introduction in clinical epidemiology and evidence-based medicine · 2019-05-15 · 30/09/59 1...
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Introduction in clinical epidemiology and
Evidence-Based Medicine
Atiporn Ingsathit, M.D., Ph.D. (Clin. Epid.)
Clinical Epidemiology
The 2009 Gairdner Awards for Medical Science lauded Dr. David Sackett for his leadership in the fields of clinical epidemiology and evidence-based medicine.
"helping smart doctors stop prescribing dumb
treatments."
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Dr. David Sackettsince 1960s
• Sackett is the founder of the first clinical epidemiology department in Canada and led the move toward "evidence-based medicine," which he said has three components:– Being a good doctor with clinical skills to diagnose
patients well. – Using evidence generated from proper research,
such as randomized clinical trials in which similar groups of patients either receive or don't receive a given intervention and are then carefully followed up to see whether they fare better.
– Incorporating a patient's expectations and values of health care.
Revolution of Evidence-Based Medicine (EBM)
• Use (not just critical appraisal) of evidence in patient care.
1992
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Types of health care professional
EvidenceFinders
Evidence Users Evidence generator
Evidence Ignorer
What EBM?
“Expertise in integrating
1. Best research evidence
2. Clinical Circumstance
3. Patient values
in clinical decisions”
Haynes, Devereaux, & Guyatt, 2002
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Evidence-Based Medicine
Clinical Circum-stance
Evidence-Based Medicine
Researchevidence
Clinical Circum-stance
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Evidence-Based Medicine
Researchevidence
Clinical Circum-stance
Patientpreference
Evidence-Based Medicine
Researchevidence
Clinical Circum-stance
Patientpreference
Clinical expertise
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Evidence alone is never sufficient to make a clinical decision
• Tread-off among– Benefit
– Risk
– Cost
– Practicality
– Patients’ value
What EBM is not:
• Cookbook medicine
• Overrules experience/expertise
• Always about RCT’s
• Always cost-minimizing
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Why Evidence-Based Medicine Practice?
• Too many patients
• Too many problems
• Too many journals
• Information overload
• No time to read
• Read what I am familiar with
• Avoid difficult issues
• 54 years old• Male• Asymptomatic• Unremarkable PE• TC=210, LDL=170, HDL=42WOULD YOU PRESCRIBE A STATIN?
Case scenario
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The Evidence6605 healthy patients with average cholesterol:
Placebo 11 acute events per 1000
Atorvastatin 7 acute events per 1000
WOULD YOU PRESCRIBE A STATIN?
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The Clinician6605 healthy patients with average cholesterol:
No question. We’ll save lives.
Placebo 11 acute events per 1000
Atorvastatin 7 acute events per 1000
The Health Economist6605 healthy patients with average cholesterol:
Placebo 11 acute events per 1000
Atorvastatin 7 acute events per 1000
It will cost 14,400,000 to buy the drug for 1000 pts.
Will eat up funds for TB, pneumonia, diarrhea, etc.
We could actually lose lives!!!
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SOCIO-ECONOMIC PREDICAMENTS
CLINICAL
MEDICINE
HEALTH
ECONOMICSObjective Maximize
Effectiveness
Maximize
Efficiency
Philosophy Cumulative benefit
Assumption Infinite
resources
OpportunityCosts
FiniteResources
How to practice Evidence-Based Medicine?
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How do we actually practice EBM?5 A’s of EBM
• Step 1: Ask answerable question
• Step 2: Find Articles
• Step 3: Critical Appraisal the evidence
• Step 4: Apply• Step 5: Assess patient preference
Type of question in clinical practice
• Diagnosis
• Etiology or causation
• Treatment
• Prognosis
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Hierarchy of Evidence
Systematic reviews
Randomized Controlled Trials
Cohort studies
Case-control studies
Cross-sectionalstudies
Cases reports
Monitor the changeMonitor change
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Uptake of EBM
PerceivedValue of EBM
Effort to learn,Effort to use
Six factors influence the uptake of innovations
1. Relative benefit – what’s in it for me?
2. (non)-Complexity – is it easy to learn?
3. Trialability – can I try it out easily?
4. Observability – can I see others do it?
5. Compatability – fit with ideas and work
6. Reinvention – can I adapt it to me?
Rogers, Diffusion of Innovations
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How can we improve the uptake of EBM?
• Consider the 6 factors
• How might you change each?
1. Relative Benefit – what’s in it for me?
• Evidence-Based Medicine can:– Reduce reading by quality filters
– Better management of patients
– Relieve anxiety about uncertainty
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Review the World Literature
0
500000
1000000
1500000
2000000
2500000
Biomedical MEDLINE Trials Diagnostic?
Med
ical
Art
icle
s p
er Y
ear
5,000?per day
1,500 per day
55 per day
Most “interesting” research is wrong, but clinicians not skilled in appraisal
• Flawed studies– Hormone Replacement Therapy
– Beta-carotene and cancer
– MMR and autism
– Folate and CHD
• Data mining– Genes for anything
– Suppression of outcomes
• Small early studies
Ioannidis J. Why Most Published Research Findings Are False. PLoS 2005
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PROCESS• 120+ journals scanned
– 50,000 articles
• Is it valid? (<5%)– Intervention: RCT– Prognosis: inception cohort– Etc
• Is it relevant?– 6-12 GPs & specialists asked:
Relevant? Newsworthy?
• < 0.5% selected
www.evidence-basedmedicine.com
EBM can reduce reading needHow much is valid AND relevant?
Number Needed to Readis 20+
Number Needed to Readis 200+
2. Non-complexity – is it easy to use?
• How can we simplify EBM?
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Simplifying critical appraisalThe two mnemonics method
• What question did the study address?– PICO
• Were methods valid?– RAMMbo
Using the PICO to orient us
• What is the question (PICO)?
– Do by yourself first, then (2 minutes)
– Get group agreement on answers
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Appraisal checklist - RAMMbo
Was the Study valid?1. Recruitment
• Who did the subjects represent?
2. Allocation – Was the assignment to treatments randomised? – Were the groups similar at the trial’s start?
3. Maintainence– Were the groups treated equally?– Were outcomes ascertained & analysed for most patients?
4. Measurements– Were patients and clinicians “blinded” to treatment? OR– Were measurements objective & standardised?
Study statistics (p-values & confidence intervals)
User Guide. JAMA, 1993
Simplify searching
PubMed Clinical Queries
• Built in methods filters
• Systematic review filter
• Automated MeSH
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EBM and Systematic Reviews
• EBM
• Steps1. Ask Question
2. Search
3. Appraise
4. Apply
• Time: 90 seconds
• < 20 articles
• This patient survives!
• Systematic Review• Steps
1. Ask Question2. Search ++++ x 23. Appraise x 24. Synthesize5. Apply
• Time: 6 months, team• < 2,000 articles• This patient is dead
Find a systematic review!!
3. Trialability – can I try it out?
• How can we make EBM easy to try?
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3. Trialability – provide easy steps
1. Keep a paper question log
2. Answer a few important questions / week
3. Get help with searches
4. Simplify appraisal OR use pre-appraised topics
5. Focus on interpretation
Critical Elements of good Critical Appraisal Topics (CATS)
1. Student own choice of clinical topic
2. Keep it simple
3. Small group presentation
4. Keep time frame short (<1 week)
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Six factors influence the uptake of innovations
1. Relative benefit – what’s in it for me?
2. (non)-Complexity – is it easy to learn?
3. Trialability – can I try it out easily?
4. Observability – can I see others do it?
5. Compatability – fit with ideas and work
6. Reinvention – can I adapt it to me?
Rogers, Diffusion of Innovations
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Is bed rest ever helpful?A systematic review of trials*
*Allen, Glasziou, Del Mar. Lancet, 1999
• 10 trials of bed rest after spinal puncture – no change in headache with bed rest– Increase in back pain
• Protocols in UK neurology units - 80% still recommend bed rest after LP
Serpell M, BMJ 1998;316:1709–10
Many “Leaks” from research & practice
Aware Accept Target Doable Recall Agree Done
ValidResearch
If 80% achieved at each stage then0.8 x 0.8 x 0.8 x 0.8 x 0.8 x 0.8 x 0.8 = 0.21
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Knowledge Gaps between what is known and what is done
• What “gaps” between research and practice are you involved in?
• Why does the “gap” exist?– (list several possibles causes)
Knowledge Gaps between what is known and what is done
• What “gaps” between research and practice are you involved in?
• Why does the “gap” exist?– (list several possibles causes)
1. Too much information2. Too much information3. Too much information
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Knowledge Gaps between what is known and what is done
• What “gaps” between research and practice are you involved in?
• Why does the “gap” exist?– (list several possibles causes)
• What would you do to “fix” the gap?
“Just in Time” learningThe EBM Approach to Education
• Shift focus to current patient problems(“just in time” education)– Relevant to YOUR practice
– Memorable – and behaviour changed!
– Up to date
• Skills and resources for best current answers
Dave Sackett
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Aware Accepted Applicable Able Acted on Agreed Adhered to
Studies(primary research studies: sound & unsound)
Systems(bottomline +/- ref)
Synopses(user summary of research)
Systematic Reviews & CATs(search; appraise; synthesis)
Quality Improvement• Skills• Systems
Evidence-Based Medicine• Questioning• Skills in EBM• Evidence Resources• Time (substitution)
Patient Choice• Decision Aids• Education• Compliance aids
Research Synthesis, Guidelines, …
Myth, opinion, poor
research
Glasziou, Haynes, EBM 2005
Where is your main activity?
•Forming answerable clinical questions
•Searching for the best evidence answer
•Critical appraisal
3 skills for handling evidence:
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How can you recognize and formulate clinical questions as they occur?
• Pay careful attention to the questions that spontaneously occur to you.
• Listen for the question behind the question• What can I use for a sprain?
Might become
• Is a topical NSAID like aspirin more effective than paracetamol at enabling resumption of sport at 1 week?
What if too many questions arise?
• Patients may have several active problems
– possible questions about diagnosis, prognosis, therapy for each problem
• What is the most important issue for this patient now?
• Which question, when answered, will help me most?
• then selecting from the many the few questions that are most important to answer right away.
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4 parts of clinical question
• Patient or Problem P
• Intervention or exposure I
• Comparison C
• Outcome O
atient or Problem
ntervention
omparison
utcome
“Patient” refers to the person presenting with the problem, or more simply, to the problem itself. Both concepts are important in searching.
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atient or Problem
ntervention
omparison
utcome
“Intervention” refers to the action taken in response to the problem. This is often a drug or surgical procedure, but it can take many forms.
atient or Problem
ntervention
omparison
utcome
“Comparison” refers to the benchmark against which the intervention is measured. Often it refers to another treatment, no treatment, or a placebo.
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atient or Problem
ntervention
omparison
utcome
“Outcome” refers to the anticipated result of the intervention.
Scenario 2
• You are a physician supervising a senior resident in ฟฟa tertiary care hospital in Bangkok.
• Your 60-year-old uncle was admitted at your hospital due to congestive heart failure. His underlying diseases were DM, HT and HLP ฟand he has treated with ASA already.
• After recovery from CHF, his EF was 25% with sinus rhythm so his son concerned about thromboembolic risk and ask you whether you will presribe anti-coagulant for him or not.
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Step 1 Converting a clinical problem into a clinical question
P: In 60-year-old man with heart failure,
sinus rhythm
I: Warfarin
C: ASA
O: Mortality/death
Step 2 Search the evidence
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How?
1. Formulate your PICO question
2. Try secondary sources
3. Choose primary database(s)
4. Combine textwords
5. Filter for the right type of study
Try secondary sources
– Uptodatehttp://www.uptodate.com
– Cochrane libraryhttp://www.thecochranelibrary.co
m– TRIP database
http://www.tripdatabase.com
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Primary sources
• Choosing the right bibliographic database(s)Database Coverage
MEDLINE US database covering all aspects of clinical medicine, biological sciences, education and technology
EMBASE European equivalent of MEDLINE, with emphasis on drugs and pharmacology
CINAHL Nursing and allied heath, health education, occupational and physiotherapy, social services
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Search Engine and DatabaseSearch Engine Database(s)
PubMed MEDLINEOvid MEDLINE, EMBASE, …
Scopus SCOPUS
• Intersection (AND) – only those citations that contain selected terms.
• Union (OR) – citations that contain at least one of the selected
terms.
• Difference (NOT) – exclude citations with the selected term
Combine textwordsBoolean Operators
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MEDLINE searching skills• Searched with keywords
• Applied “‘‘Limits’’
• Used “‘‘Related articles’’ option
• Used “Clinical Queries”
• Used Medical Subject Headings (MeSH)
Step 3 Critical Appraisal of the evidence
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Users’ Guide for an Article
Guyatt GH, Rennie D. Users’ guides to the medical literature. 2002
Critical appraisal
• Are the results of the study valid?
• What are the results?
• How can you apply the results to patient care?
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Type of clinical questions
• Diagnosis
• Risk and causation
• Treatment• Prognosis
The EBM Practitioner6605 healthy patients with average cholesterol:
Placebo 11 acute events per 1000
Atorvastatin 7 acute events per 1000
Interviews patientsfarmer5 kidsearns 4,000/mo
Informs patientNNT = 250drug costs 14,400/yrNeed to take for yrs
Allows patients to decide for himself.
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Systematic search for best evidence
Clinical Question
Assessment of validity
Assessment of applicability
Clinical circumstance and patient values
Decision
EBM AS A CYCLE
•Evaluating the performance of the information in clinical practice.
•Discovering areas where more research is needed.
•Applying the information in clinical practice with physicians.