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Randomized controlled trials
The Basics
Definition
 RCT is a study in which a group of
investigators study an intervention in a series
of individuals who receive the intervention in
a random order.
 Intervention to be tested is called the
experimental group
 The other group of participants is called the
control group.
 The control can be conventional practice, a
placebo, or no intervention at all
Schema of a simple trial
Eligible patients
Rx group 1
Rx group 2
Randomize
Why Randomize?
 We need to analyse groups at the end of the
trial
 To ensure that difference in groups is
because of the Rx
 For this you need comparable groups at the
start of trial
 Purpose of randomization is to make the
treatment groups comparable
Value of randomization
 it reduces the risk of serious imbalance in
unknown but important factors that could
influence the clinical course of the
participants.
RCT
 ‘the most powerful tool in modern clinical
research “
– Prospective
– Controlled
– unbiased
What is wrong with non-
randomized studies?
 Two main types of studies, those with and
those without concurrent control groups
Non-randomized studies II
 Without concurrent controls
 Case series studies
 Historical controls
 type of patient may change, due to eligibility
criteria
 environment changes
 data quality often quite different between
groups
Non-randomized studies III
 Controlled non-randomized studies
 Difficult to argue that one group is different from
another but allocation is predictable, so bias can
arise from selection of patients
 Randomization must be unpredictable
Random allocation
 all participants have the same chance of
being assigned to each of the study groups
 the purpose is to keep both groups as similar
to each as possible at the start of the trial.
Is coin tossing OK?
 OK for big trials
 For small trials, such ‘simple randomization’
can lead to imbalance in group sizes
Example: trial with 30 patients
 If 30 patients are in a trial randomized using
coin tossing there is a 14% chance of 15:15
split
 For 16:14 chance is 27%
 ‘Worse’ than 20:10 is 10%
 Why ‘worse’?
 Because imbalance leads to loss of power
We need randomization
 to be done properly
 to ensure similar numbers in groups
 To combine with stratification -in large trials-
to ensure comparability
Pseudo-randomisation
 Alternating record number
 Date of birth
 Geographical distribution
True randomization
 Need to separate the person who generates
allocation from those who assess eligibility
 Third party schemes
 Telephone randomization service
 Pharmacy randomization
 Web-based service?
 Envelopes
 Sealed envelopes (preferably opaque)
Blinding
 The best way to protect a trial against bias is
by keeping the people involved in the trial
unaware of the identity of the interventions
for as long as possible
Types of RCTs
 RCTs according to whether the investigators
and participants know which intervention is
being assessed
– Open trials
– Single blind trials
– Double blind trials
– Triple blind trials
Blinding is difficult
 Having placebo in the same shape , formula
and taste is very costly, and time consuming.
 The drug side effects e.g. local reaction at
the site of injection would partially unblind .
 Impossible if surgical and medical treatments
are compared.
 The need for urgent unblinding code in case
of serious side effects
Other types of RCTs
 RCTs according to how the participants are
exposed to the interventions
– Parallel trials
– Crossover trials
 Trials testing one variable or factorial design
e.g (2 X2 X 2)
Follow up
 During the trial
– Adherence to the study protocol
– Patients compliance with treatment
 After finishing the intervention, follow up of
participants should be sufficiently long and
complete
Analysis of clinical trials
Analysis of clinical trials
Intension to treat analysis Per treatment analysis
Sub group analysis
Disadvantages of RCTs
 expensive: time and money;
 volunteer bias;
 ethically problematic at times.
Interim Analysis
 Done in large RCTs
 To explore the results after recruiting of half
of the participants
 If marked difference is recognized , then trial
should be stopped
 Examples: WHI trial
Breech Trial
So, how to do RCT
 Set up a protocol
 Recruit your patients
 Randomize (try to be blind)
 Follow up
 Analyze your data
 Publish
RCTs
The gold standard for therapeutic research
Basis for Meta-analysis
Search for it first

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Randomised controlled trials : the basics

  • 2. Definition  RCT is a study in which a group of investigators study an intervention in a series of individuals who receive the intervention in a random order.  Intervention to be tested is called the experimental group
  • 3.  The other group of participants is called the control group.  The control can be conventional practice, a placebo, or no intervention at all
  • 4. Schema of a simple trial Eligible patients Rx group 1 Rx group 2 Randomize
  • 5. Why Randomize?  We need to analyse groups at the end of the trial  To ensure that difference in groups is because of the Rx  For this you need comparable groups at the start of trial  Purpose of randomization is to make the treatment groups comparable
  • 6. Value of randomization  it reduces the risk of serious imbalance in unknown but important factors that could influence the clinical course of the participants.
  • 7. RCT  ‘the most powerful tool in modern clinical research “ – Prospective – Controlled – unbiased
  • 8. What is wrong with non- randomized studies?  Two main types of studies, those with and those without concurrent control groups
  • 9. Non-randomized studies II  Without concurrent controls  Case series studies  Historical controls  type of patient may change, due to eligibility criteria  environment changes  data quality often quite different between groups
  • 10. Non-randomized studies III  Controlled non-randomized studies  Difficult to argue that one group is different from another but allocation is predictable, so bias can arise from selection of patients  Randomization must be unpredictable
  • 11. Random allocation  all participants have the same chance of being assigned to each of the study groups  the purpose is to keep both groups as similar to each as possible at the start of the trial.
  • 12. Is coin tossing OK?  OK for big trials  For small trials, such ‘simple randomization’ can lead to imbalance in group sizes
  • 13. Example: trial with 30 patients  If 30 patients are in a trial randomized using coin tossing there is a 14% chance of 15:15 split  For 16:14 chance is 27%  ‘Worse’ than 20:10 is 10%  Why ‘worse’?  Because imbalance leads to loss of power
  • 14. We need randomization  to be done properly  to ensure similar numbers in groups  To combine with stratification -in large trials- to ensure comparability
  • 15. Pseudo-randomisation  Alternating record number  Date of birth  Geographical distribution
  • 16. True randomization  Need to separate the person who generates allocation from those who assess eligibility  Third party schemes  Telephone randomization service  Pharmacy randomization  Web-based service?  Envelopes  Sealed envelopes (preferably opaque)
  • 17. Blinding  The best way to protect a trial against bias is by keeping the people involved in the trial unaware of the identity of the interventions for as long as possible
  • 18. Types of RCTs  RCTs according to whether the investigators and participants know which intervention is being assessed – Open trials – Single blind trials – Double blind trials – Triple blind trials
  • 19. Blinding is difficult  Having placebo in the same shape , formula and taste is very costly, and time consuming.  The drug side effects e.g. local reaction at the site of injection would partially unblind .  Impossible if surgical and medical treatments are compared.  The need for urgent unblinding code in case of serious side effects
  • 20. Other types of RCTs  RCTs according to how the participants are exposed to the interventions – Parallel trials – Crossover trials  Trials testing one variable or factorial design e.g (2 X2 X 2)
  • 21. Follow up  During the trial – Adherence to the study protocol – Patients compliance with treatment  After finishing the intervention, follow up of participants should be sufficiently long and complete
  • 22. Analysis of clinical trials Analysis of clinical trials Intension to treat analysis Per treatment analysis Sub group analysis
  • 23. Disadvantages of RCTs  expensive: time and money;  volunteer bias;  ethically problematic at times.
  • 24. Interim Analysis  Done in large RCTs  To explore the results after recruiting of half of the participants  If marked difference is recognized , then trial should be stopped  Examples: WHI trial Breech Trial
  • 25. So, how to do RCT  Set up a protocol  Recruit your patients  Randomize (try to be blind)  Follow up  Analyze your data  Publish
  • 26. RCTs The gold standard for therapeutic research Basis for Meta-analysis Search for it first