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Randomized controlled trials
Hilde Kløvstad Tallin, 6 September 2005
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Contents Why randomized controlled trials? Design and conduct
Selection of study population Allocation of study regimes Follow-up of participants Analysis and interpretation Publication
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Question design We need different studies to answer different study questions The study question decides what design
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Key questions How many are (becoming) ill? (occurence)
Why do some people become ill why others stay healthy? (etiology/causiality) How can we determine if somebody has a spesific health condition? (diagnostics) What can we do to improve the health condition of individuals/populations? (effect of measures) What will happen to those who are ill? (prognosis) What is it like to use the health service? (experience)
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Different study designs
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Intervention study –important characteristic
Case – control study Participants enrolled on basis of disease status Cohort study Participants enrolled on basis of exposure status RCT Investigator allocates the exposure
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Randomized controlled trials (RCT)
”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 therapetuic procedure, maneuver, or interventition” John M.Last, 2001
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Why RCT? ”Gold standard” in epidemiological research
Makes study groups comparable Controls for confounding (known and unknown) Prevents selection bias
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Intervention studies Therapeutic Study population Objectives
Patients with disease Objectives Cure patients Diminish symptoms Prevent recurrence of disease/risk of death Preventive Study Population Population at risk Objectives Reduce the risk of developing disease
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Design - conduct Different phases
Enrollment (selection of study population) Allocation of study regimes Follow-up Maintainence and assessment of adherence High and uniform rates of ascertainment Analysis and interpretation
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Selection of study population 1
Reference (source) population The population to whom the results of the trial is applicable Generalizability Experimental population The actual group in which the trial is conducted Sample size Sufficient number of outcome (endpoints) Possibility for accurate follow up of information during the trial
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Selection of study population 2
Participants must be fully informed Risks Benefits Blinding/placebo Willing to participate Informed consent Screened for eligibility Inclusion criteria Exclusion criteria
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Population hierarchy for intervention study
Reference population Experimental population Exclusion criteria Informed consent Excluded Refused Study population Random allocation Intervention group Control group Losses to follow-up Losses to follow-up Outcome
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Selection of study population 3
The actual study population = selected subgroup of the experimental population Generalizability Volunteerism Obtain baseline data and/or ascertain outcome for subjects eligible, but unwilling to participate Study results generizable beyond trial group
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Allocation of study regimes 1
After eligible and willing Different comparisons: Another dosage of same drug Another therapy or program Continuation of standard medical practise Placebo Nohting ……. Allocation by randomization
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Allocation of study regimes 2 -randomization
Random = governed by chance Randomization = allocation of individuals to groups by chance Each sampling unit has the same chance of selection Makes intervention and control group comparable at the start of the investigation Favourable effect on those reading the published result
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Allocation of study regimes 3 -randomization
Simple randomization First option Stratified randomization Classified into subgroups before randomization Randomize within subgroups (if sample size is limited) blocking Methods: Table of random numbers Computer generated randomization-list Sealed envelopes Telephone lists ………..
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Allocation of study regimes 4 -potential bias
Knowledge on study regimes might influence the evaluation of the outcome Blinding Hiding information about the allocated study regimes from key participants in a trial Depending on outcome of interest Ethics, feasibility, compromise
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Allocation of study regimes 5 - potential bias
Placebo Inert medication or prosedure, i.e No effect Intended to give the patient the perception they are receiving treatment Single – blind Observer or subject are kept ignorant about allocated study regime Double blind Both observer and the subject are kept ignorant about allocated study regime
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Follow-up of participants 1 - adherence
Adherence = Health related behaviour that abides by the recommendations from the investigator Possible reasons for non-adherence Developing side effects Forgetting to take medication Withdrawing consent Decide alternative treatment Health issues: treatment contraindicated Extent of non-adherence is related to length of study time
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Follow-up of participants 2 -adherence
Non-adherence will decrease the statistical power to detect the true effect of the study intervention Strategies to enhance adherence Selection of interested/reliable study population (generelizability) Frequent contact with participants Monitoring adherence (difficult to measure) Self report Pill counts Biochemical parameters
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Follow-up of participants 3 ascertainment of outcome of interest
Uniform ascertainment – all study groups Complete follow-up of all study participants Keep number of individuals lost to follow-up an aboslute minimun
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Factorial design Advantage Should not
Answer two or more questions in a single trial for only a marginal increase in cost Should not Complicate trial operation Affect eligibility reqirements Cause side effects – poor adherence Interaction between study regimes
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Early termination of a trial - stopping rules
Possible reasons for early termination/modifcation Data indicates clear benefit from intervention Intervention is harmful Develop guidelines before trial begins Statistical tests Interim data Interim results to be modified by independent body
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Analysis and interpretation
Compare baseline characteristics in study groups to assess balance If imbalance, control for known confounding factors Inclusion or exclusion of non-adherent participants in analysis? Randomization is done on the basis of OFFERING intervention analysis on the same basis Non-adherence may be related to factors that also affect the risk of outcome under study Failure to include all subjects allocated to one study regime will lead to biased results Intention to treat analysis All subjects allocated to one study regime are analyzed together
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Population hierarchy for intervention study
Reference population Experimental population Exclusion criteria Informed consent Excluded Refused Study population Random allocation Intervention group Control group Losses to follow-up Losses to follow-up Outcome
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Unique problemes of intervetion studies
Ethics Sufficients doubts to withold from half the population Sufficient believes to expose half the population Requires high scientific standards Feasibility Widespread adaption of measures by community Problems of finding sufficiently large eligeble sample size Costs Expensive
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Publication Ensure a comprehensive, publically available database on RCTs International Committée of Medical Journals Editors (ICMJE) Registration of all clinical trials (1July, 2005) Registration before enrollment of participants Only registered trials will be published Consort statement Checklist Flow chart
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Summary Gold standard in epidemiological research
Makes study groups comparable Random allocation Sufficient sample size Unique problems of ethics, feasibility and costs Ensure transparancy of all trials
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