7R: EBM6 - Study Interpretation Flashcards
systematic error
a flaw in study design, data collection, or data analysis that leads to wrong conclusions
- not impacted by sample size
3 types of bias
selection bias: distortion in the effect because of the manner in which subjects are selected or selective losses prior to data collection
information bias: measurement of exposure or disease is systematically inaccurate. Also called misclassification
confounding: when a third variable distorts the exposure-outcome relationship
internal vs. external validity
internal: quality of the study and the validity of the findings
external: where did the population come from and can this be generalized?
non-differential vs. differential classification of disease
non-differential: when you make the same mistake for exposed and non-exposed
differential: when you don’t make the same mistake for exposed and non-exposed
how to avoid selection bias
In study design stage
- develop explicit case definition
- enrolling all cases in a defined time and region
- striving for high participation rates
- taking precautions to ensure representativeness
how to avoid information bias
In study design stage
- use memory aids
- validate exposure and disease state
- use standardized data collection forms
- blinding
how to avoid confounding
in study design stage - randomize - match in analysis stage - stratified analysis
Define:
a. Medical surveillance bias
b. Berkson’s bias
a. exposure is a medical condition that leads to more frequent/detailed clinical encounters
b. cases and/or controls are selected from the hospital
Define:
a. Hawthorne effect
b. association
c. causation
a. people act differently when being observed
b. identifiable relationship between exposure and disease
- no directionality!
c. mechanism leading from exposure to disease (if ____ then ___)
8 Causal criteria viewpoints
- strength of association: strong associations are more likely to be causal
- consistency: repeatedly observing this in different populations etc.
- specificity: requires that cause leads to a single effect
- Temporality: cause precedes effect
- biologic gradient: increased dose = increased response
- biologic plausibility: hypothesis matches already known biological facts
- coherence: hypothesis should not conflict with what is already known about the disease
- experiment: in the lab or human experiment?