Observational and Epidemiological Studies Flashcards
What is the difference between observational and experimental studies?
Observational: investigator does not influence what the research subjects are exposed to– only tracks their natural course/progression
Experimental: investigator controls exposures that may influence the outcome of interest
What are the 4 components of a true experimental study?
- Manipulation
- Control
- Random assignment
- Random selection
What are 3 characteristics of observational studies?
Start with exposure, follow to outcome
Less rigid than controlled studies
Determine association, not cause-and-effect
What is the exposure event rate (EER)
The proportion of subject in the exposure group experiencing the event
A/(A+B)
What is the control event rate?
The proportion of subjects in the control group experiencing the event
C/(C+D)
What is relative risk?
The risk of developing a disease in people exposed to a specific variable compared to those not exposed to that variable.
=EER/CER
What does a relative risk of: =1 <1 >1 mean?
=1: no association
<1: negative association
>1: positive association
Are prospective or retrospective cohort studies better?
Both equally good, but prospective collection may introduce additional bias
How can we calculate relative risk reduction? How can we interpret it?
(CER-EER)/CER
Exposure is associated with an x% relative reduction of the outcome compared to the control
How can we calculate absolute risk reduction? How can we interpret it?
=CER-EER
Exposure is associated with an absolute reduction of the outcome by x%
How can we calculate number needed to treat?
1/AAR
What are the guidelines for determining causation?
Temporal relation Biological plausibility Consistency Strength of the association Dose-response relationship Study design Judging the evidence
How can we calculate odds ratio?
ad/bc
How does odds ratio compare to relative risk?
OR is always an overestimation of RR when RR>1
What are the 4 types of bias?
Selection bias
Information bias
Data analysis bias
Survival bias