1 - RCT Critical Appraisal 1** Flashcards
What is a variable?
A factor that can be measured (or un-measured) that has effect on exposure and outcome
Which types of studies are considered observational studies?
- Analytic studies (case control and cohort)
- Descriptive studies (cross sectional)
Describe an observational study
Investigators use the data observed in the population to make inference on the relationship between the variables
Describe an experimental study
Investigators intervene in the natural hx by actively altering one of the variables and then making inference on the relationship between the variables based on the outcomes
Example of an experimental study
RCTs
Examples of comparison groups in an experimental study
- Therapy vs. no therapy
- Therapy vs. placebo or sham
- Therapy A vs. therapy B
What is the difference between a randomized clinical trial and a randomized control trial?
- All clinical trials are considered controlled
- Not all controlled trials are considered clinical
What is a randomized clinical trial?
- Trial = experiment
- Clinical trial = controlled experiment having a clinical event as an outcome measure, done in a clinical setting, and involving persons having a specific disease or health condition
- Randomized clinical trial = clinical trial in which participants are randomly assigned to separate groups that compare different tx
Why are RCTs the gold standard of study designs?
Potential for bias (selection into tx groups) is avoided
What is random allocation?
- All participants have a defined, equal probability of assignment to a particular intervention
- Allocation not determined by the investigator, clinicians, or participants
- Not predictable based on a pattern
What is the purpose of random allocation?
- Covariates are distributed equally across the groups at baseline
- Affects both measured and unmeasured variables
- Risk of imbalance remains even after properly executed randomization
What can happen when a study isn’t randomized?
Can make the tx seem like it is working when it might not be b/c the proportions differ
Benefits of randomization
- Eliminates bias in tx assignment
- Facilitates blinding (masking) of the identity of tx from investigators, participants, and assessors, including the possible use of a placebo
- Permits the use of probability theory to express the likelihood that any difference in outcome between tx groups merely indicates chance
What elements of a trial can be randomized?
- Most common = individual patient
- Sometimes groups are randomized (cluster randomization) -> ex: families, schools, towns, hospitals
What are downsides to cluster randomization?
- Worry about contamination
- Need special statistical techniques to cope w/ the loss of independence of the individual units
How is randomization achieved?
- Two steps:
- Generation of allocation sequence
- Implementation of allocation (concealment of allocation) **very critical
Describe the types of generation of allocation sequence
- Simple randomization (analogous to a repeated fair coin tossing)
- Restricted randomization (blocking – done to ensure equal balance of arms throughout all portions of the study)
- Stratified randomization (individuals identified based on important covariates, ex: sex, age, and then randomization occurs within the strata, intended to ensure good balance of these factors across intervention groups)
- Dynamic or adaptive methods (not common)
What can not concealed allocation lead to?
- If those making the decision about pt eligibility are aware of the arm of the study to which the pt will be allocated, they may systematically enroll sicker or less sick px to either tx or control groups
- Study will yield a biased result
What is compliance?
Willingness of the participants to carry out the procedures according to the established protocols (adherence)
What is the difference between drop-outs and drop-ins?
- Drop-outs = participants who don’t adhere to the experimental regimen during follow-up
- Drop-ins = participants who don’t adhere to the control regimen during follow-up