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Grading the quality of evidence and the strength of recommendations San Sebastián 12 - 14 May 2008 Pablo Alonso, Victor Montori, Andy Oxman, Holger Schünemann
Workshop agenda Monday, 12 May 2008 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction Andy
Why bother about grading? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Many grading systems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Recommendation for use of oral anticoagulation in patients with atrial fibrillation and rheumatic mitral valve disease ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A common international grading system? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],www.gradeworkinggroup.org
[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],[object Object],[object Object],[object Object],[object Object],GRADE Uptake
[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],[object Object],[object Object],[object Object],[object Object],GRADE Uptake
[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],[object Object],[object Object],[object Object],[object Object],GRADE Uptake
[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],[object Object],[object Object],[object Object],[object Object],GRADE Uptake
[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],[object Object],[object Object],[object Object],[object Object],GRADE Uptake
[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],[object Object],[object Object],[object Object],[object Object],GRADE Uptake
What is quality of evidence and how should it be graded?
 
Judging the quality of evidence requires considering the context ,[object Object],[object Object],[object Object],[object Object]
Although the degree of confidence is a continuum, we suggest using four categories ,[object Object],[object Object],[object Object],[object Object]
Categories of quality ,[object Object],[object Object],[object Object],[object Object]
Study design is important ,[object Object],[object Object],[object Object],[object Object],[object Object]
What can lower the quality of evidence? ,[object Object],[object Object],[object Object],[object Object],[object Object]
What can raise the quality of evidence? ,[object Object],[object Object],[object Object]
Quality assessment criteria
Strength of recommendation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Categories of recommendations ,[object Object],[object Object],[object Object],Recommend     Suggest    
Determinants of strength of recommendation   Factors Impact on the strength of a recommendation Balance between desirable and undesirable effects Larger the difference between the desirable and undesirable effects, more likely a strong recommendation warranted.  Narrower the gradient, more likely weak recommendation warranted. Quality of the evidence Higher the quality of evidence, more likely a strong recommendation warranted. Values and preferences More variability in values and preferences, or more uncertainty in values and preferences, more likely weak recommendation warranted. Costs (resource use) Higher the costs of an intervention – that is, the more resources consumed – less likely a strong recommendation warranted.
Workshop agenda Monday, 12 May 2008 Quality of evidence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Workshop agenda Tuesday, 13 May 2008 Strength of recommendation ,[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]
Workshop agenda Wednesday, 14 May 2008 Special challenges ,[object Object],[object Object],[object Object],[object Object]
General questions about GRADE, the GRADE Working Group or the agenda for this workshop?
Relative importance of outcomes Holger
The quality of evidence needs to be considered for each important outcome ,[object Object],[object Object]
Hierarchy of outcomes according to their importance to assess the effect of phosphate lowering drugs in patients with renal failure and hyperphosphatemia Flatulence  2  Importance  of endpoints 5 Pain due to soft tissue   6   calcification / function Fractures  7 Myocardial infarction  8 Mortality  9 3 4 1 Critical  for decision making Important,  but   not critical for  decision making Of low importance
A different clinical question ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Other outcomes: Inconvenience, quality of life
[object Object],[object Object],[object Object],[object Object],[object Object],Outcomes/endpoints
Outcomes/endpoints ,[object Object],[object Object],[object Object],[object Object],[object Object]
2  Importance  of endpoints 5 6   7 8 9 3 4 1 Critical  for decision making Important,  but   not critical for  decision making Of low importance
[object Object],[object Object],[object Object],[object Object],[object Object],Outcomes/endpoints 9 8 9 7
Questions about the relative importance of outcomes?
Study limitations Victor
Study limitations (Risk of bias) for Randomized trials ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Testosterone for BMD in men
Assessment of the risk of bias Cochrane Handbook for Systematic Reviews of Interventions, Draft chapter of version 5 - Assessing risk of bias in included studies   http://www.cochrane.org/resources/handbook/handbook5drafts.htm
Summarizing study limitations for randomized trials
Questions about study limitations?
Inconsistency of results Holger
Inconsistency of results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Akl E, Barba M, Rohilla S, Terrenato I, Sperati F, Schünemann HJ.  “ Anticoagulation for the long term treatment of venous thromboembolism in patients with cancer ”. Cochrane Database Syst Rev. 2008 Apr 16;(2):CD006650.  Heparin or vitamin K antagonists for survival in patients with cancer
Non-steroidal drug use and risk of pancreatic cancer Capurso G, Sch ünemann HJ, Terrenato I, Moretti A, Koch M, Muti P, Capurso L, Delle Fave G.  Meta-analysis: the use of non-steroidal anti-inflammatory drugs and pancreatic cancer risk for different exposure categories. Aliment Pharmacol Ther. 2007 Oct 15;26(8):1089-99.
Example: Thromboprophylaxis and bleeding in the hospital Dentali et al. Ann Int Med, 2007
Questions about inconsistency of results?
Indirectness of evidence Victor
Indirectness of evidence ,[object Object],[object Object],[object Object],[object Object]
Indirectness of evidence ,[object Object],[object Object],[object Object],[object Object]
Indirectness of evidence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Indirectness of evidence ,[object Object],[object Object],[object Object],[object Object]
Questions about indirectness of evidence?
Imprecise results Victor
How to decide if the evidence about a particular outcomes is imprecise ,[object Object],[object Object]
 
How to decide if the evidence about a particular outcomes is imprecise ,[object Object],[object Object]
Stroke – periop beta blockers
Offer all effective treatments? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
0 1.0%
0 1.0%
0 1.0%
0 0.5% 1.0%
0 0.5% 1.0%
0 1.0%
0 1.0%
How to decide if the evidence about a particular outcomes is imprecise ,[object Object],[object Object],[object Object],[object Object]
Rate down for imprecision? Rate down for imprecision for guidelines?
Bleeding in patients with cancer receiving heparing for prolonging survival Rate down for imprecision for guidelines?
How to decide if the evidence is imprecise for a recommendation ,[object Object],[object Object]
Questions about imprecise results?
Publication bias Victor
[object Object],[object Object],[object Object],[object Object],[object Object],JAMA. 2004;291:2457-2465.
Furukawa TA et al.  JAMA 2007; 297: 468-9  1 10 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 <20% 20-39% 40-59% 60-80% >80% Continuous outcomes Dichotomous outcomes % eligible trials contributing data to meta-analysis   Effect size Odds ratio
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Statins for DM2 Positive CARDS (Lancet, 2004), RRR = 37% Negative ASPEN (Diabetes Care, 2006), RRR = 10%
 
 
 
Publication bias ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Questions about publication bias?
Factors that can raise the quality of evidence Andy
What can raise the quality of evidence? ,[object Object],[object Object],[object Object]
Large magnitude of effect ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What are examples of interventions you can think of for which you might upgrade the quality of evidence because of a large magnitude of effect? Why would you or would you not upgrade the quality of evidence?
 
When do strong associations provide compelling evidence of effect (causation)? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Dose response relationship ,[object Object],[object Object],[object Object]
What are examples of interventions you can think of for which you might upgrade the quality of evidence because of a dose response relationship?
All plausible confounding  would result in an underestimate of the treatment effect ,[object Object],[object Object],[object Object]
All plausible biases  would result in an overestimate of effect ,[object Object],[object Object],[object Object],[object Object]
What are examples of interventions you can think of for which you might upgrade the quality of evidence  when an effect (association) was found - because all plausible confounders would result in an underestimate of effect or when an effect (association) was not found - because all plausible biases would result in an overestimate of effect?
Questions about factors that can raise the quality of evidence?
Judgements about the overall quality of evidence Andy
Quality assessment criteria
Judgements about the overall quality of evidence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Flavonoids for Hemorrhoids ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Systematic Review ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What can lower the quality of evidence? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
Publication bias? ,[object Object],[object Object],[object Object]
 
What is the overall quality of evidence across criteria? ,[object Object],[object Object],[object Object],[object Object]
Threshold for downgrading highest lowest OK rate down quality
Overall quality across criteria highest lowest high moderate low very  low
Is France right? ,[object Object],[object Object],[object Object],[object Object]
Questions about judgements of the overall quality of evidence?
Workshop agenda Monday, 12 May 2008 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Should routine HPV vaccination  be recommended for  12 year old girls in Spain (with continued screening)? Introduction to small group work
Decide which outcomes are important
Assess the quality of evidence
Questions about the small group work?
Grading the quality of evidence and the strength of recommendations San Sebastián 13 May 2008 Pablo Alonso, Victor Montori, Andy Oxman, Holger Schünemann
Workshop agenda Tuesday, 13 May 2008 Strength of recommendation ,[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]
Any questions from yesterday about quality of evidence  or about the agenda for today?
Summarising and presenting findings Andy
Some GRADE jargon ,[object Object],[object Object],[object Object]
Quality assessment
Summary of Findings
GRADE Evidence Profile
 
Headings specify the comparison and applicability of the SoF table
Up to 7 patient-important outcomes including important outcomes for which no data are available
The relative effect (e.g. risk ratio)
Illustrative comparative risks present the absolute effect for specified (“assumed”) baseline or control group risks
How much evidence there is
The quality of the evidence
Comments
Footnotes About the intervention High and low risk groups Judgements about quality Explanation of outcomes
Explanations for SoF tables
Questions about summarising and presenting findings?
Strength of recommendations and  values & preferences Holger
Strength of recommendation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
You have to decide where you want to spend the next five years of your live. Which of the following cities would you prefer to live in?
←  Option 1 (Buffalo, purple) Option 2 -> (Rome, yellow)
[object Object]
You are hiking. Which of the following animals would you prefer to encounter?
←  Option 1 (bunny, purple) Option 2 -> (tiger, yellow)
You are buying an ice cream. Which flavor do you prefer?
←  Option 1 (strawberry, purple) Option 2 -> (chocolate, yellow) Chocolate Strawberry
You are buying a new car. Which one would you buy?
←  Option 1 (Ferrari, purple) Option 2 -> (Volkswagen, yellow) Yellow fox Red Ferrari
What determines your choices?
What determines your choices? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
Which information do we have? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strength of recommendation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GRADE: Factors influencing decisions and recommendations ,[object Object],[object Object],[object Object],[object Object]
Categories of recommendations ,[object Object],[object Object],[object Object],Recommend     Suggest    
Judgements about the strength of a recommendation ,[object Object],[object Object],[object Object],[object Object]
Values ,[object Object],[object Object],[object Object]
Determinants of the strength of recommendation
Determinants of the strength of recommendation
Determinants of the strength of recommendation
Determinants of the strength of recommendation Table. Decisions about the strength of a recommendation Frequent “yes” answers will increase the likelihood of a weak recommendation  Factors that can weaken the strength of a recommendation. Example:  Decision Explanation Lower quality evidence ,[object Object],[object Object],Low Uncertainty about the balance of benefits versus harms and burdens ,[object Object],[object Object],Moderate y balanced Uncertainty or differences in values  ,[object Object],[object Object],Fair bit of variability Uncertainty about whether the net benefits are worth the costs ,[object Object],[object Object],Relatively high cost
Implications of a strong recommendation ,[object Object],[object Object],[object Object]
Implications of a weak recommendation ,[object Object],[object Object],[object Object]
Is France right? ,[object Object],[object Object],[object Object],[object Object]
Another example   Should oseltamivir be used for treatment of patients hospitalised with avian influenza (H5N1)? ,[object Object],[object Object]
Should oseltamivir be used for treatment of patients hospitalised with avian influenza (H5N1)? Summary of findings Transmission :  No human to human transmission Patient or population:  Hospitalised, clinical and serologically confirmed cases of avian influenza
Oseltamivir for Avian Flu ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What would you recommend? ,[object Object],[object Object],Factors Impact on the strength of a recommendation Balance between desirable and undesirable effects Larger the difference between the desirable and undesirable effects, more likely a strong recommendation warranted.  Narrower the gradient, more likely weak recommendation warranted. Quality of the evidence Higher the quality of evidence, more likely a strong recommendation warranted. Values and preferences More variability in values and preferences, or more uncertainty in values and preferences, more likely weak recommendation warranted. Costs (resource use) Higher the costs of an intervention – that is, the more resources consumed – less likely a strong recommendation warranted.
Judgments about the strength of a recommendation -  oseltamivir for treatment of patients hospitalised with avian influenza (H5N1) Factors Comments Balance between desirable and undesirable effects The benefits are uncertain. Quality of the evidence The quality of the evidence is very low. Values and preferences All patients and care providers would accept treatment for H5N1 disease. Costs (resource use) The cost is not high for treatment of sporadic cases.
Questions about  the strength of recommendations?
Costs (resource use) Andy
BMJ  2008;336:1049-1051 (10 May)
Determinants of strength of recommendation   Factors Impact on the strength of a recommendation Balance between desirable and undesirable effects Larger the difference between the desirable and undesirable effects, more likely a strong recommendation warranted.  Narrower the gradient, more likely weak recommendation warranted. Quality of the evidence Higher the quality of evidence, more likely a strong recommendation warranted. Values and preferences More variability in values and preferences, or more uncertainty in values and preferences, more likely weak recommendation warranted. Costs (resource use) Higher the costs of an intervention – that is, the more resources consumed – less likely a strong recommendation warranted.
Why do costs differ from other health outcomes?  ,[object Object],[object Object],[object Object],[object Object]
Despite the differences, approaches to resource use are similar to other outcomes ,[object Object],[object Object],[object Object]
 
 
 
Special considerations of using resource use as an outcome include ,[object Object],[object Object],[object Object],[object Object],[object Object]
Cost-effectiveness analyses of HPV vaccination Lancet Infect Dis  2007; 7:289–96
Resource implications of HPV vaccination Lancet Infect Dis  2007; 7:289–96
Questions about the impact of costs (resource use) on the strength of a recommendation?
Wording of recommendations Holger
Labeling of concept/recommendations ,[object Object],[object Object],[object Object]
Challenges in wording recommendations ,[object Object],[object Object],[object Object],[object Object]
Example: Oseltamivir for Avian Flu ,[object Object],Schunemann et al., The Lancet ID, 2007
Example: Oseltamivir for Avian Flu ,[object Object],[object Object],[object Object],Schunemann et al., The Lancet ID, 2007
Other explanations ,[object Object],[object Object],Schunemann et al., The Lancet ID, 2007
ATS/ERS COPD guidelines
NICE COPD guidelines
GOLD COPD guidelines
Recommendations ,[object Object],[object Object],[object Object],[object Object],PICO: Population, intervention, comparison (and outcome)
Questions about  the wording of recommendations?
Recommendations to use an intervention only in the context of research Andy
Possible recommendations when there is very low quality evidence include: ,[object Object],[object Object],[object Object],[object Object],[object Object]
Recommendations to use an intervention only in the context of research may be appropriate ,[object Object],[object Object],[object Object]
Examples ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Implications for research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What are examples of interventions you can think of for which you might recommend that it should only be used in the context of research?
Questions about  recommendations to use an intervention only in the context of research?
Judgements about priorities (importance) Andy
Priority setting: From a health system or public health perspective   A  strong  recommendation may not be  important
Judgements about importance may depend on ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
From the perspective of individual patients and clinicians ,[object Object],[object Object],[object Object]
Questions about  judgements about priorities (importance)?
Workshop agenda Tuesday, 13 May 2008 Strength of recommendation ,[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]

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