Critical Appraisal Flashcards
Define Validity
Is the finding true
Define Generalisability
Is the finding applicable elsewhere?
3 reasons for not being valid
Chance (random error) —- (finding imprecise) Bias (systematic error) —- (finding inaccurate) Confounding (error of interpretation) —- (beware, unknown confounders cannot be statistically accounted for)
Define
Efficacy
Vs
Effectiveness
Efficacy: Shows if something works under ideal conditions
Vs
Effectiveness: shows if something works under normal conditions
Types of research Qs:
Pragmatic research
Vs
Explanatory research
Pragmatic research - demonstrates effectiveness Vs Explanatory research - demonstrated efficacy
Aspects of
Pragmatic research
Unselected population
Pt centred outcomes
Does not interfere with clinical practice
Aspects of
Explanatory research
Can it work under ideal conditions
Specific staff/setting/population
Often clinical outcome
Null hypothesis
Define
No difference between active treatment and placebo
P value
Define
Chance null hypothesis is true
Type 1 error =
False positive (p value)
Type 2 error =
False negative
Statistical significance =
alpha + beta
Define a+b
Alpha
- maximum possibility of a false positive (p value)
Beta
- max possibility of false negative
(Determined by sample size)
Power of study =
1- beta
Beta = max possibility of a false negative
Usually set to 80-90%
Study power is set by
- Level of alpha
- Sample size
- The minimum clinical difference you wish to detect
Issue with multiple hypothesis testing:
Increases false positive
- only use if there is a clear rationale to the test
Benefit of randomisation
Removes confounders
Concealment prevents
Allocation bias
Blinding prevents
Measurement bias
Outcome bias
More likely if
Soft outcomes
Intention to treat
All analysis
Protects against bias
Loss to follow up
Assume
Patients list are similar to analysed group.
Unless >30% LTFU
Or difference between test and control group
Absolute risk =
Intervention - control
Relative risk =
Intervention-control / proportion
NNT=
1 / absolute risk