A measure of how likely an event is to happen in one group relative to another
Odds Ratio (OR)
The ratio of the two odds; happening vs not happening
Number Needed to Treat (NNT)
Measure of impact of medicine or a new treatment; how many to treat to impact one
Relative Risk (RR) is the ratio of the probability of an event occurring with an exposure versus the probability of the event occurring without the exposure
Relative Risk = 1 means the 'event' is equally likely in both groups
Relative Risk >1 means the 'event' is more likely
Relative Risk <1 means the event is less likely
Calculating Relative Risk (RR)
Risk (Test) / Risk (Control)
Relative Risk is sometimes called Risk Ratio. Synonymous terms
If a new treatment increases the likelihood of a cure, then RR for new treatment will be >1, which is good news - greater 'risk' of cure
Odds
Ratio of the number of cases where the relevant event occurred to the number where the event did not occur
Calculating Odds Ratio (OR)
Odds (Test) / Odds (Control)
The null hypothesis for OR is 1. The current result indicates reduced odds of expulsion with the new design
Absolute Risk Difference (ARD)
Risk (Test) - Risk (Control)
Calculating Number Needed to Treat (NNT)
1 / Absolute Risk Difference
Ideal NNT would be 1
If the events are rare, the risks and the odds take very similar values
For rare events
The OR will approximate to RR
For more common events
The OR will diverge more strongly from RR from (null = 1)
It's a common practice to report 95% CI for RR and OR
It's less common to see authors quoting 95% CI for the NNT
The Absolute Risk Difference (ARD) is calculated by subtracting one risk from the other
The null hypothesis value for the ARD is zero. For RR and OR, null is 1