GRADE Flashcards
The GRADE process includes an examination of…
- Risk of bias in study design (CONSORT)
- Inconsistency in results across studies
- Indirectness of evidence
- Imprecision of the measurements
- Publication bias
A report that uses the GRADE process to evaluate the quality of science is called a..
Systematic review
Conclusions about the effectiveness of the intervention
“Estimate of the effect”
The believability of drawn conclusion in a systematic review
“Certainty of the evidence”
The certainty/quality of the evidence can be rated as…
High - true effect is similar to the estimate of the effect
Moderate - true effect is probably close to the estimate of the effect; possibility of substantial difference
Low - the true effect might be very different from the estimate of the effect
Very Low - the true effect is probably very different to the estimate of the effect
All evidence is initially assumed to be..
High certainty; downgraded for each serious problem found
How might the collective risk of bias be presented in a systematic review?
Risk of bias summary table
Inconsistency refers to..
Unexplained heterogeneity of results - individual RCTs within a body of evidence yield very different estimates of effect
If no explanation for heterogeneity is found…
The evidence should be downgraded
Criteria to downgrade for inconsistency..
- Large difference between means (point estimates) across studies
- Minimal/no overlap of confidence intervals; variation may be greater than expected by chance alone
- Tests of heterogeneity (ex. I² = no heterogeneity)
Directness/indirectness is assessed with a focus on..
(P.I.C.O)
- Populations
- Interventions
- Controls
- Outcomes
Things to consider when evaluating imprecision
- Confidence intervals - small CI = precise estimate of treatment vs large CI = imprecise estimate (increases uncertainty of treatment effect)
- Sample size
- Optimal information size (OIS); downgrade if total participants in review is less sample size calculation for single adequate study - Number of events
- May have had sufficient # of participants but not enough events to measure; sample size may therefore need to be based on number of events rather than participants in some studies
How can publication bias be assessed in a systematic review?
Funnel plots; assess the likelihood that some of the evidence has withheld/not published/ignored