Reviewing The Evidence Flashcards
Systematic reviews
(an extremely credible source of evidence)
“an overview of primary studies that used explicit and reproducible methods”
EXPLICIT, TRANSPARENT AND REPRODUCIBLE Clearly focused question Explicit statements about the type of study, participants, interventions, outcome measures Systematic literature search Selection of the materials Appraisal Synthesis - meta analysis
Meta-analysis
will always include a systematic review
“a quantitative synthesis of the results of two or more primary studies that addressed the same hypothesis in the same way”
- facilitate the synthesis of a large number of studies
- systematically collate study results
- reduces problems of interpretation due to variations in sampling
CI get smaller as there are loads of small studies being analysed together - decreases the effect of chance
Calculating a pooled estimate odd ratio for all studies
OR and 95% CI are calculated for all studies in a meta-analysis
They are then combined to give a pooled estimate or using a statistical computer programme
Studies are weighted according to their size and the uncertainty of their OR - smaller would give a greater weighting
Forest Plot
Individual odds ratios (squares - size is proportional to their weighting) with their 95% CI lines displayed for each study
The diamond is the pooled estimate - centre (dotted line) is the pooled OR and the width representing the pooled 95% CI. the solid line is the null hypothesis OR
Meta-Analysis problems
Heterogeneity between studies
Modelling variation
Variable quality of the studies
Publication bias in selection of the studies
FIXED EFFECT MODEL
- assumes that the studies are estimating exactly the same size effect
- all variation is just random error from the true effect
RANDOM EFFECTS MODEL
- assumes that the studies are estimating similar but not the same effect size
- CI is wider than the fixed effects
Publication bias
Studies with significantly significant or favourable results are more likely to be published than those that don’t - applies to smaller studies
- publication bias leads to a biased selection of studies towards demonstration of effect
Meta-analysis should include searching and identification. Of unpublished sucked
FUNNEL PLOTS - the smaller the trail the wider the scatter
- if no bias then the plot will be balanced
Evidence based healthcare
Primary research studies RCT
Literature reviews of studies
- narrative reviews (select paper that justifies own viewpoint) - biased and subjective
- systematic reviews (not usually done by a doctor) - unbiased and objective
Decision analysis
- harms vs benefits
- cost effectiveness