Lecture 2 - Randomised trials and real-world evidence Flashcards
Randomised Controlled Trials
Subjects randomised
Removes selection bias
Selection bias
Association between exposure and health outcome is different for those who complete a study compared with those who are in the target population
Matching
Construct intervention and comparison groups that are as similar to each other as possible
Weighting
Assign intervention and control observations weights that balance both arms
Allows datasets to look the same
Mean difference
Mental wellbeing, scale scores
Outcome variable should be a scale e.g. quality of life
Risk Ratio
Risk of an event in one group divided by risk of event in another group
Rate Ratio
Rate of an event in one group divided by rate of event in another group
Requires estimation of time at risk
Person-years
total number of years subjects last in study
Hazard Ratio
Time-to-event outcome
Instantaneous incidence rate in a group for those who have not accrued the outcome divided by the instantaneous incidence rate in another group for those who have accrued
When is hazard ratio used
If event can only happen once
When the incidence of an outcome occurring in the control group is stable over time