Study Designs 2 - RCTs Flashcards
What is a clinical trial?
A scientific way of testing a clinical question by comparison with control group
What might you want to assess in a clinical trial?
Treatments Supportive care Devices Screening programmes Information Diagnostic tests Biomarkers
What key lessons have we learnt in history from clinical trials?
- James Lind & Scurvy: orange + lemons have the best effect when everything else was kept constant
- Gold therapy for TB: controls had better improvement
- Natural history of disease + vaccine therapy: no better than placebo
What have lessons from history taught us?
- Collect data i.e. dont rely on anecdotal evidence
- Need for controls
- Avoids bias - groups should be comparable except for treatment
What principles must be followed when comparing treatment groups?
- Groups alike in all important aspects except for treatments under evaluation getting rid of possible bias
- Large enough sample to limit chance imbalance
= difference in outcome is just due to treatment effect
Why use randomisation?
Best way to create a CONTROL group similar to the TREATMENT group in all respects (known and unknown)
What is a randomised clinical trial (RCT)?
Controlled clinical trial where therapies allocated by a chance mechanism where neither patient nor physician knows in advance which therapy will be assigned
What are the advantages of randomised clinical trials (RCTs)?
- Eliminate selection bias
- Balance prognostic factors
- Validity of statistical tests
What is a controlled clinical trial?
Prospective study comparing effects and value of an intervention against a control in human subjects
What is an uncontrolled clinical trial?
Involves NO control group
What is the main dictator of how good a study design is?
Reducing bias to an absolute minimum
In order of worst to best, what types of studies have the best study design?
- Uncontrolled
- Historical controls
- Current non-randomised controlled
- Randomised controlled
What is the concept of statistical interference?
Analysed data are results in a selected sample and we use these results to infer how all the population would behave - start with pop. and get protocol treated patients, look at observed results and extrapolate then:
- Estimate: treatment effect (beware bias)
- Beware of variability of estimate due to sampling from population
= Goal: control bias + reduce variability
What is the benefits of random allocation of treatment?
- Gives equal chance of receiving each treatment
- In long run leads to groups likely to be similar in characteristics by chance
- Reduces selection bias if patients enter trial before randomisation
- Used in other experimental settings
What is the placebo effect?
Even if therapy is irrelevant to the patients condition, the patients attitude to his or her illness, and indeed the illness itself, may be improved by a feeling that something is being done about it