Clinical Trials in Respiratory Disease Flashcards
What does PICOT stand for, and what does it describe?
Describes the clinical (i.e. patient) setting
Population
Intervention
Comparator/Control
Outcome
Timing
What is internal validity?
- extent to which the results of a study are valid (accurate, robust, etc.) for the sample of pt being studied
- how well did the study answer the question it set out to?
- dependent on appropriate study design, data collection, and analyses
- from an epidemiological standpoint, seeks to ask whtether or not the study adequately identified and minimised:
- confounding
- information bias
- selection bias
How is a trial assessed for internal validity?
-
randomization of subjects
- reduce confounding by evenly distributing potential confounders, making treatment groups identical in all other aspects other than the intervention
- reduces selection bias (e.g assigning a pt to a particular arm)
-
blinding/masking of subjects, investigators, outcome assessors
- reduces information bias - prejudice about the intervention influencing the outcome or its ascertainment
-
objective outcome ascertainment by centralized, blinded committee
- reduces information bias - predetermined strict, standardized, objective criteria to reduce subjectivity as to whether an outcome has occurred
-
intention to treat analysis
- reduces selection bias - those who drop out are almost always systematically different than those who stay in; tf assume no movement
What is a p value?
- probability that the observed result arose from chance
- i.e. there is truly no difference between the groups compared, and the observed difference was just a chance finding
- null hypothesis = no differencce between the groups
What is a confidence interval?
- interval within which there is 95% confidence that the true value lies
- if null value excluded = statistically significant
- if null value (i.e. no difference between compared groups) included = non-significant
- e.g. 1.0 for ratios (HR, RR, OR) and 0 for differences (absolute risk differences)
- above this value the result suggests the intervention is actually causing the outcome it intends to prevent
- width indicates precision
- narrower = more precise and vv
- larger sample size = narrower CI (more representative of true pop’n)
What is type I/alpha error?
Determining a tx effect when there is no true tx effect
What is type II/beta error?
Determining there is no tx effect when in truth there is a tx effect
What is power?
- ability of a study to determine a tx effect when there is one
- able to detect a specifed difference between two groups in terms of the primary outcome
- determined by sample size
What is number needed to treat?
NNT = 1 / (absolute risk or rate reduction)
of people needed to undergo intervention in order to prevent the outcome in one (marker of intervention efficacy)
**report with a time reference!**
How is a trial assessed for external validity/generalizability?
- trial must first be internally valid
- PICOT table
- assess concordance between the trial results and the clinical setting
- selection criteria
- inclusion and exclusion criteria
- success of randomization (Table 1 or 2)
- profile of study participants –> compare to your clinical setting/patient
What is external validity?
- generalizability or applicability of trial results to the situation you want to apply them to e.g. clinical/patient, general pop’n