Observational Studies Flashcards
Why are observational studies done?
Hypothesis generating, RCTs are expensive, study of rare events, ethics
What is the difference between cases and controls?
Cases have the disease of interest
Controls don’t have the disease and are usually age and sex matched with cases
What is the selection bias in case-control studies?
Cases may not represent exposure distribution in all cases in the source population, control may not represent exposure distribution in those without disease
How is selection bias minimised?
Minimised at design stage = ensure cases and controls are representative of and come from the same source population
What is observer bias in case-control studies?
Knowledge of case/control status may influence data collection
Impact = identify more (spurious) risk factors in cases
How is observer bias minimised?
Use of standardised objective instruments and blind researchers to case/control studies
What is recall bias and how can it be minimised?
Cases and controls recall prior exposures differently
Minimise period of recall and measure exposure data objectively (medical notes, third party verification)
What does survivor bias cause?
Will detect factors that increase survival among the diseased as risk factors for the disease
What are the strengths of case-control studies?
Rapid and cheap, ideal for rare diseases/outcomes, useful for diseases with long latent periods, can simultaneously examine a large number of potential exposures
What are the weaknesses of case-control studies?
Bias, temporal relationship can be difficult to establish, can’t compare incidence rates
What are the uses of cohort studies?
Impact of infrequent/unusual exposure, multiple outcomes related to infrequent exposure, disease incidence, temporal sequence, how risk changes over time
What questions must be considered when calculating risk?
What is the risk of outcomes for those exposed?
How do the risks compare?
How is the risk of disease in exposed individuals calculated?
Disease present/(disease present + disease absent)
How is the risk of disease in unexposed individuals calculated?
Disease present/(disease present + disease absent)
What is the relative risk ratio?
Compares risk across exposure groups
Risk of disease in exposed/risk of disease in unexposed