Study Designs Flashcards
Correlation
when 2 things appear related
Causation
one thing (cause) is causing another thing (effect)
Confounding Variables
factors that can distort relationship between variables, may be inaccurate or misleading
Causal relationships can be
direct or indirect
direct relationships
one variable directly causes another without an intermediate
e.g. smoking directly causes lung cancer
indirect relationship
factor causes disease but only through an intermediate of steps
why should we determine a causal relationship
to predict, influence and understand the outcome
Adjustment
used to allow populations to be compared when they are not comparable
Age adjustment
compare different populations or subgroups
age standardization
summary measure that reflects what the rates would be at the same age distribution
comparing mortality
populations differ in characteristics, should adjust for factors that greatly affect mortality.
e.g. age is the most important predictor of mortality
explain significance of sample adjustment
bad samples can lead to misleading comparisons, inaccurate risk assessment, limited comparability
Historical randomized trial
performed by James Lind, observed vitamin C deficiency in sailors (scurvy)
Process of randomized clinical trial
- Participants
- Randomly assign participants to treatment or placebo (control)
- compare results
Purpose of randomized clinical trial
evaluating new treatments