Case-Control Studies Flashcards
Outline the principles of a case control study
- Identify group of diseased people (cases) and a group of disease-free people (control)
- Look backwards in time to compare the EXPOSURE STATUS of the two groups
What are the advantages of retrospective studies?
Uses historical data so is CHEAPER and FASTER than a prospective cohort study
What is the main difference between a ‘case control’ and a ‘cohort’ study?
- Case control identifies outcomes and compares disease exposures
- Cohort identifies exposures and compares disease outcomes
What are the disadvantages of a cohort study compared to a case control?
- Good for rare outcomes but not rare diseases
- Would need large number of person-years to accumulate rare disease events before data has any use
Explain the analysis of case control studies
- Two samples: one from diseased population and one from non-diseased population
- Compare exposure history between two samples using an ODDS RATIO
How would you calculate the odds ratio of being exposed in CASES?
- Exposed cases / unexposed cases
- a / c
How would you calculate the odds ratio of being exposed in CONTROLS?
- Exposed controls / unexposed controls
- b / d
How would you calculate an ODDS RATIO for a case control study?
- ad / bc
- a = exposed cases
- b = exposed controls
- c = unexposed cases
- d = unexposed controls
Explain how you could estimate the range in which the true underlying odds ratio (OR) lies
- Calculate error factor using all 4 values in odds ratio equation
- Calculate the 95% CI using (OR / e.f.) and (OR x e.f.)
How could you increase the precision of the odds ratio?
- Increase number of controls in study (b and d)
- Reduces error factor
- Narrower 95% CI
What is the difference between a BINARY and a DOSE response?
- BINARY response uses 2 distinct groups (exposed and unexposed)
- DOSE response compares a range of exposures associated with a disease outcome (smoking and lung cancer - can compare the effects of smoking different amounts of cigarettes a day and how this affects the disease outcome)
Explain how you would compare odds ratios in a dose response
- Calculate a separate odds ratio for each distinct category in the dose response
- Calculate subsequent error factors and 95% CIs for each odds ratio
- Compare the statistical significance of each
Which study would you use to identify rare diseases within a population?
- CASE CONTROL
- Suitable for rare diseases but not rare outcomes
- Cohorts are suitable for rare outcomes but not rare diseases
Give 3 advantages of case control studies over cohort studies
- Can look at many different potential exposures using a dose response (useful when there are several candidates for the causal exposure)
- Cheaper
- Quicker (don’t have to follow up as you are using data from the past)
What is one major disadvantage of case control compared to cohort studies?
- Difficult to be sure that exposure precedes the disease outcome with case control
- In cohort studies it is clear that the exposure identified precedes the disease outcome
- Cohorts are LESS PRONE TO BIAS such as recall bias