Statistics Flashcards
Define relative risk
The incidence in the exposed group divided by the incidence in the non- exposed group
Absolute risk definition
Incidence of the disease in the exposed group
Relative risk values meaning
RR= 1 means no difference between 2 groups so no association
RR>1 means increased occurrence in exposed group so it is a positive association/ risk factor
RR <1 means decreased risk = negative association = protective effect
Odds ratio
Used in case- control studies
Assesses the odds that an individual with a specific condition has been exposed to something
Define sensitivity
The ability of a test to detect a disease
Ie the chance of the test being positive if you have the disease
Good for ruling things out. A highly sensitive test has few false negatives so if negative test, it’s very unlikely you have the disease
Define specificity
The ability of a test to identify those without the disease
Change of the test being negative if you don’t have the disease
Good for ruling things in- a highly specific test will have few false positives so if the test is positive you are very likely to have the disease
Positive predictive value
Likelihood that someone with a positive test actually has the disease
Negative predictive value
Likelihood that someone with a negative test actually does not have the disease
Predictive values and prevalence
PV closely related to prevalence. A pt with a positive test is more likely to truly have the disease if the patient belongs to a population with a high prevalence of disease ie high pretest probability