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Randomized Controlled Trials
(RCTs)
Dr Amit Agrawal
Professor of Neurosurgery
Narayana Medical College and Hospital
Nellore (AP)
 Objectives
 What are randomized controlled trials (RCTs)?
 Why we do randomized trials?
 How to randomize?
 Types of studies
 Evidence hierarchy
 RCT: Definition
 Steps in conducting RCT
 Trial monitoring
 Ethical considerations
 Conclusions
Outline
Types of studies
 1. Observational studies
 a. Descriptive studies
 b. Analytical studies
 (i) Ecological
 (ii) Cross-sectional
 (iii) Case-control
 (iv) Cohort
 2. Experimental/Intervention
studies
 a. Randomized controlled
trials*
 b. Field trials
 c. Community trials
*RCTs are a subset of possible experimental designs
 " An epidemiological experiment in which subjects in
a population are randomly allocated into groups,
usually called study and control groups to receive and
not receive an experimental preventive or therapeutic
procedure, maneuver or intervention"
-John M Last,2001
Definition
 Designing a protocol
 Selecting reference and experimental population
 Randomization
 Intervention
 Follow up
 Outcome analysis
 Publishing
Steps in RCT
 Purpose of randomization is to make the treatment groups
comparable
 Ensures that only difference in groups is due to trial
treatments
Why Randomization?
 The process by which each subject has the same chance of
being assigned to either intervention or control.
 Must be purely by chance
 Each group is a random sample of eligible patients, so both
are representative of that same population
What is random allocation?
 Inclusion and exclusion criteria are the conditions that must
be met in order to participate in a clinical trial
 Age
 Gender
 The type and stage of a disease
 Treatment history
 Any other medical conditions
Inclusion and exclusion criteria
 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
 Serially numbered, sealed and opaque
Who should randomize?
Types of randomization
 Simple Randomization
 Unequal Allocation Randomization
 Stratified Randomization
 Blocked Randomization
Simple Randomization
 Participants have an equal chance of being allocated to
different treatment groups
 This method increases statistical power and meets the
assumption of equipoise in the randomly allocated groups

 Unequal allocation randomization means randomly
assigning participants into disproportionately sized groups
 The acceptable ratios for unequal allocation are 2:1, 3:1, and
4:1 controls to cases
 This method is useful for studying rare outcomes, adverse
events, or emerging therapies
 However equipoise is not possible
Unequal Allocation
Randomization
 Randomly assigning participants to treatment groups based
on predefined and objective characteristics (strata e.g. age
gender)
 Each stratum is randomly allocated to treatment groups.
Stratified Randomization
 For smaller studies
 Participant are randomly assigned to treatment groups in
small "blocks" of four or six participants
 Ensures that there are equally sized groups
 Groups meets the assumption of equipoise
Blocked Randomization
 Essentially the right thing to do
 Try not to do it in front of the patient
 OK for big trials
 For small trials, such ‘simple randomization’ can lead to
imbalance in group sizes
Toss a coin
 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%
Example: trial with 30 patients
Table of Random numbers
 Computer generated list
 According to date of birth (odd or even years)
 The number of their hospital records
 The date at which they are invited to participate in the study
(odd or even days)
 Alternatively into the different study groups
 Blinding requires placebo or use of alternate treatment that
cannot be distinguished from treatment
 Blinding is done to minimize participant or observer bias
 Unblinded (cannot conceal randomization, e.g., surgical
interventions)
 Single blinding (observer but not participant knows the arm of
randomization, e.g., cluster-level trials)
 Double blinding (neither observer or participant know the arm of
randomization)
 Complete blinding: Everyone involved in the study blinded to
treatment
Blinding
Schema of a
simple
randomized
trial
Trial Monitoring
 Trials must be approved by and monitored by Institutional
Review Boards (IRBs) for ethics and safety
 Trials should have an independent monitoring system to
periodically review data and ensure participant safety
 Data monitoring committee (DMC) or Data Safety and
Monitoring Board (DSMB) should have the authority to
terminate or change the trial procedures
 Trials should report all adverse events, especially serious
adverse events, and unexpected events
 It can be unethical to deny a new treatment to the
placebo group
 “Equipoise” a genuine uncertainty or doubt about
whether one intervention or treatment is superior to
another
 Protection of the study participants (including physical,
mental and social well being) is the most important
responsibility of the researcher
 The protection of the vulnerable population (whose
decision–making capacity is impaired or diminished)
 Informed consent
Ethical issues in randomized
trials
RCTs
 Unbiased distribution of
confounders
 Blinding more likely
 Randomisation facilitates
statistical analysis
 Expensive: time and
money
 Volunteer bias
 Ethically problematic at
times
Advantages Disadvantages
 The trial should ideally reflect real-world conditions
 Two groups that are comparable and free from bias
 RCT is gold-standard in terms of identifying causality
 Need to weigh theoretical advantages against practicalities
 Randomization method
 Unpredictable
 Balanced
 Simple
Summary
Randomized Controlled Trials (RCTs)

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Randomized Controlled Trials (RCTs)

  • 1. Randomized Controlled Trials (RCTs) Dr Amit Agrawal Professor of Neurosurgery Narayana Medical College and Hospital Nellore (AP)
  • 2.  Objectives  What are randomized controlled trials (RCTs)?  Why we do randomized trials?  How to randomize?  Types of studies  Evidence hierarchy  RCT: Definition  Steps in conducting RCT  Trial monitoring  Ethical considerations  Conclusions Outline
  • 3. Types of studies  1. Observational studies  a. Descriptive studies  b. Analytical studies  (i) Ecological  (ii) Cross-sectional  (iii) Case-control  (iv) Cohort  2. Experimental/Intervention studies  a. Randomized controlled trials*  b. Field trials  c. Community trials *RCTs are a subset of possible experimental designs
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  • 5.  " An epidemiological experiment in which subjects in a population are randomly allocated into groups, usually called study and control groups to receive and not receive an experimental preventive or therapeutic procedure, maneuver or intervention" -John M Last,2001 Definition
  • 6.  Designing a protocol  Selecting reference and experimental population  Randomization  Intervention  Follow up  Outcome analysis  Publishing Steps in RCT
  • 7.  Purpose of randomization is to make the treatment groups comparable  Ensures that only difference in groups is due to trial treatments Why Randomization?
  • 8.  The process by which each subject has the same chance of being assigned to either intervention or control.  Must be purely by chance  Each group is a random sample of eligible patients, so both are representative of that same population What is random allocation?
  • 9.  Inclusion and exclusion criteria are the conditions that must be met in order to participate in a clinical trial  Age  Gender  The type and stage of a disease  Treatment history  Any other medical conditions Inclusion and exclusion criteria
  • 10.  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  Serially numbered, sealed and opaque Who should randomize?
  • 11. Types of randomization  Simple Randomization  Unequal Allocation Randomization  Stratified Randomization  Blocked Randomization
  • 12. Simple Randomization  Participants have an equal chance of being allocated to different treatment groups  This method increases statistical power and meets the assumption of equipoise in the randomly allocated groups 
  • 13.  Unequal allocation randomization means randomly assigning participants into disproportionately sized groups  The acceptable ratios for unequal allocation are 2:1, 3:1, and 4:1 controls to cases  This method is useful for studying rare outcomes, adverse events, or emerging therapies  However equipoise is not possible Unequal Allocation Randomization
  • 14.  Randomly assigning participants to treatment groups based on predefined and objective characteristics (strata e.g. age gender)  Each stratum is randomly allocated to treatment groups. Stratified Randomization
  • 15.  For smaller studies  Participant are randomly assigned to treatment groups in small "blocks" of four or six participants  Ensures that there are equally sized groups  Groups meets the assumption of equipoise Blocked Randomization
  • 16.  Essentially the right thing to do  Try not to do it in front of the patient  OK for big trials  For small trials, such ‘simple randomization’ can lead to imbalance in group sizes Toss a coin
  • 17.  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% Example: trial with 30 patients
  • 18. Table of Random numbers  Computer generated list  According to date of birth (odd or even years)  The number of their hospital records  The date at which they are invited to participate in the study (odd or even days)  Alternatively into the different study groups
  • 19.  Blinding requires placebo or use of alternate treatment that cannot be distinguished from treatment  Blinding is done to minimize participant or observer bias  Unblinded (cannot conceal randomization, e.g., surgical interventions)  Single blinding (observer but not participant knows the arm of randomization, e.g., cluster-level trials)  Double blinding (neither observer or participant know the arm of randomization)  Complete blinding: Everyone involved in the study blinded to treatment Blinding
  • 21. Trial Monitoring  Trials must be approved by and monitored by Institutional Review Boards (IRBs) for ethics and safety  Trials should have an independent monitoring system to periodically review data and ensure participant safety  Data monitoring committee (DMC) or Data Safety and Monitoring Board (DSMB) should have the authority to terminate or change the trial procedures  Trials should report all adverse events, especially serious adverse events, and unexpected events
  • 22.  It can be unethical to deny a new treatment to the placebo group  “Equipoise” a genuine uncertainty or doubt about whether one intervention or treatment is superior to another  Protection of the study participants (including physical, mental and social well being) is the most important responsibility of the researcher  The protection of the vulnerable population (whose decision–making capacity is impaired or diminished)  Informed consent Ethical issues in randomized trials
  • 23. RCTs  Unbiased distribution of confounders  Blinding more likely  Randomisation facilitates statistical analysis  Expensive: time and money  Volunteer bias  Ethically problematic at times Advantages Disadvantages
  • 24.  The trial should ideally reflect real-world conditions  Two groups that are comparable and free from bias  RCT is gold-standard in terms of identifying causality  Need to weigh theoretical advantages against practicalities  Randomization method  Unpredictable  Balanced  Simple Summary

Editor's Notes

  1. Study designs Centre for Evidence Based Medicine, Oxford http://www.cebm.net/index.aspx?o=1039