Methods Flashcards
(46 cards)
What is methods?
- How a study is done
- tools → data collection
- Explanation (who, how, what, when, where, why)
- detailed & procedural
Types of studies
Experiments and correlation studies
Experiments
- testing a hypothesis
- Variables
- Manipulation of Ind
- control group
- Randomization
Manipulation
Can start to apply causality
Control group t randomization
Experiments don’t need but makes more certain of causality
Control group
- keep the same/usual care
- group to compare experimental group
- helps strengthen causality of Ind →dep
- Difficult to control humans - always error
Randomization
- no pattern
- prevents bias
- group = group (don’t want groups too different from eachother)
Types of randomization
Fixed:
- Simple
- Block
- stratified
Adaptive:
- outcome adaptive
- minimization
Simple type
Patient allocation is based on a single sequence of random assignments
Stratified type
Patients are grouped according to prognostic variables, then randomized in separate strata
Block type
Patients are first allocated to blocks, then randomized w/in blocks
Outcome Adaptive type
Patient allocation probabilities charge throughout the trial according to incoming results/health outcome data
Minimization type
Allocation depends on previous allocations, in a way that as to minimize covariate imbalance
Advantages of simple type
Simple to use, unpredictable
Disadvantages of simple type
Not equal size trials at all times, can’t assure balance on outcome predictors, especially in small trials.
Advantages of block type
Equal size trial at all this
Disadvantages of block type
Assignment may be predicted if small size blocks that don’t vary are used, especially if binding can’t be implemented. Can’t assure balance on outcome predictors, especially in small trials
Advantages of stratified type
Equal site trial if combined W / blocking. Assure balance on outcome predictors, especially in small trials
Disadvantages of stratified type
Danger for overstratification o imbalances due to incomplete blocks. Prediction of allocation when small site blocks in unblind trial is possible
Drawing research design
R- random
NR- non random
O-observation
X-treatment
Correlation studies
- Examine relationship between variables
- meaningful associations
Correlation
Not = causation
Branford hill criteria
Criteria that has to be met to assume causation
-Strength
- Consistency
- specificity
- temporality
- biological gradient
- plausibility
- Coherence
- experiment
- analogy