Study Designs: Observational Studies Flashcards
Starting from the best, describe the pyramid of 3 observational study designs.
Cohort studies
Case-control studies
Cross-sectional studies
Describe the structure of a cohort study.
Participants are grouped based on exposure (e.g. smoking vs non-smoking) and followed over time to observe outcomes (e.g. lung cancer incidence)
List 2 strengths of cohort studies.
Good for rare exposures
Can measure multiple outcomes simultaneously
List 2 limitations of cohort studies.
Time-consuming and costly
Risk of loss to follow-up
What are the 2 types of cohort studies?
Retrospective and prospective
What is the interpretation of cohort studies?
Risk of (outcome) in (exposure group) is (RR) times that of (non-exposure group)
In cohort studies, when is the CI statistically significant?
When it excludes 1
In cohort studies, when is the p value statistically significant?
When it is <0.05
Describe the structure of case-control studies.
Participants are selected based on the presence (cases) or absence (control) of a specific outcome, and past exposures are compared
List 2 strengths of case-control studies.
Good for rare outcomes
Good for diseases with long latent periods
List 2 limitations of case-control studies.
Cannot establish incidence or prevalence
Potential recall bias
What is the interpretation of case-control studies?
Odds of (exposure) in (cases) is (OR) times that of (controls)
Describe the structure of cross-sectional studies.
Data is collected at a single point in time to assess exposure and outcome prevalence simultaneously
List 2 strengths of cross-sectional studies.
No follow up needed
Quicker and cheaper than cohorts and case-control
List 2 limitations of cross-sectional studies.
Cannot establish causation
Potential reverse causality
Describe the structure of ecological studies.
Examines relationship between exposure and outcomes at the group or population level rather than the individual level
Name a strength of ecological studies.
Good for hypothesis generation
List 2 limitations of ecological studies.
Hard to control for confounders
Ecological fallacy – concluding that associations at group level mean they also exist at individual level