Chapter 14 Flashcards
Spurious Associations
(fake relationship): Concluding that there is a relationship but actually there is not.
ex. Vaccinations cause autism
Case-control studies
Having a control group and comparing it to the experimental group. Trying to develop some sort of intervention.
Cohort study
Looking at a (group) of people and comparing the group of people
Ex. Smokers vs. Nonsmokers
-Education level is an example of a cohort
How to establish a causal relationship
You should only be establishing causality if there is an association.
- Temporal (a→b) - Dose-response (as a increases, b increases) - Consideration of alternate explanations - Strength of association (which is assumed)
Confounding variable
3rd variable the influences relationship between A and B.
Covariate
A factor that influences how the exposure leads to the outcome.
- AKA control variable - Understood that this variable is important and impacts your model. - Accounted for in your model
unplanned or natural experiments
we take advantage of groups of people that have been exposed for non-study purposes
Ex. people who work with chemicals or miners