2. Types of study design Flashcards
What are the two types of study design?
Experimental and observational
Give two examples of an experimental study
Clinical trial for a new antibiotic
Testing a new diet
What occurs in a Randomised Control Trial?
Observational units are randomly assigned to one of two levels of an exposure
All other exposures are identical between the two groups
Name 4 characteristics of an experimental study
- They are very controlled
- Maximise ability to observe one effect independent of other variables
- Subjects are as similar as possible or stratified
- Analysis is simple
What are the two types of observational study and what do they do?
descriptive - describe what is occurring
analytical - statistical comparisons are made
Name 4 characteristics of an observational study
- No intervention during research
- Can be difficult to tease out individual effects
- Analysis can be very complicated
- Few ethical constraints
What is the sequence of events for determining causality?
- Case studies
- Descriptive studies
- Analytical studies
- Experimental studies
What are the three main analytical studies?
cross sectional study case control study cohort study (survival study)
What is a cross sectional study?
outcome variable and associated exposure variables measured at one point in time
what are the 4 properties of a cross sectional study?
- bad at identifying causes
- good at generating hypotheses
- quick
- relatively cheap
What is a case control study?
These take ‘cases’ and compare them with ‘controls’
Case = an individual with disease
Control = an individual from the same population without the disease that could have been included as a case if they had the disease
What are the 4 properties of case control studies?
- Better at identifying causes than cross-sectional studies
- Identify associations more clearly
- Are cheap and quick to do
- Rely heavily on recall or past records, both of which may be inaccurate or biased
What are cohort studies?
Take a cohort which contains individuals with different exposures and follow prospectively through time until the outcome happens in a defined proportion of the sample
What are the 4 properties of cohort studies?
- Good at identifying causes because the change occurs after the observations
- Data on exposures are gathered as they happen (no recall bias)
- Expensive and time consuming (“loss to follow-up”)
- Difficult to analyse (repeated observations)
What are the 7 tests for causality?
- Strength of association e.g. high RR or OR
- Dose-related i.e. the disease increases as the exposure increases
- In the correct time sequence. i.e. the exposure occurs before the disease.
- Independent of recognised confounders
- Consistent finding in more than one study
- Biologically plausible
- Reversible i.e. Remove the risk factor and there is a change in the outcome.