Cross-sectional studies Flashcards
What is a cross sectional study?
A snapshot of the frequency of outcomes and exposures in a particular population at a specific time point.
How do you begin a cross sectional study?
- Target population - Define a population of
interest - Selected sample- Invite a representative
sample of individuals to take part - Study sample - Obtain information on both
the outcome of interest and exposure at a
particular point in time on as many of those
as possible
What are the strengths of cross-sectional studies?
+ Good quality data as collected for the
purpose of research (not from routine data
collections)
+ Relatively quick and cheap to conduct (no
long periods of follow up)
+ Can study multiple exposures and outcomes
What are the weaknesses of cross-sectional studies?
- Temporal sequence is unknown - cannot be
sure exposure came before outcome
(Reverse causality) - Prone to bias (measurement)
- Confounding (could other factors related to
exposure and outcome explain the
association)
What is a confounder?
A third variable that provides an alternative explanation for an observed association between exposure and outcome
What is a risk ratio? ( also known as relative risk)
A measure of the risk of a certain event happening in one group compared to the risk of the same event happening in another group.
Estimated using regression models - outcome must be binary.
What is the equation for risk ratio?
Risk Ratio (RR) = Risk in exposed group /
Risk in unexposed group
What is the equation for risk in the exposed group?
= number with outcome / number at risk of
developing outcome
What is the equation for risk in the unexposed group?
= number with outcome / number at risk of developing outcome
What does a Risk Ratio value of 1 (null value) mean?
= No difference between exposure groups
What does a Risk Ratio value of <1 mean?
= Exposure reduces the risk
What does a Risk Ratio value of 0.5 mean?
= Exposure halves the risk
What does a Risk Ratio value of 0.75 mean?
= Exposure reduces the risk by 25%
What does a Risk Ratio value of >1 mean?
Exposure increases the risk
What does a Risk Ratio value of 2 mean?
Exposure doubles the risk