experimental design Flashcards
issues in causal research
- bias
- random error
- confounding
- effect modification
bias
differential error: usually produces deviation/distortion in one direction
random error
less likely to distort/ influence the direction of the relationship. it decreases the probability of finding a real association by reducing the statistical power
confounding
a measure of the effect of exposure on risk is distorted bc of the association of exposure with other factors that influence the outcome
effect modification
differences in the effects of one or more factors according to the level of remaining factors
quantitative designs
- observational: no intervention or experiment
- experimental: manipulation of study factors
observational designs
- cross-sectional
- longitudinal
cross-sectional
one set of observations is collected from every unit in the study, at a certain point in time
longitudinal
2 or more sets of observations are collected for every unit in the study
cohort studies
tracks people forwatd in time from exposure to outcome
effect measure for cohort studies
risk ration
case-control studies
2 source populations: track studies backwards from outcome to exposure
when is it best to use RR
- observational
- prospective
- longitudinal
when is it best to use OR
- observational
- longitudinal
- retrospective
experimental study
a trial that is experiencing the effectiveness and the risks of any medical treatment