplete model of dissemination and diffusion • Effective health care requires multiple kinds of evidence, including evidence generated from within practice settings • ‘Quality’ is co-defined by methdological rigor and practical applicability

Hinweis der Redaktion

  1. Objective: provide a framing perspective on EBM in a way that connects to the themes of the conference overall, with emphasis on the evolving concepts of what constitutes evidence and what constitutes quality of evidence
  2. Non-academic practitioner X 15 years following graduation (medical school only)Trained in methodology at McMaster X 17 yearsInclined to a practice based orientation to the rigorous lessons of clinepi
  3. “EBHC”=the development of concepts, tools and resources to maximally inform clinical guidelines, policy and practice within the health care system
  4. These examples illustrate the terms of the traditional debate-emphasis on risk of bias. These debates largely sidestepped deeper issues, such as inherent limitations of randomized trials from the standpoint of real world effectiveness.
  5. The concern for effective dissemination went hand and glove with the quest for effectiveness, value and efficiency
  6. We are moving into an era characterized by EHR based systems in which new kinds of evidence, paired with new criteria for quality, will transform and expand our concept of evidence based health care
  7. More and more, as researchers have accommodated to the pressures of the EBM movement, the methodology of published research has improved and critical appraisal centers on issues of ‘directness’-i.e. applicabilityDIRECTNESS a crucially important quality criterion
  8. Not just new kinds of research and evidence---fundamentally new relationships between evidence, research and practice