Systematic Review and Meta Analysis Flashcards
What is a systematic review
Review of all the evidence available concerning a clearly formulated question to identify, select, critically appraise, collect data and analyse data
What is considered in a systematic review
PIOS Population Intervention/comparison Outcomes Study design
Why are systematic reviews carried out
Large quantity of data
Individual studies cannot conclusively answer a research question
Many studies give contradictory results
Define meta analysis
use of statistical techniques to integrate the results of included studies, combining the published estimated of effect from each study to generate a pooled risk estimate
What kind of unit is meta analysis
primary units of analysis
What are the advantages of meta analysis
Generate a pooled overall risk estimate
Produce a more reliable and precise estimate of effect
Explore differences (heterogeneity) between published studies
Identify whether publication bias is occurring
Provide evidence-base for clinical decisions.
What are the limitations of meta analysis
Publication bias
Inconsistency of results (heterogeneity)
Low study quality
Describe publication bias in meta analysis
Only a subset of the relevant data is available
Null of non-significant findings (especially in small studies) are less likely to be reported/published than statistically significant findings
Published studies may not be representative of all valid studies